analyze_javascript_application returns the complete application graph
inline, which repeats tens of kilobytes even for a few source lines and
exceeds the default 10 MiB MCP frame for a 300-function source file.
The new optional detail input keeps complete delivery by default. With
detail "summary" the server records the complete analysis Evidence in
the session and returns its inspect_analysis_view summary, whose
parent_evidence_id lets callers page modules, select items, or pass the
retained reference to application workflows. A server without Evidence
retention refuses summary detail with capability_unavailable rather
than returning a summary whose analysis cannot be reached.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Hosts forward every tool's input schema to the model on each request.
Seventeen tools advertised a canonical example that embedded a complete
producer Evidence record, up to 22 KB each, accounting for 116 KB of the
450 KB of advertised input schemas.
Advertised examples now show an embedded Evidence record as its exact
retained-evidence reference when the canonical input accepts one, and
omit an example that can only carry inline Evidence. Canonical contract
examples, their executable tests, and validation are unchanged.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
- CONTRIBUTING: CLI logs go to stderr, not stdout. `createLogger` writes every
mode to fd 2 so protocol and `--json` stdout stay parseable.
- Get started: Ghidra supports Linux arm64 (`GhidraInstallation` maps
`linux.arm64`), as installation.md already states.
- Browser guide: drop the caption claiming the hosted request path carries a
`/rea/` prefix. The guide now targets rea.tools, where the example is served
at `/examples/notes-web/`, as the evidence table above it shows.
- JavaScript workflows: six CLI commands accept inline JSON or a JSON file,
not five; `inspect-analysis-view` was added after the sentence was written.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: morluto <76467478+morluto@users.noreply.github.com>
Inventory gave nested members a ZIP or ASAR family from their path
suffix. Byte classification replaced it only for ZIP magic, so text named
`.apk` or `.asar` stayed a container, and encrypted entries and symlinks
kept the suffix guess. A filesystem `.asar` without an ASAR header failed
the whole inventory as a malformed archive.
Nested ZIP families now follow ZIP magic and ASAR follows its header
pickle, shared with root classification. An unread member named like a
container has an unknown format and a limitation naming the suffix. ASAR
expansion requires the header.
The Android projection adds a limitation when no root AndroidManifest.xml
was observed, and its rejection names the observed root format.
Fixes#1491
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Retain one pending intermediate observation and drop stale live status before terminal cleanup. Preserve monotonic counts and final delivery while an observer is slow or rejects an update.
Verify the send rate at its controlled-clock owner and lifecycle notification density at the CLI/MCP boundary, where receive timestamps include buffering and scheduling.
Long captures emitted only a final result, so a quiet child looked idle.
Pass the shared rate-limited progress reporter through the capture lifecycle
and report the observed phase, elapsed time, and collected-unit counts.
CLI writes those lines to stderr; MCP forwards them only when the client
supplied a progress token. Final Evidence on stdout keeps its shape.
* refactor(setup): resolve skill destinations per client
* fix(setup): honor active client configuration and skill roots
* fix(setup): validate effective client scopes and Gemini trust
* fix(setup): treat empty OpenCode overrides as unset
An empty OPENCODE_CONFIG_DIR now stays on the XDG directory, and doctor
and setup inspect global OpenCode files when a custom directory is absent.
Uninstall reports one status per client so a missing earlier layer does
not hide a removed registration.
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
* feat(mcp): add compact input schema profile for size-capped providers
Moonshot's function-calling API rejects a request while any single tool
parameters schema exceeds its literal serialized size cap, so clients
such as kimi-cli fail every request while the default catalog is
attached (#1484).
Add an opt-in REA_MCP_INPUT_SCHEMA_PROFILE=compact server presentation.
Each advertised input schema is rendered within a 13,312-byte budget,
measured to sit below the observed provider cap: annotation prose
(nested descriptions, examples, defaults, titles) is dropped, repeated
annotation-free subschemas are shared through schema-local $defs/$ref
references the provider validates without expansion, and the three
structurally oversized schemas are advertised in a documented reduced
form. The canonical catalog, tool set, output schemas, and server-side
canonical validation are unchanged; the default full profile is
byte-identical to today's advertisement.
Boundary tests pin every compact schema to the budget, keep them valid
JSON Schema that still accepts every canonical example, hold reduced
presentations at three or fewer, and verify canonical rejection still
guards a permissive advertisement. Verified against the real Moonshot
API through kimi-cli: prompts succeed with the compact catalog attached
where the default catalog fails every request with 400.
* fix(mcp): preserve compact schemas through Kimi conversion
---------
Co-authored-by: morluto <76467478+morluto@users.noreply.github.com>
Keep caller-selected replacement text literal with a callback, preserving
empty-search positions instead of changing their split/join behavior.
Commit the replacement interpretation for captures using custom patterns so
legacy records cannot report this producer correction as a target change.
BREAKING CHANGE: Captures with custom normalization patterns use
literal-replacements-v1 and cannot be compared with legacy unversioned
pattern captures. Capture both sides with the same replacement semantics;
legacy captures remain readable and captures without patterns are unaffected.
inspect_analysis_view is the recovery path when an analyze_function
dossier exceeds the MCP response budget, but its native facets covered
only procedure, pseudocode, assembly, callers/callees, references, and
value flow. Basic blocks, comments, unresolved calls, referenced strings
and names, and the native API record could not be read from retained
Evidence at all; basic blocks grow with the function just like assembly.
These are now facets: collections page by rows, and native_api is a
singleton. A dossier without an unresolved_calls record reports "not
recorded" rather than the value-flow failure reason.
Refs #1247 and #1065.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
* feat(setup): add native Pi client support
* fix(setup): isolate invalid Pi agent directory overrides
Keep malformed Pi path evidence on its client entry so unrelated selected clients can complete setup and doctor. Preserve explicit Pi rejection and block filesystem operations rather than falling back to another directory.
* fix(setup): parse Pi configuration as strict JSON
Pi's installed MCP loader reads mcp.json with a bare JSON.parse and no
BOM tolerance, so comments, trailing commas, a BOM, or an empty existing
file yield loader errors and no servers. Parsing the Pi dialect with
objectSchema.parse(JSON.parse(text)) before the shared empty/JSONC
shortcut rejects those files at every mutation boundary instead of
reporting configured registrations Pi cannot load. A missing file still
initializes a fresh strict-JSON document, other dialects keep their
JSONC/BOM/empty tolerance, and malformed files are never rewritten.
---------
Co-authored-by: morluto <76467478+morluto@users.noreply.github.com>
* feat: add Hermes as a supported MCP client
Hermes Agent reads stdio MCP servers from `mcp_servers.<name>` in
`config.yaml`. REA had no Hermes client, so setup could not register it and
Hermes users had to wire the server up by hand.
- SupportedClients: add the `hermes` format and client definition, resolving
the config path from HERMES_HOME, else the platform default that Hermes's own
resolver uses (LOCALAPPDATA/hermes on Windows, ~/.hermes elsewhere), including
HERMES_DATA_DIR_SUFFIX.
- ClientConfigurationDocument: parse and serialize Hermes YAML, upserting the
rea entry into the parsed document so user comments and unrelated settings are
preserved; emit `enabled: true` since Hermes connects entries unless disabled.
- ClientRegistrationStatus: forward the Hermes location variables so status
checks resolve the same path as setup.
- Tests: cover path resolution on both platforms and the register/read/uninstall
round trip, and clear the Hermes location variables between tests.
- delilah 🌸
* docs: document the Hermes client and its config path
- delilah 🌸
* refactor(setup): resolve skill destinations per client
* fix(setup): install Hermes skills in the active profile
* fix(setup): identify each client skill action uniquely
---------
Co-authored-by: morluto <76467478+morluto@users.noreply.github.com>
ZIP member names are case-sensitive. Inventory was folding them with a
filesystem case rule, so shrunk APKs never became evidence for the Android
application graph. Logical registration now keeps both spellings and records
an English Unicode case-folding limitation. Extraction fails only when the
destination directory already holds the other spelling.
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Rendered frames padded every visible row with trailing spaces to the
terminal width. Blank rows cost a full row each and every frame repeats
them, so the padding made up 14-39% of capture Evidence (2 KB of sparse
output produced 228 KB). The padding carried no information: columns is
recorded and serialized_state keeps the exact terminal state.
Lines are now trimmed after normalization, so line.padEnd(columns)
restores the previous value. The comparison contract commits
rendered_line_format so older padded captures do not compare as the
same contract.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Advertise content- and dialect-bound identities for self-contained output schemas so the SDK can reuse unchanged Ajv validators after complete tools/list refreshes. Preserve explicit IDs and relative reference bases.
Verify changed schemas, availability transitions, reconnects, numeric and selector constraints, explicit IDs, relative references, and advertised dialects through the pinned SDK boundaries.
Refs #1065, #723
The skill's CLI fallback printed the complete application Evidence to
stdout. A real ASAR produces hundreds of megabytes (334 MB for Obsidian),
which an agent then reads into its context. Save the Evidence to a file
and project a summary or module page with inspect-analysis-view instead.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Share the canonical string identity rule with endpoint projection, scope event keys to each emitter, and keep complete event/listener names in properties. Verify real CLI and stdio MCP with large names, registration/removal, distinct emitters, exact name seeds, reserved-prefix values, and unresolved dynamic names.
BREAKING CHANGE: New analyses use digest-based IDs for long or reserved-prefix event names and shorter event/listener display labels. Select IDs from the parent graph and read exact names from event_name properties. Stored graphs and their original IDs remain accepted for semantic tracing.
Keep exact endpoint observations and request properties while using compact display labels and collision-safe canonical value digests for long artifact-local endpoint keys. Verify real CLI/stdio MCP tracing and version comparison without truncating evidence.
BREAKING CHANGE: New analyses use compact endpoint labels and digest-based IDs for long or reserved-prefix endpoint keys. Select IDs from the parent graph and read full values from endpoint properties. Previously stored graphs retain their original identities and remain valid workflow inputs.
`--json` / `--format json` always indented its streamed result. Agents and
scripts read REA through pipes and redirects, where indentation carries no
information: on real application results it added 16-45% model tokens
(o200k proxy) and 25-73% bytes. The skill's CLI fallback uses `--json`.
Indent only when stdout is a TTY, as `gh --json` does; piped or redirected
JSON is compact. The JSON value, `jsonl`, `--filter-output`,
`--full-output` and the token-window paths are unchanged. `jq .` restores
indentation for files.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Choose the shorter complete JSON or digest key and string display label.
Short values keep their existing identities and labels, while large values
retain the payload-copy reduction without an arbitrary truncation limit.
Commit literal values with canonical JSON SHA-256 in semantic role keys
and use a type label for strings. Preserve complete values, provenance and
literal queries while avoiding two payload copies in each string node.
Verify real compiled CLI/default stdio MCP, typed union seeds, empty
strings and trace continuation with a large source-owned fixture.
Refs #723
BREAKING CHANGE: Newly produced semantic literal node IDs use
value-sha256 role keys, and string labels read "string literal". Read exact
values from properties.value and obtain node IDs from the selected parent
graph. Previously stored Evidence and its original IDs remain valid.
createAnalysisExecution defaulted an omitted rawResult to a second
complete copy of the result. Every caller that had no distinct provider
representation therefore doubled its Evidence: decode_interface_builder,
inspect_keyed_archive, inspect_asset_catalog, trace_dylib_resolution,
inspect_native_dispatch_metadata, observe_native_calls,
observe_native_ui/capture_native_ui_scenario (including screenshots), and
small Ghidra/IDA lifecycle records. Sibling operations of the same
providers already recorded null.
An omitted rawResult now records null. Normalized results are unchanged.
MCP responses repeat Evidence in text and structured content, so each
response and its share of the 10 MiB transport budget shrink by the same
half; e.g. trace_dylib_resolution on a real app bundle drops from
3,217,119 to 1,612,524 bytes per representation.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
compare-web-captures and compare-web-screenshots parsed their arguments as
inline JSON only, unlike every other JSON-input command. Screenshot
artifacts and scenario captures embed base64 PNG bytes, so a typical
viewport screenshot exceeds the command-line length limit (128 KiB per
argument on Linux, 1 MiB total on macOS) and could not be compared from
the CLI at all, while MCP accepts it. A file path was reported as
malformed JSON, and screenshot schema failures returned no issues.
Each argument now accepts inline JSON or a JSON file path through
parseCliJsonInput; file failures keep its path diagnostics, malformed
inline JSON keeps the field issue, and screenshot validation reports
projected schema issues. The tests share one CLI JSON process fixture.
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
* fix(mcp): advertise object roots for union input schemas
Anthropic tool input schemas reject anyOf, oneOf, and allOf at the root.
Since 63bf9140 removed root flattening, compare_web_captures,
inspect_web_page, inspect_electron_page, and
project_managed_application_graph advertised root unions: Claude Desktop
disabled compare_web_captures and Claude Code exposed the tools without
parameters.
Present a root union of plain-reference object branches as one strict
object with the union of properties, shared required fields, a
minProperties bound, and a description of the accepted input groups. The
canonical Zod union still validates every call, so mixed input groups are
rejected before the handler runs. Branches whose reference siblings cannot
be merged keep their root alternatives.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* test(browser): keep comparison input boundary within lint limits
Express advertised and runtime expectations as one case table so the
boundary test stays under the 150-line function limit.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(mcp): preserve input group dependencies in object schemas
---------
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: morluto <76467478+morluto@users.noreply.github.com>
* fix(javascript): preserve uncertainty after references escape to calls
* fix(javascript): track iterator root escapes and preserve static captures
* fix(javascript): scope comparison unknowns to their evidence
* fix(javascript): track parameter origins at function body entry
---------
Co-authored-by: morluto <76467478+morluto@users.noreply.github.com>
Select residual unknown histories as complete units and retain referenced registry mutation Evidence regardless of the active target at edit time. Prune incompatible dependency histories atomically instead of retaining stale dispositions.
Verify public MCP save/read/reopen for verified, withdrawn, and out-of-scope resolutions, and document target scope rules.
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