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Train R: identifier probe, find/stats --by, explain-target JSON, phrase factor (opt-in), harness-check, docs, embedded-core W1 guardrails - #8148

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@garrytan

@garrytan garrytan commented Oct 31, 2026 •

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Area train R: seven queued pull requests merged unchanged, in order, on top of current master, so they land in one merge slot and one full test pass (GBRA-108's consolidation policy).

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    "scope": "AGENTS.md, BOOTSTRAP_FOR_AGENTS.md, CLAUDE.md, CONTRIBUTING.md, INSTALL_FOR_AGENTS.md, README.md, docs/, llms.txt, skills/ (diff-read of the 174 changed files)"
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Constituents

Includes #7497 @ 6ee8d2f (search: identifier probe, slug handles, coverage notice by token and class)
Includes #7233 @ 7421fb8 (gbrain find / find_pages, stats --by source,type)
Includes #7673 @ 9046769 (advisory harness-check workflow)
Includes #7198 @ 11edbb1 (--explain-target cause in CLI JSON; opt-in keyword phrase factor, off by default)
Includes #7609 @ 562fb56 (docs: git-canonical guide and the week's catch-up)
Includes #7787 @ 3257cee (docs: page anatomy, where your memory lives, entity-scoped facts)
Includes #8098 @ 642b4a7 (embedded-core W1 guardrails)

Closes #7491
Closes #7492
Closes #7972
Closes #7191
Closes #7192
Closes #7175

Each constituent is a --no-ff merge commit of its exact head. Nothing was dropped. The constituent PRs close once this lands.

What the train itself changes

The merges needed these resolutions and follow-ups on the combined tree; none changes a constituent's behavior:

Verification (train head)

  • bun run typecheck passes, and so do regen:all (nothing stale), check:module-size and check-bootstrap-templates.sh.
  • Targeted unit suites, 37 files: 1011 pass after the inventory fix. These cover the constituents' own tests, the CLI, export and SQL-text goldens, behavior-change notices, ci-pr-scope/ci-runner-routing, check-core-world-reads and build-llms. The serial suites (identifier-probe, slug-handles, two-engine-isolation, the dispatch meta suites) also pass.
  • Postgres E2E (local pgvector pg16) passes: identifier-probe, slug-handles, coverage-token-class-7492, page-lookup-7191, legacy-chunk-privacy, mcp-search-transport-matrix, two-engine-isolation, keyword-arm-ranking, the schema-catalog and doctor-json goldens, and v0.60.527.0 feat(auth): per-principal private_pages grant — granted_sources reads private pages in explicitly granted sources (GBRA-156) #7593's private-pages-grant and serve-http member-token suites.

Not stamped. GBRA-108 calls the slot; /ship, the full-ci label and the pregate gate run then.

What changed

The three review blockers' tests: red with each fix reverted (before), green on this head on PGLite and Postgres (after)

The three review blockers' tests: red with each fix reverted (before), green on this head on PGLite and Postgres (after).

Before/after as text: The three review blockers' tests: red with each fix reverted (before), green on this head on PGLite and Postgres (after)
--- Before · before.txt · captured output
+++ After · after.txt · captured output
+(pass) slug handles in keyword search (pglite) > <handle> -term excludes a page that contains the term, in keyword mode and the hybrid keyword arm
+(pass) slug handles in keyword search (pglite) > a quoted phrase beside a handle is respected, and so are the other words of a strict match
+(pass) slug handles in keyword search (postgres) > <handle> -term excludes a page that contains the term, in keyword mode and the hybrid keyword arm
+(pass) slug handles in keyword search (postgres) > a quoted phrase beside a handle is respected, and so are the other words of a strict match
+(pass) identifier probe (pglite) > scope and visibility (remote caller) > a probe that times out stamps the result degraded, never a silent miss
-(fail) slug handles in keyword search (pglite) > <handle> -term excludes a page that contains the term, in keyword mode and the hybrid keyword arm
-(fail) slug handles in keyword search (pglite) > a quoted phrase beside a handle is respected, and so are the other words of a strict match
-(fail) identifier probe (pglite) > scope and visibility (remote caller) > a probe that times out stamps the result degraded, never a silent miss
 

Why

Seven queued pull requests in the search, lookup and docs area were waiting for separate merge slots, and each slot costs a full test pass. This train lands them in one slot and one version. The outside reviewer found two real search bugs on the combined tree, so a query like alice-example -draft no longer returns the page that contains "draft", and an identifier probe that times out now stamps the result degraded instead of looking like a clean miss.

Blast radius

The changes reach the keyword arm of search and query, the new find_pages and stats --by reads, CLI JSON for --explain-target, and the exported SearchOpts.onKeywordIncomplete type. The slug-handle shortcut now runs only for a standalone handle or an OR list of handles, so every other query takes the strict keyword statement it took before this train. A probe or handle-read failure reports through the existing HybridSearchMeta.degraded and degradedStampFor path, which the full suite exercised on this exact tree (Test 41926783818, 61606 tests, 0 failed; E2E 41926788094, 8082 tests, 0 failed): script ran.

Approvals

Approved: yes (record r-83bf6e4de8eb). The full approval record stays private: this repository is public or its visibility is unknown.

Summary

Area train R: seven queued pull requests merged unchanged, in order, on top of current master, so they land in one merge slot and one full test pass.

Includes #7497 @ 6ee8d2f (search: identifier probe, slug handles, coverage notice by token and class)
Includes #7233 @ 7421fb8 (gbrain find / find_pages, stats --by source,type)
Includes #7673 @ 9046769 (advisory harness-check workflow)
Includes #7198 @ 11edbb1 (--explain-target cause in CLI JSON; opt-in keyword phrase factor, off by default)
Includes #7609 @ 562fb56 (docs: git-canonical guide and the week's catch-up)
Includes #7787 @ 3257cee (docs: page anatomy, where your memory lives, entity-scoped facts)
Includes #8098 @ 642b4a7 (embedded-core W1 guardrails)

Each constituent is a --no-ff merge commit of its exact head, and nothing was dropped. On top of the merges, the train resolves the combined CHANGELOG, imports and goldens, and raises module-size ceilings to the combined line counts. The ship run then fixed what review found: needsEngineScope short-circuits when both handles name the same engine (GBRA-294's fix), the --explain-target retry asks before a paid call and keeps array and object arguments, slug handles expand only for a standalone handle or an OR list of handles, and a failed identifier probe or handle read is reported as degraded keyword retrieval. The exports golden test/fixtures/goldens/exports/types.json was regenerated because onKeywordIncomplete's reason widened to 'candidate_budget' | 'timeout' | 'provider_error'; the other lines in that diff are the same literal unions printed in a different order.

Test Coverage

The new code paths have tests, and each fix's test was shown to fail with its fix reverted: test/engine-scope-identity.test.ts (engine-scope identity), test/search/explain-target-cli-json-7192.test.ts (2 cases), test/search/slug-handles.serial.test.ts (<handle> -term, a quoted phrase beside a handle) and test/search/identifier-probe.serial.test.ts (a forced probe timeout reaches meta.degraded, retrieval.degraded and the CLI stamp).

Tests ran: train-r count unavailable (the lane script reports per suite: unit 3849 pass, 7 skip, 77 fail, all 77 in test/search files that share state when the directory runs in one process and pass in their own process, which is how CI runs them; serial 56 pass, 0 fail; Postgres E2E 120 pass, 2 skip, 0 fail).

Pre-Landing Review

Pass 1 (specialists for testing, security and state machines, plus red team): 2 informational findings in src/core/search/explain-target.ts, both fixed. Round 2 fix-check: no findings. Step 11 voices: the outside voice (openai/gpt-6.1-sol) raised 2 blocking findings, slug handles that ignored negations and quoted phrases, and probe failures swallowed as an empty result. Both were fixed under the owner's grant of one scoped fix-check, which found no blocker.

REVIEW_LOOP: passes=1 blocking_found=2 deferred=0 noted=0 fixed=4 scope=frozen unbound=2 ledgers_read=3 fix_checks=2 dispatches=4

Review-loop exception: accepted by GBRA-108 (GBrain Minder) 2026-11-04 via a-30c412c3d001: granted one scoped fix-check for the two outside-voice CRITICALs; the fix-check found no blocker; the exports golden was regenerated afterwards for the widened onKeywordIncomplete union it reviewed (fix-check at 2410cdd, 4 findings)

Gate edits: 118 listed, 29 read, 0 findings — 0 kept, 0 restored, 0 open

Outside review: completed (openai/gpt-6.1-sol, medium); both findings fixed.

Review notes

Exploratory QA

Pass. Captures 005 (the import pair, 42 pass, 0 fail) and 006 (real CLI init, import and search on a repo-less PGLite brain) ran on current inputs.

Design Review

No frontend files changed, so design review was skipped.

Eval Results

No prompt-related files changed, so evals were skipped.

Review bot comments

No review bot comments.

Scope Drift

Scope Check: CLEAN

Plan Completion

Plan completion audit: not run (no plan bound).

Issues

Fixes #7175
Fixes #7191
Fixes #7192
Fixes #7491
Fixes #7492
Fixes #7972
Refs #1794
Refs #7198
Refs #7233
Refs #7497
Refs #7593
Refs #7609
Refs #7673
Refs #7787
Refs #8098
Refs p1/outside-voice#1
Refs p1/outside-voice#2
Refs p1/red-team#1
Refs p1/red-team#2
Refs p1/specialist-batched#1
Refs p1/specialist-batched#2
Refs p1/specialist-batched#3

Documentation

Status: current. The audit made no edits and found no blockers.

Scope: base 019f8fc to head 7a60000 on capy/train-r-20261101, covering 174 changed files. Staged, unstaged and untracked content was empty. The branch already updates 34 docs and authored templates for the new surface: AGENTS.md, CLAUDE.md, README.md, the guides, the architecture and key-files docs, the plugin docs, skills and bootstrap templates. I diff-read those changed docs and spot-checked the public surface (find_pages, gbrain find, stats --by, the generated CLI flag registry) against them.

Documentation health:

  • README.md: current (the two-engines, canonical-files and brain/source paragraphs and the new guide links are consistent with the diff)
  • CLAUDE.md: current
  • AGENTS.md: current (diff-read only)
  • CHANGELOG.md: current (top entry 0.60.575.0, not modified)
  • docs/TOOL_CATALOG.md: current (165 tools, including the find_pages row)
  • docs/mcp/TOOL_REFERENCE.md: current (starter surface only; find_pages is not a starter op)
  • docs/architecture/key-files/engines-2.md: current (documents find_pages, stats-by, page-lookup and page-counts)
  • llms.txt and llms-full.txt: current (diff-read only)
  • TODOS.md: not audited (out of scope)

Coverage debt: none found. Regeneration reported to the parent: none required by this audit. Diagram drift: none observed.

Test plan

  • Full suite, Test run 41926783818 on tree ac6bc56a: 61606 tests, 0 failed
  • Full E2E, E2E run 41926788094 on tree ac6bc56a: 8082 tests, 0 failed
  • macOS 26 validation run 41929815424: passed
  • L=/home/user/.capy/work/gbra294/lanes-ship2 bash /home/user/.capy/work/gbra294/lanes.sh: serial 56 pass, 0 fail; Postgres E2E 120 pass, 0 fail; unit failures only in test/search directory-mode runs, each file green in its own process

Open in Capy

garrytan and others added 30 commits October 21, 2026 01:13
…7192)

--explain-target with --json prints { results, explain_target } with the fix
rendered as a command; probe detects a page with no vectors
(target_not_embedded) unless the semantic arm was off on the call; a target
folded into a kept row reports target_collapsed; target_beyond_limit names
each arm's rank; target_not_retrieved names arms that failed on the call;
every retry fix carries argv.

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

# Conflicts:
#	src/cli/main.ts
#	src/core/ops/search.ts
… [--since] [--collapse-aliases] (#7191)

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…ndpages-and

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# Conflicts:
#	scripts/module-size-limits.tsv
#	test/fixtures/goldens/cli/tools-json.json
…1794 guard); pin the new engine methods in the RLS inventory, gauge, SQL-text and surface goldens (#7191)

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# Conflicts:
#	test/fixtures/goldens/cli/tools-json.json
…eled, as list_pages), the coverage ledger, the source-isolation matrix and the remote redaction sweep (#7191)

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…ndpages-and

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# Conflicts:
#	scripts/module-size-limits.tsv
#	skills/skills.lock.json
…-first.md, copied into AGENTS.md, INSTALL_FOR_AGENTS.md, RESOLVER.md and the bootstrap AGENTS template by scripts/build-lookup-table.ts (regen:all); every row run on a scratch brain (#7191)

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…ndpages-and

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# Conflicts:
#	scripts/module-size-limits.tsv
…ndpages-and

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# Conflicts:
#	scripts/module-size-limits.tsv
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# Conflicts:
#	src/cli/main.ts
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# Conflicts:
#	scripts/module-size-limits.tsv
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# Conflicts:
#	src/cli/main.ts
#	src/cli/op-notices.ts
…r merge

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… OR retries, coverage notice by token and class (#7491, #7492)

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…GBRA-108)

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…rge-page writes, source_ids reference, llms map; drop the README byte cap

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…ion, host-repo preview, source_ids scope, segmented edit and upload routing)

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…ck; skips without HARNESS_EVALS_READ_TOKEN)

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… walkthrough

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…or folders, inference, collapsed rows)

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…next instead of "clean miss" (#7972)

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# Conflicts:
#	docs/architecture/key-files/core-search-2.md
#	scripts/module-size-limits.tsv
#	src/core/ops/search.ts
#	src/core/pglite-engine.ts
#	src/core/postgres-engine.ts
#	test/fixtures/keyword-arm-ranking.json
… ceiling for its notice row

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…ine suite, hermeticity test, upgrade harness (GBRA-248)

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garrytan and others added 3 commits October 31, 2026 19:11
…7673's workflow and docs name

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… (R1, GBRAIN_HOME)

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garrytan and others added 6 commits November 4, 2026 15:19
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- two-engine W1: telemetry, admission policy and retrieval tracking now pass on
  PGLite; narrow their EXPECTED_FAILURES rows to postgres (the harness still
  shares one pool there, like the pool row)
- core world-reads baseline: rows for files master added before the guard,
  raised rows master grew, pruned stale rows
- module-size ceilings re-summed for the merged files
- llms-full.txt back under its 800000 budget: docs/guides/github-source.md is
  link-only in llms-full (still indexed in llms.txt)
- KEY_FILES.md under its 10000-byte cap; tools-json golden regenerated

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…'s member read filter

The merged tree's page-count statements (#7191) now carry master's member
read predicate (readable_by / folder rules, GBRA-218) through the shared
visibility helper, so stats --by never counts a page the reader may not read.

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…d a test lane for build-lookup-table

The secrets check read three benign added lines as credentials: a wrapped
docs line starting with 'session:', the harness-check clone header variable
named auth, and two high-entropy canary key values in the hermeticity test.
Rewrap, rename and shorten them; no secret was involved. scripts/build-lookup-table.ts
had no test lane, so add test/scripts/build-lookup-table.test.ts.

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…-table test

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find_pages and grouped get_stats skipped the read policy for every local
call, so the local --as <member> preview listed and counted pages the member
cannot read. Resolve the policy when applyRemoteReadPolicy is set, as the
other reads do; test/access-as.serial.test.ts covers find and stats --by
under --as.

The keyword_identifier_probe and keyword_slug_handles BEHAVIOR_CHANGES rows
carried a guessed since 0.60.440.0, which every current install is past, so
the notice never showed; they are TBD now and the slot stamp gives them the
release version. The lookup table now says MCP get_stats needs an
admin-scope token.

Review-Finding: p1/specialist-batched#1 reader=security
Review-Finding: p1/specialist-batched#2 reader=security
Review-Finding: p1/specialist-batched#3 reader=testing
Review-Finding: p1/red-team#1 reader=red-team
Review-Finding: p1/red-team#2 reader=red-team
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garrytan and others added 3 commits November 4, 2026 18:50
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…scope notes for find/stats

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@capy-ai capy-ai Bot added the full-ci Maintainer-only: run the full Test and E2E suite on this PR head label Nov 4, 2026
garrytan and others added 2 commits November 4, 2026 19:55
…e-enters it

needsEngineScope compared engineKey(current) with engineKey(engine) only. A Proxy
engine that answers every property with a fresh value (the import tests' mock
engines) got a different key on every read, so importFromFile re-entered
withEngineScope until the stack overflowed in any process that had opened an
embedded engine earlier. full-ci shards 25-26 and 27-28 on 34e1b43 put
test/engine-scope-required.test.ts ahead of test/import-file.test.ts and
test/import-yaml-frontmatter.test.ts in one process (23 failures, all
'Maximum call stack size exceeded'); the same pair fails on master 019f8fc.
Identity now short-circuits the key compare. test/engine-scope-identity.test.ts
fails before and passes after.

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
explain-target: the target_not_retrieved expansion retry carries consent paid+egress so it renders ask_user; the retry argv encodes array and object arguments as JSON so it repeats the diagnosed call.
Review-Finding: p1/red-team#1 reader=red-team
Review-Finding: p1/red-team#2 reader=red-team
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
Slug handles: a query with a negation or a longer quoted phrase resolves no handle, and the strict keyword match resolves handles only when every term is one, so a handle never returns a page the query excludes, a phrase it does not hold or a word it lacks. A failed identifier-probe or handle read reports keyword_candidates_incomplete (timeout or provider_error) through SearchOpts.onKeywordIncomplete, so the result carries the degraded stamp instead of a silent miss. CHANGELOG: the handle rules, the explain-target retry, and the engine-scope fix line.

Review-Finding: p1/outside-voice#1 reader=outside-voice
Review-Finding: p1/outside-voice#2 reader=outside-voice
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
…te reason

SearchOpts.onKeywordIncomplete now takes 'candidate_budget' | 'timeout' | 'provider_error' (the Step 11 probe-failure fix). TypeScript also prints four unchanged literal unions (DegradedReason, DegradedStageEntry.reason, LlmCallFailureClass, a canonical code union) in a different member order; the sets are identical.

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
@capy-ai
capy-ai Bot merged commit 2b13e2e into master Nov 4, 2026
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