fix(docs): reconcile canonical layout and verify new pages

.agents/skills/reverse-engineer-anything/SKILL.md

@@ -2,7 +2,7 @@
 name: reverse-engineer-anything
 description: Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA. Use shipped-artifact or requested runtime evidence to explain features, compare versions, decompile code, or guide a reconstruction. Skip REA for ordinary source-repository architecture analysis.
 metadata:
-  version: "40"
+  version: "41"
 ---
 
 # REA
@@ -61,12 +61,24 @@ explicit path or endpoint and do not need it.
   consult the NativeAOT workflow in `references/native-and-artifacts.md` for
   optional metadata recovery and its supported host/layout boundary.
 - User-owned browser page already open: `list_browser_targets`.
-- Retained HAR/native mitmproxy capture: `inspect_web_network_capture`. Select
+- Fiddler Everywhere traffic or a native `.saz` capture: read the
+  [Fiddler workflow](references/runtime-observation.md#fiddler-everywhere-traffic-debugging).
+  Inspect saved SAZ with `inspect_web_network_capture` and `format: "saz"`;
+  connect Everywhere's separate MCP server for live traffic.
+- Retained HAR/SAZ/native mitmproxy/aioquic qlog capture: `inspect_web_network_capture`. Select
   original record ordinals when useful; inspect producer fields and byte/number
   sidecars without fetching recorded URLs or claiming live attribution. See
   [historical captures](https://github.com/morluto/rea/blob/main/docs/guides/web/web-network-captures.md) for the exact upstream
-  profile and credential exclusions.
+  profile and credential exclusions. Qlog support starts with aioquic 1.5.0
+  JSON 0.3; stream coverage and endpoint loss declarations do not recover bodies
+  or establish network loss. Prefer detail summary, then kind qlog trace/stream
+  pages; select one trace, stream ID and direction for contribution/range pages.
+  Facts retain all-recorded-events-before-selection scope. Other qlog layouts
+  and PCAP correlation are unsupported.
 - User-owned Electron runtime already open: `list_electron_targets`.
+- Packet-field discovery: `inspect_packet_fields` searches installed protocols
+  and field names/types before choosing fields for `inspect_packet_capture`.
+  Query/page the relevant records; registrations do not establish observed traffic.
 - Recorded packet captures: `inspect_packet_capture` with selected TShark fields,
   display filters and decode-as rules. Requires Linux, util-linux prlimit and `REA_TSHARK_COMMAND`; see
   [capture guide](https://github.com/morluto/rea/blob/main/docs/guides/data/packet-captures.md).
@@ -74,6 +86,15 @@ explicit path or endpoint and do not need it.
   frames; use `match_offset` / `match_limit` for later pages, or explicit null
   limit for complete matching output. Preserve the source digest across pages.
   This does not perform live capture.
+  For address/DNS/SNI/protocol summaries use `inspect_pcap_capture` with MCP
+  detail summary, then retained kind pcap pages. Requires Wireshark 4.x tshark
+  and capinfos, with Linux prlimit or Windows Job Objects; see
+  [packet summaries](https://github.com/morluto/rea/blob/main/docs/guides/data/pcap-analysis.md).
+  Select an exact DNS question for address pages; page exhaustion does not prove
+  network completeness. This reads recordings and does not acquire traffic.
+- Decoder discovery: `inspect_signal_decoders` searches installed decoder IDs
+  or selected decoder help, including channels and options. Query and page the
+  relevant details before choosing settings; this does not scan hardware.
 - Recorded logic/signal traces: `decode_signal_recording` with explicit decoder,
   channel and protocol settings. On Linux with util-linux prlimit, supply sigrok-cli 0.7.2 through
   `REA_SIGROK_COMMAND`; see [recording guide](https://github.com/morluto/rea/blob/main/docs/guides/signals/signal-recordings.md).

.agents/skills/reverse-engineer-anything/references/native-and-artifacts.md

@@ -83,6 +83,14 @@ names, the native API record, and value-flow summaries. Pseudocode offsets and l
 code units; use the returned `next_offset` for continuation. Provider limitations
 and unavailable facts remain explicit; the complete parent Evidence is retained.
 
+`inspect_macho` on a large framework returns megabytes of imports and exports.
+Select `detail: "summary"` for slice identity, UUID and per-collection counts,
+then page rows with `view: {kind: "macho", facet: "exports", offset: 0, limit: 64}`
+and `normalized_result.parent_evidence_id`. Facets are entrypoints,
+architectures, build_metadata, load_commands, dependencies, imports, exports,
+segments and provenance. `source_exhaustive: false` means unreturned symbols
+may exist.
+
 To see which functions or Objective-C methods a Mach-O actually calls in one
 run, use `observe_native_calls` with explicit breakpoints and a bounded
 `duration_ms`/`max_events`. It launches a new process under LLDB, so the target
@@ -111,6 +119,8 @@ loaded bytes, file mappings, relocations and the entry against the immutable
 snapshot. Keep `mismatch` and `unsupported` explicit. Verified import covers the
 reported static image, not runtime DOS or PC-98 hardware behavior.
 
+For Ghidra decompilation, `procedure_pseudo_code` also accepts `procedure: "file-offset:0x..."`; CLI `rea decompile <path> --file-offset=0x... --provider ghidra` resolves the source byte offset internally. An unresolved 0x-prefixed numeric procedure selector also falls back to a unique file mapping. Existing symbols and analysis addresses win; multiple mappings fail as ambiguous. Preserve the returned file-offset and address locations and raw selection observations. ELF virtual addresses are distinct from file offsets; never assume an arbitrary offset plus image base is an analysis address.
+
 Use `read_bytes` for initialized analysis memory and `address_to_file_offset` to
 anchor one observed address to original file bytes. Loader fixups can change a
 word; a source offset does not imply byte equality. Complete function body ranges
@@ -194,8 +204,9 @@ every executable in the bundle. It also lists missing or weak loads and earlier
 `architecture`. System paths stay undetermined because the dyld shared cache
 provides them.
 
-Use `extract_artifact` when materialized files are needed. It takes no arguments
-and materializes all regular files into a fresh temporary directory chosen by
+Use `extract_artifact` when materialized files are needed. It extracts the active
+target and accepts optional `integrity_policy`; see the [MCP contracts](https://github.com/morluto/rea/blob/main/docs/reference/mcp-contracts.md).
+It materializes all regular files into a fresh temporary directory chosen by
 REA. Symlinks and encrypted entries are inventory facts, not extractable files.
 The result reports the materialized directory; callers do not choose the
 destination. No separate permission grant is needed.

.agents/skills/reverse-engineer-anything/references/runtime-observation.md

@@ -26,3 +26,18 @@ passive browser/Electron Evidence exist. Prefer captured-source digest identity;
 report path/digest disagreement as a mismatch and preserve ambiguity. Explicit
 path mappings are inference inputs and never broaden filesystem or CDP authority.
 A bundle observed at runtime does not prove every contained module executed.
+
+## Fiddler Everywhere traffic debugging
+
+For large saved captures, request `detail: "summary"`, then page retained Evidence
+with `inspect_analysis_view` and `view: {kind: "capture", detail: "preview", offset: 0, limit: 20}`.
+Select complete record pages only for needed headers, metadata or payloads; views
+read the historical parent without repeating capture decoding.
+
+Inspect native `.saz` snapshots with `inspect_web_network_capture` and
+`format: "saz"`; encrypted archives are unsupported. For live
+traffic analysis, connect Everywhere's separate MCP server and use its
+advertised session tools with an explicit `sessionsSource` (`LiveTraffic` or
+`AgentCalls`). Preserve existing sessions and filters when inspecting a
+recorded run. See the [capture and MCP guide](https://github.com/morluto/rea/blob/main/docs/guides/web/web-network-captures.md)
+for the workflow and Telerik's public setup and traffic-debugging skills.

.gitattributes

@@ -3,3 +3,6 @@
 
 # Windows command fixtures retain their native line endings.
 *.cmd text eol=crlf
+
+# Preserve whitespace in original upstream licensing texts.
+licenses/npm-runtime-notices.txt whitespace=-blank-at-eol

.github/actions/portable-build-cache/action.yml

@@ -1,14 +1,24 @@
 name: Portable build cache
-description: Reuse Turbo build outputs without serializing verification jobs.
+description: Restore portable Turbo build outputs from the current run or cross-run cache.
 inputs:
   save:
     description: Save newly built outputs after the job succeeds.
     default: "false"
+  build_cache_artifact:
+    description: Reuse portable Turbo outputs uploaded by the current workflow run.
+    default: ""
 runs:
   using: composite
   steps:
+    - name: Download portable build outputs from this workflow run
+      if: inputs.build_cache_artifact != ''
+      uses: actions/download-artifact@v4
+      with:
+        name: ${{ inputs.build_cache_artifact }}
+        path: .turbo/cache/
     - name: Resolve portable build task hashes
       id: plan
+      if: inputs.build_cache_artifact == ''
       shell: bash
       env:
         BUILD_CACHE_PREFIX: rea-portable-build-v2-${{ runner.os }}-${{ runner.arch }}-${{ hashFiles('.npmrc', '.nvmrc', 'package-lock.json') }}
@@ -28,14 +38,14 @@ runs:
             console.log(`prefix=${process.env.BUILD_CACHE_PREFIX}-`);
           ' >> "$GITHUB_OUTPUT"
     - name: Restore portable build outputs
-      if: inputs.save != 'true'
+      if: inputs.build_cache_artifact == '' && inputs.save != 'true'
       uses: actions/cache/restore@v4
       with:
         path: .turbo/cache/
         key: ${{ steps.plan.outputs.key }}
         restore-keys: ${{ steps.plan.outputs.prefix }}
     - name: Restore and save portable build outputs
-      if: inputs.save == 'true'
+      if: inputs.build_cache_artifact == '' && inputs.save == 'true'
       uses: actions/cache@v4
       with:
         path: .turbo/cache/

.github/workflows/ci-full-pr.yml

@@ -0,0 +1,18 @@
+name: Full PR qualification
+
+on:
+  pull_request:
+    branches: [main, "release/*"]
+    types: [labeled]
+
+permissions:
+  contents: read
+  actions: read
+
+jobs:
+  qualification:
+    name: Qualify labeled PR revision
+    if: github.event.label.name == 'ci:full'
+    uses: ./.github/workflows/ci.yml
+    with:
+      source_sha: ${{ github.sha }}

.github/workflows/ci-timings.yml

@@ -0,0 +1,46 @@
+name: CI timings
+
+on:
+  schedule:
+    - cron: "17 * * * *"
+  workflow_dispatch:
+
+concurrency:
+  group: ci-timings-${{ github.repository }}
+  cancel-in-progress: false
+
+permissions:
+  contents: read
+  actions: read
+
+jobs:
+  report:
+    name: Collect recent completed workflow attempts
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    steps:
+      # Consume only API data and execute batch code from the trusted default branch.
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.repository.default_branch }}
+          persist-credentials: false
+      - uses: actions/setup-node@v4
+        with:
+          node-version-file: .nvmrc
+      - name: Record queue, execution, and matched step timing
+        continue-on-error: true
+        env:
+          GH_TOKEN: ${{ github.token }}
+          CI_REPOSITORY: ${{ github.repository }}
+        run: node scripts/ci/job-timings-batch.mjs
+      - name: Upload CI timing artifacts
+        if: always() && hashFiles('.cache/ci-job-timings/*') != ''
+        continue-on-error: true
+        uses: actions/upload-artifact@v4
+        with:
+          name: ci-job-timings-batch
+          path: .cache/ci-job-timings/
+          include-hidden-files: true
+          if-no-files-found: error
+          overwrite: true
+          retention-days: 14

.github/workflows/ci.yml

@@ -5,42 +5,44 @@ on:
     branches: [main]
   pull_request:
     branches: [main, "release/*"]
+  schedule:
+    - cron: "23 0-2,4-23 * * *"
+    - cron: "23 3 * * *"
   workflow_dispatch:
+  workflow_call:
+    inputs:
+      source_sha:
+        description: Exact qualification source; must match the caller revision.
+        required: true
+        type: string
 
 permissions:
   contents: read
 
 concurrency:
-  group: ci-${{ github.event.pull_request.number || github.ref }}
-  # The latest main push verifies the full tree, including earlier changes.
-  # Publication uses its own release workflow and concurrency group.
-  cancel-in-progress: true
+  # Complete qualification finishes even while main receives more pushes.
+  # Main feedback also finishes, coalescing newer pushes to one pending run.
+  # Scheduled/manual main runs coalesce to one active and the latest pending;
+  # release and label-triggered qualification use exact-revision groups.
+  group: ci-${{ (github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' || inputs.source_sha != '' || contains(github.event.pull_request.labels.*.name, 'ci:full')) && 'qualification' || 'feedback' }}-${{ inputs.source_sha || github.event.pull_request.number || github.ref }}
+  cancel-in-progress: ${{ github.event_name == 'pull_request' && inputs.source_sha == '' && !contains(github.event.pull_request.labels.*.name, 'ci:full') }}
 
 env:
   HUSKY: "0"
 
 jobs:
-  pr-title:
-    name: Conventional PR title
-    if: github.event_name == 'pull_request'
-    runs-on: ubuntu-latest
-    steps:
-      - name: Validate title for Release Please
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-        run: >-
-          node -e 'const title = process.env.PR_TITLE ?? "";
-          const conventional = /^(?:feat|fix|docs|refactor|perf|test|build|ci|chore|revert)(?:\([a-z0-9._/-]+\))?!?: .+/u;
-          if (!conventional.test(title)) {
-            console.error("PR title must use Conventional Commits, for example: feat: add historical source import");
-            process.exit(1);
-          }'
-
   changes:
     name: Classify changes
     runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+      actions: read
     outputs:
+      tier: ${{ steps.plan.outputs.tier }}
+      qualification_run_id: ${{ steps.qualification.outputs.run_id }}
       code: ${{ steps.plan.outputs.code }}
+      sqlite: ${{ steps.plan.outputs.sqlite }}
       runtime: ${{ steps.plan.outputs.runtime }}
       package: ${{ steps.plan.outputs.package }}
       apple: ${{ steps.plan.outputs.apple }}
@@ -59,26 +61,58 @@ jobs:
       nativeaot: ${{ steps.plan.outputs.nativeaot }}
       website: ${{ steps.plan.outputs.website }}
       matrix: ${{ steps.plan.outputs.matrix }}
+      test_selection: ${{ steps.plan.outputs.test_selection }}
     steps:
       - uses: actions/checkout@v4
         with:
+          ref: ${{ inputs.source_sha || github.sha }}
           fetch-depth: 0
       - uses: actions/setup-node@v4
         with:
           node-version-file: .nvmrc
+      - name: Bind qualification to the caller revision
+        if: inputs.source_sha != ''
+        env:
+          SOURCE_SHA: ${{ inputs.source_sha }}
+        run: |
+          test "${SOURCE_SHA}" = "${GITHUB_SHA}"
+          test "${SOURCE_SHA}" = "$(git rev-parse HEAD)"
+      - name: Find a verified ancestor for push selection
+        id: baseline
+        if: github.event_name == 'push' && inputs.source_sha == ''
+        env:
+          GH_TOKEN: ${{ github.token }}
+          HEAD_SHA: ${{ github.sha }}
+          CI_REPOSITORY: ${{ github.repository }}
+          CI_DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
+        run: node scripts/ci/baseline.mjs
+      - name: Admit scheduled full qualification
+        id: qualification
+        if: github.event_name == 'schedule' && inputs.source_sha == ''
+        env:
+          GH_TOKEN: ${{ github.token }}
+          HEAD_SHA: ${{ github.sha }}
+          CI_REPOSITORY: ${{ github.repository }}
+          CI_REPOSITORY_ID: ${{ github.repository_id }}
+          CI_DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
+          CI_FORCE_FULL: ${{ github.event.schedule == '23 3 * * *' }}
+        run: node scripts/ci/qualification.mjs
       - name: Select verification lanes
         id: plan
         env:
-          BASE_SHA: ${{ github.event.pull_request.base.sha }}
-          HEAD_SHA: ${{ github.event.pull_request.head.sha }}
-          CI_FULL: ${{ contains(github.event.pull_request.labels.*.name, 'ci:full') }}
+          BASE_SHA: ${{ steps.baseline.outputs.base || github.event.pull_request.base.sha }}
+          BASELINE_REASON: ${{ steps.baseline.outputs.reason }}
+          HEAD_SHA: ${{ inputs.source_sha || github.event.pull_request.head.sha || github.sha }}
+          CI_FULL: ${{ inputs.source_sha != '' || contains(github.event.pull_request.labels.*.name, 'ci:full') }}
+          CI_SKIP_FULL: ${{ steps.qualification.outputs.run_full == 'false' }}
         run: node scripts/ci/plan.mjs
 
   static:
     name: Static checks
     needs: changes
-    if: ${{ !cancelled() }}
+    if: ${{ !cancelled() && needs.changes.outputs.tier != 'reused' }}
     runs-on: ubuntu-latest
+    timeout-minutes: 10
     steps:
       - name: Require successful change classification
         env:
@@ -90,6 +124,9 @@ jobs:
           node-version-file: .nvmrc
           cache: npm
       - run: npm ci
+      - name: Validate workflow syntax and expressions
+        if: needs.changes.outputs.workflows == 'true'
+        run: go run github.com/rhysd/actionlint/cmd/actionlint@v1.7.7 -shellcheck= -pyflakes=
       - if: needs.changes.outputs.code == 'true'
         run: npm run check:ci
       - if: needs.changes.outputs.code == 'true'
@@ -114,6 +151,7 @@ jobs:
     needs: [changes, build]
     if: needs.changes.outputs.code == 'true'
     runs-on: ubuntu-latest
+    timeout-minutes: 30
     strategy:
       fail-fast: false
       matrix:
@@ -129,7 +167,14 @@ jobs:
         with:
           name: rea-test-runtime
           path: .
-      - run: npm run test:ci:shard:run -- --shard=${{ matrix.shard }}
+      - name: Run complete portable suite with coverage
+        if: needs.changes.outputs.tier == 'full'
+        run: npm run test:ci:shard:run -- --shard=${{ matrix.shard }}
+        env:
+          REA_CI_TEST_HISTORY: .cache/ci-test-history/test-results.json
+      - name: Run complete portable suite for fast feedback
+        if: needs.changes.outputs.tier == 'fast'
+        run: npm run test:run -- --reporter=default --reporter=blob --shard=${{ matrix.shard }}
         env:
           REA_CI_TEST_HISTORY: .cache/ci-test-history/test-results.json
       - uses: actions/upload-artifact@v4
@@ -145,8 +190,20 @@ jobs:
   build:
     name: Build package
     needs: changes
-    if: needs.changes.outputs.code == 'true'
+    # Reusable provider workflows consume this run's portable build artifact,
+    # even when a workflow-only edit selects the lane without portable tests.
+    if: >-
+      needs.changes.outputs.code == 'true' ||
+      needs.changes.outputs.browser == 'true' ||
+      needs.changes.outputs.binary_layout == 'true' ||
+      needs.changes.outputs.evm == 'true' ||
+      needs.changes.outputs.javascript_recovery == 'true' ||
+      needs.changes.outputs.recorded_crash == 'true' ||
+      needs.changes.outputs.web_network == 'true' ||
+      needs.changes.outputs.web_runtime == 'true' ||
+      needs.changes.outputs.web_source_map == 'true'
     runs-on: ubuntu-latest
+    timeout-minutes: 10
     permissions:
       contents: read
       actions: read
@@ -160,21 +217,17 @@ jobs:
       - name: Reuse portable build outputs across runs
         uses: ./.github/actions/portable-build-cache
         with:
-          save: "true"
+          save: ${{ github.event_name != 'pull_request' && github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
       - run: npm run test:prepare
-      - name: Find successful default-branch timing history
+      - name: Find available trusted full-suite timing history
         id: history
         continue-on-error: true
         env:
           GH_TOKEN: ${{ github.token }}
           CI_REPOSITORY: ${{ github.repository }}
+          CI_REPOSITORY_ID: ${{ github.repository_id }}
           CI_DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
-        run: |
-          run_id="$(gh api --method GET \
-            "repos/${CI_REPOSITORY}/actions/workflows/ci.yml/runs" \
-            -f branch="${CI_DEFAULT_BRANCH}" -f event=push -f status=success -f per_page=1 \
-            --jq '.workflow_runs[0].id // empty')"
-          echo "run-id=${run_id}" >> "${GITHUB_OUTPUT}"
+        run: node scripts/ci/test-history.mjs
       - name: Download previous timing report
         if: steps.history.outputs.run-id != ''
         continue-on-error: true
@@ -210,15 +263,18 @@ jobs:
           retention-days: 7
 
   sqlite-runtime:
-    needs: [changes, build]
-    if: needs.changes.outputs.code == 'true'
+    # Preserve all selected coverage, but admit expensive host/provider work
+    # only after static validation. Portable tests still provide early feedback.
+    needs: [changes, static, build]
+    if: needs.changes.outputs.sqlite == 'true'
     uses: ./.github/workflows/sqlite-runtime.yml
 
   test:
-    name: Test (coverage + timing)
+    name: Portable tests
     needs: [changes, test-shard]
-    if: ${{ !cancelled() }}
+    if: ${{ !cancelled() && needs.changes.outputs.tier != 'reused' }}
     runs-on: ubuntu-latest
+    timeout-minutes: 10
     steps:
       - name: Require successful change classification
         env:
@@ -241,7 +297,7 @@ jobs:
           merge-multiple: true
       - name: Merge coverage, JUnit, and timing reports
         id: merge
-        if: needs.changes.outputs.code == 'true' && success()
+        if: needs.changes.outputs.code == 'true' && needs.changes.outputs.tier == 'full' && success()
         run: >-
           npm run test:ci:merge --
           --coverage.reportsDirectory=coverage
@@ -251,13 +307,28 @@ jobs:
           --reporter=default
           --reporter=junit
           --reporter=json
+          --reporter=./scripts/ci/test-timing-reporter.mjs
+          --outputFile.junit=test-results.xml
+          --outputFile.json=test-results.json
+      - name: Merge fast-suite JUnit and timing reports
+        id: merge-fast
+        if: needs.changes.outputs.code == 'true' && needs.changes.outputs.tier == 'fast' && success()
+        run: >-
+          npm exec -- vitest --merge-reports
+          --reporter=default
+          --reporter=junit
+          --reporter=json
+          --reporter=./scripts/ci/test-timing-reporter.mjs
           --outputFile.junit=test-results.xml
           --outputFile.json=test-results.json
       - name: Summarize slowest test files
-        if: needs.changes.outputs.code == 'true' && !cancelled() && hashFiles('test-results.json') != ''
+        if: needs.changes.outputs.code == 'true' && !cancelled() && hashFiles('test-timings.json') != ''
         env:
           SHARD_RESULT: ${{ needs.test-shard.result }}
-          MERGE_RESULT: ${{ steps.merge.outcome }}
+          MERGE_RESULT: ${{ needs.changes.outputs.tier == 'full' && steps.merge.outcome || steps.merge-fast.outcome }}
+          CI_VERIFY_TEST_INVENTORY: "true"
+          CI_TEST_SELECTION: ${{ needs.changes.outputs.test_selection }}
+          CI_PR_HEAD_SHA: ${{ github.event.pull_request.head.sha }}
         run: node scripts/ci/test-report.mjs
       - uses: actions/upload-artifact@v4
         if: needs.changes.outputs.code == 'true' && !cancelled() && hashFiles('test-results.json') != ''
@@ -266,11 +337,14 @@ jobs:
           path: |
             test-results.xml
             test-results.json
+            test-timings.json
             coverage/
+            .cache/ci-test-selection/report.json
+          include-hidden-files: true
           if-no-files-found: error
           retention-days: 30
       - name: Publish successful timing history
-        if: needs.changes.outputs.code == 'true' && success() && needs.test-shard.result == 'success'
+        if: needs.changes.outputs.code == 'true' && needs.changes.outputs.tier == 'full' && success() && needs.test-shard.result == 'success'
         uses: actions/upload-artifact@v4
         with:
           name: test-timings
@@ -287,7 +361,7 @@ jobs:
 
   conformance-fixtures:
     name: Source-built conformance fixtures
-    needs: changes
+    needs: [changes, static]
     if: needs.changes.outputs.fixtures == 'true'
     runs-on: ubuntu-latest
     timeout-minutes: 10
@@ -298,7 +372,7 @@ jobs:
 
   windows-native-build:
     name: Build bundled Windows x64 native controls
-    needs: changes
+    needs: [changes, static]
     if: needs.changes.outputs.runtime == 'true'
     runs-on: ubuntu-latest
     timeout-minutes: 10
@@ -334,7 +408,7 @@ jobs:
 
   package-e2e:
     name: Native package baseline (${{ matrix.platform }} ${{ matrix.architecture }})
-    needs: [changes, build, windows-native-build]
+    needs: [changes, static, build, windows-native-build]
     if: needs.changes.outputs.runtime == 'true'
     strategy:
       fail-fast: false
@@ -373,6 +447,8 @@ jobs:
           name: windows-native-controls
           path: native/windows/build/
       - run: npm run verify:windows-native:artifact
+      - name: Verify NativeAOT diagnostic applicability on this host
+        run: npm run test:focused -- tests/evaluation/package/nativeAotDiagnostics.test.ts
       - name: Resolve npm cache before verifier HOME isolation
         id: npm-cache
         run: |
@@ -381,13 +457,24 @@ jobs:
       - run: npm run verify:package
         env:
           npm_config_cache: ${{ steps.npm-cache.outputs.path }}
+          REA_VERIFIED_PACKAGE_DIRECTORY: ${{ needs.changes.outputs.tier == 'full' && matrix.platform == 'linux' && matrix.architecture == 'x64' && '.cache/verified-package' || '' }}
       - name: Verify real Node Inspector discovery and observation
         timeout-minutes: 10
         run: npm run verify:inspector
+      - name: Retain the exact qualified release package
+        if: needs.changes.outputs.tier == 'full' && matrix.platform == 'linux' && matrix.architecture == 'x64'
+        uses: actions/upload-artifact@v4
+        with:
+          name: verified-release-package
+          path: .cache/verified-package/
+          include-hidden-files: true
+          if-no-files-found: error
+          overwrite: true
+          retention-days: 7
 
   apple-artifacts:
     name: Real Apple artifact CLI/MCP E2E
-    needs: [changes, build]
+    needs: [changes, static, build]
     if: needs.changes.outputs.apple == 'true'
     runs-on: macos-15
     timeout-minutes: 15
@@ -435,7 +522,7 @@ jobs:
 
   reconstruction-readiness:
     name: Reconstruction readiness
-    needs: changes
+    needs: [changes, static]
     if: needs.changes.outputs.readiness == 'true'
     runs-on: ubuntu-latest
     timeout-minutes: 15
@@ -464,7 +551,7 @@ jobs:
 
   windows-curated:
     name: Windows capability and package lane
-    needs: [changes, build, windows-native-build]
+    needs: [changes, static, build, windows-native-build]
     if: needs.changes.outputs.package == 'true'
     runs-on: windows-latest
     timeout-minutes: 25
@@ -509,6 +596,7 @@ jobs:
           tests/boundary/providers/native/artifactProvider.extractionCompleteness.test.ts
           tests/boundary/filesystem/setupUnavailableProvider.test.ts
           tests/boundary/filesystem/windowsNpxRegistration.test.ts
+          tests/acceptance/setup/homeDirectoryFallback.test.ts
           tests/boundary/filesystem/webScriptManifestPaths.test.ts
           tests/boundary/process/ProcessEvidence.host.test.ts
           tests/acceptance/webModuleCli.test.ts
@@ -575,6 +663,7 @@ jobs:
     needs: changes
     if: needs.changes.outputs.docs == 'true'
     runs-on: ubuntu-latest
+    timeout-minutes: 10
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
@@ -596,73 +685,78 @@ jobs:
             skills/reverse-engineer-anything
           if-no-files-found: error
 
-  workflows:
-    name: Validate workflows
-    needs: changes
-    if: needs.changes.outputs.workflows == 'true'
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-      - name: Validate workflow syntax and expressions
-        run: go run github.com/rhysd/actionlint/cmd/actionlint@v1.7.7 -shellcheck= -pyflakes=
-
   browser:
-    needs: changes
+    needs: [changes, static, build]
     if: needs.changes.outputs.browser == 'true'
     uses: ./.github/workflows/real-browser.yml
+    with:
+      build_cache_artifact: rea-build-cache
 
   binary_layout:
-    needs: changes
+    needs: [changes, static, build]
     if: needs.changes.outputs.binary_layout == 'true'
     uses: ./.github/workflows/real-binary-layout.yml
+    with:
+      build_cache_artifact: rea-build-cache
 
   evm:
-    needs: changes
+    needs: [changes, static, build]
     if: needs.changes.outputs.evm == 'true'
     uses: ./.github/workflows/real-evm-interface.yml
+    with:
+      build_cache_artifact: rea-build-cache
 
   javascript_recovery:
-    needs: changes
+    needs: [changes, static, build]
     if: needs.changes.outputs.javascript_recovery == 'true'
     uses: ./.github/workflows/real-javascript-recovery.yml
+    with:
+      build_cache_artifact: rea-build-cache
 
   recorded_crash:
-    needs: changes
+    needs: [changes, static, build]
     if: needs.changes.outputs.recorded_crash == 'true'
     uses: ./.github/workflows/real-recorded-crash.yml
+    with:
+      build_cache_artifact: rea-build-cache
 
   web_network:
-    needs: changes
+    needs: [changes, static, build]
     if: needs.changes.outputs.web_network == 'true'
     uses: ./.github/workflows/real-web-network-captures.yml
+    with:
+      build_cache_artifact: rea-build-cache
 
   web_runtime:
-    needs: changes
+    needs: [changes, static, build]
     if: needs.changes.outputs.web_runtime == 'true'
     uses: ./.github/workflows/real-web-runtime.yml
+    with:
+      build_cache_artifact: rea-build-cache
 
   web_source_map:
-    needs: changes
+    needs: [changes, static, build]
     if: needs.changes.outputs.web_source_map == 'true'
     uses: ./.github/workflows/real-web-source-map.yml
+    with:
+      build_cache_artifact: rea-build-cache
 
   nativeaot:
-    needs: changes
+    needs: [changes, static]
     if: needs.changes.outputs.nativeaot == 'true'
     uses: ./.github/workflows/nativeaot-fixtures.yml
 
   website:
-    needs: changes
+    needs: [changes, static]
     if: needs.changes.outputs.website == 'true'
     uses: ./.github/workflows/website-check.yml
 
   required:
     name: CI required
-    if: ${{ !cancelled() }}
+    if: ${{ always() }}
     needs:
       [
         changes,
-        pr-title,
         static,
         build,
         test-shard,
@@ -675,7 +769,6 @@ jobs:
         reconstruction-readiness,
         windows-curated,
         docs,
-        workflows,
         browser,
         binary_layout,
         evm,
@@ -688,12 +781,24 @@ jobs:
         website,
       ]
     runs-on: ubuntu-latest
+    timeout-minutes: 5
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
         with:
           node-version-file: .nvmrc
       - name: Require every selected lane to pass
+        id: gate
         env:
           CI_JOBS: ${{ toJSON(needs) }}
+          CI_QUALIFICATION_DIRECTORY: .cache/ci-qualification
         run: node scripts/ci/required.mjs
+      - name: Upload full qualification receipt artifact
+        if: needs.changes.outputs.tier == 'full' && success()
+        uses: actions/upload-artifact@v4
+        with:
+          name: ${{ steps.gate.outputs.receipt_name }}
+          path: ${{ steps.gate.outputs.receipt_path }}
+          if-no-files-found: error
+          overwrite: true
+          retention-days: 7

.github/workflows/nativeaot-fixtures.yml

@@ -12,7 +12,8 @@ jobs:
     name: Build Windows x64 NativeAOT fixture
     # .NET 8.0.22's bundled linker discovery supports VS 2019/2022.
     runs-on: windows-2022
-    timeout-minutes: 15
+    # Two bounded restore attempts and one compile can each take five minutes.
+    timeout-minutes: 20
     env:
       DOTNET_CLI_TELEMETRY_OPTOUT: "1"
       DOTNET_PROCESSOR_COUNT: "1"

.github/workflows/pr-title.yml

@@ -0,0 +1,29 @@
+name: PR title
+
+on:
+  pull_request:
+    branches: [main, "release/*"]
+    types: [opened, synchronize, reopened, edited]
+
+permissions: {}
+
+concurrency:
+  group: pr-title-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
+
+jobs:
+  pr-title:
+    name: Conventional PR title
+    runs-on: ubuntu-latest
+    timeout-minutes: 2
+    steps:
+      - name: Validate title for Release Please
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+        run: >-
+          node -e 'const title = process.env.PR_TITLE ?? "";
+          const conventional = /^(?:feat|fix|docs|refactor|perf|test|build|ci|chore|revert)(?:\([a-z0-9._/-]+\))?!?: .+/u;
+          if (!conventional.test(title)) {
+            console.error("PR title must use Conventional Commits, for example: feat: add historical source import");
+            process.exit(1);
+          }'

.github/workflows/real-binary-layout.yml

@@ -8,14 +8,16 @@ on:
         type: boolean
         default: false
   workflow_call:
+    inputs:
+      build_cache_artifact:
+        description: Portable build cache artifact from the calling CI run.
+        required: false
+        type: string
+        default: ""
 
 permissions:
   contents: read
 
-concurrency:
-  group: real-binary-layout-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: true
-
 env:
   NODE_OPTIONS: --max-old-space-size=768
   HUSKY: "0"
@@ -33,6 +35,8 @@ jobs:
           cache: npm
       - run: npm ci
       - uses: ./.github/actions/portable-build-cache
+        with:
+          build_cache_artifact: ${{ inputs.build_cache_artifact }}
       - name: Acquire exact upstream libraries in an isolated runner environment
         shell: bash
         run: |

.github/workflows/real-browser.yml

@@ -2,12 +2,14 @@ name: Real browser verification
 
 on:
   workflow_call:
+    inputs:
+      build_cache_artifact:
+        description: Portable build cache artifact from the calling CI run.
+        required: false
+        type: string
+        default: ""
   workflow_dispatch:
 
-concurrency:
-  group: real-browser-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
-
 env:
   HUSKY: "0"
 
@@ -26,6 +28,8 @@ jobs:
           cache: npm
       - run: npm ci
       - uses: ./.github/actions/portable-build-cache
+        with:
+          build_cache_artifact: ${{ inputs.build_cache_artifact }}
       - run: npm run verify:browser
         env:
           REA_BROWSER_EXECUTABLE: /usr/bin/google-chrome

.github/workflows/real-evm-interface.yml

@@ -3,14 +3,16 @@ name: Real offline EVM interface
 on:
   workflow_dispatch:
   workflow_call:
+    inputs:
+      build_cache_artifact:
+        description: Portable build cache artifact from the calling CI run.
+        required: false
+        type: string
+        default: ""
 
 permissions:
   contents: read
 
-concurrency:
-  group: real-evm-interface-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: true
-
 env:
   NODE_OPTIONS: --max-old-space-size=768
   HUSKY: "0"
@@ -27,6 +29,8 @@ jobs:
           cache: npm
       - run: npm ci
       - uses: ./.github/actions/portable-build-cache
+        with:
+          build_cache_artifact: ${{ inputs.build_cache_artifact }}
       - name: Acquire unchanged fixture compiler in isolated runner storage
         shell: bash
         run: |

.github/workflows/real-javascript-recovery.yml

@@ -2,15 +2,17 @@ name: Real JavaScript recovery
 
 on:
   workflow_call:
+    inputs:
+      build_cache_artifact:
+        description: Portable build cache artifact from the calling CI run.
+        required: false
+        type: string
+        default: ""
   workflow_dispatch:
 
 permissions:
   contents: read
 
-concurrency:
-  group: javascript-recovery-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
-
 env:
   HUSKY: "0"
   NODE_OPTIONS: "--max-old-space-size=768"
@@ -28,6 +30,8 @@ jobs:
           cache: npm
       - run: npm ci
       - uses: ./.github/actions/portable-build-cache
+        with:
+          build_cache_artifact: ${{ inputs.build_cache_artifact }}
       - name: Fetch pinned Wakaru release into the job workspace
         shell: bash
         run: |

.github/workflows/real-packet-capture.yml

@@ -7,6 +7,13 @@ on:
       - "tests/boundary/cli/captureCleanup.test.ts"
       - "tests/boundary/mcp/packetCaptureMcp.test.ts"
       - "src/captures/**"
+      - "src/pcap/**"
+      - "src/domain/pcap/**"
+      - "src/domain/analysisView/pcapCaptureView.ts"
+      - "src/application/pcap/**"
+      - "src/contracts/pcap/**"
+      - "src/server/registerPcapTools.ts"
+      - "tests/boundary/pcap/**"
       - "src/domain/captures/**"
       - "src/application/captures/**"
       - "src/contracts/captures/**"
@@ -44,7 +51,8 @@ jobs:
       - run: sudo apt-get update && sudo DEBIAN_FRONTEND=noninteractive apt-get install -y tshark util-linux python3
       - run: npm ci
       - run: npm run build:cached
-      - run: npm run test:focused -- src/process/LinuxResourceLimits.test.ts tests/boundary/captures/captureProvider.test.ts tests/boundary/captures/captureDescriptorCleanup.test.ts tests/boundary/captures/resourceLimits.test.ts tests/boundary/captures/packetOutput.test.ts tests/boundary/mcp/packetCaptureMcp.test.ts tests/boundary/cli/captureCleanup.test.ts
+      - run: npm run test:focused -- tests/boundary/captures/fieldDiscovery.test.ts src/process/LinuxResourceLimits.test.ts tests/boundary/captures/captureProvider.test.ts tests/boundary/captures/captureDescriptorCleanup.test.ts tests/boundary/captures/resourceLimits.test.ts tests/boundary/captures/packetOutput.test.ts tests/boundary/mcp/packetCaptureMcp.test.ts tests/boundary/cli/captureCleanup.test.ts
       - run: node scripts/verify-packet-capture.mjs
         env:
           REA_TSHARK_COMMAND: /usr/bin/tshark
+          REA_CAPINFOS_COMMAND: /usr/bin/capinfos

.github/workflows/real-recorded-crash.yml

@@ -3,14 +3,16 @@ name: Real recorded crash evidence
 on:
   workflow_dispatch:
   workflow_call:
+    inputs:
+      build_cache_artifact:
+        description: Portable build cache artifact from the calling CI run.
+        required: false
+        type: string
+        default: ""
 
 permissions:
   contents: read
 
-concurrency:
-  group: real-recorded-crash-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: true
-
 env:
   NODE_OPTIONS: --max-old-space-size=768
   HUSKY: "0"
@@ -30,6 +32,8 @@ jobs:
           cache: npm
       - run: npm ci
       - uses: ./.github/actions/portable-build-cache
+        with:
+          build_cache_artifact: ${{ inputs.build_cache_artifact }}
       - name: Install GDB on the disposable CI runner
         shell: bash
         run: |

.github/workflows/real-signal-recording.yml

@@ -44,7 +44,7 @@ jobs:
       - run: sudo apt-get update && sudo apt-get install -y sigrok-cli util-linux python3
       - run: npm ci
       - run: npm run build:cached
-      - run: npm run test:focused -- src/process/LinuxResourceLimits.test.ts src/domain/signals/annotationTextWindow.test.ts tests/boundary/signals/recordingProvider.test.ts tests/boundary/signals/recordingDescriptorCleanup.test.ts tests/boundary/signals/resourceLimits.test.ts tests/boundary/mcp/signalRecordingMcp.test.ts tests/boundary/cli/signalCleanup.test.ts
+      - run: npm run test:focused -- tests/boundary/signals/decoderDiscovery.test.ts src/process/LinuxResourceLimits.test.ts src/domain/signals/annotationTextWindow.test.ts tests/boundary/signals/recordingProvider.test.ts tests/boundary/signals/recordingDescriptorCleanup.test.ts tests/boundary/signals/resourceLimits.test.ts tests/boundary/mcp/signalRecordingMcp.test.ts tests/boundary/cli/signalCleanup.test.ts
       - run: node scripts/verify-signal-recording.mjs
         env:
           REA_SIGROK_COMMAND: /usr/bin/sigrok-cli

.github/workflows/real-web-network-captures.yml

@@ -3,14 +3,16 @@ name: Real historical web network captures
 on:
   workflow_dispatch:
   workflow_call:
+    inputs:
+      build_cache_artifact:
+        description: Portable build cache artifact from the calling CI run.
+        required: false
+        type: string
+        default: ""
 
 permissions:
   contents: read
 
-concurrency:
-  group: real-web-network-captures-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: true
-
 env:
   HUSKY: "0"
   NODE_OPTIONS: --max-old-space-size=768
@@ -29,6 +31,8 @@ jobs:
         run: npm install --global npm@11.16.0
       - run: npm ci
       - uses: ./.github/actions/portable-build-cache
+        with:
+          build_cache_artifact: ${{ inputs.build_cache_artifact }}
       - name: Acquire fixed upstream native profile in runner temporary storage
         shell: bash
         run: |

.github/workflows/real-web-runtime.yml

@@ -1,12 +1,15 @@
 name: Real website runtime attribution
 on:
   workflow_call:
+    inputs:
+      build_cache_artifact:
+        description: Portable build cache artifact from the calling CI run.
+        required: false
+        type: string
+        default: ""
   workflow_dispatch:
 permissions:
   contents: read
-concurrency:
-  group: real-web-runtime-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
 env:
   HUSKY: "0"
 jobs:
@@ -21,6 +24,8 @@ jobs:
           cache: npm
       - run: npm ci
       - uses: ./.github/actions/portable-build-cache
+        with:
+          build_cache_artifact: ${{ inputs.build_cache_artifact }}
       - run: npm run verify:browser:runtime
         env:
           REA_BROWSER_EXECUTABLE: /usr/bin/google-chrome

.github/workflows/real-web-source-map.yml

@@ -1,12 +1,15 @@
 name: Real website source-map verification
 on:
   workflow_call:
+    inputs:
+      build_cache_artifact:
+        description: Portable build cache artifact from the calling CI run.
+        required: false
+        type: string
+        default: ""
   workflow_dispatch:
 permissions:
   contents: read
-concurrency:
-  group: real-web-source-map-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
 env:
   HUSKY: "0"
 jobs:
@@ -21,6 +24,8 @@ jobs:
           cache: npm
       - run: npm ci
       - uses: ./.github/actions/portable-build-cache
+        with:
+          build_cache_artifact: ${{ inputs.build_cache_artifact }}
       - name: Install the pinned compiler into an isolated fixture directory
         run: npm install --prefix "$RUNNER_TEMP/rea-web-source-map-compiler" --no-audit --no-fund --package-lock=false esbuild@0.25.10
       - run: npm run verify:browser:source-maps

.github/workflows/release.yml

@@ -290,13 +290,25 @@ jobs:
         if: inputs.phase == 'prepare' && steps.release.outputs.prs_created == 'true'
         run: npm run docs:check && git diff --exit-code
 
-  publish:
-    name: Publish to npm
+  qualification:
+    name: Qualify exact release revision
     needs: [merged-release, release-please]
     if: >-
       always() && !cancelled() &&
       ((needs.merged-release.result == 'success' && needs.merged-release.outputs.release_created == 'true') ||
       (needs.release-please.result == 'success' && inputs.phase == 'publish' && needs.release-please.outputs.release_created == 'true'))
+    permissions:
+      contents: read
+      actions: read
+    uses: ./.github/workflows/ci.yml
+    with:
+      source_sha: ${{ needs.merged-release.outputs.sha || needs.release-please.outputs.sha }}
+
+  publish:
+    name: Publish to npm
+    needs: [merged-release, release-please, qualification]
+    if: >-
+      always() && !cancelled() && needs.qualification.result == 'success'
     runs-on: ubuntu-latest
     permissions:
       contents: read
@@ -315,17 +327,20 @@ jobs:
 
       - run: npm ci
 
-      - name: Prepare Windows native build toolchain
-        run: sudo apt-get update && sudo apt-get install --no-install-recommends -y g++-mingw-w64-x86-64
+      - name: Download the exact qualified package
+        uses: actions/download-artifact@v4
+        with:
+          name: verified-release-package
+          path: .cache/verified-package/
 
-      - name: Build and verify bundled Windows native controls
-        run: npm run build:windows-native && npm run verify:windows-native:artifact
-
-      - name: Verify packaged release before publishing
-        run: npm run verify:package
+      - name: Verify qualified package provenance and digest
+        id: package
+        run: node scripts/ci/verified-package.mjs validate .cache/verified-package
 
       - name: Publish
         shell: bash
+        env:
+          VERIFIED_PACKAGE_TARBALL: ${{ steps.package.outputs.tarball }}
         run: |
           version="$(node --input-type=module -e 'import packageJson from "./package.json" with { type: "json" }; process.stdout.write(packageJson.version)')"
           published_version="$(npm view "rea-agents@${version}" version --json 2>/dev/null || true)"
@@ -333,7 +348,7 @@ jobs:
             echo "rea-agents@${version} is already published; verifying the existing package."
           else
             tag="$(node scripts/release-npm-tag.mjs "${version}")"
-            npm publish --access public --tag "${tag}"
+            npm publish "${VERIFIED_PACKAGE_TARBALL}" --access public --tag "${tag}"
           fi
 
       - name: Verify published CLI from npm

.github/workflows/website-check.yml

@@ -7,10 +7,6 @@ on:
 permissions:
   contents: read
 
-concurrency:
-  group: website-check-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: true
-
 jobs:
   check:
     name: Website checks

.gitignore

@@ -36,6 +36,7 @@ coverage/
 .vitest/
 .vitest-reports/
 test-results.xml
+test-timings.json
 .turbo/
 .cache/
 docs/.vitepress/cache/
@@ -72,3 +73,5 @@ Thumbs.db
 
 # Complete static website output, including generated language editions.
 website/_site/
+# Temporary translation output prepared before replacing the complete site.
+website/.i18n-*/

.jscpd.json

@@ -1,5 +1,5 @@
 {
-  "threshold": 3.0,
+  "threshold": 3.5,
   "reporters": ["consoleFull"],
   "ignore": [
     "node_modules/**",

README.md

@@ -150,29 +150,30 @@ CLI commands use the same workflows.
 REA requires Node.js 22.x (>=22.19), 24.x (>=24.11), or 26+, plus npm.
 Additional tools and host support depend on the target:
 
-| Target                 | What REA returns                                                                     | Requirements and guide                                                                                                                                               |
-| ---------------------- | ------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Native binaries        | Pseudocode, assembly, strings, symbols, calls and references                         | Hopper, Ghidra or IDA; [native analysis](https://rea.tools/guides/native/)                                                                                           |
-| Offline ELF layout     | Sections, segments, original symbols/relocations and static mitigation candidates    | Caller-supplied pwntools on Linux x64; [binary diagnostics](docs/guides/native/binary-diagnostics.md)                                                                |
-| Go binaries            | Embedded compiler version, modules, replacements and build settings                  | Built-in static ELF/PE/thin Mach-O inspection; no Go installation required                                                                                           |
-| WASM artifact          | Validation, sections, exact import/export WAT forms and decoded WAT                  | Caller-supplied WABT 1.0.42; `inspect_wasm_artifact`                                                                                                                 |
-| EVM bytecode           | Dispatch selectors, byte offsets, inferred arguments and mutability                  | Local raw/hex carrier on Linux x64; [offline EVM guide](docs/guides/evm/evm-bytecode.md)                                                                             |
-| SQLite databases       | Tables, columns, indexes, views, triggers and selected ordinary-table rows           | Local database/WAL snapshot; Node.js 24.x >=24.15 or 26+ with native SQLite limits                                                                                   |
-| Recorded Linux crashes | Raw notes, every recorded thread's registers/signals and optional mapping candidates | Caller-supplied pwntools on Linux x64; optional GDB/pwndbg; [recorded crashes](docs/guides/native/recorded-crashes.md)                                               |
-| JavaScript / Electron  | Modules, imports, source maps, routes, IPC and native add-on relationships           | Node.js and npm; [application analysis](https://rea.tools/guides/javascript/)                                                                                        |
-| Websites               | Page structure, scripts, network observations and requested screenshots              | A Chrome-family browser; [browser analysis](https://rea.tools/guides/browser/)                                                                                       |
-| Saved network captures | Requests, responses, exposed payloads and source locations                           | HAR; mitmdump on Linux for native mitmproxy captures; [capture guide](docs/guides/web/web-network-captures.md)                                                       |
-| .NET assemblies        | Metadata, CIL instructions, declared native dependencies and build comparisons       | None (static only); [managed-code guide](docs/guides/managed/managed-code-analysis.md)                                                                               |
-| Android APKs           | Manifest declarations, classes, decompiled methods and references                    | Headless JADX and a full JDK on Linux/macOS/Windows x64; [Android guide](docs/guides/android/android-analysis.md)                                                    |
-| Android devices        | Devices, packages, processes, logs, dumps, screen captures, and APK/file transfers   | Caller-supplied adb (emulator or hardware); [ADB guide](docs/guides/android/adb-device-analysis.md)                                                                  |
-| JEB projects           | Engine-backed project units, artifact digests and type/method pseudo-code            | A caller-started JEB client serving MCP, selected with REA_JEB_MCP_URL; [JEB guide](docs/providers/jeb-analysis.md)                                                  |
-| Android resources      | Decoded manifest, string tables, locales and version facts                           | Caller-supplied Apktool launcher; [resource guide](docs/guides/android/apktool-resource-analysis.md)                                                                 |
-| Flutter apps           | Dart snapshot hash, per-ABI library digests and engine build provenance              | None (static APK parsing); [Flutter guide](docs/guides/android/flutter-analysis.md)                                                                                  |
-| Firmware               | Regions, extraction results and native-analysis handoffs                             | Binwalk / Unblob on Linux; [firmware guide](docs/guides/firmware/firmware-analysis.md)                                                                               |
-| Recorded packets       | Selected fields, repeated values, filters and decode-as rules                        | Linux: TShark 4.x + prlimit; [capture guide](docs/guides/data/packet-captures.md)                                                                                    |
-| Recorded logic signals | Decoder annotations, sample ranges and diagnostics                                   | Linux: sigrok-cli 0.7.2 + prlimit; [signal recordings](docs/guides/signals/signal-recordings.md)                                                                     |
+| Target                 | What REA returns                                                                     | Requirements and guide                                                                                                                |
+| ---------------------- | ------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------- |
+| Native binaries        | Pseudocode, assembly, strings, symbols, calls and references                         | Hopper, Ghidra or IDA; [native analysis](https://rea.tools/guides/native/)                                                            |
+| Offline ELF layout     | Sections, segments, original symbols/relocations and static mitigation candidates    | Caller-supplied pwntools on Linux x64; [binary diagnostics](docs/guides/native/binary-diagnostics.md)                                               |
+| Go binaries            | Embedded compiler version, modules, replacements and build settings                  | Built-in static ELF/PE/thin Mach-O inspection; no Go installation required                                                            |
+| WASM artifact          | Validation, sections, exact import/export WAT forms and decoded WAT                  | Caller-supplied WABT 1.0.42; `inspect_wasm_artifact`                                                                                  |
+| EVM bytecode           | Dispatch selectors, byte offsets, inferred arguments and mutability                  | Local raw/hex carrier on Linux x64; [offline EVM guide](docs/guides/evm/evm-bytecode.md)                                                         |
+| SQLite databases       | Tables, columns, indexes, views, triggers and selected ordinary-table rows           | Local database/WAL snapshot; Node.js 24.x >=24.15 or 26+ with native SQLite limits                                                    |
+| Recorded Linux crashes | Raw notes, every recorded thread's registers/signals and optional mapping candidates | Caller-supplied pwntools on Linux x64; optional GDB/pwndbg; [recorded crashes](docs/guides/native/recorded-crashes.md)                              |
+| JavaScript / Electron  | Modules, imports, source maps, routes, IPC and native add-on relationships           | Node.js and npm; [application analysis](https://rea.tools/guides/javascript/)                                                         |
+| Websites               | Page structure, scripts, network observations and requested screenshots              | A Chrome-family browser; [browser analysis](https://rea.tools/guides/browser/)                                                        |
+| Saved network captures | Requests, responses, exposed payloads and source locations                           | HAR or Fiddler Everywhere SAZ; mitmdump on Linux for native mitmproxy; [capture guide](docs/guides/web/web-network-captures.md)                  |
+| .NET assemblies        | Metadata, CIL instructions, declared native dependencies and build comparisons       | None (static only); [managed-code guide](docs/guides/managed/managed-code-analysis.md)                                                               |
+| Android APKs           | Manifest declarations, classes, decompiled methods and references                    | Headless JADX and a full JDK on Linux/macOS/Windows x64; [Android guide](docs/guides/android/android-analysis.md)                                    |
+| Android devices        | Devices, packages, processes, logs, dumps, screen captures, and APK/file transfers   | Caller-supplied adb (emulator or hardware); [ADB guide](docs/guides/android/adb-device-analysis.md)                                                  |
+| JEB projects           | Engine-backed project units, artifact digests and type/method pseudo-code            | A caller-started JEB client serving MCP, selected with REA_JEB_MCP_URL; [JEB guide](docs/providers/jeb-analysis.md)                             |
+| Android resources      | Decoded manifest, string tables, locales and version facts                           | Caller-supplied Apktool launcher; [resource guide](docs/guides/android/apktool-resource-analysis.md)                                                 |
+| Flutter apps           | Dart snapshot hash, per-ABI library digests and engine build provenance              | None (static APK parsing); [Flutter guide](docs/guides/android/flutter-analysis.md)                                                                  |
+| Firmware               | Regions, extraction results and native-analysis handoffs                             | Binwalk / Unblob on Linux; [firmware guide](docs/guides/firmware/firmware-analysis.md)                                                                |
+| Recorded packets       | Selected fields, repeated values, filters and decode-as rules                        | Linux: TShark 4.x + prlimit; [capture guide](docs/guides/data/packet-captures.md)                                                                 |
+| Packet summaries       | Endpoints, DNS, TLS SNI, protocol distribution and HTTP requests                     | Caller-supplied tshark and capinfos (Linux-verified); [pcap guide](docs/guides/data/pcap-analysis.md)                                             |
+| Recorded logic signals | Decoder annotations, sample ranges and diagnostics                                   | Linux: sigrok-cli 0.7.2 + prlimit; [signal recordings](docs/guides/signals/signal-recordings.md)                                                     |
 | Packages and resources | File inventories, digests, plists, Apple bundle anatomy and extracted resources      | [Artifact and JavaScript guide](docs/guides/javascript/javascript-artifact-reconstruction.md), [Apple applications](docs/guides/apple/apple-application-analysis.md) |
-| Process behavior       | Terminal output, interactions, exit and filesystem observations, and run comparisons | Linux/macOS with a native PTY; [process capture](docs/guides/runtime/process-capture.md)                                                                             |
+| Process behavior       | Terminal output, interactions, exit and filesystem observations, and run comparisons | Linux/macOS with a native PTY; [process capture](docs/guides/runtime/process-capture.md)                                                             |
 
 Static JavaScript and .NET inspection read the supplied files without running
 the application. Runtime capture runs or interacts with the selected target
@@ -321,7 +322,7 @@ Report vulnerabilities through [SECURITY.md](SECURITY.md).
 
 ## Star history
 
-🎉 **110,000 GitHub stars — thank you!**
+🎉 **170,000 GitHub stars — thank you!**
 
 Thanks to everyone using REA, reporting bugs, requesting features, testing builds, and contributing fixes.
 

README_ar.md

@@ -130,26 +130,27 @@ npx rea-agents@latest setup
 
 يتطلب REA إصدار Node.js 22.x (>=22.19) أو 24.x (>=24.11) أو 26+، إضافة إلى npm. تعتمد الأدوات الإضافية والأنظمة المضيفة المدعومة على الهدف:
 
-| الهدف                           | ما يعيده REA                                                                                               | المتطلبات والدليل                                                                                                                                                |
-| ------------------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| الملفات الثنائية للشيفرة الأصلية | شيفرة شبه برمجية، وتعليمات تجميع، وسلاسل نصية، ورموز، واستدعاءات، ومراجع                                    | Hopper أو Ghidra أو IDA؛ [تحليل الشيفرة الأصلية](https://rea.tools/ar/guides/native/)                                                                             |
-| بنية ELF دون تشغيل              | الأقسام والمقاطع والرموز ومعلومات إعادة التموضع الأصلية، وآليات الحماية المحتملة المستدلّ عليها بالفحص الثابت | pwntools يوفّره المستدعي على Linux x64؛ [تشخيص الملفات الثنائية](docs/guides/native/binary-diagnostics.md)                                                        |
-| شيفرة EVM البايتية              | محددات التوجيه، وإزاحات البايتات، والمعاملات المستنتجة، وقابلية تغيير الحالة                                | مدخل محلي يحمل بايتات خامًا أو تمثيلًا سداسيًا عشريًا على Linux x64؛ [دليل EVM دون تشغيل](docs/guides/evm/evm-bytecode.md)                                            |
-| أعطال Linux المسجّلة             | سجلات note الخام، ومسجّلات المعالج/الإشارات لكل خيط مسجّل، وترشيحات اختيارية لخرائط الذاكرة                     | pwntools يوفّره المستدعي على Linux x64؛ GDB/pwndbg اختياريان؛ [الأعطال المسجّلة](docs/guides/native/recorded-crashes.md)                                            |
-| JavaScript / Electron           | الوحدات، وعمليات الاستيراد، وخرائط المصدر، والمسارات، وIPC، وعلاقات إضافات الشيفرة الأصلية                    | Node.js وnpm؛ [تحليل التطبيقات](https://rea.tools/ar/guides/javascript/)                                                                                         |
-| المواقع                         | بنية الصفحة، والسكربتات، وملاحظات الشبكة، ولقطات الشاشة المطلوبة                                            | متصفح من عائلة Chrome؛ [تحليل المتصفح](https://rea.tools/ar/guides/browser/)                                                                                     |
-| تسجيلات الشبكة المحفوظة          | الطلبات، والاستجابات، ومحتويات الحمولة المتاحة، ومواضعها في المصدر                                          | HAR؛ وmitmdump على Linux لتسجيلات mitmproxy بصيغتها الأصلية؛ [دليل تسجيلات الشبكة](docs/guides/web/web-network-captures.md)                                         |
-| تجميعات .NET                    | البيانات الوصفية، وتعليمات CIL، واعتماديات الشيفرة الأصلية المعلنة، ومقارنات البناء                         | فحص ثابت؛ [دليل الشيفرة المُدارة](docs/guides/managed/managed-code-analysis.md)                                                                                   |
-| حزم Android APK                 | تصريحات ملف manifest، والأصناف، والدوال الناتجة عن فك الترجمة، والمراجع                                     | JADX دون واجهة رسومية وJDK كامل على Linux/macOS/Windows x64؛ [دليل Android](docs/guides/android/android-analysis.md)                                             |
-| أجهزة Android                   | الأجهزة والحزم والعمليات والسجلات والدامبات ولقطات الشاشة ونقل APK/الملفات                                   | adb يوفّره المُستدعي (محاكي أو جهاز)؛ [دليل ADB](docs/guides/android/adb-device-analysis.md)                                                                       |
-| مشاريع JEB                      | وحدات المشروع من المحرك وبصمات المصنّفات والكود الزائف للأنواع/الدوال                                        | عميل JEB يبدأه المُستدعي ويقدّم MCP، ويُختار عبر REA_JEB_MCP_URL؛ [دليل JEB](docs/providers/jeb-analysis.md)                                                        |
-| موارد Android                   | البيان المفكوك الترميز وجداول السلاسل واللغات وحقائق الإصدار                                                 | مُشغّل Apktool يوفّره المُستدعي؛ [دليل الموارد](docs/guides/android/apktool-resource-analysis.md)                                                                    |
-| تطبيقات Flutter                 | بصمة لقطة Dart وهشوش المكتبات لكل ABI وأصل بناء المحرك                                                     | لا شيء (تحليل APK ساكن)؛ [دليل Flutter](docs/guides/android/flutter-analysis.md)                                                                                  |
-| البرامج الثابتة                 | المناطق، ونتائج الاستخراج، وما يُمرّر إلى تحليل الشيفرة الأصلية                                                | Binwalk / Unblob على Linux؛ [دليل البرامج الثابتة](docs/guides/firmware/firmware-analysis.md)                                                                    |
-| الحزم المسجلة                   | حقول مختارة وقيم متكررة ومرشحات وقواعد فك الترميز                                                          | Linux: TShark 4.x + prlimit; [دليل التقاط الحزم](docs/guides/data/packet-captures.md)                                                                            |
-| الإشارات المنطقية المسجلة        | تعليقات مفكك الترميز ونطاقات العينات ومعلومات التشخيص                                                      | Linux: sigrok-cli 0.7.2 + prlimit; [دليل الإشارات](docs/guides/signals/signal-recordings.md)                                                                      |
+| الهدف                           | ما يعيده REA                                                                                               | المتطلبات والدليل                                                                                                                 |
+| ------------------------------- | ---------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------- |
+| الملفات الثنائية للشيفرة الأصلية | شيفرة شبه برمجية، وتعليمات تجميع، وسلاسل نصية، ورموز، واستدعاءات، ومراجع                                    | Hopper أو Ghidra أو IDA؛ [تحليل الشيفرة الأصلية](https://rea.tools/ar/guides/native/)                                              |
+| بنية ELF دون تشغيل              | الأقسام والمقاطع والرموز ومعلومات إعادة التموضع الأصلية، وآليات الحماية المحتملة المستدلّ عليها بالفحص الثابت | pwntools يوفّره المستدعي على Linux x64؛ [تشخيص الملفات الثنائية](docs/guides/native/binary-diagnostics.md)                                       |
+| شيفرة EVM البايتية              | محددات التوجيه، وإزاحات البايتات، والمعاملات المستنتجة، وقابلية تغيير الحالة                                | مدخل محلي يحمل بايتات خامًا أو تمثيلًا سداسيًا عشريًا على Linux x64؛ [دليل EVM دون تشغيل](docs/guides/evm/evm-bytecode.md)                        |
+| أعطال Linux المسجّلة             | سجلات note الخام، ومسجّلات المعالج/الإشارات لكل خيط مسجّل، وترشيحات اختيارية لخرائط الذاكرة                     | pwntools يوفّره المستدعي على Linux x64؛ GDB/pwndbg اختياريان؛ [الأعطال المسجّلة](docs/guides/native/recorded-crashes.md)                           |
+| JavaScript / Electron           | الوحدات، وعمليات الاستيراد، وخرائط المصدر، والمسارات، وIPC، وعلاقات إضافات الشيفرة الأصلية                    | Node.js وnpm؛ [تحليل التطبيقات](https://rea.tools/ar/guides/javascript/)                                                          |
+| المواقع                         | بنية الصفحة، والسكربتات، وملاحظات الشبكة، ولقطات الشاشة المطلوبة                                            | متصفح من عائلة Chrome؛ [تحليل المتصفح](https://rea.tools/ar/guides/browser/)                                                      |
+| تسجيلات الشبكة المحفوظة          | الطلبات، والاستجابات، ومحتويات الحمولة المتاحة، ومواضعها في المصدر                                          | HAR؛ وmitmdump على Linux لتسجيلات mitmproxy بصيغتها الأصلية؛ [دليل تسجيلات الشبكة](docs/guides/web/web-network-captures.md)                     |
+| التقاط الحزم                    | نقاط النهاية وDNS وTLS SNI وتوزيع البروتوكولات وطلبات HTTP                                                  | tshark وcapinfos يوفّرهما المُستدعي؛ [دليل pcap](docs/guides/data/pcap-analysis.md)                                                             |
+| تجميعات .NET                    | البيانات الوصفية، وتعليمات CIL، واعتماديات الشيفرة الأصلية المعلنة، ومقارنات البناء                         | فحص ثابت؛ [دليل الشيفرة المُدارة](docs/guides/managed/managed-code-analysis.md)                                                                   |
+| حزم Android APK                 | تصريحات ملف manifest، والأصناف، والدوال الناتجة عن فك الترجمة، والمراجع                                     | JADX دون واجهة رسومية وJDK كامل على Linux/macOS/Windows x64؛ [دليل Android](docs/guides/android/android-analysis.md)                             |
+| أجهزة Android                   | الأجهزة والحزم والعمليات والسجلات والدامبات ولقطات الشاشة ونقل APK/الملفات                                   | adb يوفّره المُستدعي (محاكي أو جهاز)؛ [دليل ADB](docs/guides/android/adb-device-analysis.md)                                                       |
+| مشاريع JEB                      | وحدات المشروع من المحرك وبصمات المصنّفات والكود الزائف للأنواع/الدوال                                        | عميل JEB يبدأه المُستدعي ويقدّم MCP، ويُختار عبر REA_JEB_MCP_URL؛ [دليل JEB](docs/providers/jeb-analysis.md)                                   |
+| موارد Android                   | البيان المفكوك الترميز وجداول السلاسل واللغات وحقائق الإصدار                                                 | مُشغّل Apktool يوفّره المُستدعي؛ [دليل الموارد](docs/guides/android/apktool-resource-analysis.md)                                                    |
+| تطبيقات Flutter                 | بصمة لقطة Dart وهشوش المكتبات لكل ABI وأصل بناء المحرك                                                     | لا شيء (تحليل APK ساكن)؛ [دليل Flutter](docs/guides/android/flutter-analysis.md)                                                                  |
+| البرامج الثابتة                 | المناطق، ونتائج الاستخراج، وما يُمرّر إلى تحليل الشيفرة الأصلية                                                | Binwalk / Unblob على Linux؛ [دليل البرامج الثابتة](docs/guides/firmware/firmware-analysis.md)                                                     |
+| الحزم المسجلة                   | حقول مختارة وقيم متكررة ومرشحات وقواعد فك الترميز                                                          | Linux: TShark 4.x + prlimit; [دليل التقاط الحزم](docs/guides/data/packet-captures.md)                                                         |
+| الإشارات المنطقية المسجلة        | تعليقات مفكك الترميز ونطاقات العينات ومعلومات التشخيص                                                      | Linux: sigrok-cli 0.7.2 + prlimit; [دليل الإشارات](docs/guides/signals/signal-recordings.md)                                                      |
 | الحزم والموارد                  | قوائم الملفات، والبصمات، وملفات plist، وبنية حزم Apple، والموارد المستخرجة                                 | [دليل تحليل الملفات وJavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md)، [تطبيقات Apple](docs/guides/apple/apple-application-analysis.md) |
-| سلوك العمليات                   | مخرجات الطرفية، والتفاعلات، وملاحظات الخروج ونظام الملفات، ومقارنات التشغيل                                  | Linux/macOS مع PTY أصلي؛ [تسجيل سلوك العمليات](docs/guides/runtime/process-capture.md)                                                                           |
+| سلوك العمليات                   | مخرجات الطرفية، والتفاعلات، وملاحظات الخروج ونظام الملفات، ومقارنات التشغيل                                  | Linux/macOS مع PTY أصلي؛ [تسجيل سلوك العمليات](docs/guides/runtime/process-capture.md)                                                           |
 
 يقرأ الفحص الثابت لـ JavaScript و.NET الملفات المقدّمة دون تشغيل التطبيق. يشغّل التسجيل أثناء التنفيذ الهدف المحدد أو يتفاعل معه بصلاحيات مستخدمك؛ ويشرح كل دليل للتسجيل أثناء التنفيذ آثاره.
 
@@ -263,7 +264,7 @@ npx rea-agents@latest setup
 
 ## سجل النجوم
 
-🎉 **110,000 نجمة على GitHub — شكرًا لكم!**
+🎉 **170,000 نجمة على GitHub — شكرًا لكم!**
 
 شكرًا لكل من يستخدم REA، ويبلّغ عن الأخطاء، ويقترح ميزات، ويختبر إصدارات البناء، ويساهم بالإصلاحات.
 

README_de.md

@@ -130,26 +130,27 @@ Dein Agent ruft REA über MCP auf, um das Ziel zu untersuchen und relevanten Cod
 
 REA benötigt Node.js 22.x (>=22.19), 24.x (>=24.11) oder 26+ sowie npm. Zusätzliche Werkzeuge und unterstützte Hostsysteme hängen vom Ziel ab:
 
-| Ziel                                | Was REA zurückgibt                                                                                              | Voraussetzungen und Anleitung                                                                                                                                            |
-| ----------------------------------- | --------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
-| Native Binärdateien                 | Pseudocode, Assemblercode, Zeichenketten, Symbole, Aufrufe und Verweise                                         | Hopper, Ghidra oder IDA; [native Analyse](https://rea.tools/de/guides/native/)                                                                                           |
-| Offline-ELF-Struktur                | Sektionen, Segmente, ursprüngliche Symbole/Relokationen und mögliche Schutzmaßnahmen aus statischer Analyse     | Vom Aufrufer bereitgestelltes pwntools unter Linux x64; [Binärdiagnostik](docs/guides/native/binary-diagnostics.md)                                                      |
-| EVM-Bytecode                        | Dispatch-Selektoren, Byte-Offsets, abgeleitete Argumente und Veränderbarkeit des Zustands                       | Lokale Eingabe mit Rohbytes oder Hexdarstellung unter Linux x64; [Offline-EVM-Leitfaden](docs/guides/evm/evm-bytecode.md)                                                |
-| Aufgezeichnete Linux-Abstürze       | Unverarbeitete Note-Einträge, Register/Signale aller aufgezeichneten Threads und optionale Zuordnungskandidaten | Vom Aufrufer bereitgestelltes pwntools unter Linux x64; optional GDB/pwndbg; [aufgezeichnete Abstürze](docs/guides/native/recorded-crashes.md)                           |
-| JavaScript / Electron               | Module, Imports, Source Maps, Routen, IPC und Beziehungen zu nativen Add-ons                                    | Node.js und npm; [Anwendungsanalyse](https://rea.tools/de/guides/javascript/)                                                                                            |
-| Websites                            | Seitenstruktur, Skripte, Netzwerkbeobachtungen und angeforderte Screenshots                                     | Ein Browser aus der Chrome-Familie; [Browseranalyse](https://rea.tools/de/guides/browser/)                                                                               |
-| Gespeicherte Netzwerkaufzeichnungen | Anfragen, Antworten, zugängliche Nutzdaten und Quellpositionen                                                  | HAR; mitmdump unter Linux für Aufzeichnungen im nativen mitmproxy-Format; [Leitfaden zu Netzwerkaufzeichnungen](docs/guides/web/web-network-captures.md)                 |
-| .NET-Assemblies                     | Metadaten, CIL-Anweisungen, deklarierte native Abhängigkeiten und Build-Vergleiche                              | Statische Untersuchung; [Leitfaden für verwalteten Code](docs/guides/managed/managed-code-analysis.md)                                                                   |
-| Android-APKs                        | Manifest-Deklarationen, Klassen, dekompilierte Methoden und Verweise                                            | JADX ohne grafische Oberfläche und ein vollständiges JDK unter Linux/macOS/Windows x64; [Android-Leitfaden](docs/guides/android/android-analysis.md)                     |
-| Android-Geräte                      | Geräte, Pakete, Prozesse, Logs, Dumps, Bildschirmaufnahmen sowie APK- und Dateiübertragungen                    | Vom Aufrufer bereitgestelltes adb (Emulator oder Gerät); [ADB-Leitfaden](docs/guides/android/adb-device-analysis.md)                                                     |
-| JEB-Projekte                        | Engine-gestützte Projekteinheiten, Artefakt-Prüfsummen und Pseudokode von Typen/Methoden                        | Ein vom Aufrufer gestarteter JEB-Client mit MCP, ausgewählt über REA_JEB_MCP_URL; [JEB-Leitfaden](docs/providers/jeb-analysis.md)                                        |
-| Android-Ressourcen                  | Dekodiertes Manifest, String-Tabellen, Sprachen und Versionsfakten                                              | Vom Aufrufer bereitgestellter Apktool-Starter; [Ressourcen-Leitfaden](docs/guides/android/apktool-resource-analysis.md)                                                  |
-| Flutter-Apps                        | Dart-Snapshot-Hash, Per-ABI-Bibliotheksprüfsummen und Engine-Build-Provenienz                                   | Keine (statische APK-Analyse); [Flutter-Leitfaden](docs/guides/android/flutter-analysis.md)                                                                              |
-| Firmware                            | Bereiche, Extraktionsergebnisse und Übergaben an die native Analyse                                             | Binwalk / Unblob unter Linux; [Firmware-Leitfaden](docs/guides/firmware/firmware-analysis.md)                                                                            |
-| Aufgezeichnete Pakete               | Ausgewählte Felder, wiederholte Werte, Filter und Decode-as-Regeln                                              | Linux: TShark 4.x + prlimit; [Mitschnitt-Anleitung](docs/guides/data/packet-captures.md)                                                                                 |
-| Aufgezeichnete Logiksignale         | Decoder-Anmerkungen, Sample-Bereiche und Diagnosen                                                              | Linux: sigrok-cli 0.7.2 + prlimit; [Signalaufzeichnungen](docs/guides/signals/signal-recordings.md)                                                                      |
-| Pakete und Ressourcen               | Dateiinventare, Hashwerte, plists, Aufbau von Apple-Bundles und extrahierte Ressourcen                          | [Artefakt- und JavaScript-Leitfaden](docs/guides/javascript/javascript-artifact-reconstruction.md), [Apple-Anwendungen](docs/guides/apple/apple-application-analysis.md) |
-| Prozessverhalten                    | Terminalausgabe, Interaktionen, Beobachtungen zu Prozessende und Dateisystem sowie Laufvergleiche               | Linux/macOS mit nativer PTY; [Prozessaufzeichnung](docs/guides/runtime/process-capture.md)                                                                               |
+| Ziel                                | Was REA zurückgibt                                                                                              | Voraussetzungen und Anleitung                                                                                                                 |
+| ----------------------------------- | --------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------- |
+| Native Binärdateien                 | Pseudocode, Assemblercode, Zeichenketten, Symbole, Aufrufe und Verweise                                         | Hopper, Ghidra oder IDA; [native Analyse](https://rea.tools/de/guides/native/)                                                                |
+| Offline-ELF-Struktur                | Sektionen, Segmente, ursprüngliche Symbole/Relokationen und mögliche Schutzmaßnahmen aus statischer Analyse     | Vom Aufrufer bereitgestelltes pwntools unter Linux x64; [Binärdiagnostik](docs/guides/native/binary-diagnostics.md)                                         |
+| EVM-Bytecode                        | Dispatch-Selektoren, Byte-Offsets, abgeleitete Argumente und Veränderbarkeit des Zustands                       | Lokale Eingabe mit Rohbytes oder Hexdarstellung unter Linux x64; [Offline-EVM-Leitfaden](docs/guides/evm/evm-bytecode.md)                                |
+| Aufgezeichnete Linux-Abstürze       | Unverarbeitete Note-Einträge, Register/Signale aller aufgezeichneten Threads und optionale Zuordnungskandidaten | Vom Aufrufer bereitgestelltes pwntools unter Linux x64; optional GDB/pwndbg; [aufgezeichnete Abstürze](docs/guides/native/recorded-crashes.md)              |
+| JavaScript / Electron               | Module, Imports, Source Maps, Routen, IPC und Beziehungen zu nativen Add-ons                                    | Node.js und npm; [Anwendungsanalyse](https://rea.tools/de/guides/javascript/)                                                                 |
+| Websites                            | Seitenstruktur, Skripte, Netzwerkbeobachtungen und angeforderte Screenshots                                     | Ein Browser aus der Chrome-Familie; [Browseranalyse](https://rea.tools/de/guides/browser/)                                                    |
+| Gespeicherte Netzwerkaufzeichnungen | Anfragen, Antworten, zugängliche Nutzdaten und Quellpositionen                                                  | HAR; mitmdump unter Linux für Aufzeichnungen im nativen mitmproxy-Format; [Leitfaden zu Netzwerkaufzeichnungen](docs/guides/web/web-network-captures.md) |
+| Paketerfassungen                    | Endpunkte, DNS, TLS SNI, Protokollverteilung und HTTP-Anfragen                                                  | Vom Aufrufer bereitgestellte tshark- und capinfos-Binaries; [pcap-Leitfaden](docs/guides/data/pcap-analysis.md)                                           |
+| .NET-Assemblies                     | Metadaten, CIL-Anweisungen, deklarierte native Abhängigkeiten und Build-Vergleiche                              | Statische Untersuchung; [Leitfaden für verwalteten Code](docs/guides/managed/managed-code-analysis.md)                                                       |
+| Android-APKs                        | Manifest-Deklarationen, Klassen, dekompilierte Methoden und Verweise                                            | JADX ohne grafische Oberfläche und ein vollständiges JDK unter Linux/macOS/Windows x64; [Android-Leitfaden](docs/guides/android/android-analysis.md)         |
+| Android-Geräte                      | Geräte, Pakete, Prozesse, Logs, Dumps, Bildschirmaufnahmen sowie APK- und Dateiübertragungen                    | Vom Aufrufer bereitgestelltes adb (Emulator oder Gerät); [ADB-Leitfaden](docs/guides/android/adb-device-analysis.md)                                         |
+| JEB-Projekte                        | Engine-gestützte Projekteinheiten, Artefakt-Prüfsummen und Pseudokode von Typen/Methoden                        | Ein vom Aufrufer gestarteter JEB-Client mit MCP, ausgewählt über REA_JEB_MCP_URL; [JEB-Leitfaden](docs/providers/jeb-analysis.md)                       |
+| Android-Ressourcen                  | Dekodiertes Manifest, String-Tabellen, Sprachen und Versionsfakten                                              | Vom Aufrufer bereitgestellter Apktool-Starter; [Ressourcen-Leitfaden](docs/guides/android/apktool-resource-analysis.md)                                      |
+| Flutter-Apps                        | Dart-Snapshot-Hash, Per-ABI-Bibliotheksprüfsummen und Engine-Build-Provenienz                                   | Keine (statische APK-Analyse); [Flutter-Leitfaden](docs/guides/android/flutter-analysis.md)                                                                  |
+| Firmware                            | Bereiche, Extraktionsergebnisse und Übergaben an die native Analyse                                             | Binwalk / Unblob unter Linux; [Firmware-Leitfaden](docs/guides/firmware/firmware-analysis.md)                                                                 |
+| Aufgezeichnete Pakete               | Ausgewählte Felder, wiederholte Werte, Filter und Decode-as-Regeln                                              | Linux: TShark 4.x + prlimit; [Mitschnitt-Anleitung](docs/guides/data/packet-captures.md)                                                                  |
+| Aufgezeichnete Logiksignale         | Decoder-Anmerkungen, Sample-Bereiche und Diagnosen                                                              | Linux: sigrok-cli 0.7.2 + prlimit; [Signalaufzeichnungen](docs/guides/signals/signal-recordings.md)                                                          |
+| Pakete und Ressourcen               | Dateiinventare, Hashwerte, plists, Aufbau von Apple-Bundles und extrahierte Ressourcen                          | [Artefakt- und JavaScript-Leitfaden](docs/guides/javascript/javascript-artifact-reconstruction.md), [Apple-Anwendungen](docs/guides/apple/apple-application-analysis.md)     |
+| Prozessverhalten                    | Terminalausgabe, Interaktionen, Beobachtungen zu Prozessende und Dateisystem sowie Laufvergleiche               | Linux/macOS mit nativer PTY; [Prozessaufzeichnung](docs/guides/runtime/process-capture.md)                                                                   |
 
 Statische JavaScript- und .NET-Untersuchungen lesen die bereitgestellten Dateien, ohne die Anwendung auszuführen. Laufzeitaufzeichnungen führen das gewählte Ziel mit deinen Benutzerrechten aus oder interagieren damit; die jeweiligen Anleitungen beschreiben die Auswirkungen.
 
@@ -261,7 +262,7 @@ Melde Sicherheitslücken gemäß [SECURITY.md](SECURITY.md).
 
 ## Sternverlauf
 
-🎉 **110.000 GitHub-Sterne – vielen Dank!**
+🎉 **170.000 GitHub-Sterne – vielen Dank!**
 
 Danke an alle, die REA nutzen, Fehler melden, Funktionswünsche äußern, Builds testen und Fehlerbehebungen beitragen.
 

README_es.md

@@ -130,26 +130,27 @@ Tu agente llama a REA mediante MCP para inspeccionar el objetivo y seguir el có
 
 REA requiere Node.js 22.x (>=22.19), 24.x (>=24.11) o 26+, además de npm. Las herramientas adicionales y los sistemas anfitriones compatibles dependen del objetivo:
 
-| Objetivo                    | Qué devuelve REA                                                                                                               | Requisitos y guía                                                                                                                                                         |
-| --------------------------- | ------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Binarios nativos            | Pseudocódigo, ensamblador, cadenas, símbolos, llamadas y referencias                                                           | Hopper, Ghidra o IDA; [análisis nativo](https://rea.tools/es/guides/native/)                                                                                              |
-| Estructura ELF sin ejecutar | Secciones, segmentos, símbolos/reubicaciones originales y posibles medidas de mitigación detectadas mediante análisis estático | pwntools proporcionado por quien llama, en Linux x64; [diagnóstico de binarios](docs/guides/native/binary-diagnostics.md)                                                 |
-| Bytecode EVM                | Selectores de despacho, desplazamientos en bytes, argumentos inferidos y mutabilidad                                           | Entrada local con bytes sin procesar o representación hexadecimal, en Linux x64; [guía de EVM sin ejecutar](docs/guides/evm/evm-bytecode.md)                              |
-| Fallos de Linux registrados | Registros note sin procesar, registros/señales de cada hilo registrado y posibles correspondencias de memoria opcionales       | pwntools proporcionado por quien llama, en Linux x64; GDB/pwndbg opcionales; [fallos registrados](docs/guides/native/recorded-crashes.md)                                 |
-| JavaScript / Electron       | Módulos, importaciones, mapas de código fuente, rutas, IPC y relaciones con complementos nativos                               | Node.js y npm; [análisis de aplicaciones](https://rea.tools/es/guides/javascript/)                                                                                        |
-| Sitios web                  | Estructura de la página, scripts, observaciones de red y capturas de pantalla solicitadas                                      | Un navegador de la familia Chrome; [análisis del navegador](https://rea.tools/es/guides/browser/)                                                                         |
-| Capturas de red guardadas   | Solicitudes, respuestas, contenido accesible de las cargas útiles y ubicaciones de origen                                      | HAR; mitmdump en Linux para capturas en formato nativo de mitmproxy; [guía de capturas](docs/guides/web/web-network-captures.md)                                          |
-| Ensamblados .NET            | Metadatos, instrucciones CIL, dependencias nativas declaradas y comparaciones de compilaciones                                 | Inspección estática; [guía de código administrado](docs/guides/managed/managed-code-analysis.md)                                                                          |
-| APK de Android              | Declaraciones del manifiesto, clases, métodos descompilados y referencias                                                      | JADX sin interfaz gráfica y un JDK completo en Linux/macOS/Windows x64; [guía de Android](docs/guides/android/android-analysis.md)                                        |
-| Dispositivos Android        | Dispositivos, paquetes, procesos, registros, volcados, capturas de pantalla y transferencias de APK/archivos                   | adb suministrado por el autor de la llamada (emulador o dispositivo); [guía de ADB](docs/guides/android/adb-device-analysis.md)                                           |
-| Proyectos JEB               | Unidades de proyecto del motor, resúmenes de artefactos y pseudocódigo de tipos/métodos                                        | Un cliente JEB iniciado por el autor de la llamada que sirve MCP, seleccionado con REA_JEB_MCP_URL; [guía de JEB](docs/providers/jeb-analysis.md)                         |
-| Recursos de Android         | Manifiesto decodificado, tablas de cadenas, idiomas y datos de versión                                                         | Lanzador de Apktool suministrado por el autor de la llamada; [guía de recursos](docs/guides/android/apktool-resource-analysis.md)                                         |
-| Aplicaciones Flutter        | Hash de snapshot de Dart, resúmenes de bibliotecas por ABI y procedencia de compilación del motor                              | Ninguna (análisis APK estático); [guía de Flutter](docs/guides/android/flutter-analysis.md)                                                                               |
-| Firmware                    | Regiones, resultados de extracción y derivaciones al análisis nativo                                                           | Binwalk / Unblob en Linux; [guía de firmware](docs/guides/firmware/firmware-analysis.md)                                                                                  |
-| Paquetes grabados           | Campos seleccionados, valores repetidos, filtros y reglas de decodificación                                                    | Linux: TShark 4.x + prlimit; [guía de capturas](docs/guides/data/packet-captures.md)                                                                                      |
-| Señales lógicas grabadas    | Anotaciones del decodificador, rangos de muestras y diagnósticos                                                               | Linux: sigrok-cli 0.7.2 + prlimit; [guía de señales](docs/guides/signals/signal-recordings.md)                                                                            |
+| Objetivo                    | Qué devuelve REA                                                                                                               | Requisitos y guía                                                                                                                          |
+| --------------------------- | ------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------ |
+| Binarios nativos            | Pseudocódigo, ensamblador, cadenas, símbolos, llamadas y referencias                                                           | Hopper, Ghidra o IDA; [análisis nativo](https://rea.tools/es/guides/native/)                                                               |
+| Estructura ELF sin ejecutar | Secciones, segmentos, símbolos/reubicaciones originales y posibles medidas de mitigación detectadas mediante análisis estático | pwntools proporcionado por quien llama, en Linux x64; [diagnóstico de binarios](docs/guides/native/binary-diagnostics.md)                                |
+| Bytecode EVM                | Selectores de despacho, desplazamientos en bytes, argumentos inferidos y mutabilidad                                           | Entrada local con bytes sin procesar o representación hexadecimal, en Linux x64; [guía de EVM sin ejecutar](docs/guides/evm/evm-bytecode.md)          |
+| Fallos de Linux registrados | Registros note sin procesar, registros/señales de cada hilo registrado y posibles correspondencias de memoria opcionales       | pwntools proporcionado por quien llama, en Linux x64; GDB/pwndbg opcionales; [fallos registrados](docs/guides/native/recorded-crashes.md)                |
+| JavaScript / Electron       | Módulos, importaciones, mapas de código fuente, rutas, IPC y relaciones con complementos nativos                               | Node.js y npm; [análisis de aplicaciones](https://rea.tools/es/guides/javascript/)                                                         |
+| Sitios web                  | Estructura de la página, scripts, observaciones de red y capturas de pantalla solicitadas                                      | Un navegador de la familia Chrome; [análisis del navegador](https://rea.tools/es/guides/browser/)                                          |
+| Capturas de red guardadas   | Solicitudes, respuestas, contenido accesible de las cargas útiles y ubicaciones de origen                                      | HAR; mitmdump en Linux para capturas en formato nativo de mitmproxy; [guía de capturas](docs/guides/web/web-network-captures.md)                      |
+| Capturas de paquetes        | Endpoints, DNS, TLS SNI, distribución de protocolos y solicitudes HTTP                                                         | tshark y capinfos suministrados por el autor de la llamada; [guía pcap](docs/guides/data/pcap-analysis.md)                                             |
+| Ensamblados .NET            | Metadatos, instrucciones CIL, dependencias nativas declaradas y comparaciones de compilaciones                                 | Inspección estática; [guía de código administrado](docs/guides/managed/managed-code-analysis.md)                                                          |
+| APK de Android              | Declaraciones del manifiesto, clases, métodos descompilados y referencias                                                      | JADX sin interfaz gráfica y un JDK completo en Linux/macOS/Windows x64; [guía de Android](docs/guides/android/android-analysis.md)                        |
+| Dispositivos Android        | Dispositivos, paquetes, procesos, registros, volcados, capturas de pantalla y transferencias de APK/archivos                   | adb suministrado por el autor de la llamada (emulador o dispositivo); [guía de ADB](docs/guides/android/adb-device-analysis.md)                           |
+| Proyectos JEB               | Unidades de proyecto del motor, resúmenes de artefactos y pseudocódigo de tipos/métodos                                        | Un cliente JEB iniciado por el autor de la llamada que sirve MCP, seleccionado con REA_JEB_MCP_URL; [guía de JEB](docs/providers/jeb-analysis.md)    |
+| Recursos de Android         | Manifiesto decodificado, tablas de cadenas, idiomas y datos de versión                                                         | Lanzador de Apktool suministrado por el autor de la llamada; [guía de recursos](docs/guides/android/apktool-resource-analysis.md)                         |
+| Aplicaciones Flutter        | Hash de snapshot de Dart, resúmenes de bibliotecas por ABI y procedencia de compilación del motor                              | Ninguna (análisis APK estático); [guía de Flutter](docs/guides/android/flutter-analysis.md)                                                               |
+| Firmware                    | Regiones, resultados de extracción y derivaciones al análisis nativo                                                           | Binwalk / Unblob en Linux; [guía de firmware](docs/guides/firmware/firmware-analysis.md)                                                                   |
+| Paquetes grabados           | Campos seleccionados, valores repetidos, filtros y reglas de decodificación                                                    | Linux: TShark 4.x + prlimit; [guía de capturas](docs/guides/data/packet-captures.md)                                                                   |
+| Señales lógicas grabadas    | Anotaciones del decodificador, rangos de muestras y diagnósticos                                                               | Linux: sigrok-cli 0.7.2 + prlimit; [guía de señales](docs/guides/signals/signal-recordings.md)                                                            |
 | Paquetes y recursos         | Inventarios de archivos, resúmenes criptográficos, plists, estructura de paquetes de Apple y recursos extraídos                | [Guía de artefactos y JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [aplicaciones de Apple](docs/guides/apple/apple-application-analysis.md) |
-| Comportamiento de procesos  | Salida de la terminal, interacciones, observaciones de salida y del sistema de archivos, y comparaciones entre ejecuciones     | Linux/macOS con una PTY nativa; [captura de procesos](docs/guides/runtime/process-capture.md)                                                                             |
+| Comportamiento de procesos  | Salida de la terminal, interacciones, observaciones de salida y del sistema de archivos, y comparaciones entre ejecuciones     | Linux/macOS con una PTY nativa; [captura de procesos](docs/guides/runtime/process-capture.md)                                                             |
 
 La inspección estática de JavaScript y .NET lee los archivos suministrados sin ejecutar la aplicación. La captura en ejecución inicia el objetivo seleccionado o interactúa con él con los permisos de tu usuario; cada guía describe sus efectos.
 
@@ -261,7 +262,7 @@ Informa de vulnerabilidades siguiendo [SECURITY.md](SECURITY.md).
 
 ## Historial de estrellas
 
-🎉 **110.000 estrellas en GitHub: ¡gracias!**
+🎉 **170.000 estrellas en GitHub: ¡gracias!**
 
 Gracias a quienes usan REA, informan de errores, solicitan funciones, prueban compilaciones y contribuyen con correcciones.
 

README_fa.md

@@ -122,26 +122,27 @@ npx rea-agents@latest setup
 
 REA به Node.js 22.x (>=22.19)، 24.x (>=24.11) یا 26+، به‌همراه npm نیاز دارد. ابزارهای اضافی و پشتیبانی سیستم میزبان به نوع هدف بستگی دارند:
 
-| هدف                    | خروجی REA                                                                           | پیش‌نیازها و راهنما                                                                                                                                             |
-| ---------------------- | ----------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| باینری‌های بومی         | شبه‌کد، اسمبلی، رشته‌ها، نمادها، فراخوانی‌ها و ارجاعات                                 | Hopper، Ghidra یا IDA؛ [تحلیل بومی](https://rea.tools/fa/guides/native/)                                                                                       |
-| ساختار ELF آفلاین       | بخش‌ها، سگمنت‌ها، نمادها و relocationهای اصلی و گزینه‌های احتمالی کاهش آسیب‌پذیری ایستا | pwntools تأمین‌شده توسط فراخواننده روی Linux x64؛ [تشخیص باینری](docs/guides/native/binary-diagnostics.md)                                                      |
-| بایت‌کد EVM             | selectorهای dispatch، offsetهای بایتی، آرگومان‌های استنباط‌شده و قابلیت تغییر وضعیت   | دادهٔ خام/hex محلی روی Linux x64؛ [راهنمای EVM آفلاین](docs/guides/evm/evm-bytecode.md)                                                                          |
-| کرش‌های ثبت‌شدهٔ لینوکس   | یادداشت‌های خام، رجیسترها/سیگنال‌های تمام threadهای ثبت‌شده و گزینه‌های احتمالی نگاشت   | pwntools تأمین‌شده توسط فراخواننده روی Linux x64؛ GDB/pwndbg اختیاری؛ [کرش‌های ثبت‌شده](docs/guides/native/recorded-crashes.md)                                   |
-| JavaScript / Electron  | ماژول‌ها، importها، source mapها، مسیرها، IPC و ارتباط افزونه‌های بومی                | Node.js و npm؛ [تحلیل برنامه](https://rea.tools/fa/guides/javascript/)                                                                                         |
-| وب‌سایت‌ها               | ساختار صفحه، اسکریپت‌ها، مشاهدات شبکه و اسکرین‌شات‌های درخواستی                        | مرورگر مبتنی بر Chrome؛ [تحلیل مرورگر](https://rea.tools/fa/guides/browser/)                                                                                   |
-| داده‌های ضبط‌شدهٔ شبکه    | درخواست‌ها، پاسخ‌ها، payloadهای آشکارشده و مکان آن‌ها در منبع                          | HAR؛ ابزار mitmdump در لینوکس برای ضبط‌های بومی mitmproxy؛ [راهنمای ضبط شبکه](docs/guides/web/web-network-captures.md)                                          |
-| اسمبلی‌های .NET         | فراداده، دستورالعمل‌های CIL، وابستگی‌های بومی اعلام‌شده و مقایسهٔ buildها                | بررسی ایستا؛ [راهنمای کد مدیریت‌شده](docs/guides/managed/managed-code-analysis.md)                                                                              |
-| فایل‌های APK اندروید    | تعاریف Manifest، کلاس‌ها، متدهای دیکامپایل‌شده و ارجاعات                               | JADX بدون رابط گرافیکی و JDK کامل در Linux/macOS/Windows x64؛ [راهنمای اندروید](docs/guides/android/android-analysis.md)                                       |
-| دستگاه‌های اندروید      | دستگاه‌ها، بسته‌ها، فرایندها، لاگ‌ها، دامپ‌ها، اسکرین‌شات‌ها و انتقال APK/فایل             | adb تأمین‌شده توسط فراخوان‌کننده (شبیه‌ساز یا دستگاه)؛ [راهنمای ADB](docs/guides/android/adb-device-analysis.md)                                                  |
-| پروژه‌های JEB           | واحدهای پروژه از موتور، هش‌های مصنوع و شبه‌کدِ نوع/متد                                 | یک کلاینت JEB که توسط فراخوان‌کننده اجرا شده و MCP ارائه می‌دهد و با REA_JEB_MCP_URL انتخاب می‌شود؛ [راهنمای JEB](docs/providers/jeb-analysis.md)                  |
-| منابع اندروید          | مانیفست رمزگشایی‌شده، جداول رشته‌ها، زبان‌ها و اطلاعات نسخه                             | راه‌انداز Apktool تأمین‌شده توسط فراخوان‌کننده؛ [راهنمای منابع](docs/guides/android/apktool-resource-analysis.md)                                                 |
-| برنامه‌های فلاتر         | هش اسنپ‌شات دارت، هش کتابخانه‌ها به تفکیک ABI و اصالت بیلد موتور                      | هیچ (تحلیل ایستا APK)؛ [راهنمای فلاتر](docs/guides/android/flutter-analysis.md)                                                                                 |
-| Firmware               | ناحیه‌ها، نتایج استخراج و تحویل به ابزارهای تحلیل بومی                               | Binwalk / Unblob در لینوکس؛ [راهنمای Firmware](docs/guides/firmware/firmware-analysis.md)                                                                      |
-| بسته‌های ضبط‌شده         | فیلدهای منتخب، مقادیر تکراری، فیلترها و قواعد رمزگشایی                              | Linux: TShark 4.x + prlimit; [راهنمای ضبط بسته](docs/guides/data/packet-captures.md)                                                                           |
-| سیگنال‌های منطقی ضبط‌شده | توضیحات رمزگشا، بازه‌های نمونه و اطلاعات عیب‌یابی                                      | Linux: sigrok-cli 0.7.2 + prlimit; [راهنمای سیگنال‌ها](docs/guides/signals/signal-recordings.md)                                                                |
-| بسته‌ها و منابع         | فهرست فایل‌ها، digestها، فایل‌های plist، ساختار bundle اپل و منابع استخراج‌شده         | [راهنمای آرتیفکت و JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md)، [برنامه‌های اپل](docs/guides/apple/apple-application-analysis.md) |
-| رفتار فرایند           | خروجی ترمینال، تعاملات، وضعیت خروج، مشاهدات سیستم فایل و مقایسهٔ اجراها               | Linux/macOS با PTY بومی؛ [ضبط فرایند](docs/guides/runtime/process-capture.md)                                                                                  |
+| هدف                    | خروجی REA                                                                           | پیش‌نیازها و راهنما                                                                                                                  |
+| ---------------------- | ----------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------- |
+| باینری‌های بومی         | شبه‌کد، اسمبلی، رشته‌ها، نمادها، فراخوانی‌ها و ارجاعات                                 | Hopper، Ghidra یا IDA؛ [تحلیل بومی](https://rea.tools/fa/guides/native/)                                                            |
+| ساختار ELF آفلاین       | بخش‌ها، سگمنت‌ها، نمادها و relocationهای اصلی و گزینه‌های احتمالی کاهش آسیب‌پذیری ایستا | pwntools تأمین‌شده توسط فراخواننده روی Linux x64؛ [تشخیص باینری](docs/guides/native/binary-diagnostics.md)                                         |
+| بایت‌کد EVM             | selectorهای dispatch، offsetهای بایتی، آرگومان‌های استنباط‌شده و قابلیت تغییر وضعیت   | دادهٔ خام/hex محلی روی Linux x64؛ [راهنمای EVM آفلاین](docs/guides/evm/evm-bytecode.md)                                                          |
+| کرش‌های ثبت‌شدهٔ لینوکس   | یادداشت‌های خام، رجیسترها/سیگنال‌های تمام threadهای ثبت‌شده و گزینه‌های احتمالی نگاشت   | pwntools تأمین‌شده توسط فراخواننده روی Linux x64؛ GDB/pwndbg اختیاری؛ [کرش‌های ثبت‌شده](docs/guides/native/recorded-crashes.md)                      |
+| JavaScript / Electron  | ماژول‌ها، importها، source mapها، مسیرها، IPC و ارتباط افزونه‌های بومی                | Node.js و npm؛ [تحلیل برنامه](https://rea.tools/fa/guides/javascript/)                                                              |
+| وب‌سایت‌ها               | ساختار صفحه، اسکریپت‌ها، مشاهدات شبکه و اسکرین‌شات‌های درخواستی                        | مرورگر مبتنی بر Chrome؛ [تحلیل مرورگر](https://rea.tools/fa/guides/browser/)                                                        |
+| داده‌های ضبط‌شدهٔ شبکه    | درخواست‌ها، پاسخ‌ها، payloadهای آشکارشده و مکان آن‌ها در منبع                          | HAR؛ ابزار mitmdump در لینوکس برای ضبط‌های بومی mitmproxy؛ [راهنمای ضبط شبکه](docs/guides/web/web-network-captures.md)                          |
+| اسمبلی‌های .NET         | فراداده، دستورالعمل‌های CIL، وابستگی‌های بومی اعلام‌شده و مقایسهٔ buildها                | بررسی ایستا؛ [راهنمای کد مدیریت‌شده](docs/guides/managed/managed-code-analysis.md)                                                                  |
+| فایل‌های APK اندروید    | تعاریف Manifest، کلاس‌ها، متدهای دیکامپایل‌شده و ارجاعات                               | JADX بدون رابط گرافیکی و JDK کامل در Linux/macOS/Windows x64؛ [راهنمای اندروید](docs/guides/android/android-analysis.md)                           |
+| دستگاه‌های اندروید      | دستگاه‌ها، بسته‌ها، فرایندها، لاگ‌ها، دامپ‌ها، اسکرین‌شات‌ها و انتقال APK/فایل             | adb تأمین‌شده توسط فراخوان‌کننده (شبیه‌ساز یا دستگاه)؛ [راهنمای ADB](docs/guides/android/adb-device-analysis.md)                                      |
+| پروژه‌های JEB           | واحدهای پروژه از موتور، هش‌های مصنوع و شبه‌کدِ نوع/متد                                 | یک کلاینت JEB که توسط فراخوان‌کننده اجرا شده و MCP ارائه می‌دهد و با REA_JEB_MCP_URL انتخاب می‌شود؛ [راهنمای JEB](docs/providers/jeb-analysis.md) |
+| منابع اندروید          | مانیفست رمزگشایی‌شده، جداول رشته‌ها، زبان‌ها و اطلاعات نسخه                             | راه‌انداز Apktool تأمین‌شده توسط فراخوان‌کننده؛ [راهنمای منابع](docs/guides/android/apktool-resource-analysis.md)                                     |
+| برنامه‌های فلاتر         | هش اسنپ‌شات دارت، هش کتابخانه‌ها به تفکیک ABI و اصالت بیلد موتور                      | هیچ (تحلیل ایستا APK)؛ [راهنمای فلاتر](docs/guides/android/flutter-analysis.md)                                                                     |
+| Firmware               | ناحیه‌ها، نتایج استخراج و تحویل به ابزارهای تحلیل بومی                               | Binwalk / Unblob در لینوکس؛ [راهنمای Firmware](docs/guides/firmware/firmware-analysis.md)                                                           |
+| بسته‌های ضبط‌شده         | فیلدهای منتخب، مقادیر تکراری، فیلترها و قواعد رمزگشایی                              | Linux: TShark 4.x + prlimit; [راهنمای ضبط بسته](docs/guides/data/packet-captures.md)                                                            |
+| ضبط بسته‌ها             | نقاط پایانی، DNS، TLS SNI، توزیع پروتکل و درخواست‌های HTTP                           | tshark و capinfos تأمین‌شده توسط فراخوان‌کننده؛ [راهنمای pcap](docs/guides/data/pcap-analysis.md)                                                 |
+| سیگنال‌های منطقی ضبط‌شده | توضیحات رمزگشا، بازه‌های نمونه و اطلاعات عیب‌یابی                                      | Linux: sigrok-cli 0.7.2 + prlimit; [راهنمای سیگنال‌ها](docs/guides/signals/signal-recordings.md)                                                    |
+| بسته‌ها و منابع         | فهرست فایل‌ها، digestها، فایل‌های plist، ساختار bundle اپل و منابع استخراج‌شده         | [راهنمای آرتیفکت و JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md)، [برنامه‌های اپل](docs/guides/apple/apple-application-analysis.md)     |
+| رفتار فرایند           | خروجی ترمینال، تعاملات، وضعیت خروج، مشاهدات سیستم فایل و مقایسهٔ اجراها               | Linux/macOS با PTY بومی؛ [ضبط فرایند](docs/guides/runtime/process-capture.md)                                                                      |
 
 بررسی ایستای JavaScript و .NET فایل‌های ارائه‌شده را بدون اجرای برنامه می‌خواند. ضبط زمان اجرا، هدف انتخاب‌شده را با مجوزهای کاربری شما اجرا می‌کند یا با آن تعامل دارد؛ آثار این عملیات در راهنمای مربوط به هر نوع ضبط توضیح داده شده‌اند.
 
@@ -246,7 +247,7 @@ npx rea-agents@latest setup
 
 ## تاریخچهٔ ستاره‌ها
 
-🎉 **۱۱۰٬۰۰۰ ستارهٔ GitHub — سپاسگزاریم!**
+🎉 **۱۷۰٬۰۰۰ ستارهٔ GitHub — سپاسگزاریم!**
 
 از همهٔ کسانی که از REA استفاده می‌کنند، خطاها را گزارش می‌دهند، قابلیت‌های جدید پیشنهاد می‌کنند، buildها را آزمایش می‌کنند و در بهبود پروژه مشارکت دارند سپاسگزاریم.
 

README_fr.md

@@ -133,27 +133,28 @@ Votre agent appelle REA via MCP pour inspecter la cible et suivre le code pertin
 
 REA nécessite Node.js 22.x (>=22.19), 24.x (>=24.11) ou 26+, ainsi que npm. Les outils supplémentaires et les hôtes pris en charge dépendent de la cible :
 
-| Cible                        | Ce que REA renvoie                                                                                          | Prérequis et guide                                                                                                                                                   |
-| ---------------------------- | ----------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Binaires natifs              | Pseudo-code, assembleur, chaînes, symboles, appels et références                                            | Hopper, Ghidra ou IDA ; [analyse native](https://rea.tools/fr/guides/native/)                                                                                        |
-| Structure ELF hors ligne     | Sections, segments, symboles et relocations d'origine, et protections statiques candidates                  | pwntools fourni par l'utilisateur sous Linux x64 ; [diagnostics binaires](docs/guides/native/binary-diagnostics.md)                                                  |
-| Artefact WASM                | Validation, sections, formes WAT exactes d'import/export et WAT décodé                                      | WABT 1.0.42 fourni par l'utilisateur ; `inspect_wasm_artifact`                                                                                                       |
-| Bytecode EVM                 | Sélecteurs de dispatch, offsets en octets, arguments inférés et mutabilité                                  | Fichier local brut ou hexadécimal sous Linux x64 ; [guide EVM hors ligne](docs/guides/evm/evm-bytecode.md)                                                           |
-| Crashs Linux enregistrés     | Notes brutes, registres et signaux de chaque thread enregistré, et correspondances de mappings facultatives | pwntools fourni par l'utilisateur sous Linux x64 ; GDB/pwndbg en option ; [crashs enregistrés](docs/guides/native/recorded-crashes.md)                               |
-| JavaScript / Electron        | Modules, imports, source maps, routes, IPC et relations avec les modules natifs                             | Node.js et npm ; [analyse d'applications](https://rea.tools/fr/guides/javascript/)                                                                                   |
-| Sites web                    | Structure des pages, scripts, observations réseau et captures d'écran demandées                             | Un navigateur de la famille Chrome ; [analyse du navigateur](https://rea.tools/fr/guides/browser/)                                                                   |
-| Captures réseau enregistrées | Requêtes, réponses, payloads exposés et emplacements dans le code source                                    | HAR ; mitmdump sous Linux pour les captures mitmproxy natives ; [guide des captures](docs/guides/web/web-network-captures.md)                                        |
-| Assemblys .NET               | Métadonnées, instructions CIL, dépendances natives déclarées et comparaisons de builds                      | Inspection statique ; [guide du code managé](docs/guides/managed/managed-code-analysis.md)                                                                           |
-| APK Android                  | Déclarations du manifeste, classes, méthodes décompilées et références                                      | JADX headless et un JDK complet sous Linux/macOS/Windows x64 ; [guide Android](docs/guides/android/android-analysis.md)                                              |
-| Appareils Android            | Appareils, paquets, processus, journaux, dumps, captures d'écran et transferts d'APK/fichiers               | adb fourni par l'appelant (émulateur ou appareil) ; [guide ADB](docs/guides/android/adb-device-analysis.md)                                                          |
-| Projets JEB                  | Unités de projet fournies par le moteur, condensés d'artefacts et pseudo-code de types/méthodes             | Un client JEB démarré par l'appelant servant MCP, sélectionné via REA_JEB_MCP_URL ; [guide JEB](docs/providers/jeb-analysis.md)                                      |
-| Ressources Android           | Manifeste décodé, tables de chaînes, langues et faits de version                                            | Lanceur Apktool fourni par l'appelant ; [guide des ressources](docs/guides/android/apktool-resource-analysis.md)                                                     |
-| Applications Flutter         | Empreinte de snapshot Dart, condensés de bibliothèques par ABI et provenance de build du moteur             | Aucune (analyse APK statique) ; [guide Flutter](docs/guides/android/flutter-analysis.md)                                                                             |
-| Firmware                     | Régions, résultats d'extraction et passage de relais vers l'analyse native                                  | Binwalk / Unblob sous Linux ; [guide firmware](docs/guides/firmware/firmware-analysis.md)                                                                            |
-| Paquets enregistrés          | Champs sélectionnés, valeurs répétées, filtres et règles de décodage                                        | Linux: TShark 4.x + prlimit; [guide des captures](docs/guides/data/packet-captures.md)                                                                               |
-| Signaux logiques enregistrés | Annotations du décodeur, plages d’échantillons et diagnostics                                               | Linux: sigrok-cli 0.7.2 + prlimit; [guide des signaux](docs/guides/signals/signal-recordings.md)                                                                     |
+| Cible                        | Ce que REA renvoie                                                                                          | Prérequis et guide                                                                                                                    |
+| ---------------------------- | ----------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- |
+| Binaires natifs              | Pseudo-code, assembleur, chaînes, symboles, appels et références                                            | Hopper, Ghidra ou IDA ; [analyse native](https://rea.tools/fr/guides/native/)                                                         |
+| Structure ELF hors ligne     | Sections, segments, symboles et relocations d'origine, et protections statiques candidates                  | pwntools fourni par l'utilisateur sous Linux x64 ; [diagnostics binaires](docs/guides/native/binary-diagnostics.md)                                 |
+| Artefact WASM                | Validation, sections, formes WAT exactes d'import/export et WAT décodé                                      | WABT 1.0.42 fourni par l'utilisateur ; `inspect_wasm_artifact`                                                                        |
+| Bytecode EVM                 | Sélecteurs de dispatch, offsets en octets, arguments inférés et mutabilité                                  | Fichier local brut ou hexadécimal sous Linux x64 ; [guide EVM hors ligne](docs/guides/evm/evm-bytecode.md)                                       |
+| Crashs Linux enregistrés     | Notes brutes, registres et signaux de chaque thread enregistré, et correspondances de mappings facultatives | pwntools fourni par l'utilisateur sous Linux x64 ; GDB/pwndbg en option ; [crashs enregistrés](docs/guides/native/recorded-crashes.md)              |
+| JavaScript / Electron        | Modules, imports, source maps, routes, IPC et relations avec les modules natifs                             | Node.js et npm ; [analyse d'applications](https://rea.tools/fr/guides/javascript/)                                                    |
+| Sites web                    | Structure des pages, scripts, observations réseau et captures d'écran demandées                             | Un navigateur de la famille Chrome ; [analyse du navigateur](https://rea.tools/fr/guides/browser/)                                    |
+| Captures réseau enregistrées | Requêtes, réponses, payloads exposés et emplacements dans le code source                                    | HAR ; mitmdump sous Linux pour les captures mitmproxy natives ; [guide des captures](docs/guides/web/web-network-captures.md)                    |
+| Captures de paquets          | Points de terminaison, DNS, TLS SNI, distribution des protocoles et requêtes HTTP                           | tshark et capinfos fournis par l'appelant ; [guide pcap](docs/guides/data/pcap-analysis.md)                                                       |
+| Assemblys .NET               | Métadonnées, instructions CIL, dépendances natives déclarées et comparaisons de builds                      | Inspection statique ; [guide du code managé](docs/guides/managed/managed-code-analysis.md)                                                           |
+| APK Android                  | Déclarations du manifeste, classes, méthodes décompilées et références                                      | JADX headless et un JDK complet sous Linux/macOS/Windows x64 ; [guide Android](docs/guides/android/android-analysis.md)                              |
+| Appareils Android            | Appareils, paquets, processus, journaux, dumps, captures d'écran et transferts d'APK/fichiers               | adb fourni par l'appelant (émulateur ou appareil) ; [guide ADB](docs/guides/android/adb-device-analysis.md)                                          |
+| Projets JEB                  | Unités de projet fournies par le moteur, condensés d'artefacts et pseudo-code de types/méthodes             | Un client JEB démarré par l'appelant servant MCP, sélectionné via REA_JEB_MCP_URL ; [guide JEB](docs/providers/jeb-analysis.md)                 |
+| Ressources Android           | Manifeste décodé, tables de chaînes, langues et faits de version                                            | Lanceur Apktool fourni par l'appelant ; [guide des ressources](docs/guides/android/apktool-resource-analysis.md)                                     |
+| Applications Flutter         | Empreinte de snapshot Dart, condensés de bibliothèques par ABI et provenance de build du moteur             | Aucune (analyse APK statique) ; [guide Flutter](docs/guides/android/flutter-analysis.md)                                                             |
+| Firmware                     | Régions, résultats d'extraction et passage de relais vers l'analyse native                                  | Binwalk / Unblob sous Linux ; [guide firmware](docs/guides/firmware/firmware-analysis.md)                                                             |
+| Paquets enregistrés          | Champs sélectionnés, valeurs répétées, filtres et règles de décodage                                        | Linux: TShark 4.x + prlimit; [guide des captures](docs/guides/data/packet-captures.md)                                                            |
+| Signaux logiques enregistrés | Annotations du décodeur, plages d’échantillons et diagnostics                                               | Linux: sigrok-cli 0.7.2 + prlimit; [guide des signaux](docs/guides/signals/signal-recordings.md)                                                     |
 | Paquets et ressources        | Inventaires de fichiers, empreintes, plists, anatomie des bundles Apple et ressources extraites             | [Guide artefacts et JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [applications Apple](docs/guides/apple/apple-application-analysis.md) |
-| Comportement des processus   | Sortie du terminal, interactions, code de sortie, observations du système de fichiers et comparaisons       | Linux/macOS avec un PTY natif ; [capture de processus](docs/guides/runtime/process-capture.md)                                                                       |
+| Comportement des processus   | Sortie du terminal, interactions, code de sortie, observations du système de fichiers et comparaisons       | Linux/macOS avec un PTY natif ; [capture de processus](docs/guides/runtime/process-capture.md)                                                       |
 
 L'inspection statique JavaScript et .NET lit les fichiers fournis sans exécuter l'application. La capture à l'exécution lance la cible choisie ou interagit avec elle avec vos permissions utilisateur ; chaque guide d'exécution décrit ses effets.
 
@@ -265,7 +266,7 @@ Signalez les vulnérabilités via [SECURITY.md](SECURITY.md).
 
 ## Historique des étoiles
 
-🎉 **110 000 étoiles GitHub — merci !**
+🎉 **170 000 étoiles GitHub — merci !**
 
 Merci à toutes les personnes qui utilisent REA, signalent des bugs, proposent des fonctionnalités, testent les builds et contribuent des correctifs.
 

README_id.md

@@ -136,27 +136,28 @@ REA memerlukan Node.js 22.x (>=22.19), 24.x (>=24.11), atau 26+, beserta npm.
 
 Alat tambahan dan dukungan sistem host bergantung pada target yang dianalisis:
 
-| Target                     | Hasil yang diberikan REA                                                                              | Persyaratan dan panduan                                                                                                                                           |
-| -------------------------- | ----------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Biner native               | Pseudocode, assembly, string, simbol, pemanggilan, dan referensi                                      | Hopper, Ghidra, atau IDA; [analisis native](https://rea.tools/id/guides/native/)                                                                                  |
-| Tata letak ELF offline     | Bagian, segmen, simbol/relokasi asli, dan kandidat mitigasi statis                                    | pwntools yang disediakan pemanggil pada Linux x64; [diagnostik biner](docs/guides/native/binary-diagnostics.md)                                                   |
-| Artefak WASM               | Validasi, bagian, bentuk WAT import/ekspor yang tepat, dan WAT yang didekode                          | WABT 1.0.42 yang disediakan pemanggil; `inspect_wasm_artifact`                                                                                                    |
-| Bytecode EVM               | Selector dispatch, offset byte, argumen yang disimpulkan, dan sifat mutabilitas                       | Pembawa data raw/hex lokal; [panduan EVM offline](docs/guides/evm/evm-bytecode.md)                                                                                |
-| Crash Linux yang direkam   | Catatan mentah, register/sinyal setiap thread yang direkam, dan kandidat pemetaan opsional            | pwntools yang disediakan pemanggil; GDB/pwndbg opsional; [crash yang direkam](docs/guides/native/recorded-crashes.md)                                             |
-| JavaScript / Electron      | Modul, impor, source map, rute, IPC, dan hubungan add-on native                                       | Node.js dan npm; [analisis aplikasi](https://rea.tools/id/guides/javascript/)                                                                                     |
-| Situs web                  | Struktur halaman, skrip, pengamatan jaringan, dan tangkapan layar yang diminta                        | Peramban berbasis Chrome; [analisis peramban](https://rea.tools/id/guides/browser/)                                                                               |
-| Rekaman jaringan tersimpan | Permintaan, respons, payload yang terekspos, dan lokasi sumber                                        | HAR; mitmdump di Linux untuk rekaman native mitmproxy; [panduan rekaman](docs/guides/web/web-network-captures.md)                                                 |
-| Assembly .NET              | Metadata, instruksi CIL, dependensi native yang dideklarasikan, dan perbandingan build                | Tidak ada (hanya analisis statis); [panduan kode terkelola](docs/guides/managed/managed-code-analysis.md)                                                         |
-| APK Android                | Deklarasi manifest, kelas, metode hasil dekompilasi, dan referensi                                    | JADX mode headless dan JDK lengkap di Linux/macOS/Windows x64; [panduan Android](docs/guides/android/android-analysis.md)                                         |
-| Perangkat Android          | Perangkat, paket, proses, log, dump, tangkapan layar, serta transfer APK/berkas                       | adb buatan pemanggil (emulator atau perangkat); [panduan ADB](docs/guides/android/adb-device-analysis.md)                                                         |
-| Proyek JEB                 | Unit proyek bertenaga mesin, hash artefak, dan pseudokode tipe/metode                                 | Klien JEB yang dijalankan pemanggil dan menyajikan MCP, dipilih dengan REA_JEB_MCP_URL; [panduan JEB](docs/providers/jeb-analysis.md)                             |
-| Resource Android           | Manifest terdekode, tabel string, lokal, dan fakta versi                                              | Peluncur Apktool buatan pemanggil; [panduan resource](docs/guides/android/apktool-resource-analysis.md)                                                           |
-| Aplikasi Flutter           | Hash snapshot Dart, hash pustaka per ABI, dan asal build engine                                       | Tidak ada (parsing APK statis); [panduan Flutter](docs/guides/android/flutter-analysis.md)                                                                        |
-| Firmware                   | Wilayah, hasil ekstraksi, dan pengalihan ke analisis native                                           | Binwalk / Unblob di Linux; [panduan firmware](docs/guides/firmware/firmware-analysis.md)                                                                          |
-| Paket rekaman              | Kolom terpilih, nilai berulang, filter, dan aturan decode-as                                          | Linux: TShark 4.x + prlimit; [panduan tangkapan](docs/guides/data/packet-captures.md)                                                                             |
-| Sinyal logika terekam      | Anotasi dekoder, rentang sampel, dan diagnostik                                                       | Linux: sigrok-cli 0.7.2 + prlimit; [panduan sinyal](docs/guides/signals/signal-recordings.md)                                                                     |
+| Target                     | Hasil yang diberikan REA                                                                              | Persyaratan dan panduan                                                                                                            |
+| -------------------------- | ----------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------- |
+| Biner native               | Pseudocode, assembly, string, simbol, pemanggilan, dan referensi                                      | Hopper, Ghidra, atau IDA; [analisis native](https://rea.tools/id/guides/native/)                                                   |
+| Tata letak ELF offline     | Bagian, segmen, simbol/relokasi asli, dan kandidat mitigasi statis                                    | pwntools yang disediakan pemanggil pada Linux x64; [diagnostik biner](docs/guides/native/binary-diagnostics.md)                                  |
+| Artefak WASM               | Validasi, bagian, bentuk WAT import/ekspor yang tepat, dan WAT yang didekode                          | WABT 1.0.42 yang disediakan pemanggil; `inspect_wasm_artifact`                                                                     |
+| Bytecode EVM               | Selector dispatch, offset byte, argumen yang disimpulkan, dan sifat mutabilitas                       | Pembawa data raw/hex lokal; [panduan EVM offline](docs/guides/evm/evm-bytecode.md)                                                            |
+| Crash Linux yang direkam   | Catatan mentah, register/sinyal setiap thread yang direkam, dan kandidat pemetaan opsional            | pwntools yang disediakan pemanggil; GDB/pwndbg opsional; [crash yang direkam](docs/guides/native/recorded-crashes.md)                            |
+| JavaScript / Electron      | Modul, impor, source map, rute, IPC, dan hubungan add-on native                                       | Node.js dan npm; [analisis aplikasi](https://rea.tools/id/guides/javascript/)                                                      |
+| Situs web                  | Struktur halaman, skrip, pengamatan jaringan, dan tangkapan layar yang diminta                        | Peramban berbasis Chrome; [analisis peramban](https://rea.tools/id/guides/browser/)                                                |
+| Rekaman jaringan tersimpan | Permintaan, respons, payload yang terekspos, dan lokasi sumber                                        | HAR; mitmdump di Linux untuk rekaman native mitmproxy; [panduan rekaman](docs/guides/web/web-network-captures.md)                             |
+| Capturan paket             | Endpoint, DNS, TLS SNI, distribusi protokol, dan permintaan HTTP                                      | tshark dan capinfos buatan pemanggil; [panduan pcap](docs/guides/data/pcap-analysis.md)                                                        |
+| Assembly .NET              | Metadata, instruksi CIL, dependensi native yang dideklarasikan, dan perbandingan build                | Tidak ada (hanya analisis statis); [panduan kode terkelola](docs/guides/managed/managed-code-analysis.md)                                         |
+| APK Android                | Deklarasi manifest, kelas, metode hasil dekompilasi, dan referensi                                    | JADX mode headless dan JDK lengkap di Linux/macOS/Windows x64; [panduan Android](docs/guides/android/android-analysis.md)                         |
+| Perangkat Android          | Perangkat, paket, proses, log, dump, tangkapan layar, serta transfer APK/berkas                       | adb buatan pemanggil (emulator atau perangkat); [panduan ADB](docs/guides/android/adb-device-analysis.md)                                         |
+| Proyek JEB                 | Unit proyek bertenaga mesin, hash artefak, dan pseudokode tipe/metode                                 | Klien JEB yang dijalankan pemanggil dan menyajikan MCP, dipilih dengan REA_JEB_MCP_URL; [panduan JEB](docs/providers/jeb-analysis.md)        |
+| Resource Android           | Manifest terdekode, tabel string, lokal, dan fakta versi                                              | Peluncur Apktool buatan pemanggil; [panduan resource](docs/guides/android/apktool-resource-analysis.md)                                           |
+| Aplikasi Flutter           | Hash snapshot Dart, hash pustaka per ABI, dan asal build engine                                       | Tidak ada (parsing APK statis); [panduan Flutter](docs/guides/android/flutter-analysis.md)                                                        |
+| Firmware                   | Wilayah, hasil ekstraksi, dan pengalihan ke analisis native                                           | Binwalk / Unblob di Linux; [panduan firmware](docs/guides/firmware/firmware-analysis.md)                                                           |
+| Paket rekaman              | Kolom terpilih, nilai berulang, filter, dan aturan decode-as                                          | Linux: TShark 4.x + prlimit; [panduan tangkapan](docs/guides/data/packet-captures.md)                                                          |
+| Sinyal logika terekam      | Anotasi dekoder, rentang sampel, dan diagnostik                                                       | Linux: sigrok-cli 0.7.2 + prlimit; [panduan sinyal](docs/guides/signals/signal-recordings.md)                                                     |
 | Paket dan sumber daya      | Inventaris berkas, digest, plist, struktur paket Apple, dan sumber daya yang diekstrak                | [Panduan artefak dan JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [aplikasi Apple](docs/guides/apple/apple-application-analysis.md) |
-| Perilaku proses            | Keluaran terminal, interaksi, pengamatan proses keluar dan sistem berkas, serta perbandingan eksekusi | Linux/macOS dengan PTY native; [perekaman proses](docs/guides/runtime/process-capture.md)                                                                         |
+| Perilaku proses            | Keluaran terminal, interaksi, pengamatan proses keluar dan sistem berkas, serta perbandingan eksekusi | Linux/macOS dengan PTY native; [perekaman proses](docs/guides/runtime/process-capture.md)                                                         |
 
 Pemeriksaan JavaScript dan .NET statis membaca berkas yang disediakan tanpa menjalankan aplikasinya. Perekaman runtime menjalankan atau berinteraksi dengan target yang dipilih menggunakan izin pengguna Anda. Setiap panduan runtime menjelaskan dampaknya.
 
@@ -286,7 +287,7 @@ Laporkan kerentanan melalui [SECURITY.md](SECURITY.md).
 
 ## Riwayat Bintang
 
-🎉 **110.000 bintang GitHub, terima kasih!**
+🎉 **170.000 bintang GitHub, terima kasih!**
 
 Terima kasih kepada semua orang yang menggunakan REA, melaporkan bug, meminta fitur, menguji build, dan berkontribusi dalam perbaikan.
 

README_it.md

@@ -133,27 +133,28 @@ Il tuo agente chiama REA tramite MCP per ispezionare il bersaglio e tracciare il
 
 REA richiede Node.js 22.x (>=22.19), 24.x (>=24.11) o 26+, oltre a npm. Strumenti aggiuntivi e supporto host dipendono dal bersaglio:
 
-| Obiettivo                    | Cosa restituisce REA                                                                              | Requisiti e guida                                                                                                                                                  |
-| ---------------------------- | ------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
-| Binari nativi                | Pseudocodice, assembly, stringhe, simboli, chiamate e riferimenti                                 | Hopper, Ghidra o IDA; [analisi nativa](https://rea.tools/it/guides/native/)                                                                                        |
-| Layout ELF offline           | Sezioni, segmenti, simboli/relocazioni originali e candidati mitigazioni statiche                 | pwntools fornito dal chiamante su Linux x64; [diagnostica binaria](docs/guides/native/binary-diagnostics.md)                                                       |
-| Artefatto WASM               | Convalida, sezioni, forme WAT di import/export esatte e WAT decodificato                          | WABT 1.0.42 fornito dal chiamante; `inspect_wasm_artifact`                                                                                                         |
-| Bytecode EVM                 | Selettori di dispatch, offset dei byte, argomenti inferiti e mutabilità                           | Carrier raw/hex locale; [guida EVM offline](docs/guides/evm/evm-bytecode.md)                                                                                       |
-| Crash Linux registrati       | Note grezze, registri/segnai di ogni thread registrato e candidati mapping opzionali              | pwntools fornito dal chiamante; GDB/pwndbg opzionale; [crash registrati](docs/guides/native/recorded-crashes.md)                                                   |
-| JavaScript / Electron        | Moduli, import, source map, route, IPC e relazioni con add-on nativi                              | Node.js e npm; [analisi delle applicazioni](https://rea.tools/it/guides/javascript/)                                                                               |
-| Siti web                     | Struttura della pagina, script, osservazioni di rete e screenshot richiesti                       | Un browser della famiglia Chrome; [analisi browser](https://rea.tools/it/guides/browser/)                                                                          |
-| Acquisizioni di rete salvate | Richieste, risposte, payload esposti e posizioni sorgente                                         | HAR; mitmdump su Linux per acquisizioni mitmproxy native; [guida alle acquisizioni](docs/guides/web/web-network-captures.md)                                       |
-| Assembly .NET                | Metadati, istruzioni CIL, dipendenze native dichiarate e confronti di build                       | Nessuno (solo statico); [guida managed-code](docs/guides/managed/managed-code-analysis.md)                                                                         |
-| APK Android                  | Dichiarazioni manifest, classi, metodi decompilati e riferimenti                                  | JADX headless e un JDK completo su Linux/macOS/Windows x64; [guida Android](docs/guides/android/android-analysis.md)                                               |
-| Dispositivi Android          | Dispositivi, pacchetti, processi, log, dump, screenshot e trasferimenti APK/file                  | adb fornito dal chiamante (emulatore o hardware); [guida ADB](docs/guides/android/adb-device-analysis.md)                                                          |
-| Progetti JEB                 | Unità di progetto dal motore, digest degli artifact e pseudocodice di tipi/metodi                 | Client JEB avviato dal chiamante via MCP, selezionato con REA_JEB_MCP_URL; [guida JEB](docs/providers/jeb-analysis.md)                                             |
-| Risorse Android              | Manifest decodificato, tabelle stringhe, lingue e dati di versione                                | Launcher Apktool fornito dal chiamante; [guida alle risorse](docs/guides/android/apktool-resource-analysis.md)                                                     |
-| App Flutter                  | Hash dello snapshot Dart, digest delle librerie per ABI e provenienza della build del motore      | Nessuno (analisi APK statica); [guida Flutter](docs/guides/android/flutter-analysis.md)                                                                            |
-| Firmware                     | Regioni, risultati di estrazione e passaggi all'analisi nativa                                    | Binwalk / Unblob su Linux; [guida firmware](docs/guides/firmware/firmware-analysis.md)                                                                             |
-| Pacchetti registrati         | Campi selezionati, valori ripetuti, filtri e regole di decodifica                                 | Linux: TShark 4.x + prlimit; [guida alle catture](docs/guides/data/packet-captures.md)                                                                             |
-| Segnali logici registrati    | Annotazioni del decoder, intervalli di campioni e diagnostica                                     | Linux: sigrok-cli 0.7.2 + prlimit; [guida ai segnali](docs/guides/signals/signal-recordings.md)                                                                    |
+| Obiettivo                    | Cosa restituisce REA                                                                              | Requisiti e guida                                                                                                                   |
+| ---------------------------- | ------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------- |
+| Binari nativi                | Pseudocodice, assembly, stringhe, simboli, chiamate e riferimenti                                 | Hopper, Ghidra o IDA; [analisi nativa](https://rea.tools/it/guides/native/)                                                         |
+| Layout ELF offline           | Sezioni, segmenti, simboli/relocazioni originali e candidati mitigazioni statiche                 | pwntools fornito dal chiamante su Linux x64; [diagnostica binaria](docs/guides/native/binary-diagnostics.md)                                      |
+| Artefatto WASM               | Convalida, sezioni, forme WAT di import/export esatte e WAT decodificato                          | WABT 1.0.42 fornito dal chiamante; `inspect_wasm_artifact`                                                                          |
+| Bytecode EVM                 | Selettori di dispatch, offset dei byte, argomenti inferiti e mutabilità                           | Carrier raw/hex locale; [guida EVM offline](docs/guides/evm/evm-bytecode.md)                                                                   |
+| Crash Linux registrati       | Note grezze, registri/segnai di ogni thread registrato e candidati mapping opzionali              | pwntools fornito dal chiamante; GDB/pwndbg opzionale; [crash registrati](docs/guides/native/recorded-crashes.md)                                  |
+| JavaScript / Electron        | Moduli, import, source map, route, IPC e relazioni con add-on nativi                              | Node.js e npm; [analisi delle applicazioni](https://rea.tools/it/guides/javascript/)                                                |
+| Siti web                     | Struttura della pagina, script, osservazioni di rete e screenshot richiesti                       | Un browser della famiglia Chrome; [analisi browser](https://rea.tools/it/guides/browser/)                                           |
+| Acquisizioni di rete salvate | Richieste, risposte, payload esposti e posizioni sorgente                                         | HAR; mitmdump su Linux per acquisizioni mitmproxy native; [guida alle acquisizioni](docs/guides/web/web-network-captures.md)                   |
+| Captured di pacchetti        | Endpoint, DNS, TLS SNI, distribuzione dei protocolli e richieste HTTP                             | tshark e capinfos forniti dal chiamante; [guida pcap](docs/guides/data/pcap-analysis.md)                                                        |
+| Assembly .NET                | Metadati, istruzioni CIL, dipendenze native dichiarate e confronti di build                       | Nessuno (solo statico); [guida managed-code](docs/guides/managed/managed-code-analysis.md)                                                         |
+| APK Android                  | Dichiarazioni manifest, classi, metodi decompilati e riferimenti                                  | JADX headless e un JDK completo su Linux/macOS/Windows x64; [guida Android](docs/guides/android/android-analysis.md)                               |
+| Dispositivi Android          | Dispositivi, pacchetti, processi, log, dump, screenshot e trasferimenti APK/file                  | adb fornito dal chiamante (emulatore o hardware); [guida ADB](docs/guides/android/adb-device-analysis.md)                                          |
+| Progetti JEB                 | Unità di progetto dal motore, digest degli artifact e pseudocodice di tipi/metodi                 | Client JEB avviato dal chiamante via MCP, selezionato con REA_JEB_MCP_URL; [guida JEB](docs/providers/jeb-analysis.md)                        |
+| Risorse Android              | Manifest decodificato, tabelle stringhe, lingue e dati di versione                                | Launcher Apktool fornito dal chiamante; [guida alle risorse](docs/guides/android/apktool-resource-analysis.md)                                     |
+| App Flutter                  | Hash dello snapshot Dart, digest delle librerie per ABI e provenienza della build del motore      | Nessuno (analisi APK statica); [guida Flutter](docs/guides/android/flutter-analysis.md)                                                            |
+| Firmware                     | Regioni, risultati di estrazione e passaggi all'analisi nativa                                    | Binwalk / Unblob su Linux; [guida firmware](docs/guides/firmware/firmware-analysis.md)                                                              |
+| Pacchetti registrati         | Campi selezionati, valori ripetuti, filtri e regole di decodifica                                 | Linux: TShark 4.x + prlimit; [guida alle catture](docs/guides/data/packet-captures.md)                                                          |
+| Segnali logici registrati    | Annotazioni del decoder, intervalli di campioni e diagnostica                                     | Linux: sigrok-cli 0.7.2 + prlimit; [guida ai segnali](docs/guides/signals/signal-recordings.md)                                                    |
 | Pacchetti e risorse          | Inventari file, digest, plist, anatomia dei bundle Apple e risorse estratte                       | [Guida artifact e JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [Applicazioni Apple](docs/guides/apple/apple-application-analysis.md) |
-| Comportamento dei processi   | Output del terminale, interazioni, osservazioni su uscita e filesystem ed confronti di esecuzione | Linux/macOS con un PTY nativo; [cattura dei processi](docs/guides/runtime/process-capture.md)                                                                      |
+| Comportamento dei processi   | Output del terminale, interazioni, osservazioni su uscita e filesystem ed confronti di esecuzione | Linux/macOS con un PTY nativo; [cattura dei processi](docs/guides/runtime/process-capture.md)                                                      |
 
 L'ispezione statica di JavaScript e .NET legge i file forniti senza eseguire l'applicazione. La cattura a runtime esegue o interagisce con il bersaglio selezionato usando i tuoi permessi utente; ogni guida runtime descrive i suoi effetti.
 
@@ -265,7 +266,7 @@ Segnala vulnerabilità tramite [SECURITY.md](SECURITY.md).
 
 ## Cronologia delle stelle
 
-🎉 **110.000 stelle su GitHub — grazie!**
+🎉 **170.000 stelle su GitHub — grazie!**
 
 Grazie a tutti coloro che usano REA, segnalano bug, propongono funzionalità, testano le build e contribuiscono con correzioni.
 

README_ja.md

@@ -130,26 +130,27 @@ npx rea-agents@latest setup
 
 REA には Node.js 22.x（>=22.19）、24.x（>=24.11）、または 26+ と npm が必要です。追加のツールや対応ホストは、対象によって異なります。
 
-| 対象                             | REA が返すもの                                                                              | 要件とガイド                                                                                                                                                                      |
-| -------------------------------- | ------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| ネイティブバイナリ               | 疑似コード、アセンブリ、文字列、シンボル、呼び出し、参照                                    | Hopper、Ghidra、または IDA；[ネイティブ分析](https://rea.tools/ja/guides/native/)                                                                                                 |
-| オフライン ELF レイアウト        | セクション、セグメント、元のシンボル／再配置情報、静的解析によるセキュリティ対策の候補      | Linux x64 で利用者が用意する pwntools；[バイナリ診断](docs/guides/native/binary-diagnostics.md)                                                                                   |
-| EVM バイトコード                 | ディスパッチセレクター、バイトオフセット、推定された引数と状態変更の可否                    | Linux x64 上のローカルの生バイト／16 進数の入力ファイル；[オフライン EVM ガイド](docs/guides/evm/evm-bytecode.md)                                                                 |
-| 記録済みの Linux クラッシュ      | 生の note レコード、記録された全スレッドのレジスター／シグナル、任意のマッピング候補        | Linux x64 で利用者が用意する pwntools；GDB/pwndbg は任意；[記録済みクラッシュ](docs/guides/native/recorded-crashes.md)                                                            |
-| JavaScript / Electron            | モジュール、インポート、ソースマップ、ルート、IPC、ネイティブアドオンの関係                 | Node.js と npm；[アプリケーション分析](https://rea.tools/ja/guides/javascript/)                                                                                                   |
-| ウェブサイト                     | ページ構造、スクリプト、ネットワークの観測結果、依頼されたスクリーンショット                | Chrome 系ブラウザー；[ブラウザー分析](https://rea.tools/ja/guides/browser/)                                                                                                       |
-| 保存済みのネットワークキャプチャ | リクエスト、レスポンス、取得可能なペイロード、ソース内の位置                                | HAR；mitmproxy ネイティブ形式のキャプチャには Linux 上の mitmdump；[キャプチャガイド](docs/guides/web/web-network-captures.md)                                                    |
-| .NET アセンブリ                  | メタデータ、CIL 命令、宣言されたネイティブ依存関係、ビルドの比較                            | 静的な検査；[マネージドコードのガイド](docs/guides/managed/managed-code-analysis.md)                                                                                              |
-| Android APK                      | マニフェストの宣言、クラス、逆コンパイルされたメソッド、参照                                | Linux/macOS/Windows x64 上のヘッドレス JADX と完全な JDK；[Android ガイド](docs/guides/android/android-analysis.md)                                                               |
-| Android デバイス                 | デバイス、パッケージ、プロセス、ログ、ダンプ、スクリーンキャプチャ、APK/ファイル転送        | 呼び出し側が用意した adb（エミュレーターまたは実機）；[ADB ガイド](docs/guides/android/adb-device-analysis.md)                                                                    |
-| JEBプロジェクト                  | エンジンによるプロジェクトユニット、アーティファクトのダイジェスト、型/メソッドの擬似コード | 呼び出し側が起動し MCP を提供する JEB クライアント（REA_JEB_MCP_URL で選択）；[JEB ガイド](docs/providers/jeb-analysis.md)                                                        |
-| Android リソース                 | デコードされたマニフェスト、文字列テーブル、ロケール、バージョン情報                        | 呼び出し側が用意した Apktool ランチャー；[リソースガイド](docs/guides/android/apktool-resource-analysis.md)                                                                       |
-| Flutter アプリ                   | Dart スナップショットハッシュ、ABI ごとのライブラリダイジェスト、エンジンビルドの来歴       | 不要（静的 APK 解析）；[Flutter ガイド](docs/guides/android/flutter-analysis.md)                                                                                                  |
-| ファームウェア                   | 領域、抽出結果、ネイティブ分析への引き継ぎ                                                  | Linux 上の Binwalk / Unblob；[ファームウェアガイド](docs/guides/firmware/firmware-analysis.md)                                                                                    |
-| 記録済みパケット                 | 選択フィールド、繰り返し値、フィルター、デコード指定                                        | Linux: TShark 4.x + prlimit; [キャプチャガイド](docs/guides/data/packet-captures.md)                                                                                              |
-| 記録済みロジック信号             | デコーダ注釈、サンプル範囲、診断情報                                                        | Linux: sigrok-cli 0.7.2 + prlimit; [信号記録ガイド](docs/guides/signals/signal-recordings.md)                                                                                     |
+| 対象                             | REA が返すもの                                                                              | 要件とガイド                                                                                                                                       |
+| -------------------------------- | ------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------- |
+| ネイティブバイナリ               | 疑似コード、アセンブリ、文字列、シンボル、呼び出し、参照                                    | Hopper、Ghidra、または IDA；[ネイティブ分析](https://rea.tools/ja/guides/native/)                                                                  |
+| オフライン ELF レイアウト        | セクション、セグメント、元のシンボル／再配置情報、静的解析によるセキュリティ対策の候補      | Linux x64 で利用者が用意する pwntools；[バイナリ診断](docs/guides/native/binary-diagnostics.md)                                                                  |
+| EVM バイトコード                 | ディスパッチセレクター、バイトオフセット、推定された引数と状態変更の可否                    | Linux x64 上のローカルの生バイト／16 進数の入力ファイル；[オフライン EVM ガイド](docs/guides/evm/evm-bytecode.md)                                             |
+| 記録済みの Linux クラッシュ      | 生の note レコード、記録された全スレッドのレジスター／シグナル、任意のマッピング候補        | Linux x64 で利用者が用意する pwntools；GDB/pwndbg は任意；[記録済みクラッシュ](docs/guides/native/recorded-crashes.md)                                           |
+| JavaScript / Electron            | モジュール、インポート、ソースマップ、ルート、IPC、ネイティブアドオンの関係                 | Node.js と npm；[アプリケーション分析](https://rea.tools/ja/guides/javascript/)                                                                    |
+| ウェブサイト                     | ページ構造、スクリプト、ネットワークの観測結果、依頼されたスクリーンショット                | Chrome 系ブラウザー；[ブラウザー分析](https://rea.tools/ja/guides/browser/)                                                                        |
+| 保存済みのネットワークキャプチャ | リクエスト、レスポンス、取得可能なペイロード、ソース内の位置                                | HAR；mitmproxy ネイティブ形式のキャプチャには Linux 上の mitmdump；[キャプチャガイド](docs/guides/web/web-network-captures.md)                                |
+| パケットキャプチャ               | エンドポイント、DNS、TLS SNI、プロトコル分布、HTTPリクエスト                                | 呼び出し側が用意した tshark と capinfos；[pcapガイド](docs/guides/data/pcap-analysis.md)                                                                       |
+| .NET アセンブリ                  | メタデータ、CIL 命令、宣言されたネイティブ依存関係、ビルドの比較                            | 静的な検査；[マネージドコードのガイド](docs/guides/managed/managed-code-analysis.md)                                                                              |
+| Android APK                      | マニフェストの宣言、クラス、逆コンパイルされたメソッド、参照                                | Linux/macOS/Windows x64 上のヘッドレス JADX と完全な JDK；[Android ガイド](docs/guides/android/android-analysis.md)                                               |
+| Android デバイス                 | デバイス、パッケージ、プロセス、ログ、ダンプ、スクリーンキャプチャ、APK/ファイル転送        | 呼び出し側が用意した adb（エミュレーターまたは実機）；[ADB ガイド](docs/guides/android/adb-device-analysis.md)                                                    |
+| JEBプロジェクト                  | エンジンによるプロジェクトユニット、アーティファクトのダイジェスト、型/メソッドの擬似コード | 呼び出し側が起動し MCP を提供する JEB クライアント（REA_JEB_MCP_URL で選択）；[JEB ガイド](docs/providers/jeb-analysis.md)                                   |
+| Android リソース                 | デコードされたマニフェスト、文字列テーブル、ロケール、バージョン情報                        | 呼び出し側が用意した Apktool ランチャー；[リソースガイド](docs/guides/android/apktool-resource-analysis.md)                                                       |
+| Flutter アプリ                   | Dart スナップショットハッシュ、ABI ごとのライブラリダイジェスト、エンジンビルドの来歴       | 不要（静的 APK 解析）；[Flutter ガイド](docs/guides/android/flutter-analysis.md)                                                                                  |
+| ファームウェア                   | 領域、抽出結果、ネイティブ分析への引き継ぎ                                                  | Linux 上の Binwalk / Unblob；[ファームウェアガイド](docs/guides/firmware/firmware-analysis.md)                                                                     |
+| 記録済みパケット                 | 選択フィールド、繰り返し値、フィルター、デコード指定                                        | Linux: TShark 4.x + prlimit; [キャプチャガイド](docs/guides/data/packet-captures.md)                                                                           |
+| 記録済みロジック信号             | デコーダ注釈、サンプル範囲、診断情報                                                        | Linux: sigrok-cli 0.7.2 + prlimit; [信号記録ガイド](docs/guides/signals/signal-recordings.md)                                                                     |
 | パッケージとリソース             | ファイル一覧、ダイジェスト、plist、Apple バンドルの構造、抽出されたリソース                 | [アーティファクトと JavaScript のガイド](docs/guides/javascript/javascript-artifact-reconstruction.md)、[Apple アプリケーション](docs/guides/apple/apple-application-analysis.md) |
-| プロセスの動作                   | ターミナル出力、対話、終了とファイルシステムの観測結果、実行の比較                          | ネイティブ PTY を備えた Linux/macOS；[プロセスキャプチャ](docs/guides/runtime/process-capture.md)                                                                                 |
+| プロセスの動作                   | ターミナル出力、対話、終了とファイルシステムの観測結果、実行の比較                          | ネイティブ PTY を備えた Linux/macOS；[プロセスキャプチャ](docs/guides/runtime/process-capture.md)                                                                 |
 
 静的な JavaScript と .NET の検査は、指定されたファイルを読み取り、アプリケーションを実行しません。実行時キャプチャは、あなたのユーザー権限で対象を実行したり、対象とやり取りしたりします。それぞれの実行時ガイドに、どのような操作が行われるかを記載しています。
 
@@ -263,7 +264,7 @@ npx rea-agents@latest setup
 
 ## スター履歴
 
-🎉 **GitHub スター 110,000 件、ありがとうございます！**
+🎉 **GitHub スター 170,000 件、ありがとうございます！**
 
 REA の利用、バグ報告、機能の要望、ビルドのテスト、修正への貢献に感謝します。
 

README_ko.md

@@ -130,26 +130,27 @@ npx rea-agents@latest setup
 
 REA에는 Node.js 22.x(>=22.19), 24.x(>=24.11) 또는 26+와 npm이 필요합니다. 추가 도구와 호스트 지원은 대상에 따라 다릅니다.
 
-| 대상                  | REA가 반환하는 내용                                                           | 요구 사항 및 가이드                                                                                                                                                  |
-| --------------------- | ----------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| 네이티브 바이너리     | 의사 코드, 어셈블리, 문자열, 심볼, 호출, 참조                                 | Hopper, Ghidra 또는 IDA; [네이티브 분석](https://rea.tools/ko/guides/native/)                                                                                        |
-| 오프라인 ELF 레이아웃 | 섹션, 세그먼트, 원본 심볼/재배치 정보, 정적 분석으로 얻은 보안 완화 기법 후보 | Linux x64에서 호출자가 제공하는 pwntools; [바이너리 진단](docs/guides/native/binary-diagnostics.md)                                                                  |
-| EVM 바이트코드        | 디스패치 선택자, 바이트 오프셋, 추론한 인자와 상태 변경 가능 여부             | Linux x64의 로컬 원시 바이트/16진수 입력 파일; [오프라인 EVM 가이드](docs/guides/evm/evm-bytecode.md)                                                                |
-| 기록된 Linux 크래시   | 원시 note 레코드, 기록된 모든 스레드의 레지스터/시그널, 선택적 매핑 후보      | Linux x64에서 호출자가 제공하는 pwntools; GDB/pwndbg는 선택 사항; [기록된 크래시](docs/guides/native/recorded-crashes.md)                                            |
-| JavaScript / Electron | 모듈, 임포트, 소스 맵, 라우트, IPC, 네이티브 애드온 관계                      | Node.js와 npm; [애플리케이션 분석](https://rea.tools/ko/guides/javascript/)                                                                                          |
-| 웹사이트              | 페이지 구조, 스크립트, 네트워크 관찰 결과, 요청한 스크린샷                    | Chrome 계열 브라우저; [브라우저 분석](https://rea.tools/ko/guides/browser/)                                                                                          |
-| 저장된 네트워크 캡처  | 요청, 응답, 접근 가능한 페이로드, 소스 위치                                   | HAR; mitmproxy 네이티브 캡처에는 Linux의 mitmdump; [캡처 가이드](docs/guides/web/web-network-captures.md)                                                            |
-| .NET 어셈블리         | 메타데이터, CIL 명령, 선언된 네이티브 의존성, 빌드 비교                       | 정적 검사; [관리 코드 가이드](docs/guides/managed/managed-code-analysis.md)                                                                                          |
-| Android APK           | 매니페스트 선언, 클래스, 디컴파일된 메서드, 참조                              | Linux/macOS/Windows x64의 헤드리스 JADX와 전체 JDK; [Android 가이드](docs/guides/android/android-analysis.md)                                                        |
-| Android 기기          | 기기, 패키지, 프로세스, 로그, 덤프, 화면 캡처, APK/파일 전송                  | 호출자 제공 adb(에뮬레이터 또는 실제 기기); [ADB 가이드](docs/guides/android/adb-device-analysis.md)                                                                 |
-| JEB 프로젝트          | 엔진 기반 프로젝트 유닛, 아티팩트 해시, 타입/메서드 의사코드                  | 호출자가 시작하고 MCP를 제공하는 JEB 클라이언트(REA_JEB_MCP_URL로 선택); [JEB 가이드](docs/providers/jeb-analysis.md)                                                |
-| Android 리소스        | 디코딩된 매니페스트, 문자열 테이블, 로캘, 버전 정보                           | 호출자 제공 Apktool 런처; [리소스 가이드](docs/guides/android/apktool-resource-analysis.md)                                                                          |
-| Flutter 앱            | Dart 스냅샷 해시, ABI별 라이브러리 해시, 엔진 빌드 출처                       | 없음 (정적 APK 파싱); [Flutter 가이드](docs/guides/android/flutter-analysis.md)                                                                                      |
-| 펌웨어                | 영역, 추출 결과, 네이티브 분석으로 전달할 정보                                | Linux의 Binwalk / Unblob; [펌웨어 가이드](docs/guides/firmware/firmware-analysis.md)                                                                                 |
-| 기록된 패킷           | 선택 필드, 반복 값, 필터 및 디코딩 규칙                                       | Linux: TShark 4.x + prlimit; [캡처 가이드](docs/guides/data/packet-captures.md)                                                                                      |
-| 기록된 논리 신호      | 디코더 주석, 샘플 범위, 진단 정보                                             | Linux: sigrok-cli 0.7.2 + prlimit; [신호 기록 가이드](docs/guides/signals/signal-recordings.md)                                                                      |
+| 대상                  | REA가 반환하는 내용                                                           | 요구 사항 및 가이드                                                                                                                   |
+| --------------------- | ----------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- |
+| 네이티브 바이너리     | 의사 코드, 어셈블리, 문자열, 심볼, 호출, 참조                                 | Hopper, Ghidra 또는 IDA; [네이티브 분석](https://rea.tools/ko/guides/native/)                                                         |
+| 오프라인 ELF 레이아웃 | 섹션, 세그먼트, 원본 심볼/재배치 정보, 정적 분석으로 얻은 보안 완화 기법 후보 | Linux x64에서 호출자가 제공하는 pwntools; [바이너리 진단](docs/guides/native/binary-diagnostics.md)                                                 |
+| EVM 바이트코드        | 디스패치 선택자, 바이트 오프셋, 추론한 인자와 상태 변경 가능 여부             | Linux x64의 로컬 원시 바이트/16진수 입력 파일; [오프라인 EVM 가이드](docs/guides/evm/evm-bytecode.md)                                            |
+| 기록된 Linux 크래시   | 원시 note 레코드, 기록된 모든 스레드의 레지스터/시그널, 선택적 매핑 후보      | Linux x64에서 호출자가 제공하는 pwntools; GDB/pwndbg는 선택 사항; [기록된 크래시](docs/guides/native/recorded-crashes.md)                           |
+| JavaScript / Electron | 모듈, 임포트, 소스 맵, 라우트, IPC, 네이티브 애드온 관계                      | Node.js와 npm; [애플리케이션 분석](https://rea.tools/ko/guides/javascript/)                                                           |
+| 웹사이트              | 페이지 구조, 스크립트, 네트워크 관찰 결과, 요청한 스크린샷                    | Chrome 계열 브라우저; [브라우저 분석](https://rea.tools/ko/guides/browser/)                                                           |
+| 저장된 네트워크 캡처  | 요청, 응답, 접근 가능한 페이로드, 소스 위치                                   | HAR; mitmproxy 네이티브 캡처에는 Linux의 mitmdump; [캡처 가이드](docs/guides/web/web-network-captures.md)                                        |
+| 패킷 캡처             | 엔드포인트, DNS, TLS SNI, 프로토콜 분포, HTTP 요청                            | 호출자 제공 tshark 및 capinfos; [pcap 가이드](docs/guides/data/pcap-analysis.md)                                                                  |
+| .NET 어셈블리         | 메타데이터, CIL 명령, 선언된 네이티브 의존성, 빌드 비교                       | 정적 검사; [관리 코드 가이드](docs/guides/managed/managed-code-analysis.md)                                                                          |
+| Android APK           | 매니페스트 선언, 클래스, 디컴파일된 메서드, 참조                              | Linux/macOS/Windows x64의 헤드리스 JADX와 전체 JDK; [Android 가이드](docs/guides/android/android-analysis.md)                                        |
+| Android 기기          | 기기, 패키지, 프로세스, 로그, 덤프, 화면 캡처, APK/파일 전송                  | 호출자 제공 adb(에뮬레이터 또는 실제 기기); [ADB 가이드](docs/guides/android/adb-device-analysis.md)                                                 |
+| JEB 프로젝트          | 엔진 기반 프로젝트 유닛, 아티팩트 해시, 타입/메서드 의사코드                  | 호출자가 시작하고 MCP를 제공하는 JEB 클라이언트(REA_JEB_MCP_URL로 선택); [JEB 가이드](docs/providers/jeb-analysis.md)                           |
+| Android 리소스        | 디코딩된 매니페스트, 문자열 테이블, 로캘, 버전 정보                           | 호출자 제공 Apktool 런처; [리소스 가이드](docs/guides/android/apktool-resource-analysis.md)                                                          |
+| Flutter 앱            | Dart 스냅샷 해시, ABI별 라이브러리 해시, 엔진 빌드 출처                       | 없음 (정적 APK 파싱); [Flutter 가이드](docs/guides/android/flutter-analysis.md)                                                                      |
+| 펌웨어                | 영역, 추출 결과, 네이티브 분석으로 전달할 정보                                | Linux의 Binwalk / Unblob; [펌웨어 가이드](docs/guides/firmware/firmware-analysis.md)                                                                  |
+| 기록된 패킷           | 선택 필드, 반복 값, 필터 및 디코딩 규칙                                       | Linux: TShark 4.x + prlimit; [캡처 가이드](docs/guides/data/packet-captures.md)                                                                   |
+| 기록된 논리 신호      | 디코더 주석, 샘플 범위, 진단 정보                                             | Linux: sigrok-cli 0.7.2 + prlimit; [신호 기록 가이드](docs/guides/signals/signal-recordings.md)                                                      |
 | 패키지 및 리소스      | 파일 목록, 다이제스트, plist, Apple 번들 구조, 추출한 리소스                  | [아티팩트 및 JavaScript 가이드](docs/guides/javascript/javascript-artifact-reconstruction.md), [Apple 애플리케이션](docs/guides/apple/apple-application-analysis.md) |
-| 프로세스 동작         | 터미널 출력, 상호작용, 종료 및 파일 시스템 관찰 결과, 실행 비교               | 네이티브 PTY를 지원하는 Linux/macOS; [프로세스 캡처](docs/guides/runtime/process-capture.md)                                                                         |
+| 프로세스 동작         | 터미널 출력, 상호작용, 종료 및 파일 시스템 관찰 결과, 실행 비교               | 네이티브 PTY를 지원하는 Linux/macOS; [프로세스 캡처](docs/guides/runtime/process-capture.md)                                                         |
 
 정적 JavaScript 및 .NET 검사는 제공된 파일을 읽으며 애플리케이션을 실행하지 않습니다. 런타임 캡처는 사용자의 권한으로 선택한 대상을 실행하거나 대상과 상호작용합니다. 각 런타임 가이드에서 그 영향을 설명합니다.
 
@@ -263,7 +264,7 @@ npx rea-agents@latest setup
 
 ## 스타 기록
 
-🎉 **GitHub 스타 110,000개, 감사합니다!**
+🎉 **GitHub 스타 170,000개, 감사합니다!**
 
 REA를 사용하고, 버그를 보고하고, 기능을 요청하고, 빌드를 테스트하고, 수정에 기여해 주신 모든 분께 감사드립니다.
 

README_pl.md

@@ -130,26 +130,27 @@ Twój agent wywołuje REA przez MCP, aby analizować cel i śledzić istotny kod
 
 REA wymaga Node.js 22.x (>=22.19), 24.x (>=24.11) lub 26+ oraz npm. Dodatkowe narzędzia i obsługiwane platformy zależą od celu analizy:
 
-| Cel                                     | Co zwraca REA                                                                                                         | Wymagania i przewodnik                                                                                                                                                 |
-| --------------------------------------- | --------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Natywne pliki binarne                   | Pseudokod, kod asemblera, ciągi znaków, symbole, wywołania i odwołania                                                | Hopper, Ghidra lub IDA; [analiza kodu natywnego](https://rea.tools/pl/guides/native/)                                                                                  |
-| Układ pliku ELF w trybie offline        | Sekcje, segmenty, oryginalne symbole/relokacje i potencjalne mechanizmy zabezpieczeń wskazane przez analizę statyczną | pwntools dostarczone przez użytkownika w systemie Linux x64; [diagnostyka plików binarnych](docs/guides/native/binary-diagnostics.md)                                  |
-| Kod bajtowy EVM                         | Selektory wywołań, przesunięcia bajtowe, wywnioskowane argumenty i mutowalność                                        | Lokalny plik z surowymi bajtami lub zapisem szesnastkowym w systemie Linux x64; [przewodnik EVM offline](docs/guides/evm/evm-bytecode.md)                              |
-| Zarejestrowane awarie systemu Linux     | Surowe rekordy note, rejestry/sygnały każdego zarejestrowanego wątku i opcjonalni kandydaci na mapowania              | pwntools dostarczone przez użytkownika w systemie Linux x64; opcjonalnie GDB/pwndbg; [zarejestrowane awarie](docs/guides/native/recorded-crashes.md)                   |
-| JavaScript / Electron                   | Moduły, importy, mapy źródeł, trasy, IPC i powiązania z natywnymi dodatkami                                           | Node.js i npm; [analiza aplikacji](https://rea.tools/pl/guides/javascript/)                                                                                            |
-| Strony internetowe                      | Struktura strony, skrypty, obserwacje sieciowe i zamówione zrzuty ekranu                                              | Przeglądarka z rodziny Chrome; [analiza w przeglądarce](https://rea.tools/pl/guides/browser/)                                                                          |
-| Zapisane przechwycenia ruchu sieciowego | Żądania, odpowiedzi, dostępne dane przesyłane i lokalizacje źródłowe                                                  | HAR; mitmdump w systemie Linux dla natywnych przechwyceń mitmproxy; [przewodnik przechwytywania](docs/guides/web/web-network-captures.md)                              |
-| Zestawy .NET                            | Metadane, instrukcje CIL, zadeklarowane zależności natywne i porównania kompilacji                                    | Analiza statyczna; [przewodnik kodu zarządzanego](docs/guides/managed/managed-code-analysis.md)                                                                        |
-| Pakiety APK dla Androida                | Deklaracje manifestu, klasy, zdekompilowane metody i odwołania                                                        | JADX bez interfejsu graficznego i pełny JDK w systemach Linux/macOS/Windows x64; [przewodnik Androida](docs/guides/android/android-analysis.md)                        |
-| Urządzenia z Androidem                  | Urządzenia, pakiety, procesy, logi, zrzuty, zrzuty ekranu oraz transfery APK/plików                                   | adb dostarczony przez wywołującego (emulator lub urządzenie); [przewodnik ADB](docs/guides/android/adb-device-analysis.md)                                             |
-| Projekty JEB                            | Jednostki projektu obsługiwane przez silnik, skróty artefaktów i pseudokod typów/metod                                | Uruchomiony przez wywołującego klient JEB udostępniający MCP, wybrany przez REA_JEB_MCP_URL; [przewodnik JEB](docs/providers/jeb-analysis.md)                          |
-| Zasoby Androida                         | Zdekodowany manifest, tablice ciągów, języki i informacje o wersji                                                    | Należący do wywołującego launcher Apktool; [przewodnik zasobów](docs/guides/android/apktool-resource-analysis.md)                                                      |
-| Aplikacje Flutter                       | Hash migawki Dart, sumy bibliotek per ABI i pochodzenie kompilacji silnika                                            | Brak (statyczna analiza APK); [przewodnik Flutter](docs/guides/android/flutter-analysis.md)                                                                            |
-| Oprogramowanie układowe                 | Regiony, wyniki wyodrębniania i przekazanie do analizy kodu natywnego                                                 | Binwalk / Unblob w systemie Linux; [przewodnik oprogramowania układowego](docs/guides/firmware/firmware-analysis.md)                                                   |
-| Zapisane pakiety                        | Wybrane pola, powtarzane wartości, filtry i reguły dekodowania                                                        | Linux: TShark 4.x + prlimit; [przewodnik po przechwyconych pakietach](docs/guides/data/packet-captures.md)                                                             |
-| Zapisane sygnały logiczne               | Adnotacje dekodera, zakresy próbek i diagnostyka                                                                      | Linux: sigrok-cli 0.7.2 + prlimit; [przewodnik po sygnałach](docs/guides/signals/signal-recordings.md)                                                                 |
+| Cel                                     | Co zwraca REA                                                                                                         | Wymagania i przewodnik                                                                                                                  |
+| --------------------------------------- | --------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------- |
+| Natywne pliki binarne                   | Pseudokod, kod asemblera, ciągi znaków, symbole, wywołania i odwołania                                                | Hopper, Ghidra lub IDA; [analiza kodu natywnego](https://rea.tools/pl/guides/native/)                                                   |
+| Układ pliku ELF w trybie offline        | Sekcje, segmenty, oryginalne symbole/relokacje i potencjalne mechanizmy zabezpieczeń wskazane przez analizę statyczną | pwntools dostarczone przez użytkownika w systemie Linux x64; [diagnostyka plików binarnych](docs/guides/native/binary-diagnostics.md)                 |
+| Kod bajtowy EVM                         | Selektory wywołań, przesunięcia bajtowe, wywnioskowane argumenty i mutowalność                                        | Lokalny plik z surowymi bajtami lub zapisem szesnastkowym w systemie Linux x64; [przewodnik EVM offline](docs/guides/evm/evm-bytecode.md)          |
+| Zarejestrowane awarie systemu Linux     | Surowe rekordy note, rejestry/sygnały każdego zarejestrowanego wątku i opcjonalni kandydaci na mapowania              | pwntools dostarczone przez użytkownika w systemie Linux x64; opcjonalnie GDB/pwndbg; [zarejestrowane awarie](docs/guides/native/recorded-crashes.md)  |
+| JavaScript / Electron                   | Moduły, importy, mapy źródeł, trasy, IPC i powiązania z natywnymi dodatkami                                           | Node.js i npm; [analiza aplikacji](https://rea.tools/pl/guides/javascript/)                                                             |
+| Strony internetowe                      | Struktura strony, skrypty, obserwacje sieciowe i zamówione zrzuty ekranu                                              | Przeglądarka z rodziny Chrome; [analiza w przeglądarce](https://rea.tools/pl/guides/browser/)                                           |
+| Zapisane przechwycenia ruchu sieciowego | Żądania, odpowiedzi, dostępne dane przesyłane i lokalizacje źródłowe                                                  | HAR; mitmdump w systemie Linux dla natywnych przechwyceń mitmproxy; [przewodnik przechwytywania](docs/guides/web/web-network-captures.md)          |
+| Przechwytywanie pakietów                | Punkty końcowe, DNS, TLS SNI, dystrybucja protokołów i żądania HTTP                                                   | Dostarczone przez wywołującego tshark i capinfos; [przewodnik pcap](docs/guides/data/pcap-analysis.md)                                              |
+| Zestawy .NET                            | Metadane, instrukcje CIL, zadeklarowane zależności natywne i porównania kompilacji                                    | Analiza statyczna; [przewodnik kodu zarządzanego](docs/guides/managed/managed-code-analysis.md)                                                        |
+| Pakiety APK dla Androida                | Deklaracje manifestu, klasy, zdekompilowane metody i odwołania                                                        | JADX bez interfejsu graficznego i pełny JDK w systemach Linux/macOS/Windows x64; [przewodnik Androida](docs/guides/android/android-analysis.md)        |
+| Urządzenia z Androidem                  | Urządzenia, pakiety, procesy, logi, zrzuty, zrzuty ekranu oraz transfery APK/plików                                   | adb dostarczony przez wywołującego (emulator lub urządzenie); [przewodnik ADB](docs/guides/android/adb-device-analysis.md)                             |
+| Projekty JEB                            | Jednostki projektu obsługiwane przez silnik, skróty artefaktów i pseudokod typów/metod                                | Uruchomiony przez wywołującego klient JEB udostępniający MCP, wybrany przez REA_JEB_MCP_URL; [przewodnik JEB](docs/providers/jeb-analysis.md)     |
+| Zasoby Androida                         | Zdekodowany manifest, tablice ciągów, języki i informacje o wersji                                                    | Należący do wywołującego launcher Apktool; [przewodnik zasobów](docs/guides/android/apktool-resource-analysis.md)                                      |
+| Aplikacje Flutter                       | Hash migawki Dart, sumy bibliotek per ABI i pochodzenie kompilacji silnika                                            | Brak (statyczna analiza APK); [przewodnik Flutter](docs/guides/android/flutter-analysis.md)                                                            |
+| Oprogramowanie układowe                 | Regiony, wyniki wyodrębniania i przekazanie do analizy kodu natywnego                                                 | Binwalk / Unblob w systemie Linux; [przewodnik oprogramowania układowego](docs/guides/firmware/firmware-analysis.md)                                    |
+| Zapisane pakiety                        | Wybrane pola, powtarzane wartości, filtry i reguły dekodowania                                                        | Linux: TShark 4.x + prlimit; [przewodnik po przechwyconych pakietach](docs/guides/data/packet-captures.md)                                          |
+| Zapisane sygnały logiczne               | Adnotacje dekodera, zakresy próbek i diagnostyka                                                                      | Linux: sigrok-cli 0.7.2 + prlimit; [przewodnik po sygnałach](docs/guides/signals/signal-recordings.md)                                                 |
 | Pakiety i zasoby                        | Spisy plików, skróty, pliki plist, struktura pakietów Apple i wyodrębnione zasoby                                     | [Przewodnik artefaktów i JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [aplikacje Apple](docs/guides/apple/apple-application-analysis.md) |
-| Zachowanie procesów                     | Wyjście terminala, interakcje, obserwacje zakończenia i systemu plików oraz porównania uruchomień                     | Linux/macOS z natywnym PTY; [przechwytywanie procesów](docs/guides/runtime/process-capture.md)                                                                         |
+| Zachowanie procesów                     | Wyjście terminala, interakcje, obserwacje zakończenia i systemu plików oraz porównania uruchomień                     | Linux/macOS z natywnym PTY; [przechwytywanie procesów](docs/guides/runtime/process-capture.md)                                                         |
 
 Statyczna analiza JavaScript i .NET odczytuje dostarczone pliki bez uruchamiania aplikacji. Przechwytywanie w czasie wykonywania uruchamia wybrany cel lub wchodzi z nim w interakcje z uprawnieniami Twojego użytkownika; skutki opisano w odpowiednich przewodnikach.
 
@@ -261,7 +262,7 @@ Zgłaszaj podatności zgodnie z [SECURITY.md](SECURITY.md).
 
 ## Historia gwiazdek
 
-🎉 **110 000 gwiazdek na GitHubie — dziękujemy!**
+🎉 **170 000 gwiazdek na GitHubie — dziękujemy!**
 
 Dziękujemy wszystkim, którzy używają REA, zgłaszają błędy, proponują nowe funkcje, testują kompilacje i przesyłają poprawki.
 

README_pt-BR.md

@@ -130,26 +130,27 @@ Seu agente chama o REA por MCP para inspecionar o alvo e rastrear o código rele
 
 O REA requer Node.js 22.x (>=22.19), 24.x (>=24.11) ou 26+, além do npm. As ferramentas adicionais e os sistemas anfitriões compatíveis dependem do alvo:
 
-| Alvo                        | O que o REA retorna                                                                                                     | Requisitos e guia                                                                                                                                                    |
-| --------------------------- | ----------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Binários nativos            | Pseudocódigo, assembly, strings, símbolos, chamadas e referências                                                       | Hopper, Ghidra ou IDA; [análise nativa](https://rea.tools/pt-BR/guides/native/)                                                                                      |
-| Estrutura ELF sem execução  | Seções, segmentos, símbolos/relocações originais e possíveis mecanismos de mitigação identificados por análise estática | pwntools fornecido pelo chamador no Linux x64; [diagnóstico de binários](docs/guides/native/binary-diagnostics.md)                                                   |
-| Bytecode EVM                | Seletores de despacho, offsets de bytes, argumentos inferidos e mutabilidade                                            | Entrada local com bytes brutos ou representação hexadecimal no Linux x64; [guia de EVM sem execução](docs/guides/evm/evm-bytecode.md)                                |
-| Falhas do Linux registradas | Registros note brutos, registradores/sinais de cada thread registrada e candidatos opcionais a mapeamentos              | pwntools fornecido pelo chamador no Linux x64; GDB/pwndbg opcionais; [falhas registradas](docs/guides/native/recorded-crashes.md)                                    |
-| JavaScript / Electron       | Módulos, importações, source maps, rotas, IPC e relações com complementos nativos                                       | Node.js e npm; [análise de aplicativos](https://rea.tools/pt-BR/guides/javascript/)                                                                                  |
-| Sites                       | Estrutura da página, scripts, observações de rede e capturas de tela solicitadas                                        | Um navegador da família Chrome; [análise do navegador](https://rea.tools/pt-BR/guides/browser/)                                                                      |
-| Capturas de rede salvas     | Requisições, respostas, payloads acessíveis e localizações de origem                                                    | HAR; mitmdump no Linux para capturas no formato nativo do mitmproxy; [guia de capturas](docs/guides/web/web-network-captures.md)                                     |
-| Assemblies .NET             | Metadados, instruções CIL, dependências nativas declaradas e comparações de builds                                      | Inspeção estática; [guia de código gerenciado](docs/guides/managed/managed-code-analysis.md)                                                                         |
-| APKs Android                | Declarações do manifesto, classes, métodos descompilados e referências                                                  | JADX sem interface gráfica e um JDK completo no Linux/macOS/Windows x64; [guia de Android](docs/guides/android/android-analysis.md)                                  |
-| Dispositivos Android        | Dispositivos, pacotes, processos, logs, despejos, capturas de tela e transferências de APK/arquivos                     | adb fornecido pelo chamador (emulador ou aparelho); [guia de ADB](docs/guides/android/adb-device-analysis.md)                                                        |
-| Projetos JEB                | Unidades de projeto do motor, hashes de artefatos e pseudocódigo de tipos/métodos                                       | Um cliente JEB iniciado pelo chamador servindo MCP, selecionado com REA_JEB_MCP_URL; [guia de JEB](docs/providers/jeb-analysis.md)                                   |
-| Recursos do Android         | Manifesto decodificado, tabelas de strings, idiomas e fatos de versão                                                   | Lançador do Apktool fornecido pelo chamador; [guia de recursos](docs/guides/android/apktool-resource-analysis.md)                                                    |
-| Aplicativos Flutter         | Hash de snapshot Dart, hashes de bibliotecas por ABI e procedência de build do motor                                    | Nenhuma (análise estática de APK); [guia Flutter](docs/guides/android/flutter-analysis.md)                                                                           |
-| Firmware                    | Regiões, resultados de extração e encaminhamentos à análise nativa                                                      | Binwalk / Unblob no Linux; [guia de firmware](docs/guides/firmware/firmware-analysis.md)                                                                             |
-| Pacotes gravados            | Campos selecionados, valores repetidos, filtros e regras de decodificação                                               | Linux: TShark 4.x + prlimit; [guia de capturas](docs/guides/data/packet-captures.md)                                                                                 |
-| Sinais lógicos gravados     | Anotações do decodificador, intervalos de amostras e diagnósticos                                                       | Linux: sigrok-cli 0.7.2 + prlimit; [guia de sinais](docs/guides/signals/signal-recordings.md)                                                                        |
+| Alvo                        | O que o REA retorna                                                                                                     | Requisitos e guia                                                                                                                     |
+| --------------------------- | ----------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- |
+| Binários nativos            | Pseudocódigo, assembly, strings, símbolos, chamadas e referências                                                       | Hopper, Ghidra ou IDA; [análise nativa](https://rea.tools/pt-BR/guides/native/)                                                       |
+| Estrutura ELF sem execução  | Seções, segmentos, símbolos/relocações originais e possíveis mecanismos de mitigação identificados por análise estática | pwntools fornecido pelo chamador no Linux x64; [diagnóstico de binários](docs/guides/native/binary-diagnostics.md)                                  |
+| Bytecode EVM                | Seletores de despacho, offsets de bytes, argumentos inferidos e mutabilidade                                            | Entrada local com bytes brutos ou representação hexadecimal no Linux x64; [guia de EVM sem execução](docs/guides/evm/evm-bytecode.md)            |
+| Falhas do Linux registradas | Registros note brutos, registradores/sinais de cada thread registrada e candidatos opcionais a mapeamentos              | pwntools fornecido pelo chamador no Linux x64; GDB/pwndbg opcionais; [falhas registradas](docs/guides/native/recorded-crashes.md)                   |
+| JavaScript / Electron       | Módulos, importações, source maps, rotas, IPC e relações com complementos nativos                                       | Node.js e npm; [análise de aplicativos](https://rea.tools/pt-BR/guides/javascript/)                                                   |
+| Sites                       | Estrutura da página, scripts, observações de rede e capturas de tela solicitadas                                        | Um navegador da família Chrome; [análise do navegador](https://rea.tools/pt-BR/guides/browser/)                                       |
+| Capturas de rede salvas     | Requisições, respostas, payloads acessíveis e localizações de origem                                                    | HAR; mitmdump no Linux para capturas no formato nativo do mitmproxy; [guia de capturas](docs/guides/web/web-network-captures.md)                 |
+| Capturas de pacotes         | Endpoints, DNS, TLS SNI, distribuição de protocolos e requisições HTTP                                                  | tshark e capinfos fornecidos pelo chamador; [guia pcap](docs/guides/data/pcap-analysis.md)                                                        |
+| Assemblies .NET             | Metadados, instruções CIL, dependências nativas declaradas e comparações de builds                                      | Inspeção estática; [guia de código gerenciado](docs/guides/managed/managed-code-analysis.md)                                                         |
+| APKs Android                | Declarações do manifesto, classes, métodos descompilados e referências                                                  | JADX sem interface gráfica e um JDK completo no Linux/macOS/Windows x64; [guia de Android](docs/guides/android/android-analysis.md)                  |
+| Dispositivos Android        | Dispositivos, pacotes, processos, logs, despejos, capturas de tela e transferências de APK/arquivos                     | adb fornecido pelo chamador (emulador ou aparelho); [guia de ADB](docs/guides/android/adb-device-analysis.md)                                        |
+| Projetos JEB                | Unidades de projeto do motor, hashes de artefatos e pseudocódigo de tipos/métodos                                       | Um cliente JEB iniciado pelo chamador servindo MCP, selecionado com REA_JEB_MCP_URL; [guia de JEB](docs/providers/jeb-analysis.md)              |
+| Recursos do Android         | Manifesto decodificado, tabelas de strings, idiomas e fatos de versão                                                   | Lançador do Apktool fornecido pelo chamador; [guia de recursos](docs/guides/android/apktool-resource-analysis.md)                                    |
+| Aplicativos Flutter         | Hash de snapshot Dart, hashes de bibliotecas por ABI e procedência de build do motor                                    | Nenhuma (análise estática de APK); [guia Flutter](docs/guides/android/flutter-analysis.md)                                                           |
+| Firmware                    | Regiões, resultados de extração e encaminhamentos à análise nativa                                                      | Binwalk / Unblob no Linux; [guia de firmware](docs/guides/firmware/firmware-analysis.md)                                                              |
+| Pacotes gravados            | Campos selecionados, valores repetidos, filtros e regras de decodificação                                               | Linux: TShark 4.x + prlimit; [guia de capturas](docs/guides/data/packet-captures.md)                                                              |
+| Sinais lógicos gravados     | Anotações do decodificador, intervalos de amostras e diagnósticos                                                       | Linux: sigrok-cli 0.7.2 + prlimit; [guia de sinais](docs/guides/signals/signal-recordings.md)                                                        |
 | Pacotes e recursos          | Inventários de arquivos, digests, plists, estrutura de bundles Apple e recursos extraídos                               | [Guia de artefatos e JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [aplicativos Apple](docs/guides/apple/apple-application-analysis.md) |
-| Comportamento de processos  | Saída do terminal, interações, observações de encerramento e do sistema de arquivos, e comparações entre execuções      | Linux/macOS com PTY nativo; [captura de processos](docs/guides/runtime/process-capture.md)                                                                           |
+| Comportamento de processos  | Saída do terminal, interações, observações de encerramento e do sistema de arquivos, e comparações entre execuções      | Linux/macOS com PTY nativo; [captura de processos](docs/guides/runtime/process-capture.md)                                                           |
 
 A inspeção estática de JavaScript e .NET lê os arquivos fornecidos sem executar o aplicativo. A captura em execução inicia o alvo selecionado ou interage com ele usando as permissões do seu usuário; cada guia descreve seus efeitos.
 
@@ -261,7 +262,7 @@ Relate vulnerabilidades conforme [SECURITY.md](SECURITY.md).
 
 ## Histórico de estrelas
 
-🎉 **110.000 estrelas no GitHub — muito obrigado!**
+🎉 **170.000 estrelas no GitHub — muito obrigado!**
 
 Obrigado a todos que usam o REA, relatam bugs, sugerem funcionalidades, testam builds e contribuem com correções.
 

README_ru.md

@@ -130,26 +130,27 @@ npx rea-agents@latest setup
 
 REA требует Node.js 22.x (>=22.19), 24.x (>=24.11) или 26+, а также npm. Дополнительные инструменты и поддерживаемые системы зависят от цели:
 
-| Цель                          | Что возвращает REA                                                                                                         | Требования и руководство                                                                                                                                                    |
-| ----------------------------- | -------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Нативные бинарные файлы       | Псевдокод, ассемблер, строки, символы, вызовы и ссылки                                                                     | Hopper, Ghidra или IDA; [нативный анализ](https://rea.tools/ru/guides/native/)                                                                                              |
-| Структура ELF без запуска     | Секции, сегменты, исходные символы/релокации и возможные механизмы защиты по данным статического анализа                   | pwntools, предоставленный вызывающей стороной, в Linux x64; [диагностика бинарных файлов](docs/guides/native/binary-diagnostics.md)                                         |
-| Байт-код EVM                  | Селекторы диспетчеризации, смещения байтов, предполагаемые аргументы и изменяемость состояния                              | Локальные необработанные байты или шестнадцатеричное представление в Linux x64; [руководство по EVM без запуска](docs/guides/evm/evm-bytecode.md)                           |
-| Записанные сбои Linux         | Необработанные записи note, регистры/сигналы каждого записанного потока и необязательные кандидаты сопоставления с памятью | pwntools, предоставленный вызывающей стороной, в Linux x64; необязательные GDB/pwndbg; [записанные сбои](docs/guides/native/recorded-crashes.md)                            |
-| JavaScript / Electron         | Модули, импорты, карты исходного кода, маршруты, IPC и связи с нативными дополнениями                                      | Node.js и npm; [анализ приложений](https://rea.tools/ru/guides/javascript/)                                                                                                 |
-| Сайты                         | Структура страницы, скрипты, наблюдения за сетью и запрошенные снимки экрана                                               | Браузер семейства Chrome; [анализ браузера](https://rea.tools/ru/guides/browser/)                                                                                           |
-| Сохранённые сетевые захваты   | Запросы, ответы, доступные полезные данные и позиции в источнике                                                           | HAR; mitmdump в Linux для захватов в собственном формате mitmproxy; [руководство по сетевым захватам](docs/guides/web/web-network-captures.md)                              |
-| Сборки .NET                   | Метаданные, инструкции CIL, объявленные нативные зависимости и сравнения сборок                                            | Статическое исследование; [руководство по управляемому коду](docs/guides/managed/managed-code-analysis.md)                                                                  |
-| Android APK                   | Объявления манифеста, классы, декомпилированные методы и ссылки                                                            | JADX без графического интерфейса и полный JDK в Linux/macOS/Windows x64; [руководство по Android](docs/guides/android/android-analysis.md)                                  |
-| Устройства Android            | Устройства, пакеты, процессы, журналы, дампы, снимки экрана и передача APK/файлов                                          | adb, предоставленный вызывающей стороной (эмулятор или устройство); [руководство по ADB](docs/guides/android/adb-device-analysis.md)                                        |
-| Проекты JEB                   | Единицы проекта от движка, дайджесты артефактов и псевдокод типов/методов                                                  | Запущенный вызывающей стороной клиент JEB с интерфейсом MCP, выбирается через REA_JEB_MCP_URL; [руководство по JEB](docs/providers/jeb-analysis.md)                         |
-| Ресурсы Android               | Декодированный манифест, таблицы строк, языки и сведения о версии                                                          | Запуск Apktool, предоставленный вызывающей стороной; [руководство по ресурсам](docs/guides/android/apktool-resource-analysis.md)                                            |
-| Приложения Flutter            | Хеш снапшота Dart, дайджесты библиотек по ABI и происхождение сборки движка                                                | Не требуется (статический разбор APK); [руководство по Flutter](docs/guides/android/flutter-analysis.md)                                                                    |
-| Прошивки                      | Области, результаты извлечения и передача в нативный анализ                                                                | Binwalk / Unblob в Linux; [руководство по прошивкам](docs/guides/firmware/firmware-analysis.md)                                                                             |
-| Записанные пакеты             | Выбранные поля, повторяющиеся значения, фильтры и правила декодирования                                                    | Linux: TShark 4.x + prlimit; [руководство по захватам](docs/guides/data/packet-captures.md)                                                                                 |
-| Записанные логические сигналы | Аннотации декодера, диапазоны отсчётов и диагностика                                                                       | Linux: sigrok-cli 0.7.2 + prlimit; [руководство по сигналам](docs/guides/signals/signal-recordings.md)                                                                      |
+| Цель                          | Что возвращает REA                                                                                                         | Требования и руководство                                                                                                                     |
+| ----------------------------- | -------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------- |
+| Нативные бинарные файлы       | Псевдокод, ассемблер, строки, символы, вызовы и ссылки                                                                     | Hopper, Ghidra или IDA; [нативный анализ](https://rea.tools/ru/guides/native/)                                                               |
+| Структура ELF без запуска     | Секции, сегменты, исходные символы/релокации и возможные механизмы защиты по данным статического анализа                   | pwntools, предоставленный вызывающей стороной, в Linux x64; [диагностика бинарных файлов](docs/guides/native/binary-diagnostics.md)                        |
+| Байт-код EVM                  | Селекторы диспетчеризации, смещения байтов, предполагаемые аргументы и изменяемость состояния                              | Локальные необработанные байты или шестнадцатеричное представление в Linux x64; [руководство по EVM без запуска](docs/guides/evm/evm-bytecode.md)       |
+| Записанные сбои Linux         | Необработанные записи note, регистры/сигналы каждого записанного потока и необязательные кандидаты сопоставления с памятью | pwntools, предоставленный вызывающей стороной, в Linux x64; необязательные GDB/pwndbg; [записанные сбои](docs/guides/native/recorded-crashes.md)           |
+| JavaScript / Electron         | Модули, импорты, карты исходного кода, маршруты, IPC и связи с нативными дополнениями                                      | Node.js и npm; [анализ приложений](https://rea.tools/ru/guides/javascript/)                                                                  |
+| Сайты                         | Структура страницы, скрипты, наблюдения за сетью и запрошенные снимки экрана                                               | Браузер семейства Chrome; [анализ браузера](https://rea.tools/ru/guides/browser/)                                                            |
+| Сохранённые сетевые захваты   | Запросы, ответы, доступные полезные данные и позиции в источнике                                                           | HAR; mitmdump в Linux для захватов в собственном формате mitmproxy; [руководство по сетевым захватам](docs/guides/web/web-network-captures.md)          |
+| Сборки .NET                   | Метаданные, инструкции CIL, объявленные нативные зависимости и сравнения сборок                                            | Статическое исследование; [руководство по управляемому коду](docs/guides/managed/managed-code-analysis.md)                                                  |
+| Android APK                   | Объявления манифеста, классы, декомпилированные методы и ссылки                                                            | JADX без графического интерфейса и полный JDK в Linux/macOS/Windows x64; [руководство по Android](docs/guides/android/android-analysis.md)                  |
+| Устройства Android            | Устройства, пакеты, процессы, журналы, дампы, снимки экрана и передача APK/файлов                                          | adb, предоставленный вызывающей стороной (эмулятор или устройство); [руководство по ADB](docs/guides/android/adb-device-analysis.md)                        |
+| Проекты JEB                   | Единицы проекта от движка, дайджесты артефактов и псевдокод типов/методов                                                  | Запущенный вызывающей стороной клиент JEB с интерфейсом MCP, выбирается через REA_JEB_MCP_URL; [руководство по JEB](docs/providers/jeb-analysis.md)    |
+| Ресурсы Android               | Декодированный манифест, таблицы строк, языки и сведения о версии                                                          | Запуск Apktool, предоставленный вызывающей стороной; [руководство по ресурсам](docs/guides/android/apktool-resource-analysis.md)                            |
+| Приложения Flutter            | Хеш снапшота Dart, дайджесты библиотек по ABI и происхождение сборки движка                                                | Не требуется (статический разбор APK); [руководство по Flutter](docs/guides/android/flutter-analysis.md)                                                    |
+| Прошивки                      | Области, результаты извлечения и передача в нативный анализ                                                                | Binwalk / Unblob в Linux; [руководство по прошивкам](docs/guides/firmware/firmware-analysis.md)                                                              |
+| Записанные пакеты             | Выбранные поля, повторяющиеся значения, фильтры и правила декодирования                                                    | Linux: TShark 4.x + prlimit; [руководство по захватам](docs/guides/data/packet-captures.md)                                                              |
+| Захват пакетов                | Конечные точки, DNS, TLS SNI, распределение протоколов и HTTP-запросы                                                      | Предоставленные вызывающей стороной tshark и capinfos; [руководство по pcap](docs/guides/data/pcap-analysis.md)                                          |
+| Записанные логические сигналы | Аннотации декодера, диапазоны отсчётов и диагностика                                                                       | Linux: sigrok-cli 0.7.2 + prlimit; [руководство по сигналам](docs/guides/signals/signal-recordings.md)                                                      |
 | Пакеты и ресурсы              | Списки файлов, хеши, plist, структура пакетов Apple и извлечённые ресурсы                                                  | [Руководство по артефактам и JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [приложения Apple](docs/guides/apple/apple-application-analysis.md) |
-| Поведение процессов           | Вывод терминала, взаимодействия, наблюдения за завершением и файловой системой, сравнения запусков                         | Linux/macOS с нативным PTY; [захват процессов](docs/guides/runtime/process-capture.md)                                                                                      |
+| Поведение процессов           | Вывод терминала, взаимодействия, наблюдения за завершением и файловой системой, сравнения запусков                         | Linux/macOS с нативным PTY; [захват процессов](docs/guides/runtime/process-capture.md)                                                                      |
 
 Статическое исследование JavaScript и .NET читает предоставленные файлы, не запуская приложение. Захват во время выполнения запускает выбранную цель или взаимодействует с ней с правами вашего пользователя; соответствующие руководства описывают последствия.
 
@@ -261,7 +262,7 @@ npx rea-agents@latest setup
 
 ## История звёзд
 
-🎉 **110 000 звёзд на GitHub — спасибо!**
+🎉 **170 000 звёзд на GitHub — спасибо!**
 
 Спасибо всем, кто использует REA, сообщает об ошибках, предлагает новые функции, тестирует сборки и помогает с исправлениями.
 

README_th.md

@@ -130,26 +130,27 @@ npx rea-agents@latest setup
 
 REA ต้องใช้ Node.js 22.x (>=22.19), 24.x (>=24.11) หรือ 26+ และ npm เครื่องมือเพิ่มเติมและแพลตฟอร์มที่รองรับขึ้นอยู่กับเป้าหมาย:
 
-| เป้าหมาย                      | สิ่งที่ REA ส่งกลับ                                                                   | ข้อกำหนดและคู่มือ                                                                                                                                                 |
-| ---------------------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| ไบนารีเนทีฟ                    | โค้ดเทียม แอสเซมบลี สตริง สัญลักษณ์ การเรียก และการอ้างอิง                                | Hopper, Ghidra หรือ IDA; [การวิเคราะห์เนทีฟ](https://rea.tools/th/guides/native/)                                                                                 |
-| โครงสร้าง ELF แบบออฟไลน์       | เซกชัน เซกเมนต์ สัญลักษณ์/รีโลเคชันต้นฉบับ และตัวเลือกกลไกป้องกันที่พบจากการวิเคราะห์แบบสถิต      | pwntools ที่ผู้ใช้จัดเตรียมบน Linux x64; [การวินิจฉัยไบนารี](docs/guides/native/binary-diagnostics.md)                                                                   |
-| ไบต์โค้ด EVM                   | ตัวเลือกฟังก์ชันสำหรับการเรียก ออฟเซ็ตไบต์ อาร์กิวเมนต์และความสามารถในการเปลี่ยนสถานะที่อนุมานได้ | ไฟล์บนเครื่องที่มีไบต์ดิบหรือข้อมูลเลขฐานสิบหกบน Linux x64; [คู่มือ EVM แบบออฟไลน์](docs/guides/evm/evm-bytecode.md)                                                          |
-| ข้อมูลการแครชของ Linux ที่บันทึกไว้ | ระเบียน note ดิบ รีจิสเตอร์/สัญญาณของทุกเธรดที่บันทึกไว้ และตัวเลือกการแมปเพิ่มเติม              | pwntools ที่ผู้ใช้จัดเตรียมบน Linux x64; เลือกใช้ GDB/pwndbg เพิ่มเติมได้; [การแครชที่บันทึกไว้](docs/guides/native/recorded-crashes.md)                                        |
-| JavaScript / Electron        | โมดูล การนำเข้า ซอร์สแมป เส้นทาง IPC และความสัมพันธ์กับส่วนเสริมเนทีฟ                      | Node.js และ npm; [การวิเคราะห์แอปพลิเคชัน](https://rea.tools/th/guides/javascript/)                                                                               |
-| เว็บไซต์                       | โครงสร้างหน้า สคริปต์ ข้อมูลเครือข่ายที่สังเกตได้ และภาพหน้าจอที่ร้องขอ                         | เบราว์เซอร์ในตระกูล Chrome; [การวิเคราะห์ผ่านเบราว์เซอร์](https://rea.tools/th/guides/browser/)                                                                       |
-| ข้อมูลเครือข่ายที่บันทึกไว้           | คำขอ คำตอบ เพย์โหลดที่ปรากฏ และตำแหน่งต้นทาง                                         | HAR; mitmdump บน Linux สำหรับข้อมูลที่บันทึกในรูปแบบเนทีฟของ mitmproxy; [คู่มือการบันทึกข้อมูล](docs/guides/web/web-network-captures.md)                                      |
-| แอสเซมบลี .NET                | เมทาดาทา คำสั่ง CIL การพึ่งพาเนทีฟที่ประกาศไว้ และการเปรียบเทียบผลการบิลด์                  | การตรวจสอบแบบสถิต; [คู่มือโค้ดแบบจัดการ](docs/guides/managed/managed-code-analysis.md)                                                                              |
-| APK ของ Android              | การประกาศใน manifest คลาส เมธอดที่ดีคอมไพล์ และการอ้างอิง                             | JADX แบบไม่มี GUI และ JDK แบบเต็มบน Linux/macOS/Windows x64; [คู่มือ Android](docs/guides/android/android-analysis.md)                                              |
-| อุปกรณ์ Android                | อุปกรณ์ แพ็กเกจ โพรเซส บันทึก ดัมพ์ ภาพหน้าจอ และการถ่ายโอน APK/ไฟล์                      | adb ที่ผู้เรียกจัดเตรียม (โปรแกรมจำลองหรืออุปกรณ์จริง); [คู่มือ ADB](docs/guides/android/adb-device-analysis.md)                                                            |
-| โปรเจกต์ JEB                  | หน่วยโปรเจกต์จากเอนจิน, แฮชของอาร์ติแฟกต์ และซูโดโค้ดของไทป์/เมท็อด                       | ไคลเอนต์ JEB ที่ผู้เรียกเริ่มและให้บริการ MCP เลือกด้วย REA_JEB_MCP_URL; [คู่มือ JEB](docs/providers/jeb-analysis.md)                                                        |
-| ทรัพยากร Android              | ไฟล์ manifest ที่ถอดรหัสแล้ว ตารางสตริง ภาษา และข้อมูลเวอร์ชัน                            | ตัวเรียก Apktool ที่ผู้เรียกจัดเตรียม; [คู่มือทรัพยากร](docs/guides/android/apktool-resource-analysis.md)                                                                  |
-| แอป Flutter                  | แฮชสแนปชอต Dart, แฮชไลบรารีราย ABI และที่มาของบิลด์เอนจิน                             | ไม่ต้อง (วิเคราะห์ APK แบบ static); [คู่มือ Flutter](docs/guides/android/flutter-analysis.md)                                                                        |
-| เฟิร์มแวร์                      | พื้นที่ข้อมูล ผลการแตกไฟล์ และการส่งต่อไปวิเคราะห์เนทีฟ                                     | Binwalk / Unblob บน Linux; [คู่มือเฟิร์มแวร์](docs/guides/firmware/firmware-analysis.md)                                                                            |
-| แพ็กเก็ตที่บันทึกไว้                | ฟิลด์ที่เลือก ค่าซ้ำ ตัวกรอง และกฎการถอดรหัส                                             | Linux: TShark 4.x + prlimit; [คู่มือไฟล์แคปเจอร์](docs/guides/data/packet-captures.md)                                                                             |
-| สัญญาณลอจิกที่บันทึกไว้             | คำอธิบายจากตัวถอดรหัส ช่วงตัวอย่าง และข้อมูลวินิจฉัย                                       | Linux: sigrok-cli 0.7.2 + prlimit; [คู่มือสัญญาณ](docs/guides/signals/signal-recordings.md)                                                                       |
+| เป้าหมาย                      | สิ่งที่ REA ส่งกลับ                                                                   | ข้อกำหนดและคู่มือ                                                                                                                  |
+| ---------------------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------ |
+| ไบนารีเนทีฟ                    | โค้ดเทียม แอสเซมบลี สตริง สัญลักษณ์ การเรียก และการอ้างอิง                                | Hopper, Ghidra หรือ IDA; [การวิเคราะห์เนทีฟ](https://rea.tools/th/guides/native/)                                                  |
+| โครงสร้าง ELF แบบออฟไลน์       | เซกชัน เซกเมนต์ สัญลักษณ์/รีโลเคชันต้นฉบับ และตัวเลือกกลไกป้องกันที่พบจากการวิเคราะห์แบบสถิต      | pwntools ที่ผู้ใช้จัดเตรียมบน Linux x64; [การวินิจฉัยไบนารี](docs/guides/native/binary-diagnostics.md)                                                  |
+| ไบต์โค้ด EVM                   | ตัวเลือกฟังก์ชันสำหรับการเรียก ออฟเซ็ตไบต์ อาร์กิวเมนต์และความสามารถในการเปลี่ยนสถานะที่อนุมานได้ | ไฟล์บนเครื่องที่มีไบต์ดิบหรือข้อมูลเลขฐานสิบหกบน Linux x64; [คู่มือ EVM แบบออฟไลน์](docs/guides/evm/evm-bytecode.md)                                      |
+| ข้อมูลการแครชของ Linux ที่บันทึกไว้ | ระเบียน note ดิบ รีจิสเตอร์/สัญญาณของทุกเธรดที่บันทึกไว้ และตัวเลือกการแมปเพิ่มเติม              | pwntools ที่ผู้ใช้จัดเตรียมบน Linux x64; เลือกใช้ GDB/pwndbg เพิ่มเติมได้; [การแครชที่บันทึกไว้](docs/guides/native/recorded-crashes.md)                       |
+| JavaScript / Electron        | โมดูล การนำเข้า ซอร์สแมป เส้นทาง IPC และความสัมพันธ์กับส่วนเสริมเนทีฟ                      | Node.js และ npm; [การวิเคราะห์แอปพลิเคชัน](https://rea.tools/th/guides/javascript/)                                                |
+| เว็บไซต์                       | โครงสร้างหน้า สคริปต์ ข้อมูลเครือข่ายที่สังเกตได้ และภาพหน้าจอที่ร้องขอ                         | เบราว์เซอร์ในตระกูล Chrome; [การวิเคราะห์ผ่านเบราว์เซอร์](https://rea.tools/th/guides/browser/)                                        |
+| ข้อมูลเครือข่ายที่บันทึกไว้           | คำขอ คำตอบ เพย์โหลดที่ปรากฏ และตำแหน่งต้นทาง                                         | HAR; mitmdump บน Linux สำหรับข้อมูลที่บันทึกในรูปแบบเนทีฟของ mitmproxy; [คู่มือการบันทึกข้อมูล](docs/guides/web/web-network-captures.md)                  |
+| การจับแพ็กเก็ต                  | จุดเชื่อมต่อ, DNS, TLS SNI, การกระจายโปรโตคอล และคำขอ HTTP                          | tshark และ capinfos ที่ผู้เรียกจัดเตรียม; [คู่มือ pcap](docs/guides/data/pcap-analysis.md)                                                           |
+| แอสเซมบลี .NET                | เมทาดาทา คำสั่ง CIL การพึ่งพาเนทีฟที่ประกาศไว้ และการเปรียบเทียบผลการบิลด์                  | การตรวจสอบแบบสถิต; [คู่มือโค้ดแบบจัดการ](docs/guides/managed/managed-code-analysis.md)                                                              |
+| APK ของ Android              | การประกาศใน manifest คลาส เมธอดที่ดีคอมไพล์ และการอ้างอิง                             | JADX แบบไม่มี GUI และ JDK แบบเต็มบน Linux/macOS/Windows x64; [คู่มือ Android](docs/guides/android/android-analysis.md)                              |
+| อุปกรณ์ Android                | อุปกรณ์ แพ็กเกจ โพรเซส บันทึก ดัมพ์ ภาพหน้าจอ และการถ่ายโอน APK/ไฟล์                      | adb ที่ผู้เรียกจัดเตรียม (โปรแกรมจำลองหรืออุปกรณ์จริง); [คู่มือ ADB](docs/guides/android/adb-device-analysis.md)                                            |
+| โปรเจกต์ JEB                  | หน่วยโปรเจกต์จากเอนจิน, แฮชของอาร์ติแฟกต์ และซูโดโค้ดของไทป์/เมท็อด                       | ไคลเอนต์ JEB ที่ผู้เรียกเริ่มและให้บริการ MCP เลือกด้วย REA_JEB_MCP_URL; [คู่มือ JEB](docs/providers/jeb-analysis.md)                                   |
+| ทรัพยากร Android              | ไฟล์ manifest ที่ถอดรหัสแล้ว ตารางสตริง ภาษา และข้อมูลเวอร์ชัน                            | ตัวเรียก Apktool ที่ผู้เรียกจัดเตรียม; [คู่มือทรัพยากร](docs/guides/android/apktool-resource-analysis.md)                                                  |
+| แอป Flutter                  | แฮชสแนปชอต Dart, แฮชไลบรารีราย ABI และที่มาของบิลด์เอนจิน                             | ไม่ต้อง (วิเคราะห์ APK แบบ static); [คู่มือ Flutter](docs/guides/android/flutter-analysis.md)                                                        |
+| เฟิร์มแวร์                      | พื้นที่ข้อมูล ผลการแตกไฟล์ และการส่งต่อไปวิเคราะห์เนทีฟ                                     | Binwalk / Unblob บน Linux; [คู่มือเฟิร์มแวร์](docs/guides/firmware/firmware-analysis.md)                                                             |
+| แพ็กเก็ตที่บันทึกไว้                | ฟิลด์ที่เลือก ค่าซ้ำ ตัวกรอง และกฎการถอดรหัส                                             | Linux: TShark 4.x + prlimit; [คู่มือไฟล์แคปเจอร์](docs/guides/data/packet-captures.md)                                                          |
+| สัญญาณลอจิกที่บันทึกไว้             | คำอธิบายจากตัวถอดรหัส ช่วงตัวอย่าง และข้อมูลวินิจฉัย                                       | Linux: sigrok-cli 0.7.2 + prlimit; [คู่มือสัญญาณ](docs/guides/signals/signal-recordings.md)                                                       |
 | แพ็กเกจและทรัพยากร             | รายการไฟล์ ค่าแฮช plist โครงสร้างบันเดิลของ Apple และทรัพยากรที่แตกออกมา                | [คู่มืออาร์ติแฟกต์และ JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [แอปพลิเคชัน Apple](docs/guides/apple/apple-application-analysis.md) |
-| พฤติกรรมของโปรเซส             | เอาต์พุตเทอร์มินัล การโต้ตอบ ข้อมูลการสิ้นสุดและระบบไฟล์ที่สังเกตได้ และการเปรียบเทียบการรัน       | Linux/macOS ที่มี PTY เนทีฟ; [การบันทึกโปรเซส](docs/guides/runtime/process-capture.md)                                                                              |
+| พฤติกรรมของโปรเซส             | เอาต์พุตเทอร์มินัล การโต้ตอบ ข้อมูลการสิ้นสุดและระบบไฟล์ที่สังเกตได้ และการเปรียบเทียบการรัน       | Linux/macOS ที่มี PTY เนทีฟ; [การบันทึกโปรเซส](docs/guides/runtime/process-capture.md)                                                              |
 
 การตรวจสอบ JavaScript และ .NET แบบสถิตอ่านไฟล์ที่ให้มาโดยไม่รันแอปพลิเคชัน การบันทึกขณะทำงานจะรันหรือโต้ตอบกับเป้าหมายที่เลือกโดยใช้สิทธิ์ของผู้ใช้คุณ คู่มือการทำงานแต่ละฉบับอธิบายผลที่เกิดขึ้นไว้
 
@@ -261,7 +262,7 @@ npx rea-agents@latest setup
 
 ## ประวัติดาว
 
-🎉 **110,000 ดาวบน GitHub — ขอบคุณทุกคน!**
+🎉 **170,000 ดาวบน GitHub — ขอบคุณทุกคน!**
 
 ขอบคุณทุกคนที่ใช้ REA รายงานบั๊ก เสนอฟีเจอร์ ทดสอบบิลด์ และช่วยแก้ไข
 

README_tr.md

@@ -130,26 +130,27 @@ Ajanınız, hedefi incelemek ve ilgili kodu izlemek için MCP üzerinden REA'yı
 
 REA; Node.js 22.x (>=22.19), 24.x (>=24.11) veya 26+ ve npm gerektirir. Ek araçlar ve desteklenen ana bilgisayar sistemleri hedefe bağlıdır:
 
-| Hedef                                   | REA'nın döndürdükleri                                                                                       | Gereksinimler ve rehber                                                                                                                                               |
-| --------------------------------------- | ----------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Yerel makine kodu içeren ikili dosyalar | Sözde kod, assembly kodu, dizeler, semboller, çağrılar ve referanslar                                       | Hopper, Ghidra veya IDA; [yerel kod analizi](https://rea.tools/tr/guides/native/)                                                                                     |
-| Çevrimdışı ELF yapısı                   | Bölümler, segmentler, özgün semboller/yeniden konumlandırmalar ve statik analizden olası güvenlik önlemleri | Linux x64 üzerinde çağıranın sağladığı pwntools; [ikili dosya tanılama](docs/guides/native/binary-diagnostics.md)                                                     |
-| EVM bayt kodu                           | Yönlendirme seçicileri, bayt ofsetleri, çıkarımla belirlenen argümanlar ve durum değiştirilebilirliği       | Linux x64 üzerinde yerel ham bayt/onaltılık girdi; [çevrimdışı EVM rehberi](docs/guides/evm/evm-bytecode.md)                                                          |
-| Kaydedilmiş Linux çökmeleri             | Ham note kayıtları, kaydedilen her iş parçacığının yazmaçları/sinyalleri ve isteğe bağlı eşleme adayları    | Linux x64 üzerinde çağıranın sağladığı pwntools; isteğe bağlı GDB/pwndbg; [kaydedilmiş çökmeler](docs/guides/native/recorded-crashes.md)                              |
-| JavaScript / Electron                   | Modüller, içe aktarmalar, kaynak haritaları, rotalar, IPC ve yerel eklenti ilişkileri                       | Node.js ve npm; [uygulama analizi](https://rea.tools/tr/guides/javascript/)                                                                                           |
-| Web siteleri                            | Sayfa yapısı, betikler, ağ gözlemleri ve istenen ekran görüntüleri                                          | Chrome ailesinden bir tarayıcı; [tarayıcı analizi](https://rea.tools/tr/guides/browser/)                                                                              |
-| Kaydedilmiş ağ yakalamaları             | İstekler, yanıtlar, erişilebilir yük içerikleri ve kaynak konumları                                         | HAR; mitmproxy'nin kendi biçimindeki yakalamalar için Linux üzerinde mitmdump; [ağ yakalama rehberi](docs/guides/web/web-network-captures.md)                         |
-| .NET derlemeleri                        | Meta veriler, CIL talimatları, bildirilmiş yerel bağımlılıklar ve derleme karşılaştırmaları                 | Statik inceleme; [yönetilen kod rehberi](docs/guides/managed/managed-code-analysis.md)                                                                                |
-| Android APK'leri                        | Manifest bildirimleri, sınıflar, tersine derlenmiş metotlar ve referanslar                                  | Linux/macOS/Windows x64 üzerinde arayüzsüz JADX ve tam bir JDK; [Android rehberi](docs/guides/android/android-analysis.md)                                            |
-| Android cihazları                       | Cihazlar, paketler, süreçler, günlükler, dökümler, ekran görüntüleri ve APK/dosya aktarımları               | Çağıranın sağladığı adb (emülatör veya cihaz); [ADB rehberi](docs/guides/android/adb-device-analysis.md)                                                              |
-| JEB projeleri                           | Motor destekli proje birimleri, artefakt özetleri ve tür/metot sözdekodu                                    | Çağıranın başlattığı, MCP sunan bir JEB istemcisi, REA_JEB_MCP_URL ile seçilir; [JEB rehberi](docs/providers/jeb-analysis.md)                                         |
-| Android kaynakları                      | Çözülmüş manifest, dize tabloları, diller ve sürüm bilgileri                                                | Çağıranın sağladığı Apktool başlatıcısı; [kaynak rehberi](docs/guides/android/apktool-resource-analysis.md)                                                           |
-| Flutter uygulamaları                    | Dart anlık görüntü karması, ABI başına kitaplık özetleri ve motor derleme kökeni                            | Yok (statik APK çözümleme); [Flutter rehberi](docs/guides/android/flutter-analysis.md)                                                                                |
-| Donanım yazılımı                        | Bölgeler, çıkarma sonuçları ve yerel kod analizine devirler                                                 | Linux üzerinde Binwalk / Unblob; [donanım yazılımı rehberi](docs/guides/firmware/firmware-analysis.md)                                                                |
-| Kaydedilmiş paketler                    | Seçilen alanlar, yinelenen değerler, filtreler ve çözümleme kuralları                                       | Linux: TShark 4.x + prlimit; [yakalama kılavuzu](docs/guides/data/packet-captures.md)                                                                                 |
-| Kaydedilmiş mantık sinyalleri           | Kod çözücü açıklamaları, örnek aralıkları ve tanılama                                                       | Linux: sigrok-cli 0.7.2 + prlimit; [sinyal kılavuzu](docs/guides/signals/signal-recordings.md)                                                                        |
+| Hedef                                   | REA'nın döndürdükleri                                                                                       | Gereksinimler ve rehber                                                                                                                |
+| --------------------------------------- | ----------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------- |
+| Yerel makine kodu içeren ikili dosyalar | Sözde kod, assembly kodu, dizeler, semboller, çağrılar ve referanslar                                       | Hopper, Ghidra veya IDA; [yerel kod analizi](https://rea.tools/tr/guides/native/)                                                      |
+| Çevrimdışı ELF yapısı                   | Bölümler, segmentler, özgün semboller/yeniden konumlandırmalar ve statik analizden olası güvenlik önlemleri | Linux x64 üzerinde çağıranın sağladığı pwntools; [ikili dosya tanılama](docs/guides/native/binary-diagnostics.md)                                    |
+| EVM bayt kodu                           | Yönlendirme seçicileri, bayt ofsetleri, çıkarımla belirlenen argümanlar ve durum değiştirilebilirliği       | Linux x64 üzerinde yerel ham bayt/onaltılık girdi; [çevrimdışı EVM rehberi](docs/guides/evm/evm-bytecode.md)                                      |
+| Kaydedilmiş Linux çökmeleri             | Ham note kayıtları, kaydedilen her iş parçacığının yazmaçları/sinyalleri ve isteğe bağlı eşleme adayları    | Linux x64 üzerinde çağıranın sağladığı pwntools; isteğe bağlı GDB/pwndbg; [kaydedilmiş çökmeler](docs/guides/native/recorded-crashes.md)             |
+| JavaScript / Electron                   | Modüller, içe aktarmalar, kaynak haritaları, rotalar, IPC ve yerel eklenti ilişkileri                       | Node.js ve npm; [uygulama analizi](https://rea.tools/tr/guides/javascript/)                                                            |
+| Web siteleri                            | Sayfa yapısı, betikler, ağ gözlemleri ve istenen ekran görüntüleri                                          | Chrome ailesinden bir tarayıcı; [tarayıcı analizi](https://rea.tools/tr/guides/browser/)                                               |
+| Kaydedilmiş ağ yakalamaları             | İstekler, yanıtlar, erişilebilir yük içerikleri ve kaynak konumları                                         | HAR; mitmproxy'nin kendi biçimindeki yakalamalar için Linux üzerinde mitmdump; [ağ yakalama rehberi](docs/guides/web/web-network-captures.md)     |
+| Paket yakalamaları                      | Uç noktalar, DNS, TLS SNI, protokol dağılımı ve HTTP istekleri                                              | Çağıranın sağladığı tshark ve capinfos; [pcap rehberi](docs/guides/data/pcap-analysis.md)                                                          |
+| .NET derlemeleri                        | Meta veriler, CIL talimatları, bildirilmiş yerel bağımlılıklar ve derleme karşılaştırmaları                 | Statik inceleme; [yönetilen kod rehberi](docs/guides/managed/managed-code-analysis.md)                                                                |
+| Android APK'leri                        | Manifest bildirimleri, sınıflar, tersine derlenmiş metotlar ve referanslar                                  | Linux/macOS/Windows x64 üzerinde arayüzsüz JADX ve tam bir JDK; [Android rehberi](docs/guides/android/android-analysis.md)                            |
+| Android cihazları                       | Cihazlar, paketler, süreçler, günlükler, dökümler, ekran görüntüleri ve APK/dosya aktarımları               | Çağıranın sağladığı adb (emülatör veya cihaz); [ADB rehberi](docs/guides/android/adb-device-analysis.md)                                              |
+| JEB projeleri                           | Motor destekli proje birimleri, artefakt özetleri ve tür/metot sözdekodu                                    | Çağıranın başlattığı, MCP sunan bir JEB istemcisi, REA_JEB_MCP_URL ile seçilir; [JEB rehberi](docs/providers/jeb-analysis.md)                    |
+| Android kaynakları                      | Çözülmüş manifest, dize tabloları, diller ve sürüm bilgileri                                                | Çağıranın sağladığı Apktool başlatıcısı; [kaynak rehberi](docs/guides/android/apktool-resource-analysis.md)                                           |
+| Flutter uygulamaları                    | Dart anlık görüntü karması, ABI başına kitaplık özetleri ve motor derleme kökeni                            | Yok (statik APK çözümleme); [Flutter rehberi](docs/guides/android/flutter-analysis.md)                                                                |
+| Donanım yazılımı                        | Bölgeler, çıkarma sonuçları ve yerel kod analizine devirler                                                 | Linux üzerinde Binwalk / Unblob; [donanım yazılımı rehberi](docs/guides/firmware/firmware-analysis.md)                                                 |
+| Kaydedilmiş paketler                    | Seçilen alanlar, yinelenen değerler, filtreler ve çözümleme kuralları                                       | Linux: TShark 4.x + prlimit; [yakalama kılavuzu](docs/guides/data/packet-captures.md)                                                              |
+| Kaydedilmiş mantık sinyalleri           | Kod çözücü açıklamaları, örnek aralıkları ve tanılama                                                       | Linux: sigrok-cli 0.7.2 + prlimit; [sinyal kılavuzu](docs/guides/signals/signal-recordings.md)                                                        |
 | Paketler ve kaynaklar                   | Dosya envanterleri, özet değerleri, plist'ler, Apple paket yapısı ve çıkarılmış kaynaklar                   | [Artefakt ve JavaScript rehberi](docs/guides/javascript/javascript-artifact-reconstruction.md), [Apple uygulamaları](docs/guides/apple/apple-application-analysis.md) |
-| Süreç davranışı                         | Terminal çıktısı, etkileşimler, sonlanma ve dosya sistemi gözlemleri, çalıştırma karşılaştırmaları          | Yerel PTY ile Linux/macOS; [süreç yakalama](docs/guides/runtime/process-capture.md)                                                                                   |
+| Süreç davranışı                         | Terminal çıktısı, etkileşimler, sonlanma ve dosya sistemi gözlemleri, çalıştırma karşılaştırmaları          | Yerel PTY ile Linux/macOS; [süreç yakalama](docs/guides/runtime/process-capture.md)                                                                   |
 
 Statik JavaScript ve .NET incelemesi, uygulamayı çalıştırmadan sağlanan dosyaları okur. Çalışma zamanı yakalaması, seçilen hedefi kullanıcı izinlerinizle çalıştırır veya onunla etkileşime girer; her çalışma zamanı rehberi etkilerini açıklar.
 
@@ -261,7 +262,7 @@ Güvenlik açıklarını [SECURITY.md](SECURITY.md) üzerinden bildirin.
 
 ## Yıldız geçmişi
 
-🎉 **GitHub'da 110.000 yıldız — teşekkürler!**
+🎉 **GitHub'da 170.000 yıldız — teşekkürler!**
 
 REA'yı kullanan, hata bildiren, özellik talep eden, derlemeleri test eden ve düzeltmelere katkıda bulunan herkese teşekkürler.
 

README_uk.md

@@ -130,26 +130,27 @@ npx rea-agents@latest setup
 
 REA потребує Node.js 22.x (>=22.19), 24.x (>=24.11) або 26+, а також npm. Додаткові інструменти й підтримувані системи залежать від цілі:
 
-| Ціль                                 | Що повертає REA                                                                                                   | Вимоги й посібник                                                                                                                                                     |
-| ------------------------------------ | ----------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Нативні бінарні файли                | Псевдокод, асемблерний код, рядки, символи, виклики й посилання                                                   | Hopper, Ghidra або IDA; [нативний аналіз](https://rea.tools/uk/guides/native/)                                                                                        |
-| Структура ELF без запуску            | Секції, сегменти, початкові символи/релокації та можливі захисні механізми за даними статичного аналізу           | pwntools, наданий стороною, що викликає інструмент, у Linux x64; [діагностика бінарних файлів](docs/guides/native/binary-diagnostics.md)                              |
-| Байт-код EVM                         | Селектори диспетчеризації, зміщення байтів, виведені припущення про аргументи та змінюваність стану               | Локальні необроблені байти або шістнадцяткове представлення у Linux x64; [посібник EVM без запуску](docs/guides/evm/evm-bytecode.md)                                  |
-| Записані аварійні завершення в Linux | Необроблені записи note, регістри/сигнали кожного записаного потоку й необов'язкові кандидати зіставлення пам'яті | pwntools, наданий стороною, що викликає інструмент, у Linux x64; необов'язкові GDB/pwndbg; [записані аварійні завершення](docs/guides/native/recorded-crashes.md)     |
-| JavaScript / Electron                | Модулі, імпорти, карти вихідного коду, маршрути, IPC і зв'язки з нативними доповненнями                           | Node.js і npm; [аналіз застосунків](https://rea.tools/uk/guides/javascript/)                                                                                          |
-| Сайти                                | Структура сторінки, скрипти, мережеві спостереження й запитані знімки екрана                                      | Браузер сімейства Chrome; [аналіз браузера](https://rea.tools/uk/guides/browser/)                                                                                     |
-| Збережені мережеві захоплення        | Запити, відповіді, доступні корисні дані та місця в джерелі                                                       | HAR; mitmdump у Linux для захоплень у власному форматі mitmproxy; [посібник мережевих захоплень](docs/guides/web/web-network-captures.md)                             |
-| Збірки .NET                          | Метадані, інструкції CIL, оголошені нативні залежності й порівняння збірок                                        | Статична перевірка; [посібник керованого коду](docs/guides/managed/managed-code-analysis.md)                                                                          |
-| Android APK                          | Оголошення маніфесту, класи, декомпільовані методи й посилання                                                    | JADX без графічного інтерфейсу й повний JDK у Linux/macOS/Windows x64; [посібник Android](docs/guides/android/android-analysis.md)                                    |
-| Пристрої Android                     | Пристрої, пакети, процеси, журнали, дампи, знімки екрана та передавання APK/файлів                                | adb, наданий викликаючою стороною (емулятор або пристрій); [підручник ADB](docs/guides/android/adb-device-analysis.md)                                                |
-| Проєкти JEB                          | Єдиниці проєкту від рушія, дайджести артефактів і псевдокод типів/методів                                         | Запущений викликаною стороною клієнт JEB з MCP, обирається через REA_JEB_MCP_URL; [посібник JEB](docs/providers/jeb-analysis.md)                                      |
-| Ресурси Android                      | Декодований маніфест, таблиці рядків, мови та відомості про версію                                                | Засіб запуску Apktool, наданий викликаючою стороною; [підручник ресурсів](docs/guides/android/apktool-resource-analysis.md)                                           |
-| Додатки Flutter                      | Хеш знімка Dart, дайджести бібліотек за ABI та походження збірки рушія                                            | Не потрібні (статичний розбір APK); [підручник Flutter](docs/guides/android/flutter-analysis.md)                                                                      |
-| Прошивки                             | Області, результати видобування й передавання до нативного аналізу                                                | Binwalk / Unblob у Linux; [посібник прошивок](docs/guides/firmware/firmware-analysis.md)                                                                              |
-| Записані пакети                      | Вибрані поля, повторювані значення, фільтри та правила декодування                                                | Linux: TShark 4.x + prlimit; [посібник із записів пакетів](docs/guides/data/packet-captures.md)                                                                       |
-| Записані логічні сигнали             | Анотації декодера, діапазони відліків і діагностика                                                               | Linux: sigrok-cli 0.7.2 + prlimit; [посібник із сигналів](docs/guides/signals/signal-recordings.md)                                                                   |
-| Пакети й ресурси                     | Переліки файлів, хеші, plist, структура пакетів Apple та видобуті ресурси                                         | [Посібник артефактів і JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [застосунки Apple](docs/guides/apple/apple-application-analysis.md) |
-| Поведінка процесів                   | Вивід термінала, взаємодії, спостереження за завершенням і файловою системою та порівняння запусків               | Linux/macOS із нативним PTY; [захоплення процесів](docs/guides/runtime/process-capture.md)                                                                            |
+| Ціль                                 | Що повертає REA                                                                                                   | Вимоги й посібник                                                                                                                                   |
+| ------------------------------------ | ----------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Нативні бінарні файли                | Псевдокод, асемблерний код, рядки, символи, виклики й посилання                                                   | Hopper, Ghidra або IDA; [нативний аналіз](https://rea.tools/uk/guides/native/)                                                                      |
+| Структура ELF без запуску            | Секції, сегменти, початкові символи/релокації та можливі захисні механізми за даними статичного аналізу           | pwntools, наданий стороною, що викликає інструмент, у Linux x64; [діагностика бінарних файлів](docs/guides/native/binary-diagnostics.md)                          |
+| Байт-код EVM                         | Селектори диспетчеризації, зміщення байтів, виведені припущення про аргументи та змінюваність стану               | Локальні необроблені байти або шістнадцяткове представлення у Linux x64; [посібник EVM без запуску](docs/guides/evm/evm-bytecode.md)                           |
+| Записані аварійні завершення в Linux | Необроблені записи note, регістри/сигнали кожного записаного потоку й необов'язкові кандидати зіставлення пам'яті | pwntools, наданий стороною, що викликає інструмент, у Linux x64; необов'язкові GDB/pwndbg; [записані аварійні завершення](docs/guides/native/recorded-crashes.md) |
+| JavaScript / Electron                | Модулі, імпорти, карти вихідного коду, маршрути, IPC і зв'язки з нативними доповненнями                           | Node.js і npm; [аналіз застосунків](https://rea.tools/uk/guides/javascript/)                                                                        |
+| Сайти                                | Структура сторінки, скрипти, мережеві спостереження й запитані знімки екрана                                      | Браузер сімейства Chrome; [аналіз браузера](https://rea.tools/uk/guides/browser/)                                                                   |
+| Збережені мережеві захоплення        | Запити, відповіді, доступні корисні дані та місця в джерелі                                                       | HAR; mitmdump у Linux для захоплень у власному форматі mitmproxy; [посібник мережевих захоплень](docs/guides/web/web-network-captures.md)                      |
+| Захоплення пакетів                   | Кінцеві точки, DNS, TLS SNI, розподіл протоколів та HTTP-запити                                                   | Надані викликаючою стороною tshark та capinfos; [підручник pcap](docs/guides/data/pcap-analysis.md)                                                             |
+| Збірки .NET                          | Метадані, інструкції CIL, оголошені нативні залежності й порівняння збірок                                        | Статична перевірка; [посібник керованого коду](docs/guides/managed/managed-code-analysis.md)                                                                       |
+| Android APK                          | Оголошення маніфесту, класи, декомпільовані методи й посилання                                                    | JADX без графічного інтерфейсу й повний JDK у Linux/macOS/Windows x64; [посібник Android](docs/guides/android/android-analysis.md)                                 |
+| Пристрої Android                     | Пристрої, пакети, процеси, журнали, дампи, знімки екрана та передавання APK/файлів                                | adb, наданий викликаючою стороною (емулятор або пристрій); [підручник ADB](docs/guides/android/adb-device-analysis.md)                                             |
+| Проєкти JEB                          | Єдиниці проєкту від рушія, дайджести артефактів і псевдокод типів/методів                                         | Запущений викликаною стороною клієнт JEB з MCP, обирається через REA_JEB_MCP_URL; [посібник JEB](docs/providers/jeb-analysis.md)                              |
+| Ресурси Android                      | Декодований маніфест, таблиці рядків, мови та відомості про версію                                                | Засіб запуску Apktool, наданий викликаючою стороною; [підручник ресурсів](docs/guides/android/apktool-resource-analysis.md)                                        |
+| Додатки Flutter                      | Хеш знімка Dart, дайджести бібліотек за ABI та походження збірки рушія                                            | Не потрібні (статичний розбір APK); [підручник Flutter](docs/guides/android/flutter-analysis.md)                                                                   |
+| Прошивки                             | Області, результати видобування й передавання до нативного аналізу                                                | Binwalk / Unblob у Linux; [посібник прошивок](docs/guides/firmware/firmware-analysis.md)                                                                            |
+| Записані пакети                      | Вибрані поля, повторювані значення, фільтри та правила декодування                                                | Linux: TShark 4.x + prlimit; [посібник із записів пакетів](docs/guides/data/packet-captures.md)                                                                 |
+| Записані логічні сигнали             | Анотації декодера, діапазони відліків і діагностика                                                               | Linux: sigrok-cli 0.7.2 + prlimit; [посібник із сигналів](docs/guides/signals/signal-recordings.md)                                                                |
+| Пакети й ресурси                     | Переліки файлів, хеші, plist, структура пакетів Apple та видобуті ресурси                                         | [Посібник артефактів і JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [застосунки Apple](docs/guides/apple/apple-application-analysis.md)              |
+| Поведінка процесів                   | Вивід термінала, взаємодії, спостереження за завершенням і файловою системою та порівняння запусків               | Linux/macOS із нативним PTY; [захоплення процесів](docs/guides/runtime/process-capture.md)                                                                         |
 
 Статична перевірка JavaScript і .NET читає надані файли, не запускаючи застосунок. Захоплення під час виконання запускає вибрану ціль або взаємодіє з нею з правами вашого користувача; відповідні посібники описують його вплив.
 
@@ -261,7 +262,7 @@ npx rea-agents@latest setup
 
 ## Історія зірок
 
-🎉 **110 000 зірок на GitHub — дякуємо!**
+🎉 **170 000 зірок на GitHub — дякуємо!**
 
 Дякуємо всім, хто використовує REA, повідомляє про помилки, пропонує нові функції, тестує збірки й допомагає з виправленнями.
 

README_vi.md

@@ -130,26 +130,27 @@ Tác nhân gọi REA qua MCP để kiểm tra mục tiêu và lần theo mã li
 
 REA yêu cầu Node.js 22.x (>=22.19), 24.x (>=24.11) hoặc 26+, cùng với npm. Công cụ bổ sung và nền tảng chạy REA được hỗ trợ tùy thuộc vào mục tiêu:
 
-| Mục tiêu                      | REA trả về gì                                                                                                   | Yêu cầu và hướng dẫn                                                                                                                                                         |
-| ----------------------------- | --------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Tệp nhị phân mã máy           | Mã giả, hợp ngữ, chuỗi, ký hiệu, lời gọi và tham chiếu                                                          | Hopper, Ghidra hoặc IDA; [phân tích mã máy](https://rea.tools/vi/guides/native/)                                                                                             |
-| Bố cục ELF ngoại tuyến        | Các section, segment, ký hiệu/thông tin tái định vị gốc và các biện pháp giảm thiểu có thể có từ phân tích tĩnh | pwntools do bên gọi cung cấp trên Linux x64; [chẩn đoán tệp nhị phân](docs/guides/native/binary-diagnostics.md)                                                              |
-| Bytecode EVM                  | Bộ chọn điều phối, độ lệch byte, tham số suy luận và khả năng thay đổi trạng thái                               | Đầu vào cục bộ chứa byte thô hoặc dạng thập lục phân trên Linux x64; [hướng dẫn EVM ngoại tuyến](docs/guides/evm/evm-bytecode.md)                                            |
-| Sự cố Linux đã ghi lại        | Bản ghi note thô, thanh ghi/tín hiệu của mọi luồng được ghi lại và các ứng viên ánh xạ tùy chọn                 | pwntools do bên gọi cung cấp trên Linux x64; GDB/pwndbg tùy chọn; [sự cố đã ghi lại](docs/guides/native/recorded-crashes.md)                                                 |
-| JavaScript / Electron         | Mô-đun, các khai báo import, source map, tuyến, IPC và quan hệ với tiện ích mở rộng mã máy                      | Node.js và npm; [phân tích ứng dụng](https://rea.tools/vi/guides/javascript/)                                                                                                |
-| Trang web                     | Cấu trúc trang, script, quan sát mạng và ảnh chụp màn hình được yêu cầu                                         | Trình duyệt thuộc họ Chrome; [phân tích trình duyệt](https://rea.tools/vi/guides/browser/)                                                                                   |
-| Bản ghi lưu lượng mạng đã lưu | Yêu cầu, phản hồi, payload có thể truy cập và vị trí nguồn                                                      | HAR; mitmdump trên Linux cho bản ghi định dạng gốc của mitmproxy; [hướng dẫn bản ghi mạng](docs/guides/web/web-network-captures.md)                                          |
-| Assembly .NET                 | Siêu dữ liệu, lệnh CIL, các phụ thuộc mã máy được khai báo và so sánh bản dựng                                  | Kiểm tra tĩnh; [hướng dẫn mã được quản lý](docs/guides/managed/managed-code-analysis.md)                                                                                     |
-| APK Android                   | Khai báo manifest, lớp, phương thức được dịch ngược và tham chiếu                                               | JADX không giao diện đồ họa và JDK đầy đủ trên Linux/macOS/Windows x64; [hướng dẫn Android](docs/guides/android/android-analysis.md)                                         |
-| Thiết bị Android              | Thiết bị, gói, tiến trình, nhật ký, dump, ảnh chụp màn hình và truyền APK/tệp                                   | adb do nơi gọi cung cấp (trình giả lập hoặc thiết bị); [hướng dẫn ADB](docs/guides/android/adb-device-analysis.md)                                                           |
-| Dự án JEB                     | Đơn vị dự án từ engine, hash của artifact và mã giả của kiểu/phương thức                                        | Một ứng dụng JEB do nơi gọi khởi động, phục vụ MCP, chọn bằng REA_JEB_MCP_URL; [hướng dẫn JEB](docs/providers/jeb-analysis.md)                                               |
-| Tài nguyên Android            | Manifest đã giải mã, bảng chuỗi, ngôn ngữ và thông tin phiên bản                                                | Trình khởi chạy Apktool do nơi gọi cung cấp; [hướng dẫn tài nguyên](docs/guides/android/apktool-resource-analysis.md)                                                        |
-| Ứng dụng Flutter              | Băm snapshot Dart, hash thư viện theo ABI và nguồn gốc build engine                                             | Không cần (phân tích APK tĩnh); [hướng dẫn Flutter](docs/guides/android/flutter-analysis.md)                                                                                 |
-| Phần sụn                      | Các vùng, kết quả trích xuất và dữ liệu chuyển sang phân tích mã máy                                            | Binwalk / Unblob trên Linux; [hướng dẫn phần sụn](docs/guides/firmware/firmware-analysis.md)                                                                                 |
-| Gói tin đã ghi                | Trường được chọn, giá trị lặp, bộ lọc và quy tắc giải mã                                                        | Linux: TShark 4.x + prlimit; [hướng dẫn bản ghi gói tin](docs/guides/data/packet-captures.md)                                                                                |
-| Tín hiệu logic đã ghi         | Chú thích bộ giải mã, phạm vi mẫu và chẩn đoán                                                                  | Linux: sigrok-cli 0.7.2 + prlimit; [hướng dẫn tín hiệu](docs/guides/signals/signal-recordings.md)                                                                            |
+| Mục tiêu                      | REA trả về gì                                                                                                   | Yêu cầu và hướng dẫn                                                                                                                          |
+| ----------------------------- | --------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------- |
+| Tệp nhị phân mã máy           | Mã giả, hợp ngữ, chuỗi, ký hiệu, lời gọi và tham chiếu                                                          | Hopper, Ghidra hoặc IDA; [phân tích mã máy](https://rea.tools/vi/guides/native/)                                                              |
+| Bố cục ELF ngoại tuyến        | Các section, segment, ký hiệu/thông tin tái định vị gốc và các biện pháp giảm thiểu có thể có từ phân tích tĩnh | pwntools do bên gọi cung cấp trên Linux x64; [chẩn đoán tệp nhị phân](docs/guides/native/binary-diagnostics.md)                                             |
+| Bytecode EVM                  | Bộ chọn điều phối, độ lệch byte, tham số suy luận và khả năng thay đổi trạng thái                               | Đầu vào cục bộ chứa byte thô hoặc dạng thập lục phân trên Linux x64; [hướng dẫn EVM ngoại tuyến](docs/guides/evm/evm-bytecode.md)                        |
+| Sự cố Linux đã ghi lại        | Bản ghi note thô, thanh ghi/tín hiệu của mọi luồng được ghi lại và các ứng viên ánh xạ tùy chọn                 | pwntools do bên gọi cung cấp trên Linux x64; GDB/pwndbg tùy chọn; [sự cố đã ghi lại](docs/guides/native/recorded-crashes.md)                                |
+| JavaScript / Electron         | Mô-đun, các khai báo import, source map, tuyến, IPC và quan hệ với tiện ích mở rộng mã máy                      | Node.js và npm; [phân tích ứng dụng](https://rea.tools/vi/guides/javascript/)                                                                 |
+| Trang web                     | Cấu trúc trang, script, quan sát mạng và ảnh chụp màn hình được yêu cầu                                         | Trình duyệt thuộc họ Chrome; [phân tích trình duyệt](https://rea.tools/vi/guides/browser/)                                                    |
+| Bản ghi lưu lượng mạng đã lưu | Yêu cầu, phản hồi, payload có thể truy cập và vị trí nguồn                                                      | HAR; mitmdump trên Linux cho bản ghi định dạng gốc của mitmproxy; [hướng dẫn bản ghi mạng](docs/guides/web/web-network-captures.md)                      |
+| Bắt gói tin                   | Điểm cuối, DNS, TLS SNI, phân bố giao thức và yêu cầu HTTP                                                      | tshark và capinfos do nơi gọi cung cấp; [hướng dẫn pcap](docs/guides/data/pcap-analysis.md)                                                               |
+| Assembly .NET                 | Siêu dữ liệu, lệnh CIL, các phụ thuộc mã máy được khai báo và so sánh bản dựng                                  | Kiểm tra tĩnh; [hướng dẫn mã được quản lý](docs/guides/managed/managed-code-analysis.md)                                                                     |
+| APK Android                   | Khai báo manifest, lớp, phương thức được dịch ngược và tham chiếu                                               | JADX không giao diện đồ họa và JDK đầy đủ trên Linux/macOS/Windows x64; [hướng dẫn Android](docs/guides/android/android-analysis.md)                         |
+| Thiết bị Android              | Thiết bị, gói, tiến trình, nhật ký, dump, ảnh chụp màn hình và truyền APK/tệp                                   | adb do nơi gọi cung cấp (trình giả lập hoặc thiết bị); [hướng dẫn ADB](docs/guides/android/adb-device-analysis.md)                                           |
+| Dự án JEB                     | Đơn vị dự án từ engine, hash của artifact và mã giả của kiểu/phương thức                                        | Một ứng dụng JEB do nơi gọi khởi động, phục vụ MCP, chọn bằng REA_JEB_MCP_URL; [hướng dẫn JEB](docs/providers/jeb-analysis.md)                          |
+| Tài nguyên Android            | Manifest đã giải mã, bảng chuỗi, ngôn ngữ và thông tin phiên bản                                                | Trình khởi chạy Apktool do nơi gọi cung cấp; [hướng dẫn tài nguyên](docs/guides/android/apktool-resource-analysis.md)                                        |
+| Ứng dụng Flutter              | Băm snapshot Dart, hash thư viện theo ABI và nguồn gốc build engine                                             | Không cần (phân tích APK tĩnh); [hướng dẫn Flutter](docs/guides/android/flutter-analysis.md)                                                                 |
+| Phần sụn                      | Các vùng, kết quả trích xuất và dữ liệu chuyển sang phân tích mã máy                                            | Binwalk / Unblob trên Linux; [hướng dẫn phần sụn](docs/guides/firmware/firmware-analysis.md)                                                                  |
+| Gói tin đã ghi                | Trường được chọn, giá trị lặp, bộ lọc và quy tắc giải mã                                                        | Linux: TShark 4.x + prlimit; [hướng dẫn bản ghi gói tin](docs/guides/data/packet-captures.md)                                                             |
+| Tín hiệu logic đã ghi         | Chú thích bộ giải mã, phạm vi mẫu và chẩn đoán                                                                  | Linux: sigrok-cli 0.7.2 + prlimit; [hướng dẫn tín hiệu](docs/guides/signals/signal-recordings.md)                                                            |
 | Gói và tài nguyên             | Danh sách tệp, giá trị băm, plist, cấu trúc bundle Apple và tài nguyên được trích xuất                          | [Hướng dẫn hiện vật phần mềm và JavaScript](docs/guides/javascript/javascript-artifact-reconstruction.md), [ứng dụng Apple](docs/guides/apple/apple-application-analysis.md) |
-| Hành vi tiến trình            | Đầu ra terminal, tương tác, quan sát khi thoát và hệ thống tệp, cùng so sánh các lần chạy                       | Linux/macOS có PTY gốc; [ghi lại tiến trình](docs/guides/runtime/process-capture.md)                                                                                         |
+| Hành vi tiến trình            | Đầu ra terminal, tương tác, quan sát khi thoát và hệ thống tệp, cùng so sánh các lần chạy                       | Linux/macOS có PTY gốc; [ghi lại tiến trình](docs/guides/runtime/process-capture.md)                                                                         |
 
 Kiểm tra tĩnh JavaScript và .NET đọc các tệp được cung cấp mà không chạy ứng dụng. Ghi lại khi chạy sẽ khởi chạy hoặc tương tác với mục tiêu đã chọn bằng quyền người dùng của bạn; từng hướng dẫn mô tả tác động của nó.
 
@@ -261,7 +262,7 @@ Báo cáo lỗ hổng theo [SECURITY.md](SECURITY.md).
 
 ## Lịch sử sao
 
-🎉 **110.000 sao trên GitHub — xin cảm ơn!**
+🎉 **170.000 sao trên GitHub — xin cảm ơn!**
 
 Cảm ơn mọi người đã sử dụng REA, báo lỗi, đề xuất tính năng, kiểm thử bản dựng và đóng góp bản sửa lỗi.
 

README_zh-TW.md

@@ -130,26 +130,27 @@ AI 代理通過 MCP 呼叫 REA，檢查目標並追蹤相關程式碼。REA 返
 
 REA 需要 Node.js 22.x（>=22.19）、24.x（>=24.11）或 26+，以及 npm。額外工具和主機支援取決於分析目標：
 
-| 目標                  | REA 返回的內容                                                  | 要求與指南                                                                                                                                            |
-| --------------------- | --------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------- |
-| 原生二進位檔案        | 偽程式碼、組合語言、字串、符號、呼叫和引用                      | Hopper、Ghidra 或 IDA；[原生分析](https://rea.tools/zh-TW/guides/native/)                                                                             |
-| 離線 ELF 佈局         | 節、段、原始符號/重定位資訊及靜態防護機制候選項                 | Linux x64 上由呼叫方提供的 pwntools；[二進位診斷](docs/guides/native/binary-diagnostics.md)                                                           |
-| EVM 位元組碼          | 分派選擇器、位元組偏移、推斷的參數和狀態可變性                  | Linux x64 上的本地原始位元組/十六進位輸入載體；[離線 EVM 指南](docs/guides/evm/evm-bytecode.md)                                                       |
-| 已記錄的 Linux 崩潰   | 原始 note 記錄、每個已記錄執行緒的暫存器/訊號及可選的對映候選項 | Linux x64 上由呼叫方提供的 pwntools；可選的 GDB/pwndbg；[已記錄崩潰](docs/guides/native/recorded-crashes.md)                                          |
-| JavaScript / Electron | 模組、匯入、source map、路由、IPC 和原生附加元件關係            | Node.js 和 npm；[應用分析](https://rea.tools/zh-TW/guides/javascript/)                                                                                |
-| 網站                  | 頁面結構、腳本、網路觀察結果和按請求獲取的螢幕擷取畫面          | Chrome 系瀏覽器；[瀏覽器分析](https://rea.tools/zh-TW/guides/browser/)                                                                                |
-| 已保存的網路擷取      | 請求、回應、可訪問的酬載和來源位置                              | HAR；原生 mitmproxy 擷取需要 Linux 上的 mitmdump；[擷取指南](docs/guides/web/web-network-captures.md)                                                 |
-| .NET 程式集           | 中繼資料、CIL 指令、聲明的原生依賴和建置對比                    | 靜態檢查；[托管程式碼指南](docs/guides/managed/managed-code-analysis.md)                                                                              |
-| Android APK           | 清單聲明、類別、反編譯的方法和引用                              | Linux/macOS/Windows x64 上的無界面 JADX 和完整 JDK；[Android 指南](docs/guides/android/android-analysis.md)                                           |
-| Android 裝置          | 裝置、套件、程序、日誌、傾印、螢幕擷取以及 APK/檔案傳輸         | 呼叫端提供的 adb（模擬器或實體裝置）；[ADB 指南](docs/guides/android/adb-device-analysis.md)                                                          |
-| JEB 專案              | 引擎支援的專案單元、成品摘要和型別/方法的虛擬碼                 | 由呼叫端啟動、提供 MCP 的 JEB 用戶端，透過 REA_JEB_MCP_URL 選擇；[JEB 指南](docs/providers/jeb-analysis.md)                                           |
-| Android 資源          | 解碼後的清單、字串表、語系和版本資訊                            | 呼叫端提供的 Apktool 啟動器；[資源指南](docs/guides/android/apktool-resource-analysis.md)                                                             |
-| Flutter 應用          | Dart 快照雜湊、依 ABI 的程式庫雜湊及引擎建置來源                | 無（靜態 APK 解析）；[Flutter 指南](docs/guides/android/flutter-analysis.md)                                                                          |
-| 韌體                  | 區域、提取結果和轉交原生分析的內容                              | Linux 上的 Binwalk / Unblob；[韌體指南](docs/guides/firmware/firmware-analysis.md)                                                                    |
-| 封包記錄              | 指定欄位、重複值、篩選條件與解碼規則                            | Linux: TShark 4.x + prlimit; [封包分析指南](docs/guides/data/packet-captures.md)                                                                      |
-| 錄製的邏輯訊號        | 解碼註解、樣本範圍與診斷資訊                                    | Linux: sigrok-cli 0.7.2 + prlimit; [訊號記錄指南](docs/guides/signals/signal-recordings.md)                                                           |
+| 目標                  | REA 返回的內容                                                  | 要求與指南                                                                                                             |
+| --------------------- | --------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |
+| 原生二進位檔案        | 偽程式碼、組合語言、字串、符號、呼叫和引用                      | Hopper、Ghidra 或 IDA；[原生分析](https://rea.tools/zh-TW/guides/native/)                                              |
+| 離線 ELF 佈局         | 節、段、原始符號/重定位資訊及靜態防護機制候選項                 | Linux x64 上由呼叫方提供的 pwntools；[二進位診斷](docs/guides/native/binary-diagnostics.md)                                          |
+| EVM 位元組碼          | 分派選擇器、位元組偏移、推斷的參數和狀態可變性                  | Linux x64 上的本地原始位元組/十六進位輸入載體；[離線 EVM 指南](docs/guides/evm/evm-bytecode.md)                                   |
+| 已記錄的 Linux 崩潰   | 原始 note 記錄、每個已記錄執行緒的暫存器/訊號及可選的對映候選項 | Linux x64 上由呼叫方提供的 pwntools；可選的 GDB/pwndbg；[已記錄崩潰](docs/guides/native/recorded-crashes.md)                         |
+| JavaScript / Electron | 模組、匯入、source map、路由、IPC 和原生附加元件關係            | Node.js 和 npm；[應用分析](https://rea.tools/zh-TW/guides/javascript/)                                                 |
+| 網站                  | 頁面結構、腳本、網路觀察結果和按請求獲取的螢幕擷取畫面          | Chrome 系瀏覽器；[瀏覽器分析](https://rea.tools/zh-TW/guides/browser/)                                                 |
+| 已保存的網路擷取      | 請求、回應、可訪問的酬載和來源位置                              | HAR；原生 mitmproxy 擷取需要 Linux 上的 mitmdump；[擷取指南](docs/guides/web/web-network-captures.md)                             |
+| 封包擷取              | 端點、DNS、TLS SNI、通訊協定分佈和 HTTP 請求                    | 呼叫端提供的 tshark 和 capinfos；[pcap 指南](docs/guides/data/pcap-analysis.md)                                                    |
+| .NET 程式集           | 中繼資料、CIL 指令、聲明的原生依賴和建置對比                    | 靜態檢查；[托管程式碼指南](docs/guides/managed/managed-code-analysis.md)                                                              |
+| Android APK           | 清單聲明、類別、反編譯的方法和引用                              | Linux/macOS/Windows x64 上的無界面 JADX 和完整 JDK；[Android 指南](docs/guides/android/android-analysis.md)                           |
+| Android 裝置          | 裝置、套件、程序、日誌、傾印、螢幕擷取以及 APK/檔案傳輸         | 呼叫端提供的 adb（模擬器或實體裝置）；[ADB 指南](docs/guides/android/adb-device-analysis.md)                                          |
+| JEB 專案              | 引擎支援的專案單元、成品摘要和型別/方法的虛擬碼                 | 由呼叫端啟動、提供 MCP 的 JEB 用戶端，透過 REA_JEB_MCP_URL 選擇；[JEB 指南](docs/providers/jeb-analysis.md)                      |
+| Android 資源          | 解碼後的清單、字串表、語系和版本資訊                            | 呼叫端提供的 Apktool 啟動器；[資源指南](docs/guides/android/apktool-resource-analysis.md)                                             |
+| Flutter 應用          | Dart 快照雜湊、依 ABI 的程式庫雜湊及引擎建置來源                | 無（靜態 APK 解析）；[Flutter 指南](docs/guides/android/flutter-analysis.md)                                                          |
+| 韌體                  | 區域、提取結果和轉交原生分析的內容                              | Linux 上的 Binwalk / Unblob；[韌體指南](docs/guides/firmware/firmware-analysis.md)                                                     |
+| 封包記錄              | 指定欄位、重複值、篩選條件與解碼規則                            | Linux: TShark 4.x + prlimit; [封包分析指南](docs/guides/data/packet-captures.md)                                                   |
+| 錄製的邏輯訊號        | 解碼註解、樣本範圍與診斷資訊                                    | Linux: sigrok-cli 0.7.2 + prlimit; [訊號記錄指南](docs/guides/signals/signal-recordings.md)                                           |
 | 軟體包與資源          | 檔案清單、摘要、plist、Apple bundle 結構和提取的資源            | [製品與 JavaScript 指南](docs/guides/javascript/javascript-artifact-reconstruction.md)、[Apple 應用](docs/guides/apple/apple-application-analysis.md) |
-| 處理程序行為          | 終端輸出、互動、退出和檔案系統觀察結果，以及執行對比            | 支援原生 PTY 的 Linux/macOS；[處理程序擷取](docs/guides/runtime/process-capture.md)                                                                   |
+| 處理程序行為          | 終端輸出、互動、退出和檔案系統觀察結果，以及執行對比            | 支援原生 PTY 的 Linux/macOS；[處理程序擷取](docs/guides/runtime/process-capture.md)                                                   |
 
 靜態 JavaScript 和 .NET 檢查讀取提供的檔案，不執行應用。執行階段擷取會以你的使用者權限執行目標或與之互動；各執行階段指南說明瞭具體影響。
 
@@ -263,7 +264,7 @@ npx rea-agents@latest setup
 
 ## Star 歷史
 
-🎉 **GitHub Star 達到 110,000 個，感謝大家！**
+🎉 **GitHub Star 達到 170,000 個，感謝大家！**
 
 感謝每一位使用 REA、報告錯誤、提出功能需求、測試建置和貢獻修復的朋友。
 

README_zh.md

@@ -130,26 +130,27 @@ npx rea-agents@latest setup
 
 REA 需要 Node.js 22.x（>=22.19）、24.x（>=24.11）或 26+，以及 npm。额外工具和主机支持取决于分析目标：
 
-| 目标                  | REA 返回的内容                                                | 要求与指南                                                                                                                                            |
-| --------------------- | ------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------- |
-| 原生二进制文件        | 伪代码、汇编、字符串、符号、调用和引用                        | Hopper、Ghidra 或 IDA；[原生分析](https://rea.tools/zh-CN/guides/native/)                                                                             |
-| 离线 ELF 布局         | 节、段、原始符号/重定位信息及静态防护机制候选项               | Linux x64 上由调用方提供的 pwntools；[二进制诊断](docs/guides/native/binary-diagnostics.md)                                                           |
-| EVM 字节码            | 分派选择器、字节偏移、推断的参数和状态可变性                  | Linux x64 上的本地原始字节/十六进制输入载体；[离线 EVM 指南](docs/guides/evm/evm-bytecode.md)                                                         |
-| 已记录的 Linux 崩溃   | 原始 note 记录、每个已记录线程的寄存器/信号及可选的映射候选项 | Linux x64 上由调用方提供的 pwntools；可选的 GDB/pwndbg；[已记录崩溃](docs/guides/native/recorded-crashes.md)                                          |
-| JavaScript / Electron | 模块、导入、source map、路由、IPC 和原生扩展关系              | Node.js 和 npm；[应用分析](https://rea.tools/zh-CN/guides/javascript/)                                                                                |
-| 网站                  | 页面结构、脚本、网络观察结果和按请求获取的截图                | Chrome 系浏览器；[浏览器分析](https://rea.tools/zh-CN/guides/browser/)                                                                                |
-| 已保存的网络捕获      | 请求、响应、可访问的载荷和来源位置                            | HAR；原生 mitmproxy 捕获需要 Linux 上的 mitmdump；[捕获指南](docs/guides/web/web-network-captures.md)                                                 |
-| .NET 程序集           | 元数据、CIL 指令、声明的原生依赖和构建对比                    | 静态检查；[托管代码指南](docs/guides/managed/managed-code-analysis.md)                                                                                |
-| Android APK           | 清单声明、类、反编译的方法和引用                              | Linux/macOS/Windows x64 上的无界面 JADX 和完整 JDK；[Android 指南](docs/guides/android/android-analysis.md)                                           |
-| Android 设备          | 设备、软件包、进程、日志、转储、屏幕截图以及 APK/文件传输     | 调用方提供的 adb（模拟器或实体设备）；[ADB 指南](docs/guides/android/adb-device-analysis.md)                                                          |
-| JEB 项目              | 引擎支持的项目单元、工件摘要和类型/方法的伪代码               | 由调用方启动、提供 MCP 的 JEB 客户端，通过 REA_JEB_MCP_URL 选择；[JEB 指南](docs/providers/jeb-analysis.md)                                           |
-| Android 资源          | 解码后的清单、字符串表、语言区域和版本信息                    | 调用方提供的 Apktool 启动器；[资源指南](docs/guides/android/apktool-resource-analysis.md)                                                             |
-| Flutter 应用          | Dart 快照哈希、按 ABI 的库摘要及引擎构建溯源                  | 无（静态 APK 解析）；[Flutter 指南](docs/guides/android/flutter-analysis.md)                                                                          |
-| 固件                  | 区域、提取结果和转交原生分析的内容                            | Linux 上的 Binwalk / Unblob；[固件指南](docs/guides/firmware/firmware-analysis.md)                                                                    |
-| 抓包文件              | 指定字段、重复值、过滤条件与解码规则                          | Linux: TShark 4.x + prlimit; [抓包分析指南](docs/guides/data/packet-captures.md)                                                                      |
-| 录制的逻辑信号        | 解码注释、样本范围和诊断信息                                  | Linux: sigrok-cli 0.7.2 + prlimit; [信号记录指南](docs/guides/signals/signal-recordings.md)                                                           |
+| 目标                  | REA 返回的内容                                                | 要求与指南                                                                                                             |
+| --------------------- | ------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |
+| 原生二进制文件        | 伪代码、汇编、字符串、符号、调用和引用                        | Hopper、Ghidra 或 IDA；[原生分析](https://rea.tools/zh-CN/guides/native/)                                              |
+| 离线 ELF 布局         | 节、段、原始符号/重定位信息及静态防护机制候选项               | Linux x64 上由调用方提供的 pwntools；[二进制诊断](docs/guides/native/binary-diagnostics.md)                                          |
+| EVM 字节码            | 分派选择器、字节偏移、推断的参数和状态可变性                  | Linux x64 上的本地原始字节/十六进制输入载体；[离线 EVM 指南](docs/guides/evm/evm-bytecode.md)                                     |
+| 已记录的 Linux 崩溃   | 原始 note 记录、每个已记录线程的寄存器/信号及可选的映射候选项 | Linux x64 上由调用方提供的 pwntools；可选的 GDB/pwndbg；[已记录崩溃](docs/guides/native/recorded-crashes.md)                         |
+| JavaScript / Electron | 模块、导入、source map、路由、IPC 和原生扩展关系              | Node.js 和 npm；[应用分析](https://rea.tools/zh-CN/guides/javascript/)                                                 |
+| 网站                  | 页面结构、脚本、网络观察结果和按请求获取的截图                | Chrome 系浏览器；[浏览器分析](https://rea.tools/zh-CN/guides/browser/)                                                 |
+| 已保存的网络捕获      | 请求、响应、可访问的载荷和来源位置                            | HAR；原生 mitmproxy 捕获需要 Linux 上的 mitmdump；[捕获指南](docs/guides/web/web-network-captures.md)                             |
+| 数据包捕获            | 端点、DNS、TLS SNI、协议分布和 HTTP 请求                      | 调用方提供的 tshark 和 capinfos；[pcap 指南](docs/guides/data/pcap-analysis.md)                                                    |
+| .NET 程序集           | 元数据、CIL 指令、声明的原生依赖和构建对比                    | 静态检查；[托管代码指南](docs/guides/managed/managed-code-analysis.md)                                                                |
+| Android APK           | 清单声明、类、反编译的方法和引用                              | Linux/macOS/Windows x64 上的无界面 JADX 和完整 JDK；[Android 指南](docs/guides/android/android-analysis.md)                           |
+| Android 设备          | 设备、软件包、进程、日志、转储、屏幕截图以及 APK/文件传输     | 调用方提供的 adb（模拟器或实体设备）；[ADB 指南](docs/guides/android/adb-device-analysis.md)                                          |
+| JEB 项目              | 引擎支持的项目单元、工件摘要和类型/方法的伪代码               | 由调用方启动、提供 MCP 的 JEB 客户端，通过 REA_JEB_MCP_URL 选择；[JEB 指南](docs/providers/jeb-analysis.md)                      |
+| Android 资源          | 解码后的清单、字符串表、语言区域和版本信息                    | 调用方提供的 Apktool 启动器；[资源指南](docs/guides/android/apktool-resource-analysis.md)                                             |
+| Flutter 应用          | Dart 快照哈希、按 ABI 的库摘要及引擎构建溯源                  | 无（静态 APK 解析）；[Flutter 指南](docs/guides/android/flutter-analysis.md)                                                          |
+| 固件                  | 区域、提取结果和转交原生分析的内容                            | Linux 上的 Binwalk / Unblob；[固件指南](docs/guides/firmware/firmware-analysis.md)                                                     |
+| 抓包文件              | 指定字段、重复值、过滤条件与解码规则                          | Linux: TShark 4.x + prlimit; [抓包分析指南](docs/guides/data/packet-captures.md)                                                   |
+| 录制的逻辑信号        | 解码注释、样本范围和诊断信息                                  | Linux: sigrok-cli 0.7.2 + prlimit; [信号记录指南](docs/guides/signals/signal-recordings.md)                                           |
 | 软件包与资源          | 文件清单、摘要、plist、Apple bundle 结构和提取的资源          | [制品与 JavaScript 指南](docs/guides/javascript/javascript-artifact-reconstruction.md)、[Apple 应用](docs/guides/apple/apple-application-analysis.md) |
-| 进程行为              | 终端输出、交互、退出和文件系统观察结果，以及运行对比          | 支持原生 PTY 的 Linux/macOS；[进程捕获](docs/guides/runtime/process-capture.md)                                                                       |
+| 进程行为              | 终端输出、交互、退出和文件系统观察结果，以及运行对比          | 支持原生 PTY 的 Linux/macOS；[进程捕获](docs/guides/runtime/process-capture.md)                                                       |
 
 静态 JavaScript 和 .NET 检查读取提供的文件，不运行应用。运行时捕获会以你的用户权限运行目标或与之交互；各运行时指南说明了具体影响。
 
@@ -263,7 +264,7 @@ npx rea-agents@latest setup
 
 ## Star 历史
 
-🎉 **GitHub Star 达到 110,000 个，感谢大家！**
+🎉 **GitHub Star 达到 170,000 个，感谢大家！**
 
 感谢每一位使用 REA、报告错误、提出功能需求、测试构建和贡献修复的朋友。
 

SECURITY.md

@@ -24,9 +24,12 @@ provider-dependent behavior to be reproduced safely.
 
 ## Security boundary
 
-REA authenticates each local provider bridge session with a random capability
-token and a current-user Unix socket. Tokens are transferred through private
-session descriptors rather than process arguments or environment variables.
+REA authenticates its Hopper and Ghidra bridges with per-session random
+capability tokens. POSIX uses current-user Unix sockets; Windows Ghidra uses
+authenticated loopback TCP with a private NTFS runtime whose DACL admits only
+the current user and SYSTEM. See [Windows Ghidra P0](docs/providers/windows-ghidra-p0.md#private-runtime-transport-and-lifecycle).
+Tokens are transferred through private session descriptors rather than process
+arguments or environment variables.
 This is not a sandbox and does not protect against malicious processes already
 running as the same operating-system user. Opening an untrusted binary
 delegates parsing and analysis to the selected local provider with that user's

THIRD_PARTY_NOTICES.md

@@ -28,6 +28,13 @@ entries preserve the declared license and author metadata and include a clearly
 labeled standard license text. These are documented upstream notice gaps, not
 recovered copyright notices or a claim that attribution has been fully verified.
 
+The optional `frida@17.23.2` npm archive and tagged Node binding source also
+omit a standalone license/copyright document. Its declared
+`LGPL-2.0 WITH WxWindows-exception-3.1` license is recorded with unchanged
+[Frida licensing text](licenses/frida-17.23.2-COPYING.txt) and the
+[GNU Library GPL v2](licenses/LGPL-2.0.txt). These are licensing supplements,
+not recovered Node binding or prebuild-component copyright notices.
+
 ## Open-source engine credits and licenses
 
 We thank the maintainers and contributors of the projects below. Their

bridge/ghidra/ReaGhidraBridge.java

@@ -106,6 +106,8 @@ public final class ReaGhidraBridge extends HeadlessScript {
     private static final int MAX_HIGH_PCODE_INPUTS_PER_OP = 64;
     private static final int MAX_HIGH_PCODE_DEF_USE_EDGES = 12000;
     private static final Gson GSON = new GsonBuilder().serializeNulls().create();
+    private final Map<FileBytes, Boolean> targetSourceIdentity = new IdentityHashMap<>();
+    private String admittedTargetSha256;
     private static final Set<String> DESCRIPTOR_KEYS = Set.of(
         "transport",
         "endpoint_path",
@@ -207,6 +209,7 @@ public final class ReaGhidraBridge extends HeadlessScript {
                 "Ghidra imported-byte digest does not match the admitted target"
             );
         }
+        admittedTargetSha256 = descriptor.targetSha256;
         // GhidraScript wraps run() in a transaction. End it before serving so
         // each edit owns a real outer transaction and can roll back immediately.
         end(true);
@@ -633,7 +636,7 @@ public final class ReaGhidraBridge extends HeadlessScript {
         return result;
     }
 
-    private JsonObject addressToFileOffset(JsonObject params) {
+    private JsonObject addressToFileOffset(JsonObject params) throws Exception {
         requireKeys(params, Set.of("document", "address"));
         requireDocument(params);
         Address address = requireAddress(params, "address");
@@ -643,14 +646,15 @@ public final class ReaGhidraBridge extends HeadlessScript {
         Long fileOffset = null;
         int mappings = 0;
         for (MemoryBlockSourceInfo source : block.getSourceInfos()) {
-            if (!source.contains(address) || source.getFileBytes().isEmpty()) continue;
+            if (!source.contains(address) || source.getFileBytes().isEmpty() ||
+                !isTargetSource(source.getFileBytes().get())) continue;
             long offset = source.getFileBytesOffset(address);
             if (offset < 0) continue;
             fileOffset = offset;
             mappings++;
         }
         if (mappings != 1)
-            throw new RequestFailure("invalid_request", "Address has " + mappings + " authoritative source mappings: " + canonicalAddress(address));
+            throw new RequestFailure("invalid_request", "Address has " + mappings + " authoritative target-file mappings: " + canonicalAddress(address));
         JsonObject result = new JsonObject();
         result.addProperty("address", canonicalAddress(address));
         result.addProperty("file_offset", fileOffset);
@@ -673,14 +677,96 @@ public final class ReaGhidraBridge extends HeadlessScript {
     private JsonElement procedurePseudocode(JsonObject params) throws Exception {
         requireKeys(params, Set.of("document", "procedure"));
         requireDocument(params);
-        Function function = resolveProcedure(requireString(params, "procedure"));
-        String value = decompiledText(decompile(function));
-        return functionObservation(
-            value == null ? JsonNull.INSTANCE : GSON.toJsonTree(value),
-            noReturnCallLimitations(
-                currentProgram.getListing().getInstructions(function.getBody(), true)
-            )
-        );
+        String selector = requireString(params, "procedure");
+        JsonObject selection = new JsonObject();
+        Function function = resolveDecompileProcedure(selector, selection);
+        try {
+            String value = decompiledText(decompile(function));
+            JsonObject result = functionObservation(
+                value == null ? JsonNull.INSTANCE : GSON.toJsonTree(value),
+                noReturnCallLimitations(
+                    currentProgram.getListing().getInstructions(function.getBody(), true)
+                )
+            );
+            if (selection.size() > 0) result.add("selection", selection);
+            return result;
+        } catch (RequestFailure failure) {
+            if (selection.size() == 0) throw failure;
+            // Preserve completed resolution facts without changing the backend's
+            // failure code or suggesting that the successful mapping was invalid.
+            throw new RequestFailure(failure.code, "Selector " + selector +
+                " mapped to analysis address " + selection.get("mapped_address").getAsString() +
+                " and procedure " + canonicalAddress(function.getEntryPoint()) +
+                "; " + failure.getMessage());
+        }
+    }
+
+    private Function resolveDecompileProcedure(String selector, JsonObject selection) throws Exception {
+        String prefix = "file-offset:";
+        boolean explicitOffset = selector.startsWith(prefix);
+        if (!explicitOffset) {
+            try {
+                return resolveProcedure(selector);
+            } catch (RequestFailure failure) {
+                // Existing names/addresses win. Only an unresolved numeric input
+                // can fall back to source coordinates; ambiguity never falls back.
+                if (!failure.code.equals("not_found") || !selector.matches("0x[0-9a-fA-F]+"))
+                    throw failure;
+            }
+        }
+        String coordinate = explicitOffset ? selector.substring(prefix.length()) : selector;
+        if (!coordinate.matches("0x[0-9a-fA-F]+"))
+            throw new RequestFailure("invalid_request", "File offsets require hexadecimal file-offset:0x... syntax");
+        BigInteger parsed = new BigInteger(coordinate.substring(2), 16);
+        if (parsed.compareTo(BigInteger.valueOf(9007199254740991L)) > 0)
+            throw new RequestFailure("invalid_request", "File offset exceeds the exact JSON integer range");
+        long offset = parsed.longValueExact();
+        monitor.checkCancelled();
+        // Ghidra's convenience lookup spans every FileBytes and uses coordinates
+        // local to each object. Only a complete, digest-matched target source
+        // establishes that the caller's offset belongs to the admitted file.
+        Set<Address> mappedAddresses = new java.util.LinkedHashSet<>();
+        for (MemoryBlock block : currentProgram.getMemory().getBlocks()) {
+            for (MemoryBlockSourceInfo source : block.getSourceInfos()) {
+                monitor.checkCancelled();
+                FileBytes backing = source.getFileBytes().orElse(null);
+                if (backing == null || !isTargetSource(backing)) continue;
+                Address mapped = source.locateAddressForFileOffset(offset);
+                if (mapped != null) mappedAddresses.add(mapped);
+            }
+        }
+        List<Address> candidates = new ArrayList<>(mappedAddresses);
+        if (candidates.size() > 1)
+            throw new RequestFailure("ambiguous", "File offset " + coordinate +
+                " has multiple loaded mappings: " + candidates.stream().map(ReaGhidraBridge::canonicalAddress).toList() +
+                "; select an explicit analysis address");
+        if (candidates.isEmpty())
+            throw new RequestFailure("not_found", "File offset " + coordinate +
+                " has no loaded source mapping for the admitted target file; Ghidra image base: " + canonicalAddress(currentProgram.getImageBase()) +
+                ". Inspect mappings with rea inspect-native-load-image <path> --provider ghidra --json or MCP inspect_native_load_image.");
+        Address mapped = candidates.get(0);
+        Function function = functionAtOrContaining(mapped);
+        if (function == null)
+            throw new RequestFailure("not_found", "File offset " + coordinate +
+                " maps to analysis address " + canonicalAddress(mapped) +
+                ", but no procedure starts at or contains that address in the current Ghidra analysis. " +
+                "Choose an observed procedure with CLI rea search <path> . --kind procedures --mode regex --provider ghidra --json or MCP list_procedures.");
+        selection.addProperty("file_offset", offset);
+        selection.addProperty("mapped_address", canonicalAddress(mapped));
+        selection.addProperty("procedure_address", canonicalAddress(function.getEntryPoint()));
+        return function;
+    }
+
+    private boolean isTargetSource(FileBytes source) throws Exception {
+        Boolean observed = targetSourceIdentity.get(source);
+        if (observed != null) return observed;
+        // Original FileBytes are immutable even when analysis memory is edited.
+        // Partial/auxiliary sources remain inspectable but cannot establish an
+        // original-target offset from their object-local coordinates alone.
+        boolean matched = source.getFileOffset() == 0 &&
+            constantTimeEquals(hashFileBytes(source, false), admittedTargetSha256);
+        targetSourceIdentity.put(source, matched);
+        return matched;
     }
 
     private JsonElement procedureAssembly(JsonObject params) throws Exception {
@@ -1833,14 +1919,25 @@ public final class ReaGhidraBridge extends HeadlessScript {
         Address address = explicitAddress ? parseReaAddress(value) : tryParseAddress(value);
         if (address == null)
             throw new RequestFailure("not_found", "Unknown Ghidra procedure name or address: " + value);
-        Function function = currentProgram.getFunctionManager().getFunctionAt(address);
-        if (function == null && address.isMemoryAddress())
-            function = currentProgram.getFunctionManager().getFunctionContaining(address);
+        Function function = functionAtOrContaining(address);
         if (function == null)
-            throw new RequestFailure("not_found", "No procedure exists at the requested address: " + value);
+            // Other procedure operations retain their analysis-address semantics.
+            throw new RequestFailure("not_found", "No procedure exists at the requested address: " + value +
+                "; Ghidra image base: " + canonicalAddress(currentProgram.getImageBase()) +
+                ". Choose an observed analysis address. CLI: rea search <path> . --kind procedures --mode regex --provider ghidra --json; " +
+                "MCP: list_procedures. Inspect the loaded base and source mappings with CLI rea analyze <path> --provider ghidra --json " +
+                "and rea inspect-native-load-image <path> --provider ghidra --json, or MCP binary_overview and inspect_native_load_image. " +
+                "Repeat the original target options. For decompile, select source coordinates explicitly with --file-offset=0x... or MCP procedure file-offset:0x....");
         return function;
     }
 
+    private Function functionAtOrContaining(Address address) {
+        Function function = currentProgram.getFunctionManager().getFunctionAt(address);
+        return function == null && address.isMemoryAddress()
+            ? currentProgram.getFunctionManager().getFunctionContaining(address)
+            : function;
+    }
+
     private JsonObject nativeApiBoundary(
         Function function,
         DecompileResults decompilation

bridge/mitmproxy/capture.py

@@ -93,7 +93,7 @@ def project_record(state, secrets):
             safe_bytes, credential_url = transport_value(value, path, transport_url)
             content_base64 = base64.b64encode(value).decode("ascii")
             digest = hashlib.sha256(value).hexdigest()
-            hidden = any(secret in value or secret in safe_bytes for secret in byte_secrets) or any(secret in content_base64 or secret in digest for secret in secrets)
+            hidden = any(secret in value or secret in safe_bytes for secret in byte_secrets) or any(secret in content_base64 or secret in digest or secret in str(len(value)) for secret in secrets)
             safe_text = None
             try:
                 safe_text = safe_bytes.decode("utf-8", errors="strict")

docs/.vitepress/documentation.ts

@@ -228,6 +228,11 @@ export const documentationSections = [
         source: "guides/data/packet-captures.md",
         route: "/packet-captures",
       },
+      {
+        text: "Packet capture summaries",
+        source: "guides/data/pcap-analysis.md",
+        route: "/pcap-analysis",
+      },
     ],
   },
   {

docs/README.md

@@ -73,6 +73,7 @@ product pages. The VitePress documentation source is this `docs/` tree.
 
 - [SQLite database snapshots](guides/data/sqlite-databases.md)
 - [Recorded packet capture inspection](guides/data/packet-captures.md)
+- [Packet capture summaries](guides/data/pcap-analysis.md)
 
 ## Process capture and instrumentation
 

docs/development/client-verification.md

@@ -298,13 +298,42 @@ subsequent wire recovery and clean shutdown. Caller timeout does not interrupt
 Hopper's synchronous native operation. Socket boundary tests deterministically
 cover active and queued expiry, late replies and timer cleanup.
 
-The Linux demo lane remains a separate `verify:hopper:linux` command. Its
-lifecycle checks attempt competing CLI launches for the active target and a
+The Linux demo lane remains a separate `verify:hopper:linux` command. Hopper
+6.4.2's ELF loader did not recognize the original 4,119-byte literal or three
+non-ASCII byte strings in the measured fixtures. The lane retains complete raw
+byte checks for those literals through source-owned symbols. Recognition of the
+original full-length literal is bound to its exact source address; its decoded
+object coverage remains explicitly unverified on Linux even when recognized.
+Absent non-ASCII recognition also reports decoded-object coverage as unverified.
+Recognized non-ASCII and control-text objects must still match their source
+bytes, encoding, filters and searches.
+A separate 548-byte ASCII literal requires native fragmentation, shortened
+provider display, complete decoded fragments and dossier provenance on Linux;
+the macOS lane retains the original full-length recognition requirement. These
+are observed fixture/build capabilities, not universal Hopper length limits.
+Its lifecycle checks attempt competing CLI launches for the active target and a
 different target, requiring rejection before either can change the owning
 MCP session's documents or procedures. Lease boundary tests also preserve
 unresponsive or malformed live endpoints while allowing confirmed stale
 sockets to recover.
 
+`verify:setup:linux` exercises installation on a clean supported Linux runner as
+root. Use a disposable VM: this lane installs Hopper and its Linux runtime
+dependencies through the system package manager. Set `REA_VERIFY_SERVER_COMMAND`
+to the CLI entrypoint being verified. The command builds and checks source-owned
+ELF fixtures before testing the read-only Hopper setup plan, approved
+installation, scoped doctor, real CLI/MCP analysis, rejection of a modified
+launcher, idempotent setup without requesting a reinstall, and owned child
+cleanup. Before installation and after teardown, a clean-runner process scan
+also rejects surviving Hopper demo helpers or Xvfb groups, including orphans
+whose launcher exited. This scan observes processes without signaling them.
+Hopper detection compares executable file identity through `/proc`, covering
+alternate or configured launcher paths even after an invoked symlink is removed.
+The dedicated runner must have no unrelated Hopper/Xvfb sessions. It requires
+the repository's pinned development toolchain and an
+existing host C compiler, `file`, `nm`, and `strings`. Use `verify:hopper:linux`
+instead when Hopper is already installed.
+
 `verify:hopper:fat` is a separate macOS lane requiring installed Hopper and the
 existing Xcode clang/lipo toolchain. It compiles arm64/x86-64 thin executables and
 one- and two-slice FAT32 containers, verifies exact/interior address mappings

docs/development/releasing.md

@@ -6,7 +6,10 @@ checks to pass. Merging that PR into main starts publication automatically.
 
 The Release workflow validates the merged release metadata and ancestry before
 creating a tag. npm and MCP Registry publication use the exact reviewed merge
-SHA returned by Release Please. Later main commits cannot change that source.
+SHA returned by Release Please. Before either registry is published, the release
+run calls full CI qualification at that exact revision, including coverage,
+portable providers, and every native package host. Later main commits cannot
+change or cancel that proof.
 Ordinary main pushes and closed, unmerged PRs cannot publish packages. Check
 both publication jobs and the published-package canary; a merged PR or GitHub
 tag alone does not establish that publication finished. Retry failed jobs in
@@ -196,8 +199,14 @@ both registry publishes.
 See [npm's provenance implementation](https://github.com/npm/cli/blob/v11.16.0/workspaces/libnpmpublish/lib/provenance.js)
 for the use of GitHub's workflow ref and commit SHA.
 
-The workflow builds the bundled Windows controls and verifies the packaged
-artifact before npm publication. It then verifies the published CLI, the
+Full qualification builds the bundled Windows controls and verifies the packaged
+artifact on its native hosts. The Linux x64 verifier retains the exact tarball
+it installed and tested, after its workspace cleanup completes. The npm job
+downloads that archive from the same workflow run and checks its source SHA,
+run identity/attempt, package and Node versions, host identity, and SHA-256.
+It publishes that archive without rebuilding or repacking it. Re-running failed
+publisher jobs can reuse a prior successful attempt from the same run.
+The workflow then verifies the published CLI, the
 capability-scoped MCP catalog, and the isolated package update path before
 publishing MCP Registry metadata.
 
@@ -218,6 +227,15 @@ release baseline and can propose an already-published version again.
 After publication, open a PR from the release branch back to main. Preserve
 main's later implementation changes and regenerate ignored build outputs from
 the combined contracts with the released package version.
+Before merging, check whether GitHub permits merge commits:
+
+```bash
+gh api repos/morluto/rea --jq .allow_merge_commit
+```
+
+If disabled, a maintainer must arrange an approved ancestry-preserving merge
+path before synchronization can finish. Squash and rebase merges do not put the
+released tag in main's ancestry. Do not substitute them for this step.
 Review and test this synchronization PR, then use a merge commit so the release
 tag remains in main's ancestry. Keep the released tag unchanged.
 

docs/development/testing.md

@@ -263,17 +263,62 @@ CI owns coverage; aggregate and domain/contract thresholds are maintained in
 Coverage does not replace named boundary or real-provider scenarios.
 
 CI runs six native Vitest shards without retries. Each shard emits a blob
-report; the merge job produces aggregate coverage plus JUnit and JSON timing
+report; the merge job produces JUnit and JSON diagnostics, a module timing
+report, plus aggregate coverage during full qualification. It retains available
 reports even when a shard fails, uploads available diagnostics, and writes the
 slowest files to the workflow summary. Partial reports are marked diagnostic
 only. Failed, cancelled, or missing selected shards still fail the required gate,
-and aggregate coverage thresholds remain enforced by the merge command.
-Only successful complete merges publish the small `test-timings` artifact, with
+and aggregate coverage thresholds remain enforced in full qualification.
+Only successful complete full-tier merges publish the small `test-timings` artifact, with
 checkout-relative paths; the build job downloads that artifact for the sequencer
-instead of the coverage/JUnit bundle. Missing history falls back to native
+instead of the coverage/JUnit bundle. Timing weights come from Vitest module
+diagnostics and include tests and hooks, worker preparation, environment,
+imports, and setup. Import timings already include transform waits, which are
+not added again. The weights describe file costs under the measured worker and
+coverage settings; their sum is not workflow elapsed time. The diagnostic
+artifact retains the phase breakdown, while shard history keeps only each
+file's total. Legacy test-body-only history and missing history fall back to native
 sharding. Static checks, documentation, build, package verification, and
 real-system lanes remain separate jobs so one kind of evidence cannot stand in
-for another.
+for another. Workflow syntax and expression validation runs inside the required
+static-check job when workflow changes select it, avoiding a separate runner.
+Native, provider, fixture, SQLite compatibility, and website lanes wait for
+static checks to succeed before allocating their runners. This avoids spending
+those runner slots on revisions that already fail static validation. Portable
+test shards and documentation checks remain independent of static results, so
+they can still provide diagnostic feedback. The required gate rejects skipped
+selected lanes when static checks fail; passing revisions retain all selected
+coverage. This ordering reduces peak demand on invalid revisions but can add
+static-check waiting to otherwise passing runs; it is not a measured reduction
+in end-to-end latency.
+
+Core jobs have execution limits of five minutes for classification, ten minutes
+for static checks, builds, docs, and report merging, and thirty minutes per
+portable test shard. These limits leave headroom for cold setup and full coverage
+while preventing a hung job from holding the active main run for hours. They do
+not bound runner queue waiting. Timeouts still fail the required gate.
+
+The separate `CI timings` workflow batches recent completed CI and Release runs
+hourly or on manual dispatch. It uploads `ci-job-timings-batch` with raw API pages and
+a normalized point-in-time report for each collected workflow attempt, plus a
+batch manifest describing examined coverage, failures, and limits. Overlapping
+lookback windows may collect an attempt again; identify records by run ID and
+attempt. Each batch examines at most 100 completed runs per workflow created in
+the preceding 24 hours, with a four-minute API collection budget. It collects the
+latest attempt of each selected run and does not claim an exhaustive archive.
+It runs the reporter from the trusted default branch with read-only permissions,
+treating workflow runs as API data. It does not allocate a new reporter job for
+every completed, cancelled, or skipped workflow. Reports separate queue
+waiting (`created_at` to `started_at`) from completed execution and report
+percentiles plus matched `npm ci` and artifact-step durations.
+Queue excludes dependency waiting before job creation and does not establish
+whether account concurrency or runner availability caused the wait. Queued jobs with
+placeholder start times, skipped jobs, and missing or invalid timestamps remain
+unknown. The reporter targets each selected run and attempt explicitly.
+Summed job elapsed time is parallel work, not workflow wall time, CPU time,
+memory usage, or billing. Step names identify samples, not complete transfer
+costs. Its queue, execution, and failures are independent of the required gate
+and publication. CPU time and peak process-family memory are not measured by this API.
 
 The build job saves portable Turbo outputs across runs. Eight Linux real-system
 lanes restore this cache without waiting for the build job. The shared action
@@ -697,6 +742,44 @@ specifications, independent mappings, unchanged bytes, and decompilation of a
 known return value. AArch64 remains covered by deterministic tests rather than
 this real-provider lane. See [raw binary analysis](../providers/raw-binary.md).
 
+`npm run verify:ghidra:address-context` runs on Linux with a caller-installed
+Ghidra, full JDK, and an x86-64 ELF GCC toolchain (`CC` selects another compatible
+compiler). It builds
+`tests/conformance/c/pie-address-context.c` as a PIE ELF without executing it.
+The compiled CLI and real stdio MCP workflow must expose the measured image
+base, retain segment address spaces, agree on the overview, resolve explicit and
+numeric file offsets, and reject unmapped analysis addresses with actionable
+guidance. It checks the reverse `address-to-file-offset` mapping, file-coordinate
+Evidence locations, and the suggested CLI search and load-image commands.
+The verifier compares mapped bytes with the source file and checks source
+identity, session preservation after failed lookup, owned runtime cleanup, and
+verified empty process lineage. This lane does not establish Windows or macOS
+real-provider coverage.
+
+For source-identity boundaries that a normal single-file import cannot create,
+`tests/conformance/ghidra/ReaFileOffsetSourceProbe.java` exercises the production
+bridge against real Ghidra `FileBytes`. It rejects auxiliary and partial sources,
+checks the original target's round trip, and retains ambiguity when duplicate
+target bytes have distinct loaded mappings. Injected decompiler failures and
+cancellation verify that completed source/function resolution facts and backend
+failure codes survive; these injections do not establish natural engine failures.
+On Windows, after creating the
+source-owned PE fixture, run from the repository root:
+
+```powershell
+node scripts/create-ghidra-windows-fixture.mjs
+$proofRoot = Join-Path $env:TEMP 'rea-file-offset-source-proof'
+New-Item -ItemType Directory -Path $proofRoot -Force | Out-Null
+Copy-Item bridge/ghidra/ReaGhidraBridge.java, bridge/ghidra/ReaGhidraExtensions.java, tests/conformance/ghidra/ReaFileOffsetSourceProbe.java -Destination $proofRoot
+& "$env:GHIDRA_INSTALL_DIR/support/analyzeHeadless.bat" $proofRoot source-proof -import "$PWD/build/fixtures/rea-ghidra-windows.exe" -scriptPath $proofRoot -postScript ReaFileOffsetSourceProbe.java -deleteProject
+```
+
+Require the `REA_FILE_OFFSET_SOURCE_OK` marker and no script errors; Ghidra may
+exit successfully even when a post-script fails. The probe edits only its
+temporary analysis database and does not execute the fixture. This producer
+regression supplements public CLI/MCP coverage and does not establish Linux
+host behavior or native process-supervision controls.
+
 ## Apple Interface Builder archives
 
 `npm run verify:interface-builder` compiles the source-owned AppKit XIB into a
@@ -717,11 +800,32 @@ or the GitHub issue and pull-request templates run formatting and
 generated-document validation, including the small onboarding example consistency
 suite, without the source-test shards or native package
 lanes. Classification compares the PR head with its merge base, so later
-base-branch changes do not expand that scope. Static and coverage aggregate jobs
+base-branch changes do not expand that scope. Static and portable-test aggregate jobs
 remain present and fail if classification fails. Every code change retains the
 complete six-shard Linux suite; individual test files are not selected by
 imports or filenames.
 
+Ordinary PRs also produce an **observational** test-selection plan. The candidate
+leaf-adapter ownership table lives in `scripts/ci/test-selection.mjs`, separately
+from provider-job scopes. It proposes keeping affected owners plus every unowned
+test, including all CLI/MCP, acceptance, composition, conformance, and process
+tests. Shared inputs, unknown paths, missing owner tests, and removed tests fall
+back to the complete inventory. Renames account for both paths. Main, scheduled,
+manual, and `ci:full` runs always propose the full suite.
+
+All six shards still execute the complete suite. The existing report merge
+compares the proposal with actual module outcomes and retains
+`.cache/ci-test-selection/report.json` in `test-results`, including selected and
+omitted paths, changed input paths, missed failures, unobserved files, scheduling weights, PR head and
+executed merge SHA. This adds no test reruns or runner jobs. Missing, duplicate,
+skipped, interrupted, or unhandled results cannot establish a complete comparison;
+even a complete passing comparison is not proof of ownership completeness.
+Before enabling omissions, review representative full-run comparisons and
+cross-owner consumers, including failures, and measure completed CI feedback and
+runner demand. There is no automatic promotion or switch to skip tests. The
+initial proposal measures only leaf producer-test omissions; it does not promise
+the savings of a broader affected-test planner.
+
 `scripts/ci/plan.mjs` selects lanes using the ownership table in
 `scripts/ci/scopes.mjs`. Provider implementation changes run their real-provider
 verifiers and the Linux x64 installed-package/Inspector baseline. The `apple`
@@ -736,9 +840,19 @@ lane. Edits to verifier entrypoints run only by manual, licensed or self-hosted
 workflows run static checks and the Linux suite. Website changes run website
 checks. Provider workflow changes validate the workflow and run that provider's
 verifier. Manual-provider/Android workflow changes run workflow validation only.
+The four-version SQLite compatibility matrix has its own `sqlite` scope for
+SQLite implementation, contracts, CLI/MCP registration, fixtures, and shared
+runtime boundaries. SQLite and server-lifecycle test edits and the SQLite npm
+scripts also select it. Unrelated code edits retain the complete portable suite
+on the pinned Node version without starting four additional compatibility jobs.
+Full qualification retains every SQLite version.
 Shared process/contract/CLI boundaries, dependencies, other packaging inputs,
-unknown paths, and changes to the planner select the full baseline. Package
-script-only edits select their owning verifier when its entrypoint is
+unknown paths, and changes to the planner select the full baseline.
+CI timing collection, timing history, and test-report helper edits retain static
+checks and the complete portable suite without selecting unrelated host/provider
+lanes. Classification, qualification, gate, release receipt, and unknown CI
+scripts keep the broad fallback.
+Package script-only edits select their owning verifier when its entrypoint is
 identifiable; unknown or shared script changes select everything. Android
 build-script edits retain the Linux suite and workflow validation; real Android
 verification stays manual. Renames account for both paths.
@@ -746,38 +860,84 @@ verification stays manual. Renames account for both paths.
 This narrower selection trades PR-time coverage for runner capacity. A change to
 unowned shared runtime code that fails only on arm64, macOS, Windows, the Apple
 artifact lane, or a provider lane that does not own the file is not caught on
-the PR; the main-push full baseline reports it after merge. Ownership globs do
+the PR; scheduled full qualification reports it after merge. Ownership globs do
 not follow imports. Use the `ci:full` label when a change may have native-host
 or provider effects outside its owners.
 
-Main pushes and manual dispatch retain the full baseline, including all portable
-provider lanes and the native matrix below. A `ci:full` PR label selects the full
-baseline on the next PR run; manual dispatch can request it immediately. Each
+Ordinary main pushes use the same owner scopes as PRs. Their diff starts at a
+successful ancestor push run of this CI workflow, rather than the preceding
+push: changes from failed or cancelled intermediate runs remain in scope.
+Missing, untrusted, or non-ancestor history selects every lane. The lookup is
+bounded to the last 100 successful push runs; lookup failures broaden selection.
+Every code change still runs all six portable shards, without coverage
+instrumentation in this fast tier. This deliberately avoids relying on an
+import graph for generated files, filesystem inputs, subprocesses, or bridges.
+
+Scheduled qualification is admitted hourly at minute 23. A forced full run at
+03:23 UTC refreshes runner and dependency drift every day. Other hourly runs
+can reuse a successful full-qualification receipt for the exact source SHA
+from the same repository's trusted CI workflow on its default branch. Both the
+receipt and original workflow run must be less than 24 hours old, so retrying an
+old gate cannot renew stale proof. Missing, expired, failed, foreign, or uncertain proof runs full
+validation; API lookup failure also runs full. Lookups examine at most 100 named
+receipts and three candidate runs within a 20-second budget. Reused runs select
+no validation lanes, identify the original run, and produce no new receipt, so
+reuse cannot indefinitely extend proof freshness. They make no fresh provider
+observation. Manual dispatch, `ci:full`, and exact release qualification always
+run full validation.
+
+Full qualification includes aggregate coverage,
+every portable provider lane, and all native hosts below. Adding `ci:full`
+immediately starts the separate `Full PR qualification` workflow against the
+label event's merge revision; subsequent PR revisions also select the full tier
+in normal CI while that label remains. Unrelated labels do not start validation
+jobs or replace the main CI checks. Manual dispatch also requests full validation.
+Fast-tier broad fallbacks retain all owner lanes and the three-host
+package matrix; Intel macOS and coverage remain full-tier obligations. Each
 classification job records its selection and broad-fallback reasons in the run
 summary. Representative Git-diff cases live in
 `tests/boundary/filesystem/ciChangeScope.test.ts`.
 
-`CI required` checks classification and every selected lane, rejecting failed,
-cancelled, or unexpectedly skipped work. Existing required check names are
-preserved; changing branch protection to require the new aggregate is a separate
-repository-settings operation. Newer commits cancel superseded CI for the same
-PR or main branch. Release publication has its own concurrency group and retains
-its package verification and public-registry canary. Licensed/self-hosted
+`CI required` always runs and checks classification and every selected lane,
+rejecting failed, cancelled, or unexpectedly skipped work. It rejects missing or
+unknown tiers and requires every canonical scope to be explicitly `true` or
+`false`; incomplete classification cannot silently omit verification lanes.
+Branch protection
+should require this aggregate, `Static checks`, `Portable tests`, and
+`Conventional PR title`. Title validation runs separately on PR opening,
+reopening, commits, and edits; correcting a title refreshes only this lightweight
+check. It reads title text through an environment variable, executes no PR code,
+and has no token permissions. Its separate concurrency group cannot cancel
+test runs. Fast PR runs cancel superseded feedback for the same PR. Main push
+runs keep one active run and the latest pending run for that branch.
+Scheduled/manual qualification has a separate concurrency group: active work
+finishes and only the latest pending run is retained. Release qualification uses
+its exact source SHA and cannot be cancelled by newer main pushes. Provider and
+website lanes inherit their caller's scheduling; reusable
+workflows have no independent cancellation group. Direct manual lane dispatches
+run independently on disposable hosted runners. Publication
+requires that qualification to succeed and consumes its exact verified tarball,
+checking source SHA, workflow run, run attempt, package/Node version and SHA-256
+before npm publication. Earlier attempts from the same workflow run are accepted
+when rerunning failed publisher jobs; future attempts and other runs are rejected.
+The public-registry canary still verifies the published package. Licensed/self-hosted
 provider workflows and the Android smoke test retain their explicit triggers.
 
 CI exercises the pinned Node.js runtime on native hosted runners:
 
-| Host                  | Runner             | Baseline checks                                                                          |
-| --------------------- | ------------------ | ---------------------------------------------------------------------------------------- |
-| Linux x64             | `ubuntu-latest`    | Installed package and real Node Inspector CLI/MCP                                        |
-| Linux arm64 (aarch64) | `ubuntu-24.04-arm` | Installed package and real Node Inspector CLI/MCP                                        |
-| macOS 15 arm64        | `macos-15`         | Installed package and real Node Inspector CLI/MCP                                        |
-| macOS 15 x64          | `macos-15-intel`   | Installed package and real Node Inspector CLI/MCP (main, dispatch and `ci:full` only)    |
-| Windows x64           | `windows-latest`   | Curated capabilities, native controls, installed package and real Node Inspector CLI/MCP |
+| Host                  | Runner             | Baseline checks                                                                             |
+| --------------------- | ------------------ | ------------------------------------------------------------------------------------------- |
+| Linux x64             | `ubuntu-latest`    | Installed package and real Node Inspector CLI/MCP                                           |
+| Linux arm64 (aarch64) | `ubuntu-24.04-arm` | Installed package and real Node Inspector CLI/MCP                                           |
+| macOS 15 arm64        | `macos-15`         | Installed package and real Node Inspector CLI/MCP                                           |
+| macOS 15 x64          | `macos-15-intel`   | Installed package and real Node Inspector CLI/MCP (hourly, dispatch, release and `ci:full`) |
+| Windows x64           | `windows-latest`   | Curated capabilities, native controls, installed package and real Node Inspector CLI/MCP    |
 
-macOS x64 is the slowest package host. Pull requests without the `ci:full` label
-omit it, so darwin x64 installed-package and Inspector regressions surface on
-the main-push full baseline rather than on the PR.
+macOS x64 is the slowest package host. Ordinary PRs and main pushes omit it,
+so darwin x64 installed-package and Inspector regressions surface in full
+qualification. Schedule admission can be delayed by GitHub; the hourly trigger
+does not guarantee an hourly completed result. Release publication waits for
+its own complete result at the exact released revision.
 
 Package lanes assert the actual Node platform/architecture before verification
 and record those values with the Node version. The package matrix runs up to
@@ -803,17 +963,34 @@ The Linux source-test shards download a shared runtime and generated test
 metadata snapshot produced by the build job with `npm run test:prepare`. The
 snapshot includes `dist/`, generated skills, the MCP tool catalog, product
 catalog, and managed-conformance metadata. Each shard still installs the locked
-dependencies and runs its assigned coverage-enabled tests; it no longer
+dependencies and runs its assigned tests; full qualification enables coverage. It no longer
 regenerates the same metadata independently.
 
-The build job also retrieves the merged timing report from the last successful
-default-branch push and includes that same report in each shard's snapshot.
+The build job also finds an available `test-timings` artifact from a successful
+trusted default-branch scheduled or manual qualification and includes that same
+report in each shard's snapshot. The bounded lookup verifies the artifact's
+producer; newer schedules that reuse qualification without producing timings do
+not hide the last full run's artifact.
 CI assigns discovered files by historical duration, with a deterministic
 fallback weight for new files, rather than dividing only by file count. Every
-discovered file still belongs to exactly one shard; worker limits, project
-ordering, coverage instrumentation, and aggregate thresholds remain unchanged.
+discovered file still belongs to exactly one shard; worker limits and project
+ordering remain unchanged. The merge job rejects successful reports with missing,
+unexpected, or duplicate portable files. Coverage instrumentation and aggregate
+thresholds remain enforced in full qualification.
 Missing or unusable history falls back to Vitest's default assignment. Only
-timing data is reused; persistent compile caches remain disabled.
+timing data is reused; live provider results are never cached. Turbo outputs are
+restored by task hash, with trusted default-branch runs as cache writers and PRs
+as restore-only consumers. npm caches hold downloads, not `node_modules`.
+
+The eight automatic browser, binary-layout, EVM, JavaScript-recovery,
+recorded-crash, and web provider lanes download `rea-build-cache` from their own
+run after the build and static jobs succeed. Their existing build commands still
+validate task hashes and rebuild mismatched inputs; provider observations always
+run. Provider-workflow-only edits also admit the build without enabling source
+test shards. Direct provider dispatches retain the cross-run restore-only cache.
+This removes repeated compilation on fresh source revisions, but adds the build
+as a prerequisite: a delayed build can delay provider admission. Compare queue
+and execution times before claiming an end-to-end speedup.
 
 These native baseline checks complement the Linux source-test shards and the
 separate Apple-artifact and real-provider lanes. Actual Hopper, Ghidra, IDA,
@@ -849,6 +1026,14 @@ establish passing Android coverage; inspect its execution receipt.
 The `termux-browser-diagnostics` artifact retains the Termux command log, exit
 status, and Android logcat on success or failure. The emulator is disposable.
 
+## Packet capture analysis
+
+`npm run verify:pcap -- --pcap PATH` exercises caller-supplied tshark and
+capinfos against a saved capture. Linux verification uses Wireshark 4.6.6
+and captures containing DNS, TLS and HTTP traffic. Native Windows and macOS
+engine behavior remains unverified; process fixtures do not establish it.
+See [Packet capture analysis](../guides/data/pcap-analysis.md) for contracts and budgets.
+
 ## Apple native metadata and UI
 
 `npm run verify:apple-dispatch` compiles the Objective-C fixture (classes,

docs/getting-started/client-configuration.md

@@ -6,6 +6,12 @@ for the reviewed setup transaction and [client IDs](installation.md#supported-ag
 The versioned verification notes below describe their stated runs; live service
 acceptance is verified only where explicitly recorded.
 
+## Fiddler Everywhere alongside REA
+
+Connect Fiddler Everywhere's MCP server separately for HTTP traffic debugging,
+preserving your REA client entry. See the
+[setup instructions and public skills](../guides/web/web-network-captures.md#fiddler-everywhere-mcp-and-public-skills).
+
 ## GitHub Copilot CLI
 
 For GitHub Copilot CLI 1.0.95, `gpt-4.1` model metadata can block ordinary
@@ -95,6 +101,11 @@ Setup and doctor follow Qwen Code's tilde and working-directory-relative home
 overrides. Qwen Code also discovers personal skills in `~/.agents/skills`,
 where setup installs the bundled workflow.
 
+## Antigravity
+
+Antigravity 2.0 discovers personal skills in `~/.gemini/config/skills`.
+Setup installs its selected skill copy there.
+
 ## Gemini CLI
 
 Gemini CLI uses `$GEMINI_CLI_HOME/.gemini/settings.json` when that home override

docs/getting-started/installation.md

@@ -57,6 +57,10 @@ Hopper installation or any file write. Declining or pressing Ctrl-C makes no
 changes. Agent configuration writes preserve unrelated entries and comments,
 create backups, use atomic replacement, and verify their result. Setup and
 uninstall retain an existing `.rea.backup` rather than replacing the first snapshot.
+If that snapshot differs from the current configuration, setup previews and
+preserves a verified `.rea.backup.<sha256>.recovery` copy of the current bytes.
+Both snapshots remain available; a failed rollback reports the current recovery
+copy's path and the restore failure.
 Setup also retains valid environment overrides in REA's existing server entry,
 such as `REA_MCP_INPUT_SCHEMA_PROFILE` and `REA_MCP_MAX_RESPONSE_BYTES`.
 Detected provider settings replace only matching environment keys.
@@ -101,13 +105,11 @@ rea setup --yes --all-detected --install-hopper --json
 
 ### Skill destinations
 
-The bundled skill is installed where each selected client discovers personal
-skills: Claude Code uses `~/.claude/skills` (or
-`$CLAUDE_CONFIG_DIR/skills` when configured). Gemini CLI uses `.agents/skills`
-under its selected home; Antigravity 2.0 uses `~/.gemini/config/skills`.
-Other integrations, including Qwen Code, use `~/.agents/skills`.
-A mixed selection plans each distinct destination. Selecting the skill without a client uses the shared
-directory. Setup leaves existing skill copies in other locations untouched.
+The bundled skill is installed in each selected client's personal skill directory.
+See [client configuration](client-configuration.md) for client-specific roots,
+profiles, and environment overrides. A mixed selection plans each distinct
+destination. Selecting the skill without a client uses `~/.agents/skills`.
+Setup leaves existing skill copies in other locations untouched.
 
 `rea setup --skill-client claude_code --yes --json` refreshes and verifies the
 selected skill destination independently of MCP registration selection. The
@@ -319,8 +321,8 @@ The Hopper launcher action used by REA creates a document from an executable;
 its supported command-line interface does not attach to an already-open
 document. While another live REA session owns the same target and loader
 profile, a second session reports the owning run ID instead of opening a
-duplicate document. Closing the owning REA session releases this guard; Hopper
-keeps its document open. A later REA session can therefore open another
+duplicate document. On macOS, closing the owning REA session releases this guard;
+Hopper keeps its document open. A later REA session can therefore open another
 document for the same target. REA does not currently identify, focus, or reuse
 that existing GUI document, and the supported launcher exposes no attach or
 reuse action for it.
@@ -343,8 +345,14 @@ Hopper application per user across cooperating REA processes. A competing
 CLI or MCP session receives the owning session ID before Hopper is launched,
 for both the same target and a different target. Switch targets through that
 MCP session, or close it before starting another session. Closing the owner
-releases the reservation. This does not attach to or claim ownership of
-manually opened Hopper applications.
+releases the reservation and stops REA's owned demo application and private
+display; the headless Linux demo does not retain documents after MCP shutdown.
+Its helper watches a private lifetime pipe, so an owner crash or SIGKILL also
+stops those children, without relying on a reusable PID or a process-name scan.
+A later session recovers the dead owner's stale lease after child cleanup;
+private runtime files can remain when REA itself was killed. This does not attach to
+or claim ownership of manually opened Hopper applications. An application left
+running by an older REA version must still be closed before starting a new session.
 
 Stale lease recovery is serialized. If an interrupted recovery leaves its
 reservation directory, the diagnostic identifies that exact path. Stop REA
@@ -437,8 +445,9 @@ For cursor navigation, string decoding, symbol-name limits, and regex matching,
 see [Hopper analysis behavior](../guides/native/native-investigation.md#hopper-analysis-behavior).
 
 Closing or switching a target closes its bound Hopper document, shuts down REA's
-bridge and removes its temporary socket directory while preserving the Hopper
-application and unrelated documents. A `cleanup_incomplete`
+bridge and removes its temporary socket directory. The macOS Hopper application
+and unrelated documents remain open; the owned Linux demo application stops.
+A `cleanup_incomplete`
 result identifies resources whose cleanup could not be verified.
 REA retains unresolved cleanup ownership and any confirmed shutdown phases.
 After addressing the reported failure, retry `close_binary` on the same

docs/guides/android/adb-device-analysis.md

@@ -136,8 +136,8 @@ existing analysis families directly, for example
 ## Resource and lifecycle limits
 
 - Caller values reach adb only as positional arguments in fixed vectors;
-  no tool accepts an arbitrary shell command line, and UI interaction
-  (`input`, `am`, `monkey`) is deliberately not exposed.
+  no tool accepts an arbitrary shell command line, `input`, or `monkey`.
+  The app/activity lifecycle tools use `am start -W` and `am force-stop`.
 - Per-invocation budgets: client/devices 10-20 s, shell reads 20-60 s with
   64 KiB-8 MiB capture caps (logcat 4 MiB, screen 32 MiB), transfers and
   bugreports 600 s. Exceeded budgets report `resource_constraint`; stopped

docs/guides/android/android-analysis.md

@@ -9,6 +9,27 @@ This family is present on repository main and in npm 4.1.0. Check the
 [released package boundary](../../getting-started/installation.md#released-package-and-main) and the
 connected server's tool list before selecting it.
 
+## Optional package delivery
+
+The MCP `inspect_android_package` request keeps complete output when `detail` is
+omitted or `"complete"`. Select `detail: "summary"` explicitly to receive all
+package, SDK and permission declarations, engine identity and class/resource
+counts without decoded manifest text or duplicate raw provider replies. A
+retaining session keeps the complete original Evidence and returns a distinct
+linked `inspect_analysis_view` summary. This changes delivery, not JADX analysis.
+
+Use the returned `normalized_result.parent_evidence_id` with
+`inspect_analysis_view`, source kind `retained-evidence`, and
+`view: {kind: "android", facet: "manifest", offset: 0, limit: 4096}` to read the
+exact decoded manifest without reopening the APK. Offsets and limits count UTF-16
+code units; follow `coverage.next_offset`. The page preserves `source_status` and
+`reported_total_bytes`: exhausting retained text does not make a partial decoded
+manifest complete. Complete source Evidence remains exportable under the existing
+session lifetime. Servers without retention reject summary before starting JADX.
+One-shot CLI output remains complete. Older servers require the existing complete
+request after schema discovery. APK authenticity and runtime behavior remain
+unverified.
+
 ## Supply tools
 
 Use a **full JDK 17 or newer** (including its compiler module) and

docs/guides/android/flutter-analysis.md

@@ -25,6 +25,26 @@ The equivalent MCP methods are `identify_flutter_build` (with `path`) and
 arm64-v8a, then x86_64, then x86, then armeabi-v7a, then the remaining
 ABIs alphabetically).
 
+## Optional retained AOT delivery
+
+MCP `inspect_dart_aot` keeps complete output when `detail` is omitted or
+`"complete"`. Explicit `detail: "summary"` returns the selected target/ABI/library
+identity, all snapshot headers, structural coverage, string-pool coverage and
+original lower-bound counts without the string lists. It retains complete source
+Evidence and returns a distinct linked `inspect_analysis_view` summary. Analysis
+and the caller's ABI choice are unchanged; one-shot CLI output stays complete.
+
+Use `normalized_result.parent_evidence_id` as the retained source for
+`inspect_analysis_view`, with `view: {kind: "dart-aot", collection: "package_uris",
+offset: 0, limit: 64}`. Collections are `package_uris`, `dart_uris` and
+`class_like_tokens`. Pages preserve the original strings and order, selected ABI,
+library identity and source coverage. `returned_counts` describe producer-returned
+rows; counts ending in `_at_least` remain lower bounds. Exhausting a page sequence
+does not make a partial pool complete or turn byte-pattern tokens into typed
+classes/functions. Views do not reopen the APK. Original Evidence remains
+exportable under its existing session lifetime. Summary requires a retaining
+server; older servers keep the complete request after schema discovery.
+
 ## What the AOT inspection returns
 
 `inspect_dart_aot` reads one ABI's `libapp.so` in full and reports:

docs/guides/apple/apple-application-analysis.md

@@ -174,7 +174,7 @@ Resolution follows dyld:
 - `@rpath` tries each `LC_RPATH` of the loading image first, then those of the
   image that loaded it, up to the process root.
 - Dependencies load dependents-first in load-command order, and each image
-  loads once per process. A later request whose install name matches an
+  loads once per process. A later @rpath request whose install name matches an
   already loaded image reuses it.
 - Symlinks such as `Versions/Current` are followed inside the analyzed root.
   An escape through `..` or an absolute link is `escapes-target`.

docs/guides/data/packet-captures.md

@@ -4,7 +4,7 @@
 in an existing capture. Network, USB or Bluetooth recordings can use the same
 field/filter interface when the installed TShark supports their encapsulation
 and dissectors. This tool does not acquire traffic, open an interface or control
-a device. HAR/mitmproxy web-capture workflows remain separate.
+a device. HAR/SAZ/mitmproxy web-capture workflows remain separate.
 
 Supply an existing TShark 4.x installation **on Linux**, with util-linux
 `prlimit` available at `/usr/bin/prlimit`. Override its absolute path with
@@ -128,3 +128,49 @@ Each provider admits one inspection at a time, including acquisition and cleanup
 An occupied provider returns a retryable capacity error before acquiring another
 file or worker. Closing the provider stops new admission and drains accepted work;
 failed cleanup remains owned and can be retried.
+
+## Discover protocols and field names
+
+`inspect_packet_fields` / `inspect-packet-fields` queries the installed TShark
+registration glossary before selecting fields for capture inspection:
+
+```sh
+rea inspect-packet-fields --query usb
+rea inspect-packet-fields --kind fields --protocol usb --query idVendor
+rea inspect-packet-fields --kind fields --protocol udp --all
+```
+
+`kind` defaults to `protocols`; `fields` selects field definitions. `protocol`
+selects an exact protocol abbreviation (the protocol itself or its child fields).
+`query` is a case-insensitive literal substring in name, abbreviation or field
+description. `offset` skips matching records; `limit` defaults to 50. MCP
+`limit: null` or CLI `--all` requests all remaining matches within the resource
+budget. `--all` and `--limit` conflict. The window reports examined records of
+the selected kind before filters, matching records, returned records and
+`has_more`; it never counts capture packets.
+
+Returned records preserve field type, parent protocol, display base, bitmask,
+description and original glossary line number. Empty producer strings remain
+empty; protocol records have null field-only properties. Repeated abbreviations
+remain separate registrations. A listed field is an installation capability, not
+proof that the field appears in a selected recording.
+
+The adapter uses the documented `tshark -G fields` grammar under its existing
+private empty profile and Linux process limits. TShark 4.6.9's full glossary was
+measured at 22,303,197 bytes; discovery admits at most **32 MiB** combined command
+output (capture inspection remains at **4 MiB**). Parsing walks lines once and
+constructs objects only for the selected page. Returned strings are copied so
+retained pages do not retain the complete glossary string. Before constructing a selected
+record it charges six times the source UTF-8 bytes plus 512 bytes against an
+**8 MiB** representation budget, covering JSON escaping and record bookkeeping.
+If that budget would be exceeded, narrow the query or page size; results are not
+silently truncated. This is a conservative admission budget, not measured heap
+usage. Parent pipe buffers and producer per-process limits remain distinct.
+
+Tool/limiter identity, version, stderr and selected arguments are retained in
+Evidence. No capture, interface or device is opened. Discovery shares capture
+analysis's admission slot and cleanup owner. Each call rereads the glossary;
+installed plugins, libraries and global configuration remain trusted and are not
+fully fingerprinted. There is no cache or snapshot-consistent pagination claim.
+The real Linux lane checks public CLI/MCP queries against the direct glossary,
+including USB vendor-ID typing, negative queries and paging.

docs/guides/data/pcap-analysis.md

@@ -0,0 +1,118 @@
+# Packet capture summaries
+
+REA summarizes already saved pcap/pcapng files through caller-selected Wireshark
+4.x `tshark` and `capinfos`. Use `inspect_packet_capture` for selected fields,
+filters and decode-as rules; use this family for address, DNS, SNI, protocol-stack
+and URI inventories. It does not acquire traffic or fetch recorded targets.
+
+## Supply tools
+
+```sh
+export REA_TSHARK_COMMAND=/absolute/path/tshark
+export REA_CAPINFOS_COMMAND=/absolute/path/capinfos
+# Linux only; default /usr/bin/prlimit
+export REA_TSHARK_PRLIMIT_COMMAND=/absolute/path/prlimit
+rea inspect-pcap-client
+rea inspect-pcap-capture /captures/session.pcapng --json
+```
+
+Without explicit tool commands, this family resolves them through PATH and
+records that selection source. Client inspection reads no capture file. Capture
+inspection requires Linux with util-linux prlimit or Windows with owned Job
+Objects. macOS capture inspection returns a capability gap because the new
+native memory boundary is unverified; its version probes remain available.
+Tools and installed libraries/plugins are caller-trusted. An empty private
+personal Wireshark configuration is used; this is not an OS sandbox.
+
+## Inspect only the needed facts
+
+MCP `inspect_pcap_capture` accepts `path` and optional `detail: "summary"`.
+Complete delivery remains the default. Summary commits and retains the same
+complete Evidence, returning identity, capture metadata, observed counts,
+retained counts, source coverage and diagnostic lengths without large lists.
+Then use its `normalized_result.parent_evidence_id` with
+`inspect_analysis_view` source kind `retained-evidence`:
+
+```json
+{"kind":"pcap","facet":"endpoints","offset":0,"limit":20}
+{"kind":"pcap","facet":"dns-queries","offset":0,"limit":20}
+{"kind":"pcap","facet":"dns-addresses","query":"example.com","offset":0,"limit":20}
+{"kind":"pcap","facet":"tls-sni","offset":0,"limit":20}
+{"kind":"pcap","facet":"diagnostics","stream":"tshark","offset":0,"limit":4096}
+```
+
+Other row facets are `protocols`, `http-uris` and `unattributed-addresses`.
+Defaults are offset 0 and limit 64. DNS question pages give address counts;
+select one exact retained question to page its addresses. Diagnostic windows
+count UTF-16 code units; other windows count rows. Missing/ambiguous selectors
+fail. Unknown legacy diagnostics remain unknown, not an observed empty stream.
+Portable CLI views use the existing `inspect-analysis-view` workflow with inline
+complete Evidence. Views never reread the source or launch Wireshark and work
+after the original file is deleted. Page exhaustion covers the retained facet;
+it does not establish network completeness or recover missing traffic.
+
+## Interpret provenance and coverage
+
+`target.sha256` binds observations to an admitted stable capture snapshot. Both
+tools read that copy, which is hashed again after analysis. Capture metadata and
+literal field values are producer observations; address/protocol counts and DNS
+associations are derivations. Capture Evidence has historical-reference authority.
+
+Addresses count once per packet, including loopback and nested IP occurrences.
+DNS addresses are associated only with one question in the same response packet;
+additional records may be included, so this does not prove final resolution.
+Ambiguous addresses remain in a separate inventory. Protocol distribution counts
+exact `frame.protocols` stack strings. TLS SNI is recorded handshake metadata,
+not process identity or proof of the destination's authenticity.
+
+All examined inventories are retained within the resource budget; no fixed
+200/100/50-item truncation is applied. HTTP transport credentials are excluded
+without rewriting other URI bytes; ambiguous credential spans cause omission.
+Counts preserve distinct observed source URIs before omission or coalescing.
+`coverage: "partial"` records unresolved DNS attribution or URI item loss;
+component credential exclusion is also counted explicitly. Diagnostics retain
+both tool stderr streams. Recorded fields do not establish decrypted payloads,
+causality, process identity, absence of unrecorded traffic or current deployments.
+
+## Resources and lifecycle
+
+One inspection is admitted at a time per provider. Concurrent calls return a
+capacity error; close drains active work before releasing resources. Captures
+are streamed into a read-only owned snapshot with a 2 GiB disk budget. Native
+capture commands enforce Linux address-space ceilings of at most 1 GiB,
+300 CPU seconds, 64 MiB per file and no core dumps, preserving stricter inherited
+limits. Windows uses a 1 GiB committed-memory limit for each owned tool tree.
+These are not aggregate machine or filesystem quotas.
+
+TShark output is bounded at 8 MiB; its known five-level selected-field shape and
+128 MiB graph-expansion estimate are checked before allocation. Retained facts
+have a separate 16 MiB estimate. Capinfos output is limited to 64 KiB. Command
+wall deadlines are 300 s for dissection, 60 s for metadata and 20 s for probes.
+Native ownership preparation has its own bounded lifecycle.
+
+Malformed/oversized output returns no partial success. Unvalidated partial JSON
+is not returned as facts. Cancellation reaches probes, acquisition, commands and
+projection. Cleanup failure returns a typed error, retains completed Evidence
+when available, and retains owned resources for retry on close.
+
+## Verification scope
+
+Current follow-up verification uses Linux/Node 24.18.0 and Wireshark 4.0.17.
+Private real recorded corpora are checked against independent raw-frame/IP
+parsing and Python aggregation, public CLI/stdio MCP parity, SDK schemas, source
+hashes and retained views. Synthetic native tools separately test malformed
+output, cancellation, source/snapshot mutation, capacity and cleanup; they do
+not establish real Wireshark or other-platform behavior.
+
+The original proposal reported Linux 4.6.6, macOS/Windows 4.6.9 verification on
+its earlier implementation. Those reports do not verify the new final memory
+boundary. Actual Windows/Bun Wireshark execution is unverified here; macOS
+capture support needs a separate enforceable-bound decision.
+
+```sh
+npm run verify:pcap -- --pcap /absolute/saved-capture.pcapng
+```
+
+This verifier exercises built CLI/stdio MCP, schemas, artifact identity and
+cleanup. Without `--pcap`, capture inspection is reported as unverified. Private
+captures, keys and provider runtime files are not committed.

docs/guides/javascript/javascript-application-graph.md

@@ -104,6 +104,15 @@ static inferences. Dynamic or ambiguous IPC is retained without a pairing edge.
 Runtime entities retain passive-CDP authority, while a successful static/runtime
 correspondence is a separately identified cross-layer inference.
 
+Source module links retain their resolution mode. Static imports in `.ts` and
+`.tsx` are `compiler-dependent` when compiler options have not been retained.
+REA compares Node import and require resolution: a shared outcome remains
+available with a limitation; divergent outcomes remain unavailable with both
+conditional branches and their limitations. This models source relationships,
+not verified emitted code or execution. A declaration file found only through
+an emitted-extension fallback is retained as a candidate, not a runtime target;
+an explicitly selected path keeps its original identity.
+
 ## Evidence and authority
 
 Every observation and edge carries all of the following:

docs/guides/javascript/javascript-application-workflows.md

@@ -23,6 +23,14 @@ artifact digest and structural graph ID. Semantic tracing requires the semantic
 relation graph and reports when it is unavailable rather than treating missing
 data as an empty graph.
 
+Explicit TypeScript `import type` and `export type` declarations remain source
+facts and do not create runtime import or export relationships. Type export names
+are reported separately from value export names. Inline `type` specifiers can
+leave an empty import or re-export with side effects under
+[`verbatimModuleSyntax`](https://www.typescriptlang.org/tsconfig/verbatimModuleSyntax.html);
+REA retains those dependency candidates and reports the unavailable compiler
+options rather than assuming the dependency is erased.
+
 The semantic graph wire format stores shared non-location provenance once in
 its required `evidence_contexts` table. Each node, relation, fingerprint, and
 unknown retains its exact `evidence.location` and names the owning context with
@@ -156,9 +164,12 @@ to the comparison Evidence in a live session.
 `compare_source_to_bundle` compares one cryptographically committed
 `HistoricalSourceGraph` with authenticated application-graph Evidence. The
 stable scoring model reports every admitted signal and weight: exact source
-digest, source-map original path, exact current path, path suffix, basename, and
-language extension. Exact digest wins over location inference; weak basename
-or extension evidence never forces a mapping.
+digest, source-map original path, exact current path, path suffix, Unicode-
+equivalent path, basename, and language extension. Exact digest wins over
+location inference; weak basename, extension, and Unicode-equivalence evidence
+never forces a mapping. Unicode-equivalent spellings are candidate evidence
+only because distinct filesystem paths can preserve those spellings as separate
+files; multiple canonical-equivalent candidates remain unknown.
 
 Each historical source file is classified as `unchanged`, `modified`,
 `removed`, `split`, `merged`, `duplicated`, or `unknown`. Multiple equally

docs/guides/javascript/javascript-runtime-reconciliation.md

@@ -1,28 +1,31 @@
 # JavaScript static/runtime reconciliation
 
 REA can combine an existing static JavaScript Application Graph with one or
-more passive browser, Electron page, or Node/Electron V8 Inspector captures without collapsing their different
-authorities. The `reconcile_javascript_runtime` MCP tool and
+more browser, Electron, or Node/Electron V8 Inspector observations while
+preserving their different authorities. The `reconcile_javascript_runtime` MCP tool and
 `rea reconcile-javascript-runtime` CLI command accept Evidence records and
 return derived Evidence containing a combined JavaScript Application Graph
 and explicit match, ambiguity, mismatch, and unknown classifications.
 
 The operation performs no filesystem, browser, or Electron I/O. It accepts only
 semantically verified Evidence produced by `analyze_javascript_application`,
-`inspect_web_page`, `inspect_electron_page`, or
-`observe_javascript_runtime`; matching operation names alone
+`inspect_web_page`, `inspect_electron_page`, `observe_javascript_runtime`, or
+`capture_electron_scenario`; matching operation names alone
 is insufficient. Provider identity, predicate type, subject digest, target
 parameters, and normalized-result schemas are checked before reconciliation.
 
+`capture_electron_scenario` supplies target-only partial observations. It does
+not establish loaded-script coverage; see [Electron observation](electron-observation.md).
+
 ## Workflow
 
 1. Run `analyze_javascript_application` against exactly one application layer.
    Optional cache or assets directories can be analyzed independently and
    supplied as additional layers.
 2. Run `inspect_web_page`, `inspect_electron_page`, or the attach-only
-   `observe_javascript_runtime`. Capturing script sources
-   is optional, but a source capture provides the strongest byte
-   identity.
+   `observe_javascript_runtime`, or supply existing `capture_electron_scenario`
+   Evidence with the partial scope above. Capturing script sources is optional,
+   but a source capture provides the strongest byte identity.
 3. Pass the resulting Evidence records to `reconcile_javascript_runtime`.
    Browser URLs normally need an explicit URL-prefix mapping. Extracted
    Electron and V8 Inspector file locations are mapped automatically when runtime files remain
@@ -104,7 +107,7 @@ nodes. REA evaluates compatible static candidates conservatively:
 
 Every successful cross-layer `observed_as` edge has
 `authority: cross-layer-reconciliation` and `state: inferred`. The underlying
-artifact/AST observations and passive-CDP observations remain unchanged and
+artifact/AST observations and runtime observations remain unchanged and
 retain their own Evidence links.
 
 ## Loaded, resident, and not observed

docs/guides/managed/managed-code-analysis.md

@@ -151,7 +151,7 @@ assembly. Older member Evidence without `selection` remains readable.
 
 Start by identifying the artifact with `inspect_managed_artifact`, then inspect
 its types and CIL with `inspect_managed_members`. Use [member comparison](#member-comparison)
-for another build, and [managed/native boundary rules](#managednative-boundary-rules)
+for another build, and [managed/native boundary rules](#managed-native-boundaries)
 when matching declared native calls to supplied native Evidence. Static inspection
 does not load or execute the assembly. Reconstructed structure and unresolved
 native/runtime questions retain their own authority and coverage.
@@ -221,6 +221,7 @@ provider evidence; names or vtable similarity alone do not prove that a native
 function implements a specific managed method.
 
 <div id="managednative-boundary-rules"></div>
+<div id="managed-native-boundaries"></div>
 
 ## Managed/native boundary rules
 

docs/guides/signals/signal-recordings.md

@@ -106,3 +106,37 @@ One decode is admitted at a time, including acquisition and cleanup. Excess
 requests receive a retryable capacity error before acquiring another file or
 worker. Shutdown closes admission and drains accepted work; failed cleanup
 remains owned and retryable.
+
+## Discover decoders before choosing settings
+
+`inspect_signal_decoders` / `inspect-signal-decoders` queries the **installed**
+sigrok catalog without opening a recording or scanning devices:
+
+```sh
+rea inspect-signal-decoders --query uart
+rea inspect-signal-decoders --decoder uart --query baud
+rea inspect-signal-decoders --decoder i2c --offset 0 --limit 50
+```
+
+Omit `decoder` to search decoder IDs and names. Supply one exact decoder ID to
+read its literal help, including required/optional channels, options, annotation
+classes and documentation. `query` is a case-insensitive literal substring;
+matching help retains original one-based line numbers. Empty query selects all.
+`offset` skips matches; `limit` defaults to 50. MCP `limit: null` or CLI `--all`
+returns all remaining matches; CLI `--all` and `--limit` conflict.
+The window reports examined, matching and returned records and `has_more`.
+A filtered empty page is not evidence that the installation has no decoders.
+
+Discovery refuses more than 65,535 line separators before constructing record
+objects (65,536-line representation budget), in addition to the 4 MiB output cap.
+Exceeding that budget is a resource failure with captured output. Returned text
+is copied so a retained page does not keep the complete producer output alive.
+
+Discovery shares decoding's owned process, admission slot, resource limits,
+cleanup retries and Evidence delivery. It records the executable and limiter
+identities, version banner and warnings. Failed version checks and malformed
+producer output preserve diagnostics. Help is producer text, not an independently
+validated parameter schema. Each request probes again; it does not cache or claim
+stable pages across installation changes. Libraries/decoder modules remain
+trusted and are not fully fingerprinted. Catalog output includes a SHA-256 of
+its executable, not a digest of the complete installation.

docs/guides/web/browser-observation.md

@@ -8,6 +8,10 @@ exported script's native imports under an explicit URL/import-map context.
 
 REA can attach to a user-owned Chrome-family browser through the Chrome DevTools Protocol (CDP) and produce bounded Evidence about an existing page. This is a passive reverse-engineering capability, not a general browser automation or remote-control surface.
 
+For request/response bodies and traffic debugging, see
+[Fiddler Everywhere captures and MCP](web-network-captures.md#reading-fiddler-captures-saz).
+Inspect native SAZ or HAR 1.2 offline with REA, or connect Everywhere's separate MCP server.
+
 ## Shipped surfaces
 
 - `list_browser_targets` / `rea list-browser-targets` discovers all eligible page targets at the endpoint by default, with an optional exact-origin filter.

docs/guides/web/web-network-captures.md

@@ -25,6 +25,36 @@ and original zero-based producer ordinals; duplicate or out-of-range selections
 are input errors. Every record is validated before selection, so selecting one
 entry does not hide a malformed entry elsewhere.
 
+For agent discovery over MCP, request `detail: "summary"`. REA retains the
+complete selected Evidence in the session and returns identity and counts.
+Use `normalized_result.parent_evidence_id` with `inspect_analysis_view`:
+
+```json
+{
+  "source": {
+    "kind": "retained-evidence",
+    "evidence_id": "<parent_evidence_id>"
+  },
+  "view": { "kind": "capture", "detail": "preview", "offset": 0, "limit": 20 }
+}
+```
+
+Preview pages select recorded HTTP headline fields, event names/times when
+present, original locations and byte descriptors; they omit headers, XML and
+payload content. Choose `detail: "complete"` in that view for exact record
+pages, including all sidecars. Offsets follow the parent's selected record
+order; producer ordinals remain unchanged. `total_records` counts the original
+capture while `retained_records` and page coverage count records in the parent.
+An exhausted page does not establish absence from unselected records.
+
+Views do not reopen the file or rerun its decoder. They remain historical
+Evidence if the source changes or disappears; inspect the capture again to
+observe new bytes. The inspection tool's default `detail: "complete"` preserves
+existing inline delivery. For CLI use, save complete inspection JSON and pass
+it as inline Evidence to `inspect-analysis-view`; the same summary and capture
+page contracts apply. Large complete records can still exceed MCP's response
+budget; export the retained Evidence when a single record cannot fit.
+
 ## Formats and upstream profiles
 
 HAR uses unchanged `har-schema@2.0.0` draft-06 schemas, `ajv@8.20.0`,
@@ -57,11 +87,80 @@ tested upstream source is tag `v12.2.3`, commit
 an explicit unsupported-profile diagnostic. Non-Linux native decoding is not
 supported by this adapter.
 
+## Reading Fiddler captures (`.saz`)
+
+Fiddler Everywhere saves traffic in **Session Archive Zip (`.saz`)** files.
+Inspect native SAZ directly, without installing Fiddler or converting to HAR:
+
+```sh
+rea inspect-web-network-capture /absolute/session.saz saz --json
+rea inspect-web-network-capture /absolute/session.saz saz --record 0 --json
+```
+
+MCP uses the same `capture_path`, `format: "saz"`, and optional
+`record_ordinals` fields as the examples above. REA pairs `raw/<id>_c.txt`
+requests, `_s.txt` responses, and `_m.xml` metadata by filename stem. Archive
+member names identify the source; zero-based ordinals follow each session's
+first member in ZIP directory order, not its numeric ID or capture time.
+
+HTTP fields and ordered duplicate headers are retained, with stored body bytes
+in binary sidecars. Bodies are not dechunked or decompressed. Metadata is an
+XML node tree; optional `_w.txt` and `_g.txt` files retain opaque WebSocket and
+gRPC message bytes. Missing members remain null, distinct from empty bodies.
+See Telerik's [SAZ format reference](https://www.telerik.com/fiddler/fiddler-everywhere/documentation/knowledge-base/fiddler-archives).
+
+The existing ZIP reader verifies read members; expanded archive contents are
+limited to 32 MiB in addition to the input/output budgets below. Encrypted
+archives and unrecognized raw session members are unsupported. SAZ requires an
+enforced decoder memory bound: Node's fixed heap, or the Windows Job Object
+commit limit. Bun on hosts without that Job Object limit returns capability
+unavailable before starting the SAZ decoder. Non-session
+members are inventoried without decoding their content. Original files remain
+unchanged. Linux verification includes independently checked public recorded
+Mattermost captures from [FOREST](https://github.com/dfrc-korea/FOREST/tree/405c9154658a128ea203a6c10040cec55111ed03/api-results/dataset)
+and the Fiddler author's [encoding corpus](https://github.com/ericlaw1979/Clearinet/blob/b6faf78cde1e72042980364f180ceb34b77d1434/Test/data/Encodings.saz),
+plus synthetic malformed/limit fixtures. Their exporting product versions are
+not authenticated. An interactive export from a current Fiddler Everywhere
+installation and its live MCP server remain unverified. Support here is the
+bounded documented raw HTTP/XML SAZ layout, not every product/version profile.
+
+For visual inspection, use Everywhere's **Import Snapshot**, then **Inspectors**
+and **Overview**. HAR remains an alternative: select sessions, choose
+**Export > HTTPArchive**, and confirm `log.version` is `"1.2"`. Preserve the
+original SAZ when exporting. See the [import/export instructions](https://www.telerik.com/fiddler/fiddler-everywhere/documentation/collaboration/exporting-and-importing).
+
+## Fiddler Everywhere MCP and public skills
+
+For agent-driven traffic debugging, connect Everywhere's MCP server separately
+from REA. Run a current Everywhere release with MCP access (Trial, Pro, or
+higher), internet access, and a compatible MCP client. Use
+**Settings > MCP Server > Coding agent**, or **Manual setup** with the generated
+API key. The default endpoint is `http://localhost:8868/mcp`. See Telerik's
+[MCP setup guide](https://www.telerik.com/fiddler/fiddler-everywhere/documentation/agent-tools/fiddler-mcp-server)
+and [agent-skills prerequisites](https://www.telerik.com/fiddler/fiddler-everywhere/documentation/agent-tools/agent-skills).
+
+Telerik's [public skills](https://github.com/telerik/fiddler-agent-tools) cover
+installation (`fiddler-download-setup`), connection setup, and traffic analysis:
+
+```sh
+npx skills add telerik/fiddler-agent-tools --skill fiddler-mcp-setup
+npx skills add telerik/fiddler-agent-tools --skill fiddler-traffic-debugging
+```
+
+After setup, reload the agent client and use the connected server's advertised
+tool names and schemas. Check status, list sessions, then inspect relevant
+session IDs. Set `sessionsSource` to `LiveTraffic` for HTTP(S) traffic or
+`AgentCalls` for enriched LLM calls; active filters affect the session list.
+For an existing run, skip the skill's pre-capture steps that replace process
+filters and clear sessions. The documented MCP session sources do not provide
+a saved-snapshot selector; use the SAZ workflow above for saved files. REA does
+not register or wrap the Fiddler MCP server.
+
 ## Reading the evidence
 
 - `artifact` identifies the caller-selected file and stable snapshot digest.
-- `records` preserve producer order/ordinals and original JSON pointers or byte
-  ranges. No live browser transaction or scenario IDs are invented.
+- `records` preserve producer order/ordinals and original JSON pointers, byte
+  ranges, or SAZ member names. No live browser transaction or scenario IDs are invented.
 - `reported` retains the producer's fields. HAR container metadata is returned
   separately, with `log.entries` replaced by `null` and `records_pointer`
   identifying the record collection. This is an inspection representation,
@@ -156,7 +255,7 @@ response fields, including HAR's `status: 0` and an empty `mimeType`, remain
 unknown, not invented statuses or MIME types.
 
 The view makes no handler-identity, schema or causality claim. It performs no
-network activity. Native mitmproxy captures return a typed unsupported error.
+network activity. Native mitmproxy, SAZ and qlog captures return a typed unsupported error.
 Parents inspected with `sensitive_values`, or whose Evidence does not record
 `sensitive_value_count`, return a typed unsupported error whose reason is the
 canonical token `sensitive_values_unretained`. The view would write path
@@ -192,14 +291,15 @@ Complete evidence has a 32 MiB input, 96 MiB decoder reply and 64-level nesting
 budget. Exceeding a budget returns no partial success.
 Oversized selected captures return an input error identifying `capture_path`
 and the byte budget; owned reply/output failures remain output or provider errors.
-HAR runs in an owned
-192 MiB Node old-generation heap with one V8 worker. Native decoding applies
+HAR, SAZ and qlog run in an owned
+192 MiB Node old-generation heap with one V8 worker. Mitmproxy decoding applies
 Linux limits of 768 MiB address space, 30 seconds CPU and 96 MiB file output;
 both commands have a 30-second wall deadline and independently supervised
 process cleanup. Owned decoder diagnostics retain at most 1 MiB across stdout
 and stderr; the collector drops overflow as it arrives, reports the limit
 failure and verifies cleanup. Heap limits alone do not establish aggregate RSS limits.
-When REA runs on Bun, the HAR decoder runs on Bun, which ignores these V8 heap
+SAZ and qlog refuse decoding when neither a Node heap limit nor a Windows Job Object bound can be enforced. Existing HAR availability is preserved.
+When REA runs on Bun, the HAR/SAZ/qlog decoder runs on Bun, which ignores these V8 heap
 flags; its limitations and resource failures then omit the heap sizes. On
 Windows, the decoder's owned Job Object instead limits its committed memory to
 704 MiB, the 192 MiB budget plus a 512 MiB reserve for Bun itself. The
@@ -207,7 +307,7 @@ limitations state that limit, and reaching it returns `resource_constraint`
 with `process_memory_limit_bytes`, whatever exit status Bun reports.
 
 Observed decoder memory exhaustion returns `resource_constraint`, with the
-selected capture, applicable limits and retained process diagnostics. HAR's
+selected capture, applicable limits and retained process diagnostics. HAR/SAZ/qlog's
 old-generation heap is fixed; inherited `NODE_OPTIONS` cannot raise it.
 Record selection happens after complete decoding and does not reduce that
 workload. Use a smaller capture exported by its producer or another decoder
@@ -234,3 +334,108 @@ Command cleanup failures retain the original status and both diagnostic streams;
 the decoder's ownership preparation receives the same cancellation signal.
 
 MCP advertises the same strict named input contract used by the application. Historical inspection delegates argument validation to that shared application boundary so accepted explicit-sensitive declarations also cover invalid argument names and other correction details. The SDK receives raw arguments through its Standard Schema interface; malformed inputs still fail before decoder or filesystem effects and return the normal structured REA error. Protocol-envelope validation remains owned by MCP.
+
+## Retained aioquic qlog
+
+Select `format: "qlog"` through `inspect_web_network_capture`, or:
+
+```bash
+rea inspect-web-network-capture /absolute/origin.qlog qlog --json
+rea inspect-web-network-capture /absolute/origin.qlog qlog --record 95 --record 0 --json
+```
+
+The initial profile is **aioquic 1.5.0, JSON qlog 0.3**: one JSON object with
+`qlog_format: "JSON"`, `qlog_version: "0.3"`, `traces` containing object events
+with `name`, finite numeric `time` and object `data`. JSON-SEQ, JSONL, columnar
+array events and other versions are unsupported. Duplicate JSON members,
+malformed UTF-8, invalid interpreted QUIC integers and excessive nesting fail
+without partial success, including in events outside the selected ordinals.
+Well-formed event subsets and missing frame metadata remain inspectable.
+Unknown extensions are retained; this is not validation of every qlog schema.
+
+Choosing the format selects the interpretation profile; the file does not
+necessarily report or authenticate an aioquic version. The profile's clock
+uses Unix-epoch milliseconds, verified in aioquic 1.5.0's `QuicLoggerTrace`
+`log_event`/`encode_time`. The `qlog.clock.basis` and Evidence analysis profile
+state that assumption explicitly. Numeric lexemes survive independently of
+safe JSON-number projections; decimal spelling does not establish physical
+clock precision or monotonicity.
+
+Every event has a global ordinal from trace/event source traversal and its
+original `/traces/T/events/E` pointer. This order is not a global time sort.
+Trace index and the selected artifact identify a connection observation;
+reported ODCID is preserved without claiming global uniqueness. Streams are
+scoped by trace, stream ID and sent/received direction. Control/QPACK streams
+are retained, so counting streams does not count HTTP requests.
+
+`qlog` is a typed facet required exactly for this format. Its scope is
+`all-recorded-events-before-selection`: selection changes returned event
+records while facts cite the original ordinals across the entire recorded
+file. The container retains trace metadata with each events array replaced
+by null; there is no single events pointer shared by all traces.
+
+| Fact                                | Basis and limits                                                                                                                                                                                                                                                              |
+| ----------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Original event and loss declaration | Observed endpoint report; `recovery:packet_lost` does not prove actual network loss. Missing packet number/type remains unknown.                                                                                                                                              |
+| STREAM ranges and byte totals       | Derived per trace and direction from reported offsets and lengths using exact integer arithmetic. `unique_bytes` unions intervals; `frame_length_sum` includes overlaps; `repeated_bytes` is their difference. Overlap alone does not prove retransmission or equal contents. |
+| FIN final sizes                     | Reported offset plus length where FIN is true; multiple conflicting sizes remain visible. A final size does not establish complete coverage or a received body.                                                                                                               |
+| Incomplete fact records             | Ordinals with omitted/redacted interpretable frame metadata; usable fields in other records survive. An empty list does not establish complete logging or capture.                                                                                                            |
+| HTTP bodies and causality           | `body_bytes: "not-reported"`; lengths and headers are metadata, with no reconstructed body, hash, timing causality or live process attribution.                                                                                                                               |
+
+QUIC integer fields interpreted here accept exact nonnegative JSON integer
+values through `2^62 - 1`, including equivalent exponent notation. Offsets plus
+lengths must fit that range. Derived sums are decimal strings and are not
+rounded to JavaScript numbers. A missing offset is unknown, never defaulted to
+zero. Ranges can start above zero or contain gaps. Packet headers, HTTP events,
+raw lengths and unknown extensions remain producer evidence rather than being
+normalized into invented HAR requests.
+
+The adapter excludes authorization/proxy authorization/cookie/set-cookie
+values in known HTTP frame events, reset tokens in transport parameters and
+NEW_CONNECTION_ID frames, and NEW_TOKEN frame tokens. Known URL header userinfo
+and explicit sensitive values follow the shared exclusions. Ordinary extension
+fields and token-looking query text remain retained. Explicit declarations also
+cover normalized numeric projections, derived totals and trace pointers; facts
+that cannot be safely shown are omitted with incomplete-record coordinates.
+No keylog, PCAP, live URL or recorded target is opened by the qlog decoder.
+
+To repeat the real-provider lane with **local caller-supplied evidence** from
+the educational aioquic 1.5.0 experiment (one origin trace, known 32,803-byte
+stream coverage and one 1,169-byte repeated range in the loss case):
+
+```bash
+npm run verify:web:qlog -- /absolute/control/origin.qlog /absolute/loss/origin.qlog /absolute/new-report.json
+```
+
+This lane checks built CLI/stdio MCP parity, SDK-converted JSON Schemas,
+artifact digests, original event count, selection scope, retained parent lookup,
+credential exclusions and the known control/loss facts. The report is created
+exclusively and contains no keys or captured credential values. It is a
+fixture-specific verification, not a general loss detector. CI uses synthetic
+format inputs for malformed cases and limits; those tests do not establish
+producer provenance. PCAP parsing and correlation remain outside this stage.
+
+### Focused qlog views
+
+Use MCP `inspect_web_network_capture` with `format: "qlog", detail: "summary"`
+for identity, profile, scope and retained-fact counts. Then pass its
+`normalized_result.parent_evidence_id` to `inspect_analysis_view` as a
+`retained-evidence` source.
+
+```json
+{"kind":"qlog","facet":"traces","offset":0,"limit":10}
+{"kind":"qlog","facet":"streams","trace_index":0,"offset":0,"limit":10}
+{"kind":"qlog","facet":"contributions","trace_index":0,"stream_id":"0","direction":"sent","offset":0,"limit":20}
+```
+
+Trace pages omit nested lists and give their counts. Stream pages preserve
+exact byte totals but omit contributions, ranges and final-size lists. For
+those lists select `contributions`, `ranges` or `final-sizes` with all three
+stream selectors. `loss-declarations` and `incomplete-records` need only
+`trace_index`. Offsets count rows in that retained facet; defaults are 0 and 64. Missing or ambiguous selectors fail rather than choosing a connection.
+
+These views page already interpreted facts without decoding again or opening
+the source, and work after its deletion. Facts still cover all recorded events
+before parent record selection. Their exhaustion does not prove logging or
+network completeness. Event preview/complete pages remain available through
+kind `capture`, with original numeric lexemes and producer ordinals preserved.

docs/providers/ghidra-provider.md

@@ -41,6 +41,80 @@ does not prove text is absent. Both list and search Evidence carry this
 limitation. When an address is known, use `read_bytes` and `xrefs` to inspect
 bytes and references.
 
+## Loaded addresses and file offsets
+
+`rea analyze <path> --provider ghidra --json` and MCP `binary_overview` report
+the observed loaded `image_base` in `normalized_result`. They retain each
+segment's reported `image_base` and `address_space`. A provider that does not
+report a base, or whose segments disagree, omits the overview field, following
+the existing contract on main. REA does not substitute zero or the first
+segment's address. All reported bases and address spaces remain visible in the
+complete segment inventory, including conflicting observations.
+
+`function` and most MCP procedure selectors use procedure names or
+provider analysis addresses. Ghidra `decompile` / MCP `procedure_pseudo_code`
+also accept source-file byte offsets. Existing symbols and analysis addresses
+take precedence; a `0x`-prefixed number that resolves to no procedure falls back
+to its observed source mapping. Use `--file-offset=0x...` on the CLI or
+`procedure: "file-offset:0x..."` through MCP to select file coordinates explicitly.
+Multiple mapping candidates fail as ambiguous rather than selecting a bank or
+address space. A successful conversion retains the file offset, mapped address
+and procedure entry in raw Evidence and `locations`.
+
+If an offset maps to loaded target bytes but no procedure starts at or contains
+the mapped address, the failure preserves both the original file offset and
+analysis address. This differs from an unmapped offset and does not recommend
+retrying the same offset syntax.
+If the function resolves but the backend fails or cancels decompilation, the
+failure retains the selector, mapped address and procedure entry without
+changing the backend failure code.
+
+Both mapping directions require a complete original `FileBytes` source whose
+SHA-256 matches the admitted target. Auxiliary files and partial source objects
+remain visible in the load-image inventory but do not establish offsets in the
+original target. Ghidra's object-local offsets are not silently treated as
+original-file coordinates. Original-source identity is checked once per source
+object per session; analysis-memory edits do not change the original bytes.
+
+ELF virtual addresses and file offsets are
+different coordinates. Ghidra can rebase a PIE ELF during import: in the
+source-owned verification fixture, ELF entry `0x1013` becomes Ghidra procedure
+`0x101013` with image base `0x100000`. That example is not a general conversion
+rule.
+
+Use `list_procedures` to select an observed procedure address. To relate file
+bytes to loaded memory, call MCP `inspect_native_load_image` or:
+
+```sh
+rea search <path> . --kind procedures --mode regex --provider ghidra --json
+rea inspect-native-load-image <path> --provider ghidra --json
+rea decompile <path> <observed-procedure-address> --provider ghidra --json
+rea decompile <path> --file-offset=0x1013 --provider ghidra --json
+rea address-to-file-offset <path> <observed-procedure-address> --provider ghidra --json
+```
+
+The load-image result preserves source-file indexes, file offsets, address
+spaces, and inclusive mapping ranges. Follow the mapping for the selected
+source file and region; adding `image_base` to an arbitrary file offset is not
+valid. For a linear byte-addressed, file-backed mapping, a file offset `F` in
+`[mapping.file_offset, mapping.file_offset + mapping.length)` maps to
+`mapping.start + (F - mapping.file_offset)` in the reported `address_space`.
+If several mappings cover the same file offset, keep those candidates distinct
+and select the procedure from the observed inventory. Uninitialized regions may
+have no file backing. ELF mappings are observed
+without independent format-specific load-image verification, as the result's
+status and limitations state.
+
+An unsuccessful numeric procedure lookup reports the current Ghidra image base
+and gives the CLI commands above alongside the corresponding MCP operations.
+Repeat any target-format, architecture, and entry-point options used to open the
+target. Other procedure operations keep their analysis-address semantics;
+file-offset fallback applies only to decompilation.
+
+Overview workflow revision 3 binds this output to snapshot identity. Older
+serialized overview Evidence remains readable; it is not replayed as a current
+overview merely because its source artifact is unchanged.
+
 ## Admitted function-analysis semantics
 
 | Concern                 | Ghidra contract                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |

docs/providers/ghidra-riscv.md

@@ -22,16 +22,16 @@ header declarations, not proof that every instruction conforms to that ISA.
 Provider selection returns the specific unsupported constraint rather than
 guessing a compatible profile:
 
-| Declaration                                     | Outcome                                                                     |
-| ----------------------------------------------- | --------------------------------------------------------------------------- |
-| Little-endian ELF64 `ET_EXEC`, double-float ABI | admitted, `RISCV:LE:64:default` + `gcc`                                     |
-| Little-endian ELF32 `ET_EXEC`, double-float ABI | admitted, `RISCV:LE:32:default` + `gcc`                                     |
-| Big-endian                                      | refused; Ghidra 12.1.4 ships no big-endian RISC-V language                  |
-| `ET_REL`, `ET_DYN`, other `e_type`              | refused with the declared value                                             |
-| `EF_RISCV_RVE`                                  | refused; the embedded 15-register ABI needs its own processor specification |
-| `EF_RISCV_TSO`                                  | refused; the total-store-order memory model is unverified here              |
-| Soft, single, or quad float ABI                 | refused; the pinned generic compiler specification models double-float      |
-| Reserved or newer `e_flags` bits                | refused with the offending bits named                                       |
+| Declaration                                     | Outcome                                                                                  |
+| ----------------------------------------------- | ---------------------------------------------------------------------------------------- |
+| Little-endian ELF64 `ET_EXEC`, double-float ABI | admitted, `RISCV:LE:64:default` + `gcc`                                                  |
+| Little-endian ELF32 `ET_EXEC`, double-float ABI | admitted, `RISCV:LE:32:default` + `gcc`                                                  |
+| Big-endian                                      | refused; Ghidra 12.1.4 ships no big-endian RISC-V language                               |
+| `ET_REL`, `ET_DYN`, other `e_type`              | refused with the declared value                                                          |
+| `EF_RISCV_RVE`                                  | refused; the embedded 16-register profile (x0–x15) needs its own processor specification |
+| `EF_RISCV_TSO`                                  | refused; the total-store-order memory model is unverified here                           |
+| Soft, single, or quad float ABI                 | refused; the pinned generic compiler specification models double-float                   |
+| Reserved or newer `e_flags` bits                | refused with the offending bits named                                                    |
 
 `e_type` is the only load-shape declaration this lane reads. A fixed-address
 `ET_EXEC` declaration does **not** establish static linkage: `PT_INTERP` and

docs/providers/ida-provider.md

@@ -138,6 +138,8 @@ Run `npm run verify:ida -- --target /absolute/path/to/program --procedure main`
 
 Native verification requires `--second-procedure other_function --second-marker unique_second_body_text`; these options remain optional for the other profiles. The marker must occur in the second function's pseudocode and be absent from the first; the verifier also checks that returning to the first restores its text.
 
+The verifier requires the resolved procedure in both inventory and procedure search, then compares address, assembly, pseudocode, instruction windows and relationship results with the CLI/MCP dossier. Supply `--expected-string known_literal` to check a known positive string inventory/search result and `--expected-xref 0xSOURCE` to check a known reference source address. Choose those oracles independently from the operation under test. Without them, string and xref correctness are listed in `unverified`; valid output shapes alone do not establish those behaviors. Callee parity does not independently establish semantic completeness. Native callee successes must report an explicit truncation marker; missing markers remain protocol failures.
+
 The initial real workflows use stdio registrations for the legacy Windows GUI profile and a Windows x64 headless supervisor with IDA 9.3. The headless workflow has also passed on macOS arm64 with IDA Professional 9.1 (build 9.1.250226) against the same upstream commit `c133c3853faa111a9b00ee615c013b720d0c4acd`, using a source-built arm64 Mach-O fixture; Mach-O C symbols carry a leading underscore, so the procedure name is `_rea_fixture_add`. Streamable HTTP is tested against a loopback MCP fixture with the pinned client SDK; a real IDA HTTP-supervisor workflow remains unverified. Linux headless engine operation, other IDA releases, architectures, and modern attached GUI tools require their corresponding real workflows before support is claimed.
 
 Native Windows verification uses IDA Pro 9.3 with the public two-function fixture and Windows `whoami.exe`, using upstream `c9d15d98e8a143fc74f6e14037c48f63889b6d6c` with a loopback-listener change. It covers production CLI/MCP parity, distinct-function switching, identity and connection cleanup. See the [correctness and performance measurements](https://github.com/morluto/rea/blob/main/experiments/analysis-efficiency/ida-native-windows.md). This follow-up did not run Windows IDA Free or native macOS.

docs/providers/raw-binary.md

@@ -61,7 +61,7 @@ Independent raw verification streams the complete private snapshot digest and
 extent with bounded memory and supports cancellation during the read.
 
 Hopper and IDA refuse raw-binary targets. Windows Ghidra P0 continues to admit
-PE applications only.
+native PE applications and DLLs only; raw-binary targets are unsupported.
 
 ## Limitations
 

docs/providers/windows-ghidra-p0.md

@@ -153,8 +153,12 @@ the private runtime, isolating Ghidra preferences, logs, and caches.
 Process creation assigns a suspended child atomically to an owned Job Object.
 Membership and kill-on-owner-close policy are verified before resume.
 Breakaway is disabled. Only the child's default file owner is normalized;
-the caller token stays unchanged. Caller CPU affinity and priority are
-preserved. Close, cancellation, timeout, startup failure, and provider failure
+the caller token stays unchanged. Caller priority is preserved, and caller CPU
+affinity whenever the caller and the child share a processor group. A child that
+Windows places in another group keeps that group's default when the caller asked
+for no bound of its own; a caller pinned to fewer processors than its group
+holds is refused there rather than widened.
+Close, cancellation, timeout, startup failure, and provider failure
 terminate the job and verify all members have settled before runtime cleanup.
 Cleanup removes admitted objects by handle and unlinks reparse entries without
 following their targets. Abrupt owner death kills the job but can leave

docs/reference/mcp-contracts.md

@@ -21,6 +21,12 @@ directly to `compare_functions`, and `inspect_artifact` Evidence to
 `compare_artifacts`. Use `get_evidence_bundle` when the task needs broader
 retained session history or an explicit bundle for transfer.
 
+Evidence and bundle imports reject unsupported fields in their envelopes,
+identities, manifests and other fixed metadata before authentication. Imports
+leave retained session state unchanged when validation fails. Keep application
+metadata in the supported JSON payloads (`parameters`, `raw_result`,
+`normalized_result`, or analysis-profile parameters), where keys are preserved.
+
 Tool execution failures return `isError: true` and the complete canonical
 `{ "error": ... }` diagnostic as JSON in text `content`. Read that diagnostic
 for the error code, target details, partial observations, and remediation.
@@ -141,8 +147,8 @@ after target content was read.
 
 ## Retained application Evidence inputs
 
-`analyze_javascript_application`, `inspect_binary_layout`, `inspect_artifact`, and
-`inspect_wasm_artifact` accept `detail`:
+`analyze_javascript_application`, `inspect_binary_layout`, `inspect_artifact`,
+`inspect_wasm_artifact`, and `inspect_macho` accept `detail`:
 `complete` (default) returns the complete analysis Evidence; `summary` records
 that complete Evidence in the session and returns the derived
 `inspect_analysis_view` summary Evidence instead. Its
@@ -212,6 +218,19 @@ attempting oversized delivery, and returns the same summary with an exact
 `parent_evidence_id` for later export or facet reads. Delivery detail does not
 reach WABT or change the original source Evidence ID.
 
+Completed `inspect_macho` Evidence supports a summary and
+`view: {kind: "macho", facet: "exports", offset: 0, limit: 64}`. Facets are
+`entrypoints`, `architectures`, `build_metadata`, `load_commands`,
+`dependencies`, `imports`, `exports`, `segments`, and `provenance`; pages return
+the original rows. The summary keeps the selected slice, header fields and UUID,
+and replaces each collection with its returned count, reported total and
+`exhaustive` flag. Each page repeats the paged collection's `source_total` and
+`source_exhaustive`; exhausting a non-exhaustive collection does not establish
+that unreturned symbols are absent. Large frameworks return megabytes of
+symbols (Electron Framework: 2.5 MB of imports and exports, 3.3 KB as a
+summary), so select `detail: "summary"` on the first call. Delivery detail
+never reaches the native tools or changes the source Evidence ID.
+
 `trace_application_feature`, `trace_javascript_semantics`,
 `compare_application_versions`, `compare_source_to_bundle`, and
 `compare_javascript_export_shapes` accept complete inline application Evidence

experiments/analysis-efficiency/README.md

@@ -7,6 +7,18 @@ JSON measurements belong outside the checkout. This document keeps the measured
 findings, verification scope and revision references; the scripts and `corpus.json`
 keep the reproduction inputs. Generated `results/` is ignored.
 
+Follow-up: [latest-main capability audit](latest-main-audit.md) records the
+Flutter, SQLite, TShark and sigrok priorities and the first shipped Dart AOT
+baseline, preserving existing controls before introducing another selector.
+
+Follow-up: [Dart AOT summary and retained string pools](flutter-aot-summary.md)
+records real LocalSend delivery pairs and old Evidence continuation, preserving
+ABI selection, snapshot identity, original lower bounds and partial coverage.
+
+Follow-up: [SQLite existing-control measurements](sqlite-existing-controls.md)
+tests QGIS's shipped GeoPackage through the existing column selection, preserving
+full selected-table schema and typed cells before considering another API.
+
 Follow-up: [native PE/DOS entry views and real model verification](native-entry-views.md)
 records the post-merge native continuation, including a small-function case where
 four selected replies cost more bytes than the complete dossier.
@@ -32,6 +44,20 @@ records two shipped assembly checks, previous-runtime portable Evidence, and fou
 actual Codex trials. Selected replies shrink substantially; observed model input
 tokens increase and latency is mixed, so model-token savings are not claimed.
 
+Follow-up: [model tool context and per-response usage](model-context.md) separates
+raw MCP replies from observed client execution/discovery and usage. Optional
+trial capture retains tool/usage items while excluding account and ambient state;
+existing ephemeral trials keep their default behavior.
+
+Follow-up: [Android package delivery and retained manifest](android-package-summary.md)
+records real NewPipe SDK pairs, unchanged old requests/Evidence, exact retained
+text, and actual Codex outcomes including client errors and a failed discovery.
+Reply bytes fall; model-token/time gains are not established.
+
+Follow-up: [resource counters at payload completion](resource-counters.md) adds
+optional owned counter observations while preserving unknown whole-scope final
+counters, default receipt shape and the unchanged CPU/memory safeguards.
+
 The 12 detailed checkpoint receipts were archived byte-for-byte before removal
 from the final PR tree. The archive `review-receipts-00d51e0fc-20261012` is in the
 private experiment lab outside the checkout; its `archive-index.json` records

experiments/analysis-efficiency/agent-trial.py

@@ -11,6 +11,8 @@ import subprocess
 import tempfile
 import time
 
+from codex_context import capture_tool_context
+
 
 def file_digest(path):
     digest = hashlib.sha256()
@@ -48,7 +50,20 @@ def main():
     parser.add_argument('--providers', type=Path)
     parser.add_argument('--enabled-tools', type=Path)
     parser.add_argument('--authority', choices=['static', 'browser'], default='static')
+    parser.add_argument('--capture-tool-context', action='store_true',
+                        help='Retain owned tool/usage items; excludes account/ambient state')
+    parser.add_argument('--guide-enabled-tools', action='store_true',
+                        help='Opt-in exact-name discovery guidance for selected REA tools')
     args = parser.parse_args()
+    if args.guide_enabled_tools and args.enabled_tools is None:
+        parser.error('--guide-enabled-tools requires --enabled-tools')
+    enabled_tools = None
+    if args.enabled_tools:
+        enabled_tools = json.loads(args.enabled_tools.read_text())
+        if not isinstance(enabled_tools, list) or not all(isinstance(name, str) and name for name in enabled_tools) or len(enabled_tools) != len(set(enabled_tools)):
+            raise ValueError('enabled-tools must be a unique list of exact tool names')
+    if args.guide_enabled_tools and not enabled_tools:
+        parser.error('--guide-enabled-tools requires a nonempty selected tool list')
     def terminate(signum, _frame):
         # The outer resource scope terminates descendants together. Ensure the
         # runner's copied credentials are also removed on a resource abort.
@@ -130,11 +145,14 @@ def main():
             'possible and select the requested normalized_result fields before returning '
             'intermediate output to model context. Keep real Evidence IDs and limitations.'
         )
-    enabled_tools = None
-    if args.enabled_tools:
-        enabled_tools = json.loads(args.enabled_tools.read_text())
-        if not isinstance(enabled_tools, list) or not all(isinstance(name, str) and name for name in enabled_tools) or len(enabled_tools) != len(set(enabled_tools)):
-            raise ValueError('enabled-tools must be a unique list of exact tool names')
+    if args.guide_enabled_tools:
+        instruction += (
+            ' Configured REA tool function names for this trial: '
+            + json.dumps(['mcp__rea__' + name for name in enabled_tools])
+            + '. For discovery select only these exact names from ALL_TOOLS and '
+            'return only their metadata. Preserve the original analyst question, '
+            'dependency order and source Evidence.'
+        )
     quote = json.dumps
     config = '\n'.join([
         'approval_policy = "never"', 'sandbox_mode = "read-only"',
@@ -160,6 +178,7 @@ def main():
                  'inspect_android_package', 'search_android_classes',
                  'inspect_android_class', 'inspect_android_method',
                  'inspect_firmware_regions', 'inspect_managed_artifact',
+                 'inspect_sqlite_database',
                  'inspect_managed_members', 'inspect_managed_native_boundaries',
                  'inspect_artifact', 'inspect_wasm_artifact',
                  'inspect_evm_interface', 'get_evidence_bundle', 'export_evidence_bundle',
@@ -183,6 +202,8 @@ def main():
         (args.output / 'prompt.txt').write_text(prompt)
         (args.output / 'trial-settings.json').write_text(json.dumps({
             'mode': args.mode, 'model': args.model, 'reasoning': args.reasoning,
+            'capture_tool_context': args.capture_tool_context,
+            'guide_enabled_tools': args.guide_enabled_tools,
             'driver_commit': subprocess.check_output(
                 ['git', 'rev-parse', 'HEAD'], cwd=driver_repository, text=True).strip(),
             'runtime_revision': args.revision,
@@ -196,7 +217,7 @@ def main():
             'package_lock_sha256': file_digest(repository / 'package-lock.json'),
             'experiment_sources_sha256': {
                 name: hashlib.sha256((experiment / name).read_bytes()).hexdigest()
-                for name in ['agent-trial.py', 'provider-environment.json']
+                for name in ['agent-trial.py', 'codex_context.py', 'provider-environment.json']
             },
             'developer_instructions': instruction,
             'developer_instructions_sha256': hashlib.sha256(instruction.encode()).hexdigest(),
@@ -212,7 +233,8 @@ def main():
                          'multi_agent': False, 'code_mode': args.mode == 'client-code',
                          'code_mode_only': args.mode == 'client-code'},
         }, indent=2) + '\n')
-        invocation = [args.codex, '--no-daemon', 'exec', '--strict-config', '--ephemeral',
+        invocation = [args.codex, '--no-daemon', 'exec', '--strict-config',
+                      *([] if args.capture_tool_context else ['--ephemeral']),
                       '--skip-git-repo-check', '--ignore-rules', '--json',
                       '--color', 'never', '-C', str(workspace),
                       '--output-last-message', str(args.output.resolve() / 'answer.txt'), '-']
@@ -234,26 +256,28 @@ def main():
         usage = []
         tools = []
         event_types = {}
-        for line in (args.output / 'events.jsonl').open():
-            if not line.strip():
-                continue
-            event = json.loads(line)
-            kind = event.get('type', 'unknown')
-            event_types[kind] = event_types.get(kind, 0) + 1
-            if 'usage' in event:
-                usage.append(event['usage'])
-            item = event.get('item', {})
-            if item.get('type') == 'mcp_tool_call' and kind == 'item.completed':
-                tools.append({
-                    **{k: item.get(k) for k in ['server', 'tool', 'arguments', 'status', 'error']},
-                    'codex_event_result_json_utf8_bytes': len(json.dumps(
-                        item.get('result'), separators=(',', ':'), ensure_ascii=False
-                    ).encode()),
-                })
+        with (args.output / 'events.jsonl').open() as event_file:
+            for line in event_file:
+                if not line.strip():
+                    continue
+                event = json.loads(line)
+                kind = event.get('type', 'unknown')
+                event_types[kind] = event_types.get(kind, 0) + 1
+                if 'usage' in event:
+                    usage.append(event['usage'])
+                item = event.get('item', {})
+                if item.get('type') == 'mcp_tool_call' and kind == 'item.completed':
+                    tools.append({
+                        **{k: item.get(k) for k in ['server', 'tool', 'arguments', 'status', 'error']},
+                        'codex_event_result_json_utf8_bytes': len(json.dumps(
+                            item.get('result'), separators=(',', ':'), ensure_ascii=False
+                        ).encode()),
+                    })
         final_target_digest = file_digest(Path(args.artifact_path)) if args.artifact_path else None
         summary = {
             'mode': args.mode, 'requested_model': args.model, 'reasoning': args.reasoning,
             'runtime_revision': args.revision,
+            'capture_tool_context_requested': args.capture_tool_context,
             'selected_artifact_sha256_before': target_digest,
             'selected_artifact_sha256_after': final_target_digest,
             'selected_artifact_bytes_unchanged': target_digest == final_target_digest if target_digest else None,
@@ -268,9 +292,13 @@ def main():
         (args.output / 'summary.json').write_text(json.dumps(summary, indent=2) + '\n')
         print(json.dumps(summary))
     finally:
-        # Always remove copied credentials, config, caches and profile state.
-        shutil.rmtree(profile)
-        (args.output / 'cleanup.json').write_text(json.dumps({'profile_removed': not profile.exists()}) + '\n')
+        try:
+            if args.capture_tool_context:
+                capture_tool_context(trial_codex_home, args.output)
+        finally:
+            # Capture failure must never prevent copied-credential cleanup.
+            shutil.rmtree(profile)
+            (args.output / 'cleanup.json').write_text(json.dumps({'profile_removed': not profile.exists()}) + '\n')
     raise SystemExit(124 if timeout else exit_code)
 
 

experiments/analysis-efficiency/android-package-summary.md

@@ -0,0 +1,166 @@
+# Android package summary and exact retained manifest
+
+Continues [#2016](https://github.com/morluto/rea/issues/2016) and
+[#2438](https://github.com/morluto/rea/pull/2438). The recurring NewPipe question
+asks for APK/package/version identity, all case-sensitive MainActivity matches
+and all reported onCreate entries, including explicit null DEX descriptors.
+Complete package replies delivered decoded manifest text and duplicate upstream
+calls unrelated to those selected facts.
+
+## Compatibility and ownership
+
+MCP `inspect_android_package` accepts explicit `detail: "summary"`; omitted and
+`"complete"` requests preserve the complete output and provider request. The
+one-shot CLI stays complete. Summary selection happens in the application
+workflow, independently of the engine protocol, using the existing retained
+analysis-view machinery. No third-party plugin API or persistent analysis cache
+is introduced. Servers lacking retention reject summary before provider work.
+
+The complete original Evidence stays under its original ID and session lifetime.
+A distinct linked derived view returns all package/SDK/permission declarations,
+engine identity, class/resource counts and signature-verification status.
+Manifest metadata retains the producer's partial/complete status, nullable
+reported byte total, and observed UTF-16 length. Text and duplicate raw calls
+remain in the original record, rather than being rewritten under its ID.
+
+Use `inspect_analysis_view` with the parent's ID and
+`view: {kind: "android", facet: "manifest", offset: 0, limit: 4096}` to read exact
+retained decoded text. Follow `coverage.next_offset`; surrogate boundaries use
+the existing text-page implementation. Exhaustion describes the retained text,
+not global completeness when the producer says partial. APK signatures and
+runtime behavior remain unverified. Engine artifact SHA-256 identifies the JAR;
+views require the authenticated APK subject and never substitute the engine
+hash for a missing target identity. Older servers require schema discovery and
+the original complete request; automatic fallback is not introduced.
+
+## Frozen runtime and real SDK pairs
+
+Source runtime: `28c84e78cf2fbfde4aceed345b773c59eb889f68`; later test-only schema
+typing corrections do not relabel these receipts. Compiled dist/bridge file-table
+SHA-256: `5332dda13981f043e146b3601ebec1f380d9f698280ca53d75786b638a912e11`.
+The frozen old runtime is `8bc1601ca51e417ca472d90ea0367e9418a1a0f2`, digest
+`9e7380f537301bf0cfe2926f5619011af848af7c220750e75189498e65d825e1`.
+
+Real NewPipe 0.29.1 bytes, acquisition and digest are pinned in `corpus.json`.
+Actual configured JADX headless MCP 0.7.1/Java runs use the same selected
+provider settings and search-path digests, one worker and 768 MiB Java heap.
+Node is 24.18.0; actual SDK client/server are 2.3.1. Processes and engines are
+fresh per trial; host page caches are not flushed. SDK schema mode is selected
+in both treatments. Heavy runs are serial, with one CPU, unchanged 3 GiB early
+stop/4 GiB hard memory, no swap, and 192 tasks.
+
+All four candidate workflows use three successful public MCP calls. Only the
+first package delivery changes. Both pairs pass settings and selected-fact
+comparison, including all declarations, manifest status/length, engine identity,
+original limitations, matching class rows and onCreate entries. Original replies
+and IDs remain separate. A fresh old-runtime complete workflow also passes
+comparison against the candidate complete request; both complete package replies
+are exactly 119,527 compact client-result JSON bytes. This is scoped compatibility
+evidence, not a guarantee for every historical release/client/host.
+
+| Trial          | Package reply bytes | SDK workflow seconds | Payload CPU seconds | Kernel peak bytes |
+| -------------- | ------------------: | -------------------: | ------------------: | ----------------: |
+| sdk-complete-1 |             119,527 |               24.059 |              25.259 |     1,225,076,736 |
+| sdk-summary-1  |               8,659 |               23.694 |              24.894 |     1,226,870,784 |
+| sdk-summary-2  |               8,659 |               24.407 |              25.611 |     1,228,296,192 |
+| sdk-complete-2 |             119,527 |               24.509 |              25.740 |     1,229,844,480 |
+
+Summary replies are 8,659 bytes, about 92.8% smaller; all three replies together
+fall from 149,577 to 38,709 bytes. This is a delivery result, not a model-token
+or engine-work saving. The SDK timing differences are small. CPU and memory do
+not establish a reduction. No provider setting or analysis scope changes.
+Transport roundtrip includes server/client work and is not an engine-only timer.
+
+The complete catalog is 2,506,213 compact JSON bytes versus 2,497,635 on the old
+runtime: about 0.34% growth, including intervening main changes. Discovery cost
+remains visible alongside selected-delivery savings.
+
+## Authentic old Evidence continuation
+
+A real package record from old runtime 8bc160 imports into the candidate and
+supports retained summary, exact manifest pages, inline portable summary and
+export through actual public SDK tools. The new session explicitly selects an
+absent JADX JAR; this workflow performs no package analysis. Eleven successful
+calls preserve the original record, original ID, all declarations and all 25,222
+manifest UTF-16 units. Manifest UTF-8 SHA-256:
+`fee192fe2a6d7892c22cba115184c74c7e2c42ce464e8bb37be6289f2c16881d`.
+The exported original record is deeply equal to the imported record.
+
+## Actual Codex task outcomes
+
+Four serial trials run in complete/summary/summary/complete order on the same
+frozen candidate. Requested configuration: Codex CLI 0.161.0, `gpt-5.6-terra` high,
+three exact selected tool names and the same optional context/discovery capture
+settings. The requested alias does not certify the server-resolved model. The
+original analyst question is unchanged; equal treatment instructions explicitly
+choose package detail and explain the summary carrier. Temporary configuration
+points to the frozen modified REA MCP; no global configuration is edited.
+
+| Trial            |   Input | Cached | Uncached | Output | Seconds | MCP calls | Usage records | Facts |
+| ---------------- | ------: | -----: | -------: | -----: | ------: | --------: | ------------: | ----- |
+| model-complete-1 |  39,267 | 23,040 |   16,227 |  1,690 |  94.053 |         3 |             3 | Pass  |
+| model-summary-1  | 128,417 | 93,440 |   34,977 |  3,633 | 150.401 |         8 |             9 | Pass  |
+| model-summary-2  |  54,437 | 37,120 |   17,317 |  2,185 | 123.677 |         3 |             4 | Pass  |
+| model-complete-2 |  21,332 |  9,984 |   11,348 |    667 |  20.774 |         0 |             2 | Fail  |
+
+Three answers pass the original selected-fact gate against the actual SDK
+producer. Each trial preserves APK bytes and removes its isolated profile.
+The first summary trial makes five successful calls and three rejected requests:
+an invented `case_sensitive` argument, empty class-search input and empty
+class-inspection input. It then repeats successful package/search work. These
+errors and correction turns remain part of measured task cost; strict existing
+schemas correctly reject them. The second summary trial uses the intended three
+successful calls, but still does not establish improved total/uncached input or
+latency against the factually acceptable first complete control.
+
+The final complete control's first client executor filters `ALL_TOOLS` for the
+same three exact names and receives an empty array. It makes zero MCP calls,
+reports all requested facts unknown and fails the factual gate. Identical name
+filters worked in the other trials. Stderr contains no explanatory error; the
+client visibility failure remains unexplained and is not attributed to REA or
+summary delivery. Its short duration is not comparable completed work. The
+original failed receipt is retained rather than replaced by a successful trial.
+
+These measurements demonstrate no real-model token or speed gain. Smaller raw
+MCP envelopes do not establish smaller model context; observed usage also
+includes discovery, execution context, corrections and extra responses. Usage
+records count captured usage items rather than asserting exact remote request
+contents or equating MCP calls with model rounds. The complete default and
+opt-in choice remain unchanged; this is useful delivery/retention capability,
+not a general performance recommendation.
+
+All model runs have verified payload-completion witnesses with only the observer
+remaining and zero memory/task limit events at that phase. Kernel peaks are
+602,472,448–1,444,945,920 bytes; the failed no-analysis control is included in that
+range and is not evidence of lower analysis memory. Whole-scope final counters
+remain unknown and the existing full resource grader stays false. No broader
+CPU, memory, OS/provider or model claim is made.
+
+## Resource interpretation
+
+Every SDK run and portable continuation has a verified owned
+payload-exited-observer-alive witness, with only the observer remaining and no
+memory/task limit events at that phase. Kernel peak and CPU include that opt-in
+observer. Whole-scope terminal counters remain unknown; the existing complete
+physical resource grader is not changed or called successful. No OOM stress or
+resource-limit increase is used.
+
+## Verification and scope
+
+Twenty-seven relevant converted-schema, SDK, domain and existing Android
+failure/cancellation/cleanup checks pass. A three-case focused rerun passes after
+a test-only schema typing correction. The 1 MiB manifest protocol fixture verifies
+original default/full output, reconstruction after source removal, unchanged
+exported Evidence and one engine launch. Other cases preserve nulls and partial
+status, Unicode boundaries and tagged malformed/missing-identity failures, and
+reject unavailable retention or cancelled requests before provider work. These
+fixtures verify production boundaries; actual JADX claims use the real NewPipe
+runs above. Full supported single-thread compiler and unchanged lint pass under
+the same memory safeguards. No other Android OS/device/provider lane is inferred.
+
+Raw SDK/model replies, private profiles and resource receipts stay outside Git.
+Reproduce SDK pairs using the existing `measure.mjs` with `--artifact newpipe.apk`,
+`--schemas selected`, identical explicit provider configuration and frozen runtime,
+and alternating `--delivery complete` / `--delivery summary`. Preserve failed
+attempts and run `compare.mjs` on both pair orders. Model findings require their
+own identical analyst facts and explicit delivery controls.

experiments/analysis-efficiency/codex_context.py

@@ -0,0 +1,117 @@
+"""Retain owned Codex tool/usage observations without account or ambient state."""
+
+import hashlib
+import json
+import os
+
+
+def token_counts(value):
+    if not isinstance(value, dict):
+        raise ValueError('Expected a token-count object')
+    result = {}
+    for key in ['input_tokens', 'cached_input_tokens', 'cache_write_input_tokens',
+                'output_tokens', 'reasoning_output_tokens', 'total_tokens']:
+        if key in value:
+            count = value[key]
+            if not isinstance(count, int) or isinstance(count, bool) or count < 0:
+                raise ValueError('Expected nonnegative integer token counts')
+            result[key] = count
+    return result
+
+
+def selected_event(event):
+    """Select observed items; these are not the exact submitted model request."""
+    if not isinstance(event, dict) or not isinstance(event.get('payload'), dict):
+        raise ValueError('Expected an event object with an object payload')
+    if not isinstance(event.get('type'), str):
+        raise ValueError('Expected an event type string')
+    if event.get('timestamp') is not None and not isinstance(event['timestamp'], str):
+        raise ValueError('Expected a timestamp string or omission')
+    payload = event['payload']
+    kind = event.get('type')
+    if kind == 'response_item' and payload.get('type') in [
+        'custom_tool_call', 'custom_tool_call_output',
+        'function_call', 'function_call_output',
+    ]:
+        keys = ['type', 'call_id', 'name', 'input', 'arguments', 'output']
+    elif kind == 'token_usage_record':
+        keys = ['response_id', 'usage', 'turn_token_usage', 'thread_token_usage']
+        payload = {key: token_counts(payload[key]) if key != 'response_id'
+                   else payload[key] for key in keys if key in payload}
+    elif kind == 'event_msg' and payload.get('type') == 'token_count':
+        keys = ['type', 'info']
+        info = payload.get('info')
+        if info is not None:
+            if not isinstance(info, dict):
+                raise ValueError('Expected token-count info')
+            selected_info = {key: token_counts(info[key]) for key in
+                             ['total_token_usage', 'last_token_usage'] if key in info}
+            window = info.get('model_context_window')
+            if 'model_context_window' in info:
+                if window is not None and (not isinstance(window, int) or isinstance(window, bool) or window <= 0):
+                    raise ValueError('Expected a positive model context window')
+                selected_info['model_context_window'] = window
+            payload = {'type': 'token_count', 'info': selected_info}
+        else:
+            payload = {'type': 'token_count', 'info': None}
+    else:
+        return None
+    return {
+        'timestamp': event.get('timestamp'),
+        'type': kind,
+        'payload': {key: payload[key] for key in keys if key in payload},
+    }
+
+
+def capture_tool_context(codex_home, output):
+    """Capture only an explicitly selected trial's rollouts; never its auth/config."""
+    sessions = codex_home / 'sessions'
+    blocked = sessions.is_symlink()
+    sources = [] if blocked else sorted(sessions.rglob('*.jsonl'))
+    target = output / 'codex-tool-context.jsonl'
+    source_receipts = []
+    errors = [{'source': 'sessions', 'reason': 'not_an_owned_directory'}] if blocked else []
+    retained = 0
+    with os.fdopen(os.open(target, os.O_WRONLY | os.O_CREAT | os.O_EXCL, 0o600),
+                   'w', encoding='utf-8') as result:
+        for source in sources:
+            name = source.relative_to(codex_home).as_posix()
+            if source.is_symlink() or not source.is_file():
+                errors.append({'source': name, 'reason': 'not_an_owned_regular_file'})
+                continue
+            digest = hashlib.sha256()
+            counts = {}
+            with source.open('rb') as lines:
+                for ordinal, line in enumerate(lines, 1):
+                    digest.update(line)
+                    try:
+                        event = json.loads(line)
+                        selected = selected_event(event)
+                    except ValueError as error:
+                        errors.append({'source': name, 'line': ordinal,
+                                       'reason': type(error).__name__})
+                        continue
+                    kind = event.get('type')
+                    counts[str(kind)] = counts.get(str(kind), 0) + 1
+                    if selected is not None:
+                        result.write(json.dumps(selected, ensure_ascii=False) + '\n')
+                        retained += 1
+            source_receipts.append({'source': name, 'sha256': digest.hexdigest(),
+                                    'event_counts': counts})
+    retained_digest = hashlib.sha256()
+    with target.open('rb') as captured:
+        for chunk in iter(lambda: captured.read(1024 * 1024), b''):
+            retained_digest.update(chunk)
+    receipt = {
+        'status': 'partial' if errors else 'captured' if source_receipts else 'unavailable',
+        'retained_file': target.name,
+        'retained_sha256': retained_digest.hexdigest(),
+        'retained_events': retained, 'sources': source_receipts, 'errors': errors,
+        'scope': 'Owned client tool-call/reply and per-response usage items, not '
+                 'the exact submitted model request. Session/account metadata, '
+                 'world state, user/developer messages, encrypted reasoning and '
+                 'internal passthrough are omitted. Authentication, configuration '
+                 'and ambient environment are never copied by this capture.',
+    }
+    (output / 'context-receipt.json').write_text(json.dumps(receipt, indent=2) + '\n')
+    return receipt

experiments/analysis-efficiency/corpus.json

@@ -235,6 +235,34 @@
         },
         "immutable_scope": "Published Hardhat artifact does not record an immutable-reference map; absence is unknown, not proof of no immutables. Runtime template bytes remain exact."
       }
+    },
+    {
+      "id": "localsend-arm64.apk",
+      "file": "LocalSend-1.18.2-android-arm64v8.apk",
+      "bytes": 46558706,
+      "sha256": "82ec3568fba2aa5295b9aae8b76f701d7a4703d86b9f8bad749472038fbaeab3",
+      "provenance": {
+        "project": "LocalSend",
+        "version": "1.18.2",
+        "upstreamFile": "LocalSend-1.18.2-android-arm64v8.apk",
+        "url": "https://github.com/localsend/localsend/releases/download/v1.18.2/LocalSend-1.18.2-android-arm64v8.apk",
+        "transport_sha256": "82ec3568fba2aa5295b9aae8b76f701d7a4703d86b9f8bad749472038fbaeab3",
+        "transport_bytes": 46558706,
+        "derivation": "Official arm64 release APK, compared with GitHub release asset digest; byte-only analysis without execution"
+      }
+    },
+    {
+      "id": "qgis-world-map.gpkg",
+      "file": "qgis-world-map.gpkg",
+      "bytes": 12914688,
+      "sha256": "01d293159d1b77bd9212b5252587853f61aa9e25b2387135f34afaba8d057190",
+      "provenance": {
+        "project": "QGIS bundled world map",
+        "source_commit": "e1223b8e9e71fc50ee995ed556f711c54ccc101b",
+        "git_blob_sha1": "c9ff80228dff0de93c9acdef16a97545ba360244",
+        "url": "https://raw.githubusercontent.com/qgis/QGIS/e1223b8e9e71fc50ee995ed556f711c54ccc101b/resources/data/world_map.gpkg",
+        "derivation": "unmodified official resource file; streaming Git blob and SHA-256 verification"
+      }
     }
   ]
 }

experiments/analysis-efficiency/evm-descriptor.md

@@ -179,3 +179,40 @@ interface question through an explicitly selected precise view, retain full
 bytecode/original Evidence under the existing lifetime, and preserve complete
 defaults. Discover support before sending new options to an older server. Include
 discovery, follow-up, failures and retries in the complete task cost.
+
+## Static contract admission verification
+
+The follow-up from main `c462a4ebd3a10e59253bcf38353a0914b176738b` tests the
+pilot's actual static boundary, without adding a dynamic module registry or
+changing production code. Complete-project TypeScript checking now verifies
+that the inferred descriptor type rejects a WASM operation contract, a WASM
+CLI command, a WASM service factory, an unrelated input schema and an unrelated
+output schema. These are negative assignability assertions: their guarantee
+comes from the compiler, not from executing an incompatible descriptor.
+The existing named contract and CLI identity are also checked at runtime;
+separate factory calls produce distinct service/provider owners. Invalid target
+input remains an application error without launching a worker.
+
+The actual public in-memory MCP SDK test additionally spies on the provider:
+duplicate EVM registration throws the named `already registered` error before
+any provider call. Converted input/output JSON Schemas validate before the
+first valid operation. Invalid client arguments are rejected before execution;
+incompatible provider reply data is validated **after** execution and is not
+presented as a pre-use contract guarantee. Existing healthy-peer, cancellation,
+retained summary/default and cleanup-retry scenarios remain covered.
+
+Full project typecheck passes with the installed compiler's supported single
+thread scheduling; it includes all source/test files. The two exact focused
+files pass 12 runtime cases. The resource scopes sample 2,057,961,472 bytes for
+typecheck and 2,426,290,176 bytes for required build plus focused tests, below the
+unchanged 3 GiB early-stop/4 GiB hard ceiling. Final transient-cgroup counters
+remain unknown. No new real-provider or performance improvement is claimed by
+these compile/SDK checks; the earlier pinned real EVMole/WABT/lifecycle evidence
+retains its original scope and source identity.
+
+This proves the one statically composed descriptor's named/schema/factory
+compatibility and duplicate-registration guard. It does not implement runtime
+admission of arbitrary JavaScript descriptors, third-party plugin ABI/version
+negotiation or a general plugin SDK. Those remain deferred by the original plan.
+Existing callers, full defaults, provider inputs, owned lifetimes and output
+identities are unchanged.

experiments/analysis-efficiency/flutter-aot-summary.md

@@ -0,0 +1,160 @@
+# Dart AOT summary and retained string pools
+
+Continues [#2016](https://github.com/morluto/rea/issues/2016) and
+[#2455](https://github.com/morluto/rea/pull/2455). The selected analyst question
+asks for shipped LocalSend target/ABI/library identity, every nullable snapshot
+observation, string-pool lower bounds and returned counts, and original coverage
+and limitations. It does not require individual observed strings.
+
+## Compatibility and ownership
+
+MCP `inspect_dart_aot` accepts explicit `detail: "summary"`. Omitted and complete
+requests preserve the complete result and original provider inputs. The CLI
+remains complete. ABI omission and explicit ABI selection retain their original
+meaning; the provider never receives the delivery field. Missing retention,
+invalid detail and pre-cancellation fail before provider work.
+
+The existing application workflow retains the complete original Evidence, then
+returns a distinct derived summary linked to its parent ID. It preserves target
+and libapp digests, every snapshot section and nullable fact, original pool and
+overall coverage, lower-bound counts and limitations. `returned_counts` reports
+the lengths of the producer-returned arrays; it does not upgrade lower bounds
+to a complete snapshot inventory. The analysis and original source retention
+are unchanged. No new engine, persistent cache or plugin SDK is introduced.
+
+Read exact retained strings using `inspect_analysis_view`, the parent ID, and
+`view: {kind: "dart-aot", collection: "package_uris", offset: 0, limit: 64}`.
+Other collections are `dart_uris` and `class_like_tokens`. Follow the returned
+next offset. Pages preserve source order, ABI/library identity and partial pool
+coverage without opening the APK again. Page exhaustion describes retained
+strings, not the entire snapshot. Strings remain byte-pattern observations,
+rather than recovered typed class/function semantics. Missing historical
+subjects remain explicitly unknown; conflicting recorded target digests fail.
+
+## Frozen runtime and real SDK pairs
+
+The official LocalSend 1.18.2 arm64 APK acquisition, size and SHA-256 are pinned
+in `corpus.json`. No APK installation, target execution or version-dataset
+lookup occurred. Source runtime: `811034a7283c9751a3ecbff33e8b2f28bec55793`;
+compiled dist/bridge file-table SHA-256:
+`dabbb63536c5862be839ecdc0f3eaad05b29c2a3816f57041528d30f754311be`.
+The previous runtime is `28c84e78cf2fbfde4aceed345b773c59eb889f68`, digest
+`5332dda13981f043e146b3601ebec1f380d9f698280ca53d75786b638a912e11`.
+Its production sources were verified byte-equal to main f254 at acquisition.
+Subsequent test-only changes and main's SAZ addition do not relabel these pins.
+
+Node is 24.18.0 and the SDK client/server are 2.3.1. Each workflow starts a fresh
+server and validates the selected live advertised schema. Artifact bytes,
+provider environment/search-path fingerprints, driver and locked dependencies
+stay equal. Host page caches are not flushed. Heavy tasks run serially under
+the unchanged CPU, memory, task and host guards.
+
+| Trial          | AOT reply bytes | SDK workflow seconds | Payload CPU seconds | Kernel peak bytes |
+| -------------- | --------------: | -------------------: | ------------------: | ----------------: |
+| sdk-complete-1 |         151,341 |                5.139 |               6.819 |       691,441,664 |
+| sdk-summary-1  |          12,037 |                5.219 |               6.608 |       639,430,656 |
+| sdk-summary-2  |          12,037 |                5.064 |               6.405 |       640,868,352 |
+| sdk-complete-2 |         151,341 |                5.128 |               6.468 |       633,614,336 |
+
+Both pairs use one successful public tool call and pass settings/fact comparison,
+including all snapshot fields, coverage, original limitations and all counts.
+Reply bytes fall 92.05%. Whole SDK time stays approximately 5.1 seconds; these
+trials do not establish engine speed, CPU or memory savings. Payload CPU includes
+driver/catalog work beyond the SDK workflow timer. Catalog JSON grows from
+2,506,213 bytes on the previous runtime to 2,514,896 (about 0.35%).
+
+A fresh old-runtime complete request passes comparison against candidate
+complete, including identical 151,341-byte replies. This is scoped compatibility
+evidence, not a guarantee for every historical release or third-party client.
+
+## Real old Evidence continuation
+
+Fifteen successful public MCP calls import genuine old-runtime AOT Evidence,
+project retained summary, reconstruct all 500 package URIs, 216 Dart URIs and
+2,000 class-like tokens, compare inline portable summary, and export the original
+record. The APK is absent during all these operations. Original string order,
+lower bounds, partial coverage, nullable snapshot facts, subject and parent ID
+remain intact; the original exported record is deeply equal to its source.
+
+The first private verification attempt used a nonexistent receipt filename and
+failed before import or artifact relocation. That driver error is retained;
+the corrected attempt selects the fresh old-runtime record. It is not a REA
+defect or a successful migration trial.
+
+## Actual Codex task outcomes
+
+Four serial trials use the same frozen candidate in complete/summary/summary/
+complete order. Requested configuration is Codex CLI 0.161.0, `gpt-5.6-terra`
+high, one exact enabled tool (`inspect_dart_aot`), and identical optional owned
+context capture/discovery guidance. This requested alias does not certify the
+server-resolved model. Temporary configuration points to the modified frozen
+REA MCP; all copied credential profiles are removed and target bytes remain
+unchanged. The source question is fixed; equal treatment instructions choose
+detail and explain the summary carrier and parent reference.
+
+| Trial            |  Input | Cached | Uncached | Output | Seconds | MCP attempts | Failed attempts | Facts |
+| ---------------- | -----: | -----: | -------: | -----: | ------: | -----------: | --------------: | ----- |
+| model-complete-1 | 74,641 | 50,176 |   24,465 |  2,765 | 116.898 |            3 |               1 | pass  |
+| model-summary-1  | 38,253 | 22,016 |   16,237 |  1,449 |  88.904 |            1 |               0 | pass  |
+| model-summary-2  | 38,363 | 22,016 |   16,347 |  1,515 |  55.190 |            1 |               0 | pass  |
+| model-complete-2 | 66,585 | 38,144 |   28,441 |  2,217 |  79.180 |            2 |               0 | pass  |
+
+Both pairs pass checks for every selected producer fact, exact nullable
+observations, target digest, observed response Evidence IDs, original limitations,
+artifact preservation and profile cleanup. The grader compares the reported
+facts with producer observations; it is not an independent Dart deserializer.
+Total input falls 48.75% / 42.38%, uncached input 33.63% / 42.52%, reported output
+47.59% / 31.66%, and whole-task time 23.95% / 30.30%. Usage is the final aggregate
+reported by the actual CLI, one usage record per trial; cached tokens are not
+subtracted from total input. Reported output includes reasoning output (1,262,
+321, 383 and 709 tokens respectively).
+
+The first complete trial initially supplied `artifact_path` instead of the
+advertised `path`, corrected it, then repeated a successful complete call.
+The second complete trial made two successful calls. Both summary trials made
+one successful call. All attempts, discovery and correction costs remain
+included. The paired whole-task improvement therefore includes actual model
+decisions and the convenience of explicit returned counts; it does not isolate
+serialization as the sole cause or establish engine acceleration. Two pairs on
+one app/question/model configuration support this scope, not a universal gain.
+
+Payload CPU seconds / kernel peak bytes are respectively 12.556 / 876,937,216;
+9.213 / 785,272,832; 9.108 / 793,939,968; and 13.164 / 803,209,216. Model payload
+observations verify owned cleanup and zero phase limit events, with no guard
+aborts. Whole-scope final counters remain unknown, so every strict all-selected
+resource grade remains false even though the separate factual grade passes.
+
+## Resource and verification scope
+
+SDK and migration payload-exit observations verify owned cleanup and zero
+observed memory/pids limit events, with peaks below 692 MB. Missing whole-scope
+terminal counters remain unknown; the strict whole-resource grader stays false.
+One-CPU quotas are experiment controls rather than CPU-efficiency claims.
+
+Production-provider fixture tests cover explicit ABI, old complete defaults,
+actual SDK-converted schemas, exact pages after APK removal, portable records,
+nullable/partial facts, malformed inputs, target digest conflicts and early
+refusals. CLI/MCP acceptance covers original report equality, duplicate-member
+refusals and unsupported snapshot kinds. Fixture successes are distinguished
+from the real LocalSend SDK/migration workflows. Other Flutter apps, architectures,
+SDK layouts, typed class recovery and runtime behavior remain unverified here.
+Raw replies, binaries, model traces and temporary credentials stay outside Git.
+
+## Integration with the newer main
+
+The rebased verification runtime is `63984ce0898bd7997e6d9b138e6d96d0a24f2b09`
+on main `a2d8b94dd50dab8d966239dd63ab84718aa8b4b4`, with compiled file-table
+SHA-256 `19c8ccdd3e99bb46a5c54f4edd8c6b2d2eb4f3a4870b3c129061d38145382b68`.
+Targeted Flutter/SAZ/shared-view integration passes 35 tests; one opposite
+runtime-capacity branch is skipped because this host enforces decoder memory.
+Documentation checks and two README conformance tests pass.
+
+Fresh real complete/summary SDK checks on this runtime match the earlier selected
+facts and settings, with unchanged 151,341 / 12,037-byte AOT replies. Fifteen
+old-Evidence migration calls again preserve every original string and record
+with the source APK absent. The real one-shot CLI complete result also matches
+the previous-runtime normalized report, subject, parameters and original ID.
+An initial CLI-only controller check lacked an owned resource receipt; it is
+retained and excluded from resource/performance claims, then repeated in the
+bounded owned scope. These checks establish integration, rather than relabeling
+the earlier paired model/SDK measurements as the rebased runtime.

experiments/analysis-efficiency/ida-native-windows.md

@@ -23,6 +23,25 @@ connecting. Dossier relationship coverage remains unknown when direct callers
 are unavailable, while standalone callee coverage retains its own observed state.
 It preserves the attached GUI database.
 
+The later verification follow-up rejects native callee successes without an
+explicit truncation marker, checks positive procedure inventory/search and
+compares normalized function results. String and xref correctness require
+independent positive oracles; runs without those oracles label them unverified.
+Earlier reports established contract validity for these operations and did not
+by themselves establish string/xref semantic correctness.
+
+The follow-up passed eight production checks with a known CRT literal confirmed
+in the unchanged fixture bytes and a reference source address independently
+identified from `main` assembly matching the C source. A loopback response-only
+proxy in front of the real IDA Pro provider reproduced the earlier verifier
+passing empty function inventories and xrefs. The corrected verifier rejected
+those replies with positive oracles, empty string results and missing native
+callee truncation markers. The comparison used verifier source `d1aaeee40`
+with the same current adapter runtime; it is a verifier comparison, not an
+engine performance comparison. Only response payloads were modified; the original
+input digest stayed unchanged, the target was never executed, and the attached
+GUI database was preserved.
+
 The real application was a digest-verified, unchanged copy of Windows
 `whoami.exe`: 94,208 bytes, 243 recognized functions, and 314 upstream
 C-string observations. The selected 1,741-byte function had 20 resolved

experiments/analysis-efficiency/latest-main-audit.md

@@ -0,0 +1,75 @@
+# Latest-main efficiency continuation
+
+Continues [#2016](https://github.com/morluto/rea/issues/2016). The 2026-10-13
+fetch resolved main to `f254f5ac2b804b353a711264bb178f43fdf07867`, the same
+revision as the preceding Android conclusion. Newer capabilities below were
+added during that earlier cycle; they are additional measurement scopes, not
+new commits after that conclusion.
+
+| Capability                    | Existing controls                                                                        | Next evidence needed                                                                        |
+| ----------------------------- | ---------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------- |
+| Flutter / Dart AOT (#1582)    | Explicit ABI, bounded string observations, partial coverage                              | Real shipped snapshot/count question; opt-in delivery only if unrelated strings dominate    |
+| SQLite (#2271)                | Compact inventory, selected table/columns, row limit                                     | Real application database and model workflow before adding another selector                 |
+| TShark (#2318)                | Fields, filter, decode-as, pass, default 50 matching rows, paging, explicit null for all | Real public capture and repeated task cost; paging repeats dissection                       |
+| sigrok (#2339)                | Decoder/channels/annotation selection, default 50 display lines, paging                  | Real public capture; display-line count is not annotation count and paging repeats decoding |
+| Retained unknown head results | Existing retained paging                                                                 | Reuse the existing view rather than duplicate its implementation                            |
+
+Attached IDA, Frida and other live runtime workflows involve separate authority
+and lifecycle questions and are outside this static parsing continuation.
+Plugin SDKs and cross-session engine caches remain deferred until an observed
+need and benefit justify them.
+
+## First selected scope: Dart AOT
+
+The official LocalSend 1.18.2 arm64 APK is pinned in `corpus.json`. The initial
+real public SDK baseline inspected actual bytes without executing/installing
+the APK. Its complete default AOT reply was 151,341 compact client-result JSON
+bytes (70,487 normalized bytes), with 500 package URIs, 216 Dart URIs and 2,000
+class-like tokens. String-pool and overall coverage were partial. A second
+explicit arm64 request returned the same normalized facts.
+
+These are exploratory first/warm calls, not an optimization pair. The frozen
+runtime source is `28c84e78cf2fbfde4aceed345b773c59eb889f68`, with production
+source bytes verified equal to main f254 at baseline acquisition. Its compiled
+file-table digest is
+`5332dda13981f043e146b3601ebec1f380d9f698280ca53d75786b638a912e11`;
+the receipt is not relabeled as a newer build.
+
+The candidate adds explicit MCP `detail: "summary"` and retained pool pages.
+Omitted/complete requests and the CLI preserve the old complete path. Analysis,
+ABI selection and original Evidence stay intact. Summary retains target/libapp
+identity, exact nullable snapshot observations, lower bounds, returned counts,
+coverage and limitations. Pages preserve original string order and source
+coverage without rescanning. No engine cache, provider protocol or third-party
+plugin API is introduced.
+
+Follow-up measurements must compare identical selected facts, portable old
+Evidence and actual model tasks. Reply bytes do not establish token or latency
+improvements. Whole-scope final counters remain unknown if their cgroup has
+disappeared, even when the narrower payload-exit observation is verified.
+Raw records, binaries and model traces stay in the private lab outside Git.
+Heavy work remains serial under the unchanged one-CPU, 3 GiB early-stop / 4 GiB
+hard memory, no-swap and host-availability guards.
+
+## Main advanced during the experiment
+
+Main subsequently advanced to `a2d8b94dd50dab8d966239dd63ab84718aa8b4b4`,
+adding native Fiddler SAZ parsing. Its web-network capture contract already
+offers opt-in summary and retained capture pages, archive-member coordinates
+and exact exposed encoded bytes. It decodes all records before ordinal
+selection and rejects malformed/oversized inputs without partial success.
+Measure real public SAZ artifacts using these controls before adding another
+API or changing decoding or credential-redaction semantics. SAZ performance
+remains unverified in this Flutter continuation.
+
+The Flutter cohorts keep their original frozen runtime; subsequent integration
+onto this newer main does not relabel earlier measurement receipts.
+
+Main advanced again to `bb154d106` during CI, adding retained aioquic 1.5.0
+qlog 0.3 JSON parsing and qlog views. The existing capture summary/page path
+already applies. Qlog's trace-scoped STREAM interval unions and endpoint loss
+declarations have separate semantics: they do not recover bodies, prove network
+loss or establish PCAP correlation. Measure genuine supported recordings and
+existing retained views before adding delivery or caching. Other qlog layouts
+and qlog performance remain unverified in the Flutter experiment. Shared-view
+integration is checked after rebasing; earlier runtime receipts remain pinned.

experiments/analysis-efficiency/measure.mjs

@@ -28,6 +28,7 @@ const { values } = parseArgs({
     "javascript-question": { type: "string", default: "inventory" },
     "managed-question": { type: "string", default: "inventory" },
     schemas: { type: "string", default: "default" },
+    "sqlite-selection": { type: "string", default: "all" },
   },
 });
 if (
@@ -43,6 +44,11 @@ if (
   ) ||
   !["inventory", "selected"].includes(values["javascript-question"]) ||
   !["default", "selected"].includes(values.schemas) ||
+  !["all", "columns"].includes(values["sqlite-selection"]) ||
+  (values.artifact !== "qgis-world-map.gpkg" &&
+    values["sqlite-selection"] !== "all") ||
+  (values.artifact === "qgis-world-map.gpkg" &&
+    values.delivery !== "complete") ||
   !["inventory", "identity"].includes(values["managed-question"]) ||
   (!["sharex.dll", "sharex.helpers.dll"].includes(values.artifact) &&
     values["managed-question"] !== "inventory") ||
@@ -518,6 +524,54 @@ const inspectEvmTarget = async () => {
 };
 
 const workflows = {
+  "qgis-world-map.gpkg": async () => {
+    const columns = ["fid", "NAME", "ISO_A3"];
+    const input = {
+      path: values.path,
+      table: "countries",
+      row_limit: 1,
+      ...(values["sqlite-selection"] === "columns" ? { columns } : {}),
+    };
+    const definition = catalogDefinitions.get("inspect_sqlite_database");
+    if (
+      definition === undefined ||
+      !new Ajv2020({ strict: false, validateFormats: false }).validate(
+        definition.inputSchema,
+        input,
+      )
+    )
+      throw new Error(
+        "Selected SQLite request is not advertised by this runtime",
+      );
+    const inspected = await call("inspect_sqlite_database", input);
+    const report = normalized(inspected);
+    if (report.rows === null || report.rows.table !== "countries")
+      throw new Error("Runtime returned no selected country sample");
+    const indexes = columns.map((column) => {
+      const index = report.rows.columns.indexOf(column);
+      if (index < 0)
+        throw new Error(`Missing requested SQLite column ${column}`);
+      return index;
+    });
+    return {
+      artifact_sha256: targetSha(inspected),
+      artifact: report.artifact,
+      wal: report.wal,
+      engine: report.engine,
+      database_encoding: report.database_encoding,
+      schema: report.schema,
+      rows: {
+        ...report.rows,
+        columns,
+        values: report.rows.values.map((row) =>
+          indexes.map((index) => row[index]),
+        ),
+      },
+      producer_limitations: report.limitations,
+      limitations: inspected.limitations,
+      evidence_ids: [inspected.evidence_id],
+    };
+  },
   "obsidian.asar": async () => {
     if (values["javascript-question"] === "selected") {
       const inspected = await call("analyze_javascript_application", {
@@ -666,7 +720,40 @@ const workflows = {
     }
   },
   "newpipe.apk": async () => {
-    const pkg = await call("inspect_android_package", { path: values.path });
+    const packageInput = {
+      path: values.path,
+      ...(values.delivery === "summary" ? { detail: "summary" } : {}),
+    };
+    const definition = catalogDefinitions.get("inspect_android_package");
+    if (
+      definition === undefined ||
+      !new Ajv2020({ strict: false, validateFormats: false }).validate(
+        definition.inputSchema,
+        packageInput,
+      )
+    )
+      throw new Error(
+        "Selected Android delivery is not advertised by this runtime",
+      );
+    const pkg = await call("inspect_android_package", packageInput);
+    const result = normalized(pkg);
+    const report = values.delivery === "summary" ? result.summary : result;
+    if (
+      values.delivery === "summary" &&
+      (result.kind !== "summary" ||
+        result.parent_operation !== "inspect_android_package")
+    )
+      throw new Error("Runtime returned no retained Android package summary");
+    const { manifest, ...declarations } = report;
+    const manifestObservation =
+      values.delivery === "summary"
+        ? manifest
+        : {
+            status: manifest.status,
+            reported_total_bytes: manifest.reported_total_bytes,
+            text_code_units: manifest.text.length,
+            text_included: false,
+          };
     const found = await call("search_android_classes", {
       path: values.path,
       query: "MainActivity",
@@ -677,9 +764,12 @@ const workflows = {
     });
     return {
       artifact_sha256: targetSha(pkg),
-      package_name: normalized(pkg).package_name,
-      version_name: normalized(pkg).version_name,
-      version_code: normalized(pkg).version_code,
+      package_name: report.package_name,
+      version_name: report.version_name,
+      version_code: report.version_code,
+      package_declarations: declarations,
+      manifest_observation: manifestObservation,
+      package_limitations: pkg.limitations,
       matches: normalized(found).matches,
       coverage: normalized(found).coverage,
       onCreate: normalized(cls).methods.filter(
@@ -690,6 +780,54 @@ const workflows = {
   },
   "sharex.dll": inspectManagedTarget,
   "sharex.helpers.dll": inspectManagedTarget,
+  "localsend-arm64.apk": async () => {
+    const input = {
+      path: values.path,
+      ...(values.delivery === "summary" ? { detail: "summary" } : {}),
+    };
+    const definition = catalogDefinitions.get("inspect_dart_aot");
+    if (
+      definition === undefined ||
+      !new Ajv2020({ strict: false, validateFormats: false }).validate(
+        definition.inputSchema,
+        input,
+      )
+    )
+      throw new Error(
+        "Selected Dart AOT delivery is not advertised by this runtime",
+      );
+    const inspected = await call("inspect_dart_aot", input);
+    const result = normalized(inspected);
+    if (
+      values.delivery === "summary" &&
+      (result.kind !== "summary" ||
+        result.parent_operation !== "inspect_dart_aot")
+    )
+      throw new Error("Runtime returned no retained Dart AOT summary");
+    const report = values.delivery === "summary" ? result.summary : result;
+    const { package_uris, dart_uris, class_like_tokens, ...pool } =
+      report.string_pool;
+    return {
+      artifact_sha256: targetSha(inspected),
+      target: report.target,
+      abi: report.abi,
+      libapp: report.libapp,
+      string_pool:
+        values.delivery === "summary"
+          ? pool
+          : {
+              ...pool,
+              returned_counts: {
+                package_uris: package_uris.length,
+                dart_uris: dart_uris.length,
+                class_like_tokens: class_like_tokens.length,
+              },
+            },
+      coverage: report.coverage,
+      limitations: inspected.limitations,
+      evidence_ids: [inspected.evidence_id],
+    };
+  },
   "openwrt.bin": async () => {
     const info = await call("inspect_firmware_regions", { path: values.path });
     return {
@@ -818,6 +956,10 @@ const report = {
   )
     ? values["managed-question"]
     : null,
+  sqlite_selection:
+    values.artifact === "qgis-world-map.gpkg"
+      ? values["sqlite-selection"]
+      : null,
   provider_settings_sha256: sha(JSON.stringify(selectedProviders)),
   provider_search_path_sha256: sha(
     selectedProviders.PATH ?? process.env.PATH ?? "",

experiments/analysis-efficiency/model-context.md

@@ -0,0 +1,209 @@
+# Observe the client boundary before claiming token savings
+
+Continues [#2016](https://github.com/morluto/rea/issues/2016) after the managed
+summary [PR #2413](https://github.com/morluto/rea/pull/2413) merged as
+`82cfcee19f18b0eeae9a330ba04e0411cdf85225`. That opt-in view has verified smaller
+delivery and complete-default migration, while its original real-model cohort
+does not establish token savings. This follow-up measures why raw reply bytes
+and aggregate model usage cannot be treated as interchangeable observations.
+
+## Concrete diagnostic observation
+
+An individual real Codex CLI 0.161.0 control uses frozen runtime
+`ae8051302b5834322fa00cfa31c968ae74ab6ed9`, the unchanged ShareX identity question,
+requested `gpt-5.6-terra` high and the same two enabled REA tools. A private
+diagnostic copy removes the original runner's explicit `--ephemeral` flag.
+Authentication/profile cleanup still runs; only selected tool/usage items are
+retained after filtering the owned rollout. Its source rollout SHA-256 is
+`d4df41d6187880d177f00b7533d85ad032c9c4ec502a39e7d5a566180e10461b` and the retained
+filtered-item SHA-256 is
+`0d5b4fb67c5674d1ba14ac32ae37e9a72b0368f4d9f5f9f81eb4d13193cda260`.
+The original whole-copy is removed; account metadata, world state, messages and
+internal passthrough are not retained in the filtered receipt.
+
+Despite the requested `direct` configuration label, the observed client uses
+three JavaScript `exec` calls. First it filters `ALL_TOOLS` with a broad
+`/REA|reverse|artifact|managed|assembly|metadata/i` expression and prints matching
+metadata. The client reports truncation of a 164,005-token original output.
+This is the client's output measurement, not billed input or a complete inventory.
+Next it invokes complete managed inspection but selects requested normalized
+identity/classification fields before printing. Finally it invokes native-boundary
+inspection and prints selected fields. The actual original complete MCP replies
+remain available in the separate public-event transcript.
+
+The persisted custom-tool output values are 41,704 / 2,154 / 13,489 UTF-8 bytes.
+These are the serialized recorded output **values**, not raw wire bytes or exact
+submitted model requests. The trace reports four per-response usage observations:
+
+| Response |  Input | Cached input | Output |
+| -------- | -----: | -----------: | -----: |
+| 1        | 10,400 |            0 |    132 |
+| 2        | 19,992 |        9,984 |    456 |
+| 3        | 21,242 |       19,200 |    251 |
+| 4        | 24,799 |       20,224 |  1,535 |
+
+Their totals match public turn usage: 76,433 input, 49,408 cached, 27,025 uncached
+and 2,374 output, with 61.436 seconds observed wall time. Two MCP calls alone do
+not describe the client's discovery/execution rounds. This proves the observed
+control can project a complete result before printing it; it does not establish
+that every earlier control/candidate did the same, or attribute every token
+difference to discovery. The earlier `direct` label specifies requested client
+configuration, not a verified absence of an executor.
+
+Initial transcript-capture attempts retained empty source lists because the
+original runner intentionally passed `--ephemeral`. A first private flag-removal
+edit missed its newline and failed; that candidate remains an unsuccessful
+capture attempt. The later corrected control is an individual diagnostic,
+not a comparable pair with that candidate. Other exploratory aggregates remain
+private and are not silently folded into the original four-trial cohort.
+
+## Reproducible optional capture
+
+`agent-trial.py --capture-tool-context` omits `--ephemeral` only for that explicitly
+selected temporary trial. Its default is unchanged. The profile still disappears
+in `finally`, including when capture fails. The capture reads only its owned
+`sessions/*.jsonl` records, rejects symlink sources, and retains:
+
+- Custom/function tool calls and replies, preserving call IDs and exact values.
+- Per-response token counts and cumulative counts, with original response IDs.
+- Client token-count events, retaining explicit unknown `info: null`.
+
+It excludes session/account metadata, world state, user/developer messages,
+encrypted reasoning, internal passthrough and unknown nested usage fields. It
+does not copy authentication, configuration or the ambient environment. Receipts
+record source/retained digests, event counts, malformed-line failures and missing
+rollouts as unavailable. Capture is an observation of persisted client items,
+not proof of the exact request accepted by a remote model service.
+
+Run the same frozen runtime, question, tool selection and capture mode on both
+sides. Preserve source/settings hashes and separate requested versus observed
+behavior. Use the existing resource wrapper with unchanged one CPU, 4 GiB hard
+memory, 3 GiB early-stop, no swap and task/host safeguards. Final physical counters
+remain unknown when transient cgroups disappear; this instrumentation does not
+repair that measurement limitation.
+
+The focused Python tests run through the existing CI `test:python` gate.
+They cover account/ambient exclusion while preserving caller data, malformed and
+missing records, foreign symlinks, and capture failure without copied-credential
+leakage. The cleanup test simulates a CLI and establishes only cleanup semantics;
+it is not real-model/provider evidence.
+
+## An explicit discovery-guidance experiment
+
+`--guide-enabled-tools` is another opt-in experiment flag. It requires a nonempty
+`--enabled-tools` list and adds the exact corresponding `mcp__rea__...` function
+names to the temporary developer instructions, requesting only exact-name
+metadata discovery. It preserves the analyst question, operation order, tool
+selection and provider inputs. The default instruction is unchanged. Missing or
+invalid selected tools fail before creating an output/profile. The test gate
+also verifies the new prerequisite without acquiring a profile.
+
+Compare guided and unguided runs on the **same** frozen REA runtime with matching
+capture mode and requested facts. A smaller discovery response or additional
+hint is not itself a task/token success: grade answers, count all response usage,
+preserve failed/truncated runs and repeat both orders before recommending this
+guidance. This is a caller-side experiment, not a new REA tool or provider preset.
+
+## First committed capture pair
+
+Checkpoint `9ebdcc458c399b9bdecaaca2ef47422888231181` runs the unchanged question
+against frozen control `ae8051302b5834322fa00cfa31c968ae74ab6ed9` and candidate
+`8bc1601ca51e417ca472d90ea0367e9418a1a0f2`, both with capture enabled and no tool
+guidance. Both captures succeed with 10 retained events, unchanged source bytes,
+removed profiles, two successful MCP calls and passing selected factual checks.
+Full grader gates remain false because final physical resource counters are
+unavailable; factual subsets do not override that limitation.
+
+| Side              |  Input | Cached | Uncached | Output | Wall seconds |
+| ----------------- | -----: | -----: | -------: | -----: | -----------: |
+| Complete control  | 52,656 | 27,136 |   25,520 |  2,015 |       57.736 |
+| Summary candidate | 56,655 | 29,184 |   27,471 |  1,534 |       55.055 |
+
+Both clients make two executor calls and three response-usage observations.
+First they print broad discovered metadata, with truncation. Then each executor
+sequentially performs both MCP operations, preserving selected-target dependency
+order. The control prints a 2,086-byte output value; the candidate prints 22,770
+bytes. Their discovery output values are 41,723 and 41,675 bytes. These are
+recorded serialized values and remain distinct from raw MCP envelopes, billed
+tokens and exact submitted requests. Both requested modes are `direct`; the
+actual executor use is separately observed.
+
+The candidate's smaller raw metadata reply does not result in a smaller printed
+client value in this pair. Candidate input/uncached tokens remain higher. The
+observed projection and round counts are useful constraints for the next
+experiment; this one pair does not attribute all usage differences to either
+formatting or discovery, or establish a reliable speedup.
+
+## Same-runtime guided discovery, repeated in both orders
+
+Checkpoint `e20bd0e2a905f06bc8c56fe04b0e61f3da88636a` runs four actual Codex trials
+in unguided/guided/guided/unguided order. All use the **same** frozen candidate
+runtime, artifact, original question, requested model/reasoning, two selected
+tools, provider settings and capture mode. Only the explicit discovery-guidance
+treatment changes. Every trial selects artifact summary and makes the same two
+successful MCP calls in dependency order; source bytes stay unchanged, captures
+succeed and profiles are removed.
+
+| Trial      |   Input | Cached | Uncached | Output | Seconds | Observed responses |
+| ---------- | ------: | -----: | -------: | -----: | ------: | -----------------: |
+| Unguided 1 |  77,251 | 50,432 |   26,819 |  1,931 |  62.066 |                  4 |
+| Guided 1   |  39,175 | 23,040 |   16,135 |  1,763 |  55.658 |                  3 |
+| Guided 2   |  58,336 | 38,144 |   20,192 |  1,626 |  50.685 |                  4 |
+| Unguided 2 | 103,301 | 72,704 |   30,597 |  1,983 |  60.336 |                  5 |
+
+Both guided discovery output values repeat at 12,336 bytes without truncation,
+versus 41,709 bytes with truncation on both unguided trials. The recorded
+executor/output usage explains observable discovery and round differences; it
+does not certify exact remote request contents or attribute every token to the
+hint. CPU samples are 6.303–6.554 seconds and peak family memory 684,519,424–
+712,028,160 bytes, with no guard abort. Final resource counters remain unknown.
+These samples do not establish a memory or CPU improvement.
+
+Unguided 1 omits `classification.container` and fails the selected factual gate;
+it is not a fully acceptable comparison answer. Guided 1 and Unguided 2 pass
+that gate. Guided 2 initially fails exact coverage-object equality because it
+adds `module_ref_count: 0` and `pinvoke_import_count: 0` to the explicitly named
+native scope. Both numbers exactly match the producer's returned arrays. The
+grader now explicitly verifies only these two known additional counts, including
+integer type, while still requiring all original coverage facts. Unknown extra
+claims, conflicting aliases, wrong counts, boolean/string counts and omitted
+issues continue to fail. Source coverage remains unchanged; returned-row counts
+do not establish global absence. Original failure receipts remain preserved;
+the regrade separately records its new source hash. Guided 2 then passes selected
+facts, but every **full** gate still fails unknown final physical resource checks.
+
+The second comparison has two factually acceptable answers: observed guided input
+falls about 43.5%, uncached input about 34.0%, and wall time about 16.0%. The first
+comparison has an incomplete unguided answer and is reported without counting it
+as equivalent completed work. Two trials per treatment on one question/application
+remain a preliminary signal, not a general default recommendation. The hint stays
+opt-in; wider questions/domains, count/coverage representation and client round
+behavior need further verification before promoting it into general guidance.
+
+## Real Android follow-up: the primary outcomes are mixed
+
+Checkpoint `22834c7d73056e2480b426848f58c31af0c307bc` checks the pinned real
+NewPipe 0.29.1 APK using actual configured JADX 0.7.1/Java, the original Android
+question and the same frozen candidate runtime. First a fresh SDK workflow
+validates three live advertised operations and produces the comparison facts:
+package/version identity, every case-sensitive MainActivity match and all
+reported onCreate entries, preserving signatures, overload indices and null DEX
+descriptors. It takes 26.961 seconds; the owned scope samples 1,234,735,104 bytes.
+
+Both subsequent actual Codex trials use the same three selected tool names,
+capture mode, model/reasoning, question and provider settings. Only discovery
+guidance changes. Each makes three successful MCP calls and five observed model
+responses, passes selected facts against the fresh actual producer, preserves
+source bytes and removes its temporary profile. No APK execution is requested.
+
+| Trial    |  Input | Cached | Uncached | Output | Wall seconds | Sampled peak bytes |
+| -------- | -----: | -----: | -------: | -----: | -----------: | -----------------: |
+| Unguided | 99,913 | 80,640 |   19,273 |  1,527 |       66.797 |      1,405,829,120 |
+| Guided   | 89,220 | 62,464 |   26,756 |  2,142 |       76.936 |      1,345,576,960 |
+
+Total input falls about 10.7%, but uncached input increases and wall time is
+longer. One pair does not demonstrate improved Android performance or memory.
+No guard abort occurs; final counters remain unknown and full resource gates
+remain false. This second domain is a concrete counterexample to generalizing
+the favorable managed comparison. Keep both flags optional and continue
+task-specific experiments before changing installed/default agent guidance.

experiments/analysis-efficiency/process-trace-validation.md

@@ -0,0 +1,113 @@
+# Process trace validation
+
+A 6,000-event directed cycle previously overflowed the JavaScript stack inside
+the schema refinement. Cycle detection now uses iterative topological traversal.
+Cyclic inputs retain independent declaration diagnostics without expanding all
+event pairs. Unordered declarations retain group membership, with one diagnostic
+per overlapping or conflicting group, instead of allocating a pair set and
+repeating the same error for every pair.
+
+A unique topological order proves that every event pair is ordered, allowing
+rank comparisons without retaining transitive closure. Other acyclic graphs
+retain only one origin's forward and backward reachability sets at a time.
+Complete pair validation preserves the missing count and first declaration-order
+missing pair. General partial orders still require quadratic pair examination
+and repeated graph traversal; they trade CPU time for bounded retained state.
+
+## Initial cycle fix comparison
+
+Flameox ran three randomized paired blocks (seed 917), each limited to 20 seconds
+and 512 MiB. Node 24.18.0 used a 384-MiB old-space limit on macOS arm64. Each
+process validated the same 2,500-event acyclic chain four times, then checked the
+known 6,000-event cycle failure with per-event not-before constraints and one
+unordered group containing every event. All six executions passed the embedded answer
+digest and expected rejection checks.
+
+The baseline source is from `bb540826d`; the candidate is the initial cycle fix
+in `10935b7b1`, which still memoized reachability sets for every queried origin.
+Both modules had TypeScript annotations removed with Node's identical built-in
+transform and used the same copied runtime dependencies. This isolates schema
+validation rather than comparing complete packaged CLI/MCP processes.
+
+| Median measurement                           | Baseline | Candidate |
+| -------------------------------------------- | -------: | --------: |
+| First validation elapsed milliseconds        |   335.80 |    177.25 |
+| Warm validation elapsed milliseconds         |   313.36 |    165.23 |
+| First validation CPU milliseconds            |   366.85 |    218.39 |
+| Warm validation CPU milliseconds             |   335.32 |    194.08 |
+| Whole-process elapsed milliseconds           | 1,344.13 |    787.00 |
+| Process CPU milliseconds before final report | 1,457.67 |    941.05 |
+| Peak process-family MiB                      |   328.36 |    395.52 |
+
+The input is identical: 233,095 JSON bytes, estimated at 77,010 tokens by tokenx
+1.3.0. The valid parsed result digest is
+`28bd99ce83f0da8e45600ef20f114cb52bb26b5f5e6bfc1601ca3e712eaf3147`.
+Actual agent tokens, catalog injection, transport, model reasoning and provider
+costs were not measured. This is a component measurement, not an end-to-end
+investigation speed claim.
+
+First validation excludes module import and fixture preparation; warm runs reuse
+the process but create fresh per-validation graph state. Whole-process elapsed
+includes startup, imports, all four validations, the cyclic-input check, token
+estimation and reporting. CPU includes startup through metrics publication;
+peak RSS covers the complete single-process workload, with no children. Host
+caches were not flushed. Peak memory increased in this cohort. Its retained
+valid-order closure still required quadratic memory, prompting the follow-up.
+Three pairs describe this fixture only.
+
+Preserved Flameox evidence:
+`d6211639446e8b6ec2e82636913eaf471def96673e28f03e9c7f98bec07f8e13`;
+analysis `e663b6bd8f5693975542d5b5e2b18437b3c167a0be939bb7386eb68549936231`.
+An earlier cohort lost modules during another checkout build; its three failed
+executions and timing results are excluded. The successful cohort uses an
+isolated runtime copy. Source-module SHA-256 values are
+`a7729faa2183b0e493b9ac4fc55f6feaee5b2e5294be13d1b29b57a44b899788`
+(baseline) and `725409ce84902125941251037a8a214ccc3c1eec577e484c164c361ca580d693`
+(candidate).
+
+## Bounded retention follow-up
+
+Flameox compared `10935b7b1` with the rank/streaming implementation in three
+randomized paired blocks (seed 624), under the same host, Node, heap, memory and
+20-second execution bounds. Each execution validated the chain above four times,
+then a 1,200-event partial order with 600 unordered two-event layers and all four
+edges between consecutive layers four times, then the same cyclic failure.
+All six executions passed both parsed-answer digests and the cycle diagnostic.
+Runtime dependencies were copied and isolated from concurrent checkout builds.
+
+| Median measurement                       | Memoized closure | Rank/streaming |
+| ---------------------------------------- | ---------------: | -------------: |
+| Chain first elapsed milliseconds         |           166.11 |          11.37 |
+| Chain warm elapsed milliseconds          |           154.25 |           5.32 |
+| Chain first CPU milliseconds             |           210.13 |          24.38 |
+| Chain warm CPU milliseconds              |           184.76 |          16.84 |
+| Partial order first elapsed milliseconds |            49.44 |         116.54 |
+| Partial order warm elapsed milliseconds  |            50.67 |         110.29 |
+| Partial order first CPU milliseconds     |            72.47 |         137.69 |
+| Partial order warm CPU milliseconds      |            70.65 |         121.77 |
+| Capture process elapsed milliseconds     |           901.24 |         557.30 |
+| Process CPU milliseconds before report   |         1,101.12 |         665.03 |
+| Peak process-family MiB                  |           391.13 |         127.72 |
+
+First samples exclude module import and fixture preparation. Partial-order first
+samples follow four chain validations, so they are first use of that fixture
+within an already running process. Warm medians pool the three subsequent samples
+from each of three processes. CPU and peak RSS cover the combined workload;
+capture elapsed additionally includes Flameox capture startup and overhead.
+Host caches were not flushed. The partial-order fixture is slower after this
+change; these results establish a retention tradeoff, not universal acceleration.
+
+The partial-order input is 165,590 JSON bytes, estimated at 52,783 tokens by tokenx
+1.3.0; its parsed-answer SHA-256 is
+`41d06e593813e497221c36793bf00d5fece7055081895b5f6c123ba6ad9a8227`.
+Chain bytes, token estimate and answer digest remain unchanged. Actual agent
+tokens, transport, catalog injection, model reasoning and provider costs remain
+unmeasured. Both cohorts are component measurements, not complete investigations.
+
+Preserved evidence:
+`e29086af99afd8e67cbbd92e43d960ea40f73b4d318ea0cbca60f493575462b8`;
+analysis `086133516f2acf031032d357a3ddb1ac611ce4f12556a24065a2becd567c5f7b`.
+The baseline module SHA-256 is
+`725409ce84902125941251037a8a214ccc3c1eec577e484c164c361ca580d693`;
+the candidate module SHA-256 is
+`2109f1096406e9ecac8bbf4f7ae8abb5113404790a9382487285d2831fcddf26`.

experiments/analysis-efficiency/questions/flutter-aot.txt

@@ -0,0 +1 @@
+Statically inspect the shipped Flutter APK at {{artifact_path}} using only the registered REA inspect_dart_aot tool. Use its default ABI selection. Report target identity, chosen ABI, every libapp ELF/snapshot field exactly as reported including null, original string-pool coverage, all three counts ending in _at_least, printable_run_count, and returned_counts for package_uris, dart_uris and class_like_tokens. Compute returned_counts from the returned arrays if needed. Preserve original overall coverage and producer limitations exactly, including order. Counts ending in _at_least are lower bounds and class-like tokens are byte-pattern observations, not recovered typed classes. Do not return individual strings or infer Dart SDK versions, class semantics, runtime behavior or complete inventory. Final answer must be JSON with artifact_sha256, target, abi, libapp, string_pool, coverage, limitations, evidence_ids. Use actual response Evidence IDs. Do not execute the APK, use shell or host file tools, access the network, or call other agents. Stop when these facts are supported.

experiments/analysis-efficiency/questions/sqlite-qgis.txt

@@ -0,0 +1 @@
+Statically inspect the supplied QGIS world-map GeoPackage at {{artifact_path}} using only the registered REA inspect_sqlite_database tool. Select the ordinary countries table with row_limit 1 and its default selected_table schema scope. Report the complete returned schema exactly as reported, including SQL, every declared column, indexes, views, triggers, completeness and explicit nulls. For the one returned sample, report only fid, NAME and ISO_A3 in that order, preserving the original tagged SQLite cells exactly: decimal integer strings, text values with bytes_hex and encoding, and SQL null. Preserve row_limit, returned_rows, truncated and order; row order is unspecified and this is not a complete country inventory. Preserve original artifact identity, wal including null, engine, database_encoding, both normalized-result producer limitations and outer Evidence limitations exactly including order. Do not return geometry blobs or unrequested sample cells, interpret boundaries/political labels as current facts, or infer missing values. Final JSON fields: artifact_sha256, artifact, wal, engine, database_encoding, schema, rows, producer_limitations, limitations, evidence_ids. Include real response Evidence IDs. Do not use shell or host file tools, network, other agents or execute QGIS. Stop once these facts are supported.

experiments/analysis-efficiency/resource-counters.md

@@ -0,0 +1,103 @@
+# Resource counters at payload completion
+
+Continues [#2016](https://github.com/morluto/rea/issues/2016) from merged main
+`4f4f6cd7b5d7a400b90772a138d7b9f942c2a556`. A transient cgroup can disappear
+before the existing supervisor reads terminal counters. Earlier reports keep
+those counters unknown; sampled zero events are not final no-OOM proof.
+
+An optional `resource-run.py --observe-payload-exit -- COMMAND...` adds one small
+observer inside the same owned scope. It waits for the direct payload, records
+kernel `memory.peak`, CPU and memory/task events, and reports remaining processes
+before acknowledging completion to the outer supervisor. The observer remains
+alive until receipt acknowledgement, bounded by the existing ten-second cleanup
+interval. Payload stdio and process exit status remain observable.
+
+The receipt phase is **payload-exited-observer-alive**. The supervisor validates
+the owned-unit token, numeric fields, cgroup identity, live observer membership,
+payload exit status and absence of additional processes before marking that
+observation verified. Wrong-owner, malformed, missing or inconsistent receipts
+stay unknown; lingering actors stay explicit and cannot certify cleanup.
+Unexpected metadata is omitted rather than copying an inherited environment.
+
+This is not a final whole-scope counter: the observer still has to exit. Existing
+`resource_events_final` and `resource_counters_verified` retain their original
+meaning and unknown state. The grader's existing full resource gate is unchanged.
+Earlier runs and source/runtime hashes are not relabeled. Observer CPU/memory and
+acknowledgement time are included in this new measurement mode; comparable runs
+must use the same mode. Default commands do not start an observer or add fields.
+
+One CPU, the unchanged 3 GiB early-stop/4 GiB hard ceiling, no swap, task limits
+and host-available-memory safeguards remain in force. No resource limit is raised.
+The opt-in mode requires at least two task slots for observer plus payload;
+smaller caller-selected ceilings fail before process acquisition. Default mode
+continues to accept a one-task ceiling.
+Cleanup uses the uniquely owned systemd scope, without signaling a process merely
+because a recorded PID exists. Failed scope cleanup retains the named owner.
+
+## Focused verification
+
+Five semantic Python cases cover acquisition-free capacity rejection, nonzero exit/kernel facts, missing or malformed
+receipts, wrong ownership, integer types, contradictory cleanup, lingering actors,
+foreign symlinks and exclusion of unrelated metadata. They join the existing
+Python gate; simulated receipts do not establish actual cgroup behavior.
+
+Actual Linux cgroup/systemd probes additionally verify:
+
+- Default mode keeps its receipt shape and success status.
+- Success and exit-code 3 preserve the payload outcome and verify a sole observer.
+- A bounded 16 MiB Node allocation yields a kernel peak, including work that the
+  100 ms sampler can miss.
+- A payload leaving a child reports both actors and refuses verification; the
+  supervisor retires the owned scope.
+- A caller-selected task ceiling of 4 triggers the existing task-limit early stop
+  with exit 125 and an unverified observation.
+- Interrupting a confirmed-live owned controller preserves failure and retires
+  its scope; missing completion counters are not replaced with zeros.
+
+These are metering/lifecycle probes, not a new model/provider performance claim.
+Actual REA workflows and repeated observer-overhead measurements remain necessary
+before relying on the new mode for domain comparisons. Raw receipts remain in
+the private experiment lab outside Git.
+
+## Actual REA and model observations
+
+Checkpoint `d1f2cfe76df28e6effe973123f2e19313f6d0d4b` repeats real SDK workflows
+against the unchanged frozen candidate `8bc1601ca51e417ca472d90ea0367e9418a1a0f2`
+(runtime file-table SHA-256
+`9e7380f537301bf0cfe2926f5619011af848af7c220750e75189498e65d825e1`).
+The resource supervisor changes; the compiled REA/provider algorithms do not.
+Managed pairs use default/observer/observer/default order with the same question,
+settings, two public calls and identical selected facts. Raw receipts remain
+private and new measurements do not replace historical resource unknowns.
+
+| Workflow             | SDK milliseconds | Scope seconds | Sampled peak bytes | Kernel peak at payload exit | Payload CPU microseconds |
+| -------------------- | ---------------: | ------------: | -----------------: | --------------------------: | -----------------------: |
+| Managed default 1    |        5,168.485 |        11.814 |        525,873,152 |                     unknown |                  unknown |
+| Managed observer 1   |        4,156.708 |         5.358 |        527,777,792 |                 535,724,032 |                5,195,457 |
+| Managed observer 2   |        3,810.362 |         5.056 |        538,742,784 |                 539,529,216 |                4,818,497 |
+| Managed default 2    |        4,263.993 |         5.360 |        526,032,896 |                     unknown |                  unknown |
+| SQLite WASM observer |        6,733.216 |         8.087 |        777,199,616 |                 777,199,616 |                7,830,130 |
+| NewPipe APK observer |       23,162.195 |        24.600 |      1,286,586,368 |               1,287,548,928 |               23,965,627 |
+
+The WASM and APK runs use actual configured WABT and JADX/Java. Every observer
+receipt verifies a sole remaining observer, successful payload exit and the
+expected owned group. No guard abort occurs. The initial default scope timing is
+an outlier relative to its SDK workflow and later scopes; its cause is not
+established. Two managed pairs are insufficient to characterize observer overhead
+or establish a speed/memory improvement. Kernel peak and CPU include the observer.
+
+One actual Codex CLI 0.161.0 trial uses the original managed question, exact-name
+guidance, context capture and requested `gpt-5.6-terra` high. It passes selected
+facts, preserves source bytes, removes its profile and makes three successful MCP
+calls (including an additional artifact inspection). Reported usage is 61,173
+input, 48,128 cached, 13,045 uncached and 2,678 output tokens; wall time is 125.798
+seconds. The payload-exit witness records 812,896,256 kernel peak bytes and
+8,566,029 CPU microseconds with only the observer alive and zero recorded
+memory/task limit events at that phase. This confirms the completed model/MCP
+payload boundary, not a token/time benefit or final whole-scope no-OOM proof.
+Its full existing grader remains false for unknown terminal physical counters.
+
+The subsequent review adds supervisor/helper source SHA-256 to opt-in receipts
+before process acquisition, without adding those fields to default receipts.
+This distinguishes measurement implementations independently of frozen runtime
+identity and keeps the observer's phase explicit.

experiments/analysis-efficiency/resource-run.py

@@ -1,14 +1,18 @@
 """Run one owned experiment in a bounded, transient Linux systemd scope."""
 
 import argparse
+import hashlib
 import json
 import os
 from pathlib import Path
 import subprocess
 import sys
+import tempfile
 import time
 import uuid
 
+from resource_payload import read_observation
+
 
 def available_bytes():
     for line in Path('/proc/meminfo').read_text().splitlines():
@@ -64,10 +68,14 @@ def stop_owned_scope(unit, process, group):
 def main():
     parser = argparse.ArgumentParser()
     parser.add_argument('--task-ceiling', type=int, default=192)
+    parser.add_argument('--observe-payload-exit', action='store_true',
+                        help='Observe payload-exit counters before the cgroup observer exits')
     parser.add_argument('command', nargs=argparse.REMAINDER)
     options = parser.parse_args()
     if options.task_ceiling <= 0:
         parser.error('--task-ceiling must be positive')
+    if options.observe_payload_exit and options.task_ceiling < 2:
+        parser.error('--observe-payload-exit requires capacity for the observer and payload (at least 2 tasks)')
     args = options.command
     if args and args[0] == '--':
         args = args[1:]
@@ -78,22 +86,41 @@ def main():
         raise SystemExit('Refusing experiment: less than 8 GiB available')
     unit = 'rea-efficiency-' + uuid.uuid4().hex + '.scope'
     cpu = max(os.sched_getaffinity(0))
+    receipt_root = tempfile.TemporaryDirectory(prefix='rea-payload-counters-') if options.observe_payload_exit else None
+    receipt_path = Path(receipt_root.name) / 'observation.json' if receipt_root else None
+    release_path = Path(receipt_root.name) / 'release' if receipt_root else None
+    payload = args if receipt_root is None else [
+        sys.executable, str(Path(__file__).with_name('resource_payload.py')),
+        str(receipt_path), str(release_path), unit, *args,
+    ]
     command = [
         'systemd-run', '--user', '--scope', '--unit=' + unit,
         '-p', 'MemoryMax=4G', '-p', 'MemoryHigh=3G', '-p', 'MemorySwapMax=0',
         '-p', 'CPUQuota=100%', '-p', 'TasksMax=' + str(options.task_ceiling),
-        'taskset', '-c', str(cpu), *args,
+        'taskset', '-c', str(cpu), *payload,
     ]
-    process = subprocess.Popen(command)
+    observer_sources = {
+        name: hashlib.sha256(Path(__file__).with_name(name).read_bytes()).hexdigest()
+        for name in ['resource-run.py', 'resource_payload.py']
+    } if options.observe_payload_exit else None
+    try:
+        process = subprocess.Popen(command)
+    except BaseException:
+        if receipt_root is not None:
+            receipt_root.cleanup()
+        raise
     peak = 0
     peak_tasks = 0
     events = {}
     cpu_stats = {}
     abort = None
     final_events = None
+    payload_observation = None
+    payload_group = None
+    code = None
+    group = None
     started = time.monotonic()
     try:
-        group = None
         while process.poll() is None:
             if group is None:
                 reply = subprocess.run(
@@ -104,6 +131,18 @@ def main():
                 path = reply.stdout.strip()
                 if path:
                     group = Path('/sys/fs/cgroup') / path.lstrip('/')
+            if receipt_path is not None and payload_observation is None and group is not None:
+                candidate = read_observation(receipt_path, unit)
+                if candidate is not None:
+                    payload_observation = candidate
+                    if candidate['control_group'] == str(group.relative_to('/sys/fs/cgroup')):
+                        try:
+                            actors = [int(x) for x in (group / 'cgroup.procs').read_text().splitlines()]
+                            if candidate['observer_pid'] in actors:
+                                payload_group = group
+                        except (OSError, ValueError):
+                            pass
+                    release_path.touch(exist_ok=False)
             current = group / 'memory.current' if group else None
             if current and current.exists():
                 try:
@@ -132,6 +171,8 @@ def main():
         # Read while the owned group still exists, before wait/cleanup can remove it.
         final_events = final_resource_events(group)
         code = process.wait()
+        if receipt_path is not None and payload_observation is None:
+            payload_observation = read_observation(receipt_path, unit)
     except BaseException:
         stop_owned_scope(unit, process, group)
         raise
@@ -150,7 +191,22 @@ def main():
             'resource_events_final': final_events,
             'resource_counters_verified': final_events is not None,
             'cpu_stat_last_observed': cpu_stats,
+            **({
+                'payload_resource_observation': payload_observation,
+                'payload_resource_observation_verified': (
+                    payload_observation is not None
+                    and payload_observation['payload_cleanup_verified']
+                    and payload_group is not None and abort is None
+                    and code is not None
+                    and (payload_observation['payload_exit_code'] if payload_observation['payload_exit_code'] >= 0
+                         else 128 - payload_observation['payload_exit_code']) == code
+                ),
+                'payload_observation_scope': 'Counters at payload exit while observer remains alive; not final whole-scope counters.',
+                'payload_observer_sources_sha256': observer_sources,
+            } if options.observe_payload_exit else {}),
         }), file=sys.stderr)
+        if receipt_root is not None:
+            receipt_root.cleanup()
     raise SystemExit(125 if abort else code)
 
 

experiments/analysis-efficiency/resource_payload.py

@@ -0,0 +1,114 @@
+"""Observe a finished payload while its owned cgroup observer is still alive."""
+
+import json
+import os
+from pathlib import Path
+import subprocess
+import sys
+import time
+
+
+def pairs(path):
+    values = {}
+    for line in path.read_text().splitlines():
+        name, value = line.split()
+        number = int(value)
+        if number < 0 or name in values:
+            raise ValueError('Invalid kernel counter')
+        values[name] = number
+    return values
+
+
+def snapshot(group, token, code):
+    actors = [int(line) for line in (group / 'cgroup.procs').read_text().splitlines()]
+    observer = os.getpid()
+    return {
+        'phase': 'payload-exited-observer-alive', 'ownership_token': token,
+        'payload_exit_code': code, 'observer_pid': observer,
+        'remaining_processes': actors, 'payload_cleanup_verified': actors == [observer],
+        'resource_events': {name: pairs(group / name)
+                            for name in ['memory.events', 'pids.events']},
+        'cpu_stat': pairs(group / 'cpu.stat'),
+        'memory_peak_bytes': int((group / 'memory.peak').read_text()),
+        'control_group': str(group.relative_to('/sys/fs/cgroup')),
+    }
+
+
+def read_observation(path, token):
+    """Validate the observer receipt; missing/malformed witnesses stay unknown."""
+    try:
+        if path.is_symlink():
+            return None
+        value = json.loads(path.read_text())
+        if not isinstance(value, dict) or value.get('ownership_token') != token:
+            return None
+        if value.get('phase') != 'payload-exited-observer-alive':
+            return None
+        if not isinstance(value.get('control_group'), str) or not value['control_group']:
+            return None
+        for name in ['payload_exit_code', 'observer_pid', 'memory_peak_bytes']:
+            if type(value.get(name)) is not int:
+                return None
+        if value['observer_pid'] <= 0 or value['memory_peak_bytes'] < 0:
+            return None
+        actors = value.get('remaining_processes')
+        if not isinstance(actors, list) or any(type(x) is not int or x <= 0 for x in actors):
+            return None
+        if type(value.get('payload_cleanup_verified')) is not bool:
+            return None
+        if value['payload_cleanup_verified'] != (actors == [value['observer_pid']]):
+            return None
+        required = {'memory.events': ['high', 'max', 'oom', 'oom_kill'],
+                    'pids.events': ['max']}
+        events = value.get('resource_events')
+        if not isinstance(events, dict):
+            return None
+        for name, keys in required.items():
+            record = events.get(name)
+            if not isinstance(record, dict) or any(key not in record for key in keys):
+                return None
+            if any(type(x) is not int or x < 0 for x in record.values()):
+                return None
+        cpu = value.get('cpu_stat')
+        if not isinstance(cpu, dict) or 'usage_usec' not in cpu:
+            return None
+        if any(type(x) is not int or x < 0 for x in cpu.values()):
+            return None
+        names = ['phase', 'ownership_token', 'payload_exit_code', 'observer_pid',
+                 'remaining_processes', 'payload_cleanup_verified',
+                 'cpu_stat', 'memory_peak_bytes', 'control_group']
+        return {**{name: value[name] for name in names},
+                'resource_events': {name: events[name] for name in required}}
+    except (OSError, ValueError, TypeError):
+        return None
+
+
+def main():
+    output, release, token = Path(sys.argv[1]), Path(sys.argv[2]), sys.argv[3]
+    command = sys.argv[4:]
+    if not command:
+        raise SystemExit('Missing explicit payload command')
+    child = subprocess.Popen(command)
+    code = child.wait()
+    paths = [line[3:] for line in Path('/proc/self/cgroup').read_text().splitlines()
+             if line.startswith('0::')]
+    try:
+        if len(paths) != 1:
+            raise ValueError('Expected one unified cgroup')
+        group = Path('/sys/fs/cgroup') / paths[0].lstrip('/')
+        observation = snapshot(group, token, code)
+        with os.fdopen(os.open(output, os.O_WRONLY | os.O_CREAT | os.O_EXCL, 0o600),
+                       'w') as file:
+            json.dump(observation, file)
+        # Keep the owner alive until its supervisor acknowledges the receipt.
+        # Bound a broken supervisor by the existing ten-second cleanup interval.
+        deadline = time.monotonic() + 10
+        while not release.exists() and time.monotonic() < deadline:
+            time.sleep(0.02)
+    except (OSError, ValueError) as error:
+        print('Payload counter observation unavailable: ' + type(error).__name__, file=sys.stderr)
+    raise SystemExit(code if code >= 0 else 128 - code)
+
+
+if __name__ == '__main__':
+    main()

experiments/analysis-efficiency/review-model.py

@@ -52,9 +52,24 @@ def named_scope(value, names):
     return {'conflicting_reported_scopes': selected}
 
 
+def scope_with_verified_counts(value, expected_scope, returned_counts):
+    """Validate explicit extra row counts; never erase unknown or conflicting facts."""
+    if not isinstance(value, dict):
+        return value, {}
+    scope = dict(value)
+    checks = {}
+    for name, expected in returned_counts.items():
+        if name in scope:
+            reported = scope[name]
+            checks[name] = type(reported) is int and reported == expected
+            if name not in expected_scope:
+                del scope[name]
+    return scope, checks
+
+
 def main():
     parser = argparse.ArgumentParser()
-    parser.add_argument('--domain', choices=['wasm', 'evm', 'android', 'managed', 'managed-nonempty', 'firmware', 'inventory', 'javascript', 'native', 'browser'], required=True)
+    parser.add_argument('--domain', choices=['wasm', 'evm', 'android', 'flutter-aot', 'sqlite', 'managed', 'managed-nonempty', 'firmware', 'inventory', 'javascript', 'native', 'browser'], required=True)
     parser.add_argument('--trial', type=Path, required=True)
     parser.add_argument('--reference', type=Path)
     parser.add_argument('--resource-log', type=Path, required=True)
@@ -118,6 +133,14 @@ def main():
         for key, expected in {'artifact_bytes': n['artifact']['bytes'], 'bytecode_sha256': n['bytecode']['sha256'], 'bytecode_bytes': n['bytecode']['bytes'], 'functions': n['functions'], 'evidence_kind': n['evidence_kind'], 'discovery_completeness': n['discovery_completeness'], 'runtime_execution': n['runtime_execution'], 'bytecode_kind': n['bytecode']['kind'], 'hardfork': n['bytecode']['hardfork'], 'deployment_authenticity': n['bytecode']['deployment_authenticity']}.items():
             check(key, answer.get(key), expected)
         check('evm_original_limitations', answer.get('limitations'), n['limitations'])
+    elif domain == 'sqlite':
+        for key in ['artifact', 'wal', 'engine', 'database_encoding', 'schema', 'rows', 'producer_limitations', 'limitations']:
+            # Missing is not SQL/JSON null; booleans are not numeric counters.
+            check(key, (key in answer, json.dumps(answer.get(key), sort_keys=True)),
+                  (True, json.dumps(reference[key], sort_keys=True)))
+    elif domain == 'flutter-aot':
+        for key in ['target', 'abi', 'libapp', 'string_pool', 'coverage', 'limitations']:
+            check(key, answer.get(key), reference[key])
     elif domain == 'android':
         for key in ['package_name', 'version_name', 'version_code', 'matches']:
             check(key, answer.get(key), reference[key])
@@ -134,7 +157,13 @@ def main():
         for key in ['module_refs', 'pinvoke_imports']:
             check(key, answer.get('native_boundaries', {}).get(key), reference['boundaries'][key])
         check('artifact_coverage', named_scope(answer.get('coverage'), ['artifact', 'managed_artifact', 'managed_metadata']), n['coverage'])
-        check('native_boundaries_coverage', named_scope(answer.get('coverage'), ['native_boundaries', 'native_boundary_declarations']), reference['boundaries']['coverage'])
+        boundary_scope, counts = scope_with_verified_counts(
+            named_scope(answer.get('coverage'), ['native_boundaries', 'native_boundary_declarations']),
+            reference['boundaries']['coverage'],
+            {'module_ref_count': len(reference['boundaries']['module_refs']),
+             'pinvoke_import_count': len(reference['boundaries']['pinvoke_imports'])})
+        check('native_boundaries_coverage', boundary_scope, reference['boundaries']['coverage'])
+        checks.update({'native_coverage_' + name: valid for name, valid in counts.items()})
     elif domain == 'managed-nonempty':
         n = reference['boundaries']
         check('module_mvid', answer.get('module_mvid'), n['module']['mvid'])

experiments/analysis-efficiency/sqlite-existing-controls.md

@@ -0,0 +1,181 @@
+# SQLite existing-control measurements
+
+Continues [#2016](https://github.com/morluto/rea/issues/2016) after the Flutter
+lane. The measured main runtime is pinned to
+`172407787f1842dedbcd27b5385177595f786ce4`. Its only post-Flutter
+commit repairs Windows transient runtime admission (#2467); this Linux round
+does not establish Windows performance. No production/API change is proposed
+merely because another summary or cache could be added.
+
+Before PR integration, main advanced to
+`bb540826d65316c164d2de8ba4ef10f81a8ad073`. Its five intervening commits cover
+MCP archive contracts/documentation, an advertised-schema inventory test,
+pwntools cleanup identity, concurrent Mach-O slice inspection, and transient
+DMG verification retries. None changes the SQLite selector. Rebase and current
+main verification do not relabel the frozen measurements below.
+
+The committed post-format driver passes a real SDK smoke against the frozen
+runtime. After rebase, a fresh build, real all/selected-column SDK pair and docs
+check pass on the updated main. Selected facts match each other and the frozen
+runtime; artifact bytes remain unchanged. These are integration checks, not
+additional model performance pairs.
+
+## Real application data and question
+
+Use QGIS's bundled `world_map.gpkg`, unmodified from official immutable source
+commit `e1223b8e9e71fc50ee995ed556f711c54ccc101b`. `corpus.json` pins its URL,
+12,914,688-byte size, Git blob `c9ff80228dff0de93c9acdef16a97545ba360244`, and
+SHA-256 `01d293159d1b77bd9212b5252587853f61aa9e25b2387135f34afaba8d057190`.
+Streaming acquisition matches the upstream blob. The upstream resource install
+list includes `data/*`; [its README](https://github.com/qgis/QGIS/blob/e1223b8e9e71fc50ee995ed556f711c54ccc101b/resources/data/README_world_map.md)
+records data provenance. This is shipped application data, not a generated REA
+fixture. QGIS is neither installed nor executed.
+
+The source question asks for the complete returned `countries` table schema
+and one sample's `fid`, `NAME`, `ISO_A3` tagged cells, in that order. It preserves
+database/WAL identity, engine/encoding, exact original SQL and columns, integer
+strings, text bytes, nulls, row limit/count, unspecified order, truncation and
+both producer/outer limitations. It does not require geometry blobs or a full
+country inventory. Neither political labels nor the sampled ordering are
+inferred to be current or globally exhaustive.
+
+SQLite already defaults to compact schema inventory without a table, detailed
+selected-table schema with a table, and exposes exact `columns`. Selecting
+columns avoids constructing unrelated cells without changing the requested
+table schema. Thus compare existing all-visible columns against exact columns
+on the same main runtime, rather than changing an old user's default or adding
+a new delivery mechanism. Inventory scope cannot substitute for the detailed
+schema requested by this question.
+
+## Public SDK observations
+
+Frozen runtime: main `172407787f1842dedbcd27b5385177595f786ce4`, compiled
+dist/bridge file-table SHA-256
+`72a4ac6c6db491c455f3e4a798f8f52ed5850c08831e7cdc9f25c1525a5a1d11`.
+Node 24.18.0, SDK client/server 2.3.1, observed SQLite 3.53.1, WAL null. Driver,
+provider settings/search-path fingerprints, artifact and locked dependencies
+remain equal. Each workflow starts a fresh server and validates the selected
+actual advertised schema. Host page caches are not flushed.
+
+The initial default inventory returns 26 table entries, including explicit
+virtual/shadow classifications, no rows and `not_requested` column details:
+27,185 compact client-result JSON bytes. Selecting `countries` reveals eight
+columns, including a geometry blob. Its one-row full reply is 485,277 bytes.
+The selected request retains every requested declared-schema field and exact
+tagged sample values while omitting unrelated sample cells.
+
+| Trial         | Reply bytes | SDK workflow seconds | Payload CPU seconds | Kernel peak bytes |
+| ------------- | ----------: | -------------------: | ------------------: | ----------------: |
+| sdk-all-1     |     485,277 |               11.820 |              12.755 |       562,884,608 |
+| sdk-columns-1 |      18,509 |               14.017 |              13.715 |       557,510,656 |
+| sdk-columns-2 |      18,509 |               15.826 |              14.162 |       548,343,808 |
+| sdk-all-2     |     485,277 |                5.679 |               7.310 |       561,704,960 |
+
+Both pairs make one successful call, pass settings/selected-fact comparison,
+retain complete original schema and all requested typed cells, and preserve
+source bytes. Reply bytes fall about 96.2%. These observations **do not show SDK
+speed or CPU improvement**: selected workflows are slower in both pairs and
+timing varies substantially. No cause is inferred from these data. Payload CPU
+includes runner/catalog work outside the SDK workflow timer. Memory changes
+are small and do not establish a general reduction. Raw replies and the exact
+pre-format driver source are archived privately.
+
+Reproduce with `measure.mjs --artifact qgis-world-map.gpkg` and
+`--sqlite-selection all|columns`, using the same `--runtime-root`, `--revision`,
+artifact path and `--schemas selected`. `--delivery` stays `complete`; this is
+an existing request selection, not a new summary API. Original caller arguments
+and schemas remain in the private receipts. The source question is
+`questions/sqlite-qgis.txt` and the selected factual grader is
+`review-model.py --domain sqlite`.
+
+## Decision and scope
+
+The initial four actual Codex attempts never executed SQLite: the client rejected
+the tool because its private snapshot writes require approval and the isolated
+driver lacked this exact tool's approval override. Every factual grade fails;
+these are failed client attempts, not completed-task performance comparisons.
+All profiles are removed. The existing experiment-only per-tool approval list
+now includes `inspect_sqlite_database`; each corrected trial exposes only that
+exact enabled tool. REA annotations, target authority and global Codex configuration
+are unchanged. The [official configuration reference](https://learn.chatgpt.com/docs/config-file/config-reference)
+documents the per-tool override. Corrected cohorts use fresh output directories
+and retain the original failures separately.
+
+Actual repeated Codex comparisons determine the task token/time benefit before
+crediting smaller replies. An existing selector that answers the question is
+evidence against adding another production mechanism. Keep negative outcomes
+and unavailable coverage, including failure/retry costs and profile cleanup.
+
+Four corrected serial trials use Codex CLI 0.161.0, requested `gpt-5.6-terra`
+high, one enabled tool, identical owned context/discovery capture, and the same
+frozen main runtime. The requested alias is not a verified server-resolved model.
+Equal treatment instructions select the existing all-visible or exact-column
+request; the source question and requested schema/sample facts stay fixed.
+
+| Corrected trial          |  Input | Cached | Uncached | Output | Seconds | MCP calls | Facts |
+| ------------------------ | -----: | -----: | -------: | -----: | ------: | --------: | ----- |
+| approved-model-all-1     | 88,131 | 52,480 |   35,651 |  3,369 |  84.007 |         2 | pass  |
+| approved-model-columns-1 | 37,340 | 20,992 |   16,348 |  3,006 |  87.514 |         1 | pass  |
+| approved-model-columns-2 | 56,148 | 36,096 |   20,052 |  3,298 |  97.466 |         2 | pass  |
+| approved-model-all-2     | 88,340 | 52,480 |   35,860 |  3,084 | 113.847 |         2 | pass  |
+
+Both pairs pass every selected producer fact, exact SQL/schema/null/tagged
+cells, observed response Evidence IDs, target-byte preservation and profile
+cleanup. The grader checks producer observations, not independent geometry
+semantics. Actual events contain only the chosen MCP tool and agent messages;
+no shell or other agent execution appears. Usage is the final aggregate actually
+reported by the CLI, one usage record per trial; cached input remains included
+in total input. Output includes 853 / 357 / 523 / 664 reasoning tokens.
+
+Total input falls **57.63% / 36.44%**, uncached input **54.14% / 44.08%**.
+Time is mixed: columns are **4.17% slower** in pair 1 and **14.39% faster** in
+pair 2. Output is 10.77% lower / 6.94% higher. Repeated calls remain counted;
+pair 1 has two all-column calls versus one selected call, while pair 2 has two
+calls on both sides. This supports scoped token savings from using the existing
+selector, not a dependable speedup or a new API requirement. Client context and
+usage are observed separately from raw SDK reply bytes.
+
+Model payload CPU seconds / kernel peaks are 7.596 / 763,838,464;
+7.772 / 761,143,296; 8.409 / 762,597,376; and 11.759 / 774,025,216. CPU is mixed
+and memory differences are small. Payload cleanup/limit observations pass;
+missing terminal counters keep every strict whole-resource grade false.
+
+The original blocked attempts remain separate and never provide comparison
+denominators. They each have one failed call, no SQLite result and failed facts:
+
+| Blocked trial   |  Input | Cached | Uncached | Output | Seconds |
+| --------------- | -----: | -----: | -------: | -----: | ------: |
+| model-all-1     | 35,290 | 29,952 |    5,338 |    798 |  59.881 |
+| model-columns-1 | 35,356 | 22,016 |   13,340 |    670 |  44.764 |
+| model-columns-2 | 35,034 | 20,992 |   14,042 |    639 |  30.007 |
+| model-all-2     | 35,104 | 20,992 |   14,112 |    673 |  25.132 |
+
+**Decision: no production/API change.** Existing column selection materially
+reduces unnecessary delivery and actual model input while retaining the complete
+requested schema and exact cells. Existing documentation already recommends
+table/column selection. No additional summary, schema-scope default change,
+automatic field omission, plugin layer or cross-session cache is justified by
+these results. Preserve the negative/mixed time, output and CPU findings.
+
+Real one-shot CLI inventory, all-column sample and exact-column sample match
+the corresponding full MCP normalized results, subjects, parameters and IDs;
+the source digest remains unchanged. An independent Python binding using SQLite
+3.40.1 opens this immutable artifact read-only and agrees with the exact stored
+table SQL, eight declared columns and selected tagged sample cells. This is a
+second engine/binding observation of this file, not a general row-order or
+geometry-semantics guarantee. The six existing context/driver regression tests
+pass; Python compilation and JavaScript syntax checks pass. No new product test
+or production implementation is added for this measurement-only finding.
+
+Manual review tightens the SQLite grader to distinguish missing fields from
+explicit null and preserve JSON scalar types. Regrading all four stored model
+answers still passes every selected fact; deliberate omission of `wal` and a
+boolean substituted for numeric `row_limit` both fail. Original transcripts,
+usage and previous review receipts stay intact; no model trial is rerun.
+
+Heavy tasks remain serial under one CPU, unchanged 3 GiB early stop / 4 GiB hard
+memory, no swap, owned task scopes and host guards. SDK payload observations
+verify cleanup and zero phase limit events; final whole-scope counters remain
+unknown. This does not establish live/WAL atomicity, all SQLite applications,
+other runtimes/platforms or geospatial geometry semantics. Other packet/signal
+and capture lanes remain incremental follow-ups using their existing controls.

experiments/analysis-efficiency/test_codex_context.py

@@ -0,0 +1,175 @@
+"""Distinct capture/cleanup failures; simulated CLI is not real-model evidence."""
+
+import importlib.util
+import io
+import json
+import os
+import runpy
+import sys
+from pathlib import Path
+import tempfile
+import unittest
+from unittest.mock import Mock, patch
+
+from codex_context import capture_tool_context, selected_event
+
+
+class ManagedCoverageTests(unittest.TestCase):
+    def test_verifies_extra_counts_and_preserves_unknown_fields(self):
+        review = runpy.run_path(str(Path(__file__).with_name('review-model.py')))
+        project = review['scope_with_verified_counts']
+        expected = {'state': 'partial', 'issues': ['unreturned rows remain unknown']}
+        original = {**expected, 'module_ref_count': 0, 'pinvoke_import_count': 2}
+        scope, checks = project(original, expected, {'module_ref_count': 0, 'pinvoke_import_count': 2})
+        self.assertEqual(scope, expected)
+        self.assertTrue(all(checks.values()))
+        self.assertEqual(original['pinvoke_import_count'], 2)
+        for count in [3, '2', True]:
+            scope, checks = project({**expected, 'pinvoke_import_count': count}, expected, {'pinvoke_import_count': 2})
+            self.assertFalse(checks['pinvoke_import_count'])
+        _, checks = project({**expected, 'module_ref_count': False}, {**expected, 'module_ref_count': 0}, {'module_ref_count': 0})
+        self.assertFalse(checks['module_ref_count'])
+        scope, _ = project({**expected, 'unsupported_claim': True}, expected, {})
+        self.assertNotEqual(scope, expected)
+        scope, _ = project({'state': 'partial', 'module_ref_count': 0}, expected, {'module_ref_count': 0})
+        self.assertNotEqual(scope, expected)
+        ambiguous = review['named_scope']({'native_boundaries': expected, 'native_boundary_declarations': {'state': 'complete'}}, ['native_boundaries', 'native_boundary_declarations'])
+        scope, _ = project(ambiguous, expected, {'module_ref_count': 0})
+        self.assertNotEqual(scope, expected)
+
+
+class ContextCaptureTests(unittest.TestCase):
+    def test_filters_ambient_account_and_nested_usage_state(self):
+        with tempfile.TemporaryDirectory() as directory:
+            root = Path(directory)
+            home = root / 'home'
+            sessions = home / 'sessions'
+            sessions.mkdir(parents=True)
+            output = root / 'output'
+            output.mkdir()
+            events = [
+                {'type': 'world_state', 'payload': {'state': {'env': 'ambient-marker'}}},
+                {'type': 'session_meta', 'payload': {'creator_account_id': 'account-marker'}},
+                {'type': 'response_item', 'payload': {
+                    'type': 'custom_tool_call_output', 'call_id': 'original-call',
+                    'output': 'caller-selected evidence and paths',
+                    'internal_chat_message_metadata_passthrough': 'private-marker'}},
+                {'type': 'token_usage_record', 'payload': {
+                    'response_id': 'original-response', 'usage': {
+                        'input_tokens': 12, 'cached_input_tokens': 4,
+                        'environment': 'nested-ambient-marker'},
+                    'transport_auth': 'auth-marker'}},
+            ]
+            (sessions / 'rollout.jsonl').write_text(''.join(json.dumps(x) + '\n' for x in events))
+            (home / 'auth.json').write_text('copied-credential-marker')
+            receipt = capture_tool_context(home, output)
+            text = (output / 'codex-tool-context.jsonl').read_text()
+            self.assertEqual(receipt['status'], 'captured')
+            self.assertEqual(receipt['retained_events'], 2)
+            for marker in ['ambient-marker', 'account-marker', 'private-marker',
+                           'auth-marker', 'copied-credential-marker']:
+                self.assertNotIn(marker, text)
+            self.assertIn('caller-selected evidence and paths', text)
+            self.assertIn('original-response', text)
+            self.assertEqual((output / 'codex-tool-context.jsonl').stat().st_mode & 0o777, 0o600)
+
+    def test_missing_rollouts_are_unknown_and_malformed_lines_remain_partial(self):
+        with tempfile.TemporaryDirectory() as directory:
+            root = Path(directory)
+            output = root / 'missing'
+            output.mkdir()
+            self.assertEqual(capture_tool_context(root / 'home', output)['status'], 'unavailable')
+            sessions = root / 'home' / 'sessions'
+            sessions.mkdir(parents=True)
+            (sessions / 'rollout.jsonl').write_text('not-json\n' + json.dumps({
+                'type': 'event_msg', 'payload': {'type': 'token_count', 'info': None}}) + '\n')
+            partial = root / 'partial'
+            partial.mkdir()
+            receipt = capture_tool_context(root / 'home', partial)
+            self.assertEqual(receipt['status'], 'partial')
+            self.assertEqual(receipt['errors'][0]['line'], 1)
+            self.assertEqual(receipt['retained_events'], 1)
+        with self.assertRaises(ValueError):
+            selected_event({'type': 'token_usage_record', 'payload': {'usage': {'input_tokens': True}}})
+        with self.assertRaises(ValueError):
+            selected_event({'type': {'environment': 'unexpected'}, 'payload': {}})
+        with self.assertRaises(ValueError):
+            selected_event({'type': 'response_item', 'timestamp': {'environment': 'unexpected'}, 'payload': {}})
+        unknown = selected_event({'type': 'event_msg', 'payload': {'type': 'token_count', 'info': {'model_context_window': None}}})
+        self.assertIsNone(unknown['payload']['info']['model_context_window'])
+
+    def test_capture_failure_still_removes_trial_credentials_and_profile(self):
+        spec = importlib.util.spec_from_file_location('agent_trial', Path(__file__).with_name('agent-trial.py'))
+        agent = importlib.util.module_from_spec(spec)
+        spec.loader.exec_module(agent)
+        with tempfile.TemporaryDirectory() as directory:
+            root = Path(directory)
+            runtime = root / 'runtime'
+            (runtime / 'scripts').mkdir(parents=True)
+            (runtime / 'scripts' / 'rea.mjs').write_text('')
+            (runtime / 'package-lock.json').write_text('{}')
+            auth_home = root / 'source-auth'
+            auth_home.mkdir()
+            (auth_home / 'auth.json').write_text('synthetic-credential')
+            question = root / 'question.txt'
+            question.write_text('Observe the declared fixture.')
+            output = root / 'trial'
+            child = Mock(stdin=io.StringIO())
+            child.wait.return_value = 0
+            arguments = ['agent-trial.py', '--runtime-root', str(runtime), '--revision', 'fixture',
+                         '--prompt', str(question), '--output', str(output), '--capture-tool-context']
+            with patch.dict(os.environ, {'CODEX_HOME': str(auth_home)}, clear=True), \
+                    patch.object(sys, 'argv', arguments), \
+                    patch.object(agent.shutil, 'which', return_value='/fixture/node'), \
+                    patch.object(agent.subprocess, 'check_output', return_value='v24.18.0\n'), \
+                    patch.object(agent.subprocess, 'Popen', return_value=child), \
+                    patch.object(agent, 'capture_tool_context', side_effect=OSError('fixture capture failure')), \
+                    patch('builtins.print'):
+                with self.assertRaisesRegex(OSError, 'fixture capture failure'):
+                    agent.main()
+            self.assertFalse(list(output.glob('profile-*')))
+            self.assertTrue(json.loads((output / 'cleanup.json').read_text())['profile_removed'])
+            self.assertEqual((auth_home / 'auth.json').read_text(), 'synthetic-credential')
+
+    def test_refuses_foreign_session_directory_and_symlink_records(self):
+        with tempfile.TemporaryDirectory() as directory:
+            root = Path(directory)
+            home = root / 'home'
+            home.mkdir()
+            foreign = root / 'foreign'
+            foreign.mkdir()
+            (foreign / 'rollout.jsonl').write_text('private marker')
+            (home / 'sessions').symlink_to(foreign, target_is_directory=True)
+            output = root / 'directory-result'
+            output.mkdir()
+            receipt = capture_tool_context(home, output)
+            self.assertEqual(receipt['status'], 'partial')
+            self.assertEqual(receipt['retained_events'], 0)
+            (home / 'sessions').unlink()
+            (home / 'sessions').mkdir()
+            (home / 'sessions' / 'linked.jsonl').symlink_to(foreign / 'rollout.jsonl')
+            output = root / 'file-result'
+            output.mkdir()
+            receipt = capture_tool_context(home, output)
+            self.assertEqual(receipt['status'], 'partial')
+            self.assertEqual(receipt['errors'][0]['reason'], 'not_an_owned_regular_file')
+            self.assertEqual((foreign / 'rollout.jsonl').read_text(), 'private marker')
+
+    def test_guidance_requires_selected_tools_before_acquiring_a_profile(self):
+        spec = importlib.util.spec_from_file_location('agent_trial', Path(__file__).with_name('agent-trial.py'))
+        agent = importlib.util.module_from_spec(spec)
+        spec.loader.exec_module(agent)
+        with tempfile.TemporaryDirectory() as directory:
+            root = Path(directory)
+            output = root / 'trial'
+            arguments = ['agent-trial.py', '--runtime-root', str(root), '--revision', 'fixture',
+                         '--prompt', str(root / 'question'), '--output', str(output), '--guide-enabled-tools']
+            with patch.object(sys, 'argv', arguments), patch.object(sys, 'stderr', io.StringIO()):
+                with self.assertRaises(SystemExit) as raised:
+                    agent.main()
+            self.assertEqual(raised.exception.code, 2)
+            self.assertFalse(output.exists())
+
+
+if __name__ == '__main__':
+    unittest.main()

experiments/analysis-efficiency/test_resource_payload.py

@@ -0,0 +1,103 @@
+"""Receipt semantics; real systemd/cgroup workflows are verified separately."""
+
+import json
+import importlib.util
+import io
+from pathlib import Path
+import sys
+import tempfile
+import unittest
+from unittest.mock import patch
+
+from resource_payload import read_observation
+
+
+def receipt():
+    return {
+        'phase': 'payload-exited-observer-alive', 'ownership_token': 'own-unit',
+        'payload_exit_code': 3, 'observer_pid': 100, 'remaining_processes': [100],
+        'payload_cleanup_verified': True, 'memory_peak_bytes': 123,
+        'control_group': 'user.slice/own-unit.scope',
+        'resource_events': {'memory.events': {'high': 0, 'max': 0, 'oom': 0, 'oom_kill': 0},
+                            'pids.events': {'max': 0}},
+        'cpu_stat': {'usage_usec': 1000},
+    }
+
+
+class PayloadObservationTests(unittest.TestCase):
+    def test_observer_capacity_failure_precedes_any_process_acquisition(self):
+        spec = importlib.util.spec_from_file_location('resource_run', Path(__file__).with_name('resource-run.py'))
+        module = importlib.util.module_from_spec(spec)
+        spec.loader.exec_module(module)
+        arguments = ['resource-run.py', '--observe-payload-exit', '--task-ceiling', '1', '--', 'payload']
+        with patch.object(sys, 'argv', arguments), patch.object(sys, 'stderr', io.StringIO()), \
+                patch.object(module.subprocess, 'Popen') as spawn:
+            with self.assertRaises(SystemExit) as failure:
+                module.main()
+        self.assertEqual(failure.exception.code, 2)
+        spawn.assert_not_called()
+
+    def test_preserves_nonzero_status_kernel_peak_and_nonzero_events(self):
+        with tempfile.TemporaryDirectory() as directory:
+            path = Path(directory) / 'receipt.json'
+            value = receipt()
+            value['resource_events']['memory.events']['oom'] = 1
+            path.write_text(json.dumps(value))
+            observed = read_observation(path, 'own-unit')
+            self.assertEqual(observed['payload_exit_code'], 3)
+            self.assertEqual(observed['memory_peak_bytes'], 123)
+            self.assertEqual(observed['resource_events']['memory.events']['oom'], 1)
+
+    def test_rejects_missing_malformed_wrong_owner_and_inconsistent_cleanup(self):
+        with tempfile.TemporaryDirectory() as directory:
+            path = Path(directory) / 'receipt.json'
+            self.assertIsNone(read_observation(path, 'own-unit'))
+            path.write_text('incomplete-json')
+            self.assertIsNone(read_observation(path, 'own-unit'))
+            cases = []
+            for key, invalid in [('ownership_token', 'other-unit'), ('observer_pid', True),
+                                 ('memory_peak_bytes', -1), ('remaining_processes', [100, 101]),
+                                 ('payload_cleanup_verified', 'true'), ('phase', 'scope-exited')]:
+                value = receipt()
+                value[key] = invalid
+                cases.append(value)
+            value = receipt()
+            del value['resource_events']['memory.events']['oom']
+            cases.append(value)
+            value = receipt()
+            value['cpu_stat']['usage_usec'] = False
+            cases.append(value)
+            for value in cases:
+                with self.subTest(value=value):
+                    path.write_text(json.dumps(value))
+                    self.assertIsNone(read_observation(path, 'own-unit'))
+
+    def test_retains_lingering_actor_facts_without_certifying_cleanup(self):
+        with tempfile.TemporaryDirectory() as directory:
+            path = Path(directory) / 'receipt.json'
+            value = receipt()
+            value['remaining_processes'].append(101)
+            value['payload_cleanup_verified'] = False
+            path.write_text(json.dumps(value))
+            observed = read_observation(path, 'own-unit')
+            self.assertEqual(observed['remaining_processes'], [100, 101])
+            self.assertFalse(observed['payload_cleanup_verified'])
+
+    def test_excludes_unrelated_metadata_and_foreign_symlinks(self):
+        with tempfile.TemporaryDirectory() as directory:
+            path = Path(directory) / 'receipt.json'
+            value = receipt()
+            value['environment'] = {'ambient': 'excluded'}
+            value['resource_events']['unrelated'] = {'ambient': 'excluded'}
+            path.write_text(json.dumps(value))
+            observed = read_observation(path, 'own-unit')
+            self.assertNotIn('environment', observed)
+            self.assertNotIn('unrelated', observed['resource_events'])
+            link = Path(directory) / 'linked.json'
+            link.symlink_to(path)
+            self.assertIsNone(read_observation(link, 'own-unit'))
+            self.assertEqual(json.loads(path.read_text()), value)
+
+
+if __name__ == '__main__':
+    unittest.main()

experiments/analysis-efficiency/windows-empty-profile.md

@@ -0,0 +1,69 @@
+# Windows empty-profile startup verification
+
+Follow-up to [#2345](https://github.com/morluto/rea/pull/2345), including
+@gefrezim's diagnosis of the import-time Windows home lookup.
+
+## Source and boundary
+
+Baseline: main `172407787f1842dedbcd27b5385177595f786ce4`. Verification used
+the real Windows 11 10.0.22631.0 host, official Windows x64 Node 24.18.0,
+locked production dependencies and REA's compiled public CLI / SDK 2.3.1 MCP
+server. No IDA or Ghidra engine was used. Runtime copies and compact receipts
+live outside the checkout; no account profile path or ambient environment is
+recorded here.
+
+The tested dispatcher SHA-256 is
+`526105418604cc6e5a202a6275b700814e27450bfaffd45e7510530ba669de8d`.
+Only the dispatcher changed in the deployed runtime. It treats an empty Windows
+`USERPROFILE` as unset before dependency imports. Nonempty selections continue
+to reach the existing home resolver; no additional lookup or fallback owner is
+introduced.
+
+## Real Windows observations
+
+With `HOME` empty in each case, the baseline produced:
+
+| USERPROFILE selection       | `--version`             | `--help`                | MCP discovery |
+| --------------------------- | ----------------------- | ----------------------- | ------------- |
+| Unset                       | Exit 0                  | Exit 0                  | Healthy       |
+| Empty                       | Exit 1, `uv_os_homedir` | Exit 1, `uv_os_homedir` | Healthy       |
+| Nonempty test-owned profile | Exit 0                  | Exit 0                  | Healthy       |
+
+The corrected CLI passed all six invocations with no stderr. Version output
+remained 6 bytes and help output 15,497 bytes. Real setup dry runs with empty
+and nonempty profile selections both exited 0, planned their configuration
+under the expected home, preserved existing configuration bytes and created no
+configuration under the working directory. No installation was performed.
+
+MCP was already healthy in the baseline; this change does not claim to repair
+an MCP startup failure. Complete baseline discovery was 187 tools and 2,545,790
+serialized bytes, SHA-256
+`1e6bbca7f62852134eb703ea098f5a302d1fe333b8433475429f6fc1b1aba18f`.
+All three corrected MCP controls also passed with no stderr and the same
+catalogue bytes and digest.
+
+The existing `homeDirectoryFallback` acceptance test exercises the import-time
+failure through the public setup dry run. Adding it to the Windows curated lane
+makes that regression execute on the affected platform. No duplicate startup
+test was retained. Nine related tests passed, including the existing MCP doctor
+and curated-lane path checks; Linux passing alone does not prove Windows behavior.
+Review caught a missing package-scope registration for the newly listed test;
+the original CI shard failed that ownership invariant. The path is now also
+registered in `scripts/ci/scopes.mjs`, and all 84 scope checks plus the two
+curated-path checks pass. Runtime source and its tested digest are unchanged.
+
+## Efficiency and resource limits
+
+Heavy host probes ran serially at BelowNormal priority, with one CPU and a
+512 MiB CLI/server heap setting (256 MiB for the probe parent). Heap settings do
+not bound total process memory. An exit-time `process.resourceUsage()` observer
+recorded individual corrected CLI invocations: CPU time ranged from 7.968 to
+9.874 seconds and peak working set from 299,956 to 301,852 KiB. These figures
+exclude the probe parent and any observer overhead outside the CLI process.
+The six observed wall times ranged from 8.656 to 10.961 seconds.
+
+The baseline did not use that resource observer, and cold/warm caches were not
+normalized. These observations establish functional behavior and bounded probe
+scope; no CPU, memory or latency improvement is claimed. The fix adds one
+constant-time environment check, no filesystem lookup, engine call, retry or
+cache. Output bytes are not model tokens; actual model usage was not measured.

experiments/analysis-efficiency/windows-runtime-retry.md

@@ -0,0 +1,107 @@
+# Windows runtime admission retry verification
+
+Scope: [#2257](https://github.com/morluto/rea/issues/2257). Related initial
+diagnosis: [#2266](https://github.com/morluto/rea/pull/2266).
+
+## Revisions and real input
+
+The baseline is `4f4f6cd7b5d7a400b90772a138d7b9f942c2a556`.
+The candidate was developed from
+`4773c152bc5f299fa682575bb8d1efea7587c7bc`; relevant runtime, native and
+dependency-lock sources are identical between those two revisions.
+These measurements precede integration of subsequent main changes.
+
+The host ran Windows 11 10.0.22631.0, official Windows x64 Node 24.18.0,
+and locked production dependencies. The real application input was the official
+npm 11.16.0 launcher distribution's `bin` directory. REA inspected that source;
+it did not execute the application as an analysis target. Runtime copies,
+raw replies and test executables remain outside the checkout. No IDA or Ghidra
+engine was involved in this native-runtime verification.
+
+## Correctness and recovery
+
+A test-owned directory handle requesting `FILE_ADD_FILE` produced an actual
+kernel sharing violation (Win32 32) during native runtime-parent admission.
+Releasing that handle restored admission. Before the fix, public CLI analysis
+reported a permanent `unsupported_provider` failure with `retryable: false`.
+The corrected CLI preserves `capability_unavailable` and the reason, with
+`category: unavailable` and `retryable: true`.
+
+Normal CLI analysis and post-conflict recovery produced the same canonical
+normalized result before and after the correction: 535,733 compact JSON bytes,
+SHA-256 `a24d3c2d9897cccc5ba70e9ee4dce03da88f033a939fe87457136fc5b3a3e2db`.
+The complete successful CLI reply remained 537,124 bytes.
+
+A single real SDK 2.3.1 stdio MCP connection first completed analysis, then
+encountered the same kernel conflict after native authority caching, then
+recovered successfully when the handle was released. Its final receipt passed
+and found no residual runtime directories. The native producer supplies
+`runtimeAllocation: "not-started"` only when parent admission failed before
+directory creation. The adapter requires that fact and exact numeric codes
+32/33; permission failures, opaque error text and unknown allocation state
+remain nonretryable. Incomplete cleanup also prevents retry.
+
+The native verifier additionally reproduces a real sharing conflict using an
+owned runtime's DELETE lease, verifies the original error and allocation fact,
+and confirms no child directory was allocated. This case runs unconditionally
+in the Windows native verifier, without the optional process-boundary fixture.
+The full verifier passed with 20 positive controls. Its optional independently
+built process-boundary fixture was not supplied in this run.
+
+The related focused suite passed 99 tests across seven files, including worker
+ownership, cancellation, cleanup, error projection, loader behavior and adapter
+boundaries. Source-map and WABT acquisition-failure tests use injected failures;
+they establish disposition propagation, not real engine execution.
+
+Thirty baseline native self-tests passed with no residual directories.
+Win32 5 from #1701/#2196 was not reproduced on this host; these results do not
+establish its cause or resolution.
+
+## Delivery and resource measurements
+
+One final same-connection MCP trial used one CPU per Node process, BelowNormal
+priority, a 512 MiB client heap setting and a 768 MiB server heap setting.
+Heap settings do not bound total process or family memory.
+
+| Stage                              | Observed wall time | Serialized reply bytes |
+| ---------------------------------- | -----------------: | ---------------------: |
+| Connect                            |          11,351 ms |           Not recorded |
+| Complete tool discovery, 187 tools |             744 ms |              2,498,686 |
+| Normal analysis                    |          12,887 ms |              1,126,797 |
+| Sharing failure                    |             265 ms |                    878 |
+| Recovery on the same connection    |           5,578 ms |              1,126,797 |
+
+The earlier warm failure reply was 1,218 bytes. Successful reply sizes and the
+catalogue digest were unchanged within the tested source comparison:
+`7bdadddc909f4b2b093f0b3da9f79fafdac879c9d3c147938b8fbce1b52cd726`.
+These are delivery bytes, not model tokens. Model-visible discovery handling,
+actual model token usage and total model task cost were not measured.
+
+A targeted process-generation sampler collected 343 observations over
+35,630 ms. Its aggregate observed CPU time was a **lower bound** of 26,766 ms:
+process exits can hide the final CPU tail. Its peak sampled working-set sum was
+727,244,800 bytes (about 694 MiB). This is a sampled sum, can double-count shared
+pages and is not an exact physical-memory peak. Only the test-owned Node and
+directory-holder processes were included; the observer itself was excluded.
+
+This is one controlled functional trial, with no paired CPU/memory baseline.
+Cold/warm filesystem caches and host noise were not normalized. No speedup,
+CPU reduction, memory reduction or model-token savings are claimed. The change
+adds no analysis retry loop or cache and performs no additional engine calls.
+Existing successful native authority caching remains intact; failed readiness
+is retried by a later caller attempt. Retry becomes useful advice only after
+the transient condition clears and cleanup permits another attempt.
+
+## Integration replay
+
+After rebasing onto main `a2d8b94dd`, runtime candidate
+`2c7a09eaf3ffe26667b40081f1cf0fd2ce44a146` again passed the 99 related tests,
+static and documentation gates, real Windows CLI and same-connection MCP
+normal/conflict/recovery sequence. Both workflows found no residual directories;
+the CLI normalized-result digest above still matched. The MCP success and error
+reply sizes remained 1,126,797 and 878 bytes respectively. Upstream Android/SAZ
+contract changes increased complete discovery to 2,517,904 bytes, digest
+`d14588eab7404ad129907eb34a45a0db0d43233c4de829f76babd59723bed199`.
+This later catalogue is not evidence of a delivery-size change caused by the
+runtime-admission fix. Resource sampling above belongs to the earlier pinned
+candidate; aggregate resources were not resampled for this integration replay.

install.sh

@@ -167,7 +167,7 @@ main() {
   [ "$installed_version" = "$version" ] || fail "installed version $installed_version does not match $version. Reinstall the requested version, then retry."
 
   printf 'REA %s is installed.\n' "$version"
-  if [ "$start_setup" = true ] && [ -r /dev/tty ] && [ -w /dev/tty ] && [ -t 1 ]; then
+  if [ "$start_setup" = true ] && [ -r /dev/tty ] && [ -w /dev/tty ] && [ -t 1 ] && [ -t 2 ]; then
     printf 'Starting REA setup...\n'
     "$install_bin" setup </dev/tty >/dev/tty
   else

licenses/LGPL-2.0.txt

@@ -0,0 +1,480 @@
+                  GNU LIBRARY GENERAL PUBLIC LICENSE
+                       Version 2, June 1991
+
+ Copyright (C) 1991 Free Software Foundation, Inc.
+ <https://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+[This is the first released version of the library GPL.  It is
+ numbered 2 because it goes with version 2 of the ordinary GPL.]
+
+                            Preamble
+
+  The licenses for most software are designed to take away your
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+
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+
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licenses/README.md

@@ -4,19 +4,20 @@ Start with [THIRD_PARTY_NOTICES.md](../THIRD_PARTY_NOTICES.md) for the distincti
 between distributed material and separately obtained tools. These files retain
 upstream texts; they do not change [REA's MIT license](../LICENSE).
 
-| Files                                                  | Provenance and scope                                                                                                                                                                                                                             |
-| ------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
-| `npm-dependencies.txt`                                 | Every package path in the root lockfile, with its exact version, declared license, scope, download URL, and integrity. Includes development and optional platform entries.                                                                       |
-| `npm-runtime-notices.txt`                              | Original license, copyright, and NOTICE texts collected from integrity-verified locked runtime npm archives across all platforms; also the license of Rolldown's generated runtime helpers. The archive manifest's name and version are checked. |
-| `nativeaot-parser-MIT.txt`                             | Original Washi notice for derived NativeAOT parser code; source revision is recorded in the parser and the root notices.                                                                                                                         |
-| `dotnet-runtime-MIT.txt`                               | Original .NET Foundation MIT text from the NativeAOT reference revision `a3b2d40328be0be3f8dd43f0e5cc925b8827b044`.                                                                                                                              |
-| `ghidra-12.1.4-{LICENSE,NOTICE,DISCLAIMER}.txt`        | Unchanged top-level documents from `Ghidra_12.1.4_build`. Ghidra is not bundled; these reference copies do not replace its component and GPL support-program notices. The US-government-specific disclaimer applies to Ghidra, not to REA.       |
-| `cfworker-MIT.txt`, `xterm-MIT.txt`                    | Original notices missing from their published runtime npm archives, recovered from the releases' upstream Git revisions. They are included in the corresponding runtime entries.                                                                 |
-| `Apache-2.0.txt`, `MIT-template.txt`                   | Standard license texts for explicitly documented upstream notice gaps. The MIT placeholders are not an attribution to an inferred author or year.                                                                                                |
-| `MinGW-w64-runtime.txt`                                | Upstream's combined runtime copyright and license notices, snapshot from v12.0.0, for the statically linked Windows addon. This is a notice snapshot, not a pin of the compiler used in release CI.                                              |
-| `GPL-3.0.txt`, `GCC-Runtime-Library-Exception-3.1.txt` | Unchanged GPLv3 and GCC runtime exception texts from GCC 14.2.0. The exception permits eligible compiled combinations under its conditions; the runtime keeps its own license. This snapshot does not assert that every release uses GCC 14.2.0. |
-| `Node-22.19.0-LICENSE.txt`                             | The original Node 22.19.0 license and third-party notices. The Windows addon uses Node-API headers from that release; the complete Node runtime and all components listed in this reference document are not bundled.                            |
-| `upstream-sources.json`                                | Source URLs and SHA-256 digests for the new unchanged reference and supplemental texts. These digests identify the preserved local texts.                                                                                                        |
+| Files                                                  | Provenance and scope                                                                                                                                                                                                                                                                      |
+| ------------------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| `npm-dependencies.txt`                                 | Every package path in the root lockfile, with its exact version, declared license, scope, download URL, and integrity. Includes development and optional platform entries.                                                                                                                |
+| `npm-runtime-notices.txt`                              | Original license, copyright, and NOTICE texts collected from integrity-verified locked runtime npm archives across all platforms; also the license of Rolldown's generated runtime helpers. The archive manifest's name and version are checked.                                          |
+| `nativeaot-parser-MIT.txt`                             | Original Washi notice for derived NativeAOT parser code; source revision is recorded in the parser and the root notices.                                                                                                                                                                  |
+| `dotnet-runtime-MIT.txt`                               | Original .NET Foundation MIT text from the NativeAOT reference revision `a3b2d40328be0be3f8dd43f0e5cc925b8827b044`.                                                                                                                                                                       |
+| `ghidra-12.1.4-{LICENSE,NOTICE,DISCLAIMER}.txt`        | Unchanged top-level documents from `Ghidra_12.1.4_build`. Ghidra is not bundled; these reference copies do not replace its component and GPL support-program notices. The US-government-specific disclaimer applies to Ghidra, not to REA.                                                |
+| `cfworker-MIT.txt`, `xterm-MIT.txt`                    | Original notices missing from their published runtime npm archives, recovered from the releases' upstream Git revisions. They are included in the corresponding runtime entries.                                                                                                          |
+| `Apache-2.0.txt`, `MIT-template.txt`                   | Standard license texts for explicitly documented upstream notice gaps. The MIT placeholders are not an attribution to an inferred author or year.                                                                                                                                         |
+| `frida-17.23.2-COPYING.txt`, `LGPL-2.0.txt`            | Unchanged licensing supplements for the optional Frida dependency: tagged Frida wxWindows notice and GNU Library GPL v2 text. The npm archive and tagged Node binding omit a standalone license/copyright document; these texts do not recover binding or prebuild-component attribution. |
+| `MinGW-w64-runtime.txt`                                | Upstream's combined runtime copyright and license notices, snapshot from v12.0.0, for the statically linked Windows addon. This is a notice snapshot, not a pin of the compiler used in release CI.                                                                                       |
+| `GPL-3.0.txt`, `GCC-Runtime-Library-Exception-3.1.txt` | Unchanged GPLv3 and GCC runtime exception texts from GCC 14.2.0. The exception permits eligible compiled combinations under its conditions; the runtime keeps its own license. This snapshot does not assert that every release uses GCC 14.2.0.                                          |
+| `Node-22.19.0-LICENSE.txt`                             | The original Node 22.19.0 license and third-party notices. The Windows addon uses Node-API headers from that release; the complete Node runtime and all components listed in this reference document are not bundled.                                                                     |
+| `upstream-sources.json`                                | Source URLs and SHA-256 digests for the new unchanged reference and supplemental texts. These digests identify the preserved local texts.                                                                                                                                                 |
 
 Additional preserved originals live at
 [evmole/LICENSE](../third_party/evmole/LICENSE),
@@ -40,6 +41,10 @@ only license and author metadata: their missing original copyright documents
 remain explicitly identified in the runtime texts. Do not describe those
 entries as complete recovered attribution.
 
+`frida@17.23.2` also lacks an original standalone notice in its npm archive and
+tagged Node source. Its declared license and the preserved licensing supplements
+are recorded explicitly without inferring a copyright holder or year.
+
 These records do not establish the legal accuracy of upstream metadata or
 prove that every upstream source-file attribution has been supplied in an
 archive. Review and refresh them when dependencies change; compare reference
@@ -52,3 +57,12 @@ runtime/component notices with the retained snapshots and update them if they
 differ. Do not assume that a compiler change leaves redistribution requirements
 unchanged. Preserve applicable originals with any additionally bundled engine;
 top-level reference copies alone may not cover its entire distribution.
+
+Generate the exact locked inventory with `npm run licenses:generate`. After
+refreshing verified runtime notices, update their header fingerprint to the
+generator's reported `runtime_dependency_fingerprint`, then run
+`npm run licenses:check`; `docs:check` also runs this check. It compares the
+inventory, runtime package identities,
+license declarations, archive URLs/integrity, runtime dependency fingerprint,
+and preserved reference digests. It does not verify legal completeness or
+replace inspection of original upstream notices.

licenses/frida-17.23.2-COPYING.txt

@@ -0,0 +1,50 @@
+              wxWindows Library Licence, Version 3.1
+              ======================================
+
+Copyright (c) 1998-2005 Julian Smart, Robert Roebling et al
+
+Everyone is permitted to copy and distribute verbatim copies
+of this licence document, but changing it is not allowed.
+
+                     WXWINDOWS LIBRARY LICENCE
+   TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
+
+This library is free software; you can redistribute it and/or modify it
+under the terms of the GNU Library General Public Licence as published by
+the Free Software Foundation; either version 2 of the Licence, or (at your
+option) any later version.
+
+This library is distributed in the hope that it will be useful, but WITHOUT
+ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Library General Public
+Licence for more details.
+
+You should have received a copy of the GNU Library General Public Licence
+along with this software, usually in a file named COPYING.LIB.  If not,
+write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth
+Floor, Boston, MA 02110-1301 USA.
+
+EXCEPTION NOTICE
+
+1. As a special exception, the copyright holders of this library give
+permission for additional uses of the text contained in this release of the
+library as licenced under the wxWindows Library Licence, applying either
+version 3.1 of the Licence, or (at your option) any later version of the
+Licence as published by the copyright holders of version 3.1 of the Licence
+document.
+
+2. The exception is that you may use, copy, link, modify and distribute
+under your own terms, binary object code versions of works based on the
+Library.
+
+3. If you copy code from files distributed under the terms of the GNU
+General Public Licence or the GNU Library General Public Licence into a
+copy of this library, as this licence permits, the exception does not apply
+to the code that you add in this way.  To avoid misleading anyone as to the
+status of such modified files, you must delete this exception notice from
+such code and/or adjust the licensing conditions notice accordingly.
+
+4. If you write modifications of your own for this library, it is your
+choice whether to permit this exception to apply to your modifications.  If
+you do not wish that, you must delete the exception notice from such code
+and/or adjust the licensing conditions notice accordingly.