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Merge upstream main (c6aaa20) into fork main - #6

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Merge upstream main (c6aaa20) into fork main#6
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Upstream has not tagged a release since v1.5.0, but main carries 104 commits
past that tag. Pinned at c6aaa20358cd6adcd04b87bdef8e5803ad146f3a rather than
tracking main, so the base stays a fixed point we can name.

Why now

Five of those commits matter to how FM-Agent uses the graph:

Fork layer

Merge only, no fork-layer changes. It applied with no conflicts — no upstream
commit touched any of it. After the merge the fork differs from upstream in
exactly eight files:

.github/workflows/ci.yml       PR gate
.github/workflows/release.yml  GitHub-Releases-only trim
FORK.md                        fork policy
install.ps1 / install.sh       repo -> fmagent-project/codegraph
src/upgrade/index.ts           updater -> fmagent-project/codegraph
package.json / package-lock    1.5.0-fmagent.1

Still no patch under src/ — the base remains byte-identical to upstream.

Verification

npm run build passes. npm test: 2901 passed, 0 failed (163 files, 15 skipped).

Merge with a merge commit, not a squash, so upstream stays an ancestor.

KtzeAbyss and others added 30 commits July 22, 2026 15:19
…ables siblings (colbymchenry#1351) (colbymchenry#1370)

The Codex installer's `findNextTableHeader` skipped `[[array-of-tables]]` headers instead of treating them as a block boundary, so any `[[...]]` block after `[mcp_servers.codegraph]` in ~/.codex/config.toml was silently deleted on install/upgrade/uninstall. Now treats both `[...]` and `[[...]]` as boundaries, with a small line lexer so header-shaped text inside multiline strings/arrays isn't mistaken for a boundary. Adds round-trip regression coverage (install → reinstall → uninstall) + CHANGELOG entry.

Fixes colbymchenry#1351. Supersedes colbymchenry#624.

Thanks @KtzeAbyss.
…ains

Adds three new installer targets so `codegraph install` can wire the
MCP server into GitHub Copilot surfaces:

- copilot-vscode: .vscode/mcp.json (local) or the VS Code User-dir
  mcp.json (global), JSONC-surgical edits, `--path` pinned via
  ${workspaceFolder} for global installs
- copilot-cli: ~/.copilot/mcp-config.json
- copilot-jetbrains: github-copilot config dir (XDG / %LOCALAPPDATA%)

Detection, install, uninstall, and --print-config are covered for all
three in installer-targets.test.ts, including platform-specific path
resolution.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
….copilot/ide locks

The VS Code Copilot Chat extension writes MCP socket-handoff lock files
into ~/.copilot/ide/ on launch, so `existsSync(~/.copilot)` reported the
Copilot CLI as installed on any machine that merely has the VS Code
extension (caught live on the maintainer's Mac). Detection now counts
the dir as a CLI footprint only when it holds something besides `ide`.

Also: uninstalling a from-scratch install now deletes mcp-config.json
instead of leaving a `{}` husk that would keep detect() reporting the
CLI as installed.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
… folder

VS Code refuses to start a user-level MCP server whose entry uses
${workspaceFolder} in a window with no folder open, surfacing only a
cryptic "Variable workspaceFolder can not be resolved" toast (hit live
during validation). Global installs now note this up front.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…— VS Code toasts an error in every folderless window

A user-level mcp.json entry using ${workspaceFolder} makes VS Code
refuse to start the server in ANY window without a folder open (loose
files, welcome tab), toasting "Variable workspaceFolder can not be
resolved" — recurring error-noise, hit live during validation.

The pin was never needed for VS Code: unlike Cursor, VS Code documents
stdio-server cwd as the workspace folder, and the codegraph server
resolves its project via roots/list with a cwd fallback. Global entries
are now variable-free (`serve --mcp`); local installs keep the absolute
--path. This supersedes the "open a folder" install note from the
previous commit, which is removed again.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…ows (colbymchenry#1466) (colbymchenry#1489)

The standalone bundle's bin dir exposes only codegraph.cmd, and Claude
Code executes UserPromptSubmit hooks through Git Bash, which applies no
PATHEXT — so the bare `codegraph prompt-hook` the installer wrote was
"command not found" (exit 127) on every prompt. Write the platform-correct
spelling, recognize both spellings on uninstall/opt-out, and self-heal an
installer-written entry from the other platform in place on install/upgrade
re-runs (npx/hand-edited variants stay untouched).

Reproduced and validated on the Windows VM: bare form exits 127 under Git
Bash on a standalone-only PATH, codegraph.cmd exits 0; full installer suite
(165 tests, including the new migration coverage) green on Windows + macOS.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
…thout bound (colbymchenry#1431) (colbymchenry#1490)

A SIGKILL'd process (the colbymchenry#850 liveness watchdog, OOM, a crash) leaves its WAL
on disk; the next session appends to the same file; and nothing ever truncated
it — PASSIVE checkpoints fold frames but keep the file at its high-water mark,
and the one shrinking path (a clean last-connection close) is exactly what a
killed-daemon world never takes. Observed at 25.6 GB on a 5.46 GB DB, growing
until the disk filled.

- journal_size_limit on every connection: resetting checkpoints now clip the
  WAL back to the cap instead of leaving it at its high-water mark.
- healOversizedWal() fired from every DatabaseConnection.open: off-thread
  PASSIVE fold + TRUNCATE when the leftover WAL exceeds the cap (64 MB,
  CODEGRAPH_WAL_HEAL_MB to override). Single-flight per connection with
  bounded retries — concurrent passes defeat each other (each checkpoint sees
  the other as a busy reader).
- Daemon/direct MCP watchdogs now pass progressPaths (DB + WAL), extending the
  colbymchenry#1231 slow-disk deferral to the long-lived server so a healthy daemon mid
  slow statement isn't SIGKILL'd — fewer kills, fewer leaked WALs.
- codegraph status shows WAL size (human + JSON) and warns when it dwarfs the
  DB; daemon.log lines and the watchdog kill notice now carry ISO timestamps
  so kills can be placed in time.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
…ed from its index (colbymchenry#1474) (colbymchenry#1492)

codegraph_node / codegraph_explore read CURRENT bytes but slice them at
INDEXED line ranges; after an un-synced edit that slice can be a DIFFERENT
symbol's code served under the requested name — isError: false, introduced
by the 'verbatim … do not Read' guarantee. The watcher-based pending (colbymchenry#403)
and degraded (colbymchenry#876) banners cannot cover a project reached via projectPath:
cross-project instances have no watcher, by construction.

Freshness is now verified at the point of emission from data the index
already stores: one stat per rendered file (size + floored mtime, the sync
fast path's own test), sha256 content-hash compare only on stat mismatch
(so a touch/identical rewrite never false-positives), memoized briefly per
handler. On drift:

- codegraph_node: small files ship WHOLE and CURRENT (Read-parity, still
  no Read needed); large ones omit the body with an explicit notice
  steering to the tool's file-read mode or Read. Location/signature stay,
  flagged as possibly shifted.
- codegraph_explore: the whole-file render (already correct by
  construction) is kept and flagged; adaptive/skeleton/cluster slicing is
  disabled for drifted files — a too-big drifted file is omitted with a
  notice instead. The verbatim/do-not-Read header gains a per-file
  exception, and a trailing note flags shifted line references (flow,
  blast radius, symbol lists).

The guarantee itself is preserved: everything actually rendered is still
byte-accurate — drifted files ship whole or not at all, never as a
possibly-wrong slice. A re-sync of the target project restores normal
output (covered by test).

Adds __setLoadCodeGraphForTests (same seam pattern as __setFsWatchForTests)
so in-process tests can exercise a genuine cross-project open, which
vitest's transform cannot service through the lazy require.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
colbymchenry#1478) (colbymchenry#1493)

Python's class-as-value idioms (return SomeClass, x = SomeClass, registry
dicts, classes passed as arguments) produced no references edges, so
callers/impact on a Django/DRF serializer missed the views that consume it.
Three gates dropped them:

- return_statement was never dispatched by PYTHON_SPEC (kernel mirrored)
- the extraction gate (definedHere) collected function/method names only
- resolution accepted function/method targets only (matchFunctionRef +
  the function_ref import fast path)

Capture return_statement for Python (single expression; tuple returns not
descended), admit same-file CLASS names to the gate, and accept class
targets for Python bare identifiers — scoped to Python so the TS/JS KIND
FILTER contract is untouched. The docopt false-positive mechanism behind
the function-only rule (lowercase locals vs same-named methods) doesn't
transfer: methods stay excluded for bare ids, and the same-file/import
gate + unique-or-drop rules still apply.

Probed on django-rest-framework (~250 files): 559 new references→class
edges, 10/10 sampled genuine (serializer_class = AuthTokenSerializer, the
ModelSerializer field-mapping registry, aliases, ctor args, isinstance).
EXTRACTION_VERSION 24 → 25.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
…coverage (colbymchenry#1475) (colbymchenry#1494)

The "no covering tests found" flag only inspected a symbol's direct
callers, so helpers exercised transitively by tests (logDebug runs
1,471x under npm test) were reported untested — wrong for ~40% of
flagged symbols per the issue's measurement.

The check now BFSes up the caller graph (3 hops, 64-lookup budget per
entry) and reports indirect coverage as "tested via callers: <files>".
When nothing is found it claims only what was measured — "no tests
found within 3 caller hops", or the weaker "no test calls this
directly" if the budget ran out — and drops the warning glyph.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
…rd (CG-7) (colbymchenry#1497)

* feat(telemetry): D1 schema + migrations for raw events and daily rollups

First step of replacing PostHog with self-hosted telemetry on Cloudflare D1.
Creates the codegraph-telemetry database binding and the initial migration; no
worker code paths change yet (the ingest write path and the nightly rollup cron
land next).

Schema is raw events plus daily rollups: `events` holds one row per sanitized
event with the envelope broken out into columns and event-specific props as
JSON; `daily_machines`, `daily_event_counts` and `daily_dim_counts` are the
nightly rollups the dashboard reads; `machine_first_seen` and `machine_days`
carry the retention cohorts and are never purged. One generic dimension table
covers every bar and pie, so a new breakdown is a cron change rather than a
migration.

The migration is commented as an audit surface, like the rest of this worker —
every column, and which dashboard chart each rollup table serves.

Three judgment calls worth flagging, all documented in the file:

- `events` gets `(day, event)` instead of the separate `(day)` and `(event, day)`
  indexes. D1 bills a row write per index touched, so a third index on the hot
  table costs ~97k writes/day, and `(day, event)` is a covering index for plain
  day-range scans anyway (verified with EXPLAIN QUERY PLAN).
- `daily_event_counts` and `daily_dim_counts` carry a `machines` column, and
  `machine_days` a `prod` flag. The "users by ..." panels and the production-user
  count are distinct-machine numbers, not event counts, and they are
  unrecoverable once raw events are purged.
- No CHECK constraint on `event`: the worker's allowlist is the source of truth
  and the write path is fail-silent, so a rejected INSERT would lose data
  quietly instead of erroring loudly.

Volume note in the migration footer: ~30M row writes/month against the 50M
included on Workers Paid. Storage is the tighter constraint — raw events grow
~74 MB/day, so retention should start at 90 days (~6.7 GB) rather than 180,
which would exceed D1's 10 GB per-database cap.

* feat(telemetry): admin dashboard worker — scaffold + shared-password auth

New Cloudflare Worker at telemetry-dashboard/, sibling of telemetry-worker/ and
bound read-only to the same D1 database. Serves a static frontend plus a JSON
API behind a shared password, on stats.getcodegraph.com.

Auth is the simplest thing that is actually safe for exactly two users: one
password in a secret, compared in constant time over SHA-256 digests, and an
HMAC-signed cookie (HttpOnly; Secure; SameSite=Lax; Path=/) with a one-year
expiry so you sign in once per browser. The cookie is a signed assertion, not a
lookup key — no session store. Its payload carries a fingerprint of the password
it was minted against, so rotating ADMIN_PASSWORD signs everyone out. Login
attempts are capped at 5/min per IP via a ratelimit binding.

Everything is deny-by-default: assets.run_worker_first routes every request
through the worker before the static-asset server sees it, so the dashboard
HTML, its JS, its CSS and the chart library are all behind the session check.
The login page is rendered inline by the worker rather than served from public/,
which leaves no "is this file public?" judgement calls in the asset directory.
Unauthenticated pages 302 to /login, unauthenticated /api/* gets 401. A missing
secret fails closed rather than opening the dashboard.

scripts/smoke-auth.sh is the regression net — 54 assertions against a throwaway
`wrangler dev` covering the gate, cookie flags and persistence, forged/flipped/
truncated cookies, open-redirect refusal, brute-force capping, and password
rotation invalidating live sessions.

Refs CG-11.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* chore(telemetry-dashboard): simplify the chart-library probe in the shell

Refs CG-11.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* feat(telemetry): nightly rollup cron + raw-event retention purge (CG-10)

Adds a scheduled() handler to the ingest worker that recomputes
daily_event_counts / daily_dim_counts / daily_machines for the just-completed
UTC day plus a 2-day overlap (late-arriving offline buffers), then purges raw
events past the retention window. Rollup writes are idempotent upserts, so a
re-run never double-counts. Also adds an ADMIN_TOKEN-guarded
POST /admin/rollup?day=YYYY-MM-DD for backfill/repair, and drops the PostHog
forwarding path.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* feat(telemetry): dashboard charts — SQL API over D1 + the Chart.js views (CG-12, CG-13)

Replaces the scaffold page with the dashboard proper: 19 panels covering every
view of the PostHog dashboard this retires, driven by one filter row.

src/api.ts is the read API CG-12 specified: /api/{meta,summary,timeseries,
breakdown,activation,retention}, all range-scoped, all parameterized against a
closed set of dims and metrics, all shaped labels[] + datasets[] so the frontend
does no arithmetic. Rollups answer everything except the activation funnel,
which needs raw events and says where they start.

The frontend splits into a DOM-free panel registry (public/panels.js) and the
page that mounts it (public/app.js), so the render check can drive the same
registry the browser rendered from. Panels fail alone, refetch dims rather than
flashing, and every chart carries a table twin.

Two numbers are labelled rather than rounded off: range-wide "users" per
dimension is machine-days (the rollups cannot give distinct machines, and
per-day counts are taken as the largest single-event count so one machine's
install + index + usage is not counted three times), and recent activation and
retention cohorts are marked as still-converting instead of drawn as a cliff.

Both colour scales were run through the data-viz validator against the panel
surface, not picked by eye; the results are recorded in public/theme.js.

Verification, all against the committed fixture (12 machines over 10 days, every
expected number worked out by hand from the events, not recorded from a run):
  scripts/smoke-api.sh      98 assertions
  scripts/render-check.mjs  79 assertions — real Chromium over CDP, no new deps
  scripts/smoke-auth.sh     54 assertions (unchanged, still green)

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* feat(telemetry): cutover runbook + the end-to-end gate that de-risks it (CG-14)

The account-level steps of the PostHog cutover are the maintainer's to run, so
this lands the runbook they follow and the check that has to pass first.

The runbook (telemetry-worker/README.md) walks the six steps in the order that
keeps them reversible: Workers Paid → migrate → deploy → watch 24h → verify the
first rollup and the dashboard → only then delete POSTHOG_KEY and cancel the
subscription. Step 3 records the outgoing version id because `wrangler rollback`
is the escape hatch for the whole verification window, and that window is
precisely why the PostHog key is deleted last rather than first.

The new gate (scripts/smoke-cutover.sh, `npm run smoke:cutover`) covers the one
seam nothing else did. Both workers declare the same D1 database_id, so pointing
them at a single --persist-to directory runs the real chain: a client batch →
the ingest worker → D1 → the nightly rollup → the dashboard API reading the
numbers back. Every other suite stops at one link — smoke-ingest at the events
table, smoke-rollup at hand-checked SQL, smoke-api at a hand-written fixture
that the cron never touched. That left the dimension names the rollup WRITES
versus the ones the dashboard READS agreeing by convention across two branches,
where a mismatch is silent: no error, no failed request, just a panel reading
zero forever. 61 assertions, all 13 dimensions, and three deliberate traps — a
ci machine that is active but not a production user, usage_rollup counts that
must be summed rather than tallied, and an uninstall's `targets` that must not
leak into the install-scoped breakdown.

Writing it caught that the activation funnel's denominator is first-seen
machines, not install events (deliberate — a reinstall must not re-enter the
funnel), so the suite now pins that distinction rather than assuming it.

Also rewords the last PostHog reference in dashboard code: a comment justifying
the 14-day retention curve by pointing at a dashboard step 6 deletes. The
reasoning now stands on its own.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* docs(telemetry): tell the truth about where events are stored (CG-15)

The telemetry docs are a privacy contract, and they still described a
managed analytics store that no longer receives anything. Replace that
with what actually happens now — events land in our own D1 database on
Cloudflare, the endpoint makes no outbound requests, raw events are
purged after 90 days and only anonymous daily rollups outlive them.
This strengthens the guarantee rather than restating it: there is no
second party to share with.

- TELEMETRY.md: new "Where it is stored" section; the never-collected
  IP bullet no longer leans on a vendor-side setting to hold.
- docs/design/telemetry.md: ingest section rewritten around D1 + the
  nightly rollup/retention cron; volume math redone on Workers Paid and
  the D1 quota (storage, not writes, is what sets the 90-day window);
  new section documenting the dashboard worker and cross-linking it.
- Fixed three drifts from the worker allowlist the sweep surfaced:
  schema_version was still 1, client_name/client_version was still
  marked "plumbing to add" though session.ts passes it today, and the
  legacy sqlite_backend field the worker still accepts was undocumented.
- telemetry-worker/README.md: step 6 claimed a repo-wide grep came back
  clean, which this runbook itself falsifies. Added step 7 — deleting
  the runbook is what makes that grep true, and is the completion check.
- smoke-cutover.sh: the vendor guarantee is now asserted by class
  (no analytics-ingest endpoint referenced) rather than by one vendor's
  name, so it keeps working once the name is gone. Verified it still
  catches a planted forwarding URL. 61/61 pass.

Retention is documented as 90 days, not the 180 in the task notes: 180
days of raw events exceeds D1's 10 GB per-database cap, and the code
purges at 90.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* chore: untrack local Kommandr issue DB and ignore its sqlite artifacts

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
…eferrer policy locked Chromium out (CG-16)

The dashboard sends Referrer-Policy: no-referrer, and Chromium's behavior
on a same-origin form submit from such a page is to send Origin: null.
isSameOriginPost() fed "null" to new URL(), which throws → false → 400
"bad request" for every Chromium user typing the correct password.

Treat a null Origin like an absent one: it is an unattributed origin, not
a foreign one — curl (no Origin at all) was always allowed, the login POST
carries no session to ride, and the password is the credential. Real
foreign origins stay rejected.

The regression net now posts the way Chromium actually does: the
smoke-auth sign-in and logout carry Origin: null, and cross-origin logout
gets its own rejection case (54 → 56 assertions). The suites missed this
because every passing login came from curl or Node fetch — neither sends
an Origin header — while render-check injects its cookie past the form.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
How codegraph_explore divides its byte envelope among files was
unobservable — you could read a response and guess, but not say "this
file took 16% and that one took 20%." Nothing else in the budget-
allocation epic is measurable without that.

CODEGRAPH_EXPLORE_DEBUG now emits one report per explore call (stderr
table, stderr JSON, or a JSONL sidecar path). Per file: relevance score,
graph mass, term hits, ranking flags, render mode, bytes allocated vs
delivered, both shares, and whether it was clipped — plus why a ranked
candidate never rendered. Totals cover envelope vs maxOutputChars vs the
hard ceiling, the source/meta split, the selection funnel, and the score
floor and relevance-gate thresholds applied.

Allocated and delivered are reported separately on purpose: they diverge
exactly when the 25K ceiling truncates, and conflating them is how a
dropped trailing file goes unnoticed.

Off by default and byte-identical when off — it ships in the product
binary, and a diagnostic that perturbs the response by one byte would
invalidate every A/B taken with it on. ExploreDiagnostics.start() returns
null unless the env var is set, so every call site is a `diag?.` no-op.

Baseline recorded in docs/design/explore-budget-allocation.md: on this
repo, src/mcp/tools.ts gets 15.8% of the envelope while three weakly-
relevant agent-eval scripts take 61% between them — despite tools.ts
carrying 5.4x the score and 2.6x the graph mass of any of them. Small
files ship whole; the large answer file is clipped at maxCharsPerFile.
Rank ordering is correct and buys nothing. The loop also allocated 23,193
chars against an 18,000 budget.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…mchenry#1500)

`isGeneratedFile` was path-only, but Go's own convention is a CONTENT
marker (`// Code generated by <tool>. DO NOT EDIT.`), not a filename one.
A Go monorepo with generated CRUD in ordinarily-named files sitting beside
hand-written use-cases was therefore invisible to every generated-file
down-rank in the codebase — that is colbymchenry#1500.

Measured on kubernetes/client-go (2,453 Go files): the canonical banner
appears in 2,001 of them, the path check flags 0, the new content check
flags exactly those 2,001 — no false positives, no misses.

Design: decide at INDEX time (content is already in memory for parsing),
persist on `files.generated`, read from the DB. Explore never reads file
headers per request.

- `hasGeneratedHeader(content)` recognizes the standard banners — Go's,
  protoc's, `@generated`, `<auto-generated>`, Thrift, OpenAPI Generator,
  FlatBuffers, bindgen, ANTLR. Precision-first and fenced three ways: an
  8KB/60-line header window, a comment-line requirement (leader or open
  block comment), and markers tight enough that prose can't trip them. A
  generator's own source, holding the banner as a string constant in its
  body, is not flagged; neither is this module itself (pinned by test).
- `isGeneratedFile(path)` is unchanged — cheap, sync, still the fallback.
- Schema v9 adds `files.generated` + a PARTIAL index. DDL only, no
  backfill: the flag derives from content the migration cannot see, so
  rows stay 0 until a re-index and every reader unions the flag with the
  path check — an un-migrated index keeps pre-colbymchenry#1500 behavior rather than
  regressing. Re-index required; noted in the CHANGELOG.
- `generatedPredicateFor(paths)` gives ranking a bounded probe + O(1)
  lookups. Bounded, not cached: no invalidation, so a ranking call can
  never serve a verdict the last sync already replaced. Wired into explore
  ranking, findSymbolMatches, findAllSymbols, search (MCP + CLI), the
  context formatter, and the dominant-file/route-file hygiene filters.

Cost (acceptance bar was no measurable index-time regression): a single
unanchored `/generat/i` test over the header rejects ~every hand-written
file before any line splitting. 4.6 µs/file on client-go (worst case —
82% generated). End-to-end `codegraph init` on client-go, n=3 alternating
arms: 5.73s median with detection vs 5.76s path-only baseline; the arms
cross over between runs, so the difference is inside run-to-run noise.

Scope note: generated status remains a stable TIEBREAK at equal score,
exactly where it was. Making it a strong negative signal is CG-10, which
this unblocks by making the signal correct and available.

Two pre-existing tests hard-coded schema version 8; both now track
CURRENT_SCHEMA_VERSION (or the migration table) so future migrations
don't require editing them.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…ation (CG-6)

Two permanent fixtures pinning the failure mode from issue colbymchenry#1500 — explore
spending its byte envelope on files that merely name-collide with the query.
BOTH FAIL TODAY, by design: they document the bug and become the pass gate
for CG-10 (scoring) + CG-12 (proportional allocation).

__tests__/fixtures/payroll-go/ — a synthetic Go service mirroring the
reporter's shape: generated FKIT CRUD beside a hand-written payroll use-case,
entered from an HTTP route. Half the generated tree carries ORDINARY names
detectable only by their `// Code generated ... DO NOT EDIT.` header (the
colbymchenry#1500 case, and end-to-end cover for CG-5); `payrollpb/*.pb.go` covers the
path-detectable channel. BuildPayslip, Upsert and Store each exist twice,
generated and hand-written. cycle.go sits above the whole-file window so it
clips; the generated files sit below it so they ship whole.

Asking "how does payroll cycle create and calculate payslips?" — naming none
of the answering symbols — the generated CRUD delivers 57.4% of the envelope
against the hand-written layer's 25.6%, all of the latter domain types.
cycle.go is allocated the single largest slice (30.6%) and delivers ZERO: the
hard ceiling drops its whole section. runPayrollCycleAll, the hand-written
BuildPayslip and the real Upsert never reach the agent.

The second fixture is this repo, "how does explore allocate its output budget
across files", where scripts/agent-eval/*.mjs take 71.8% against tools.ts's
18.5% despite scoring 4.6x lower. It reads the live index, so its assertions
are relative rather than fixed percentages.

- scripts/agent-eval/probe-allocation.mjs — per-file budget-share probe,
  driving the CG-4 diagnostic through a JSONL sidecar so it measures the
  shipping allocator. Fixture entries are hermetic (copy + re-index per run,
  verified byte-identical across runs); exits 1 while any assertion fails.
- scripts/agent-eval/allocation-fixtures.json — both fixtures declared, with
  the 2026-08-03 baselines.
- __tests__/explore-allocation-1500.test.ts — fixture-shape assertions green
  today; the allocation assertions held as `it.fails` so the suite stays green
  while the bug is open and goes RED the moment it is fixed.

Also documented and deliberately left unfixed: runPayrollCycleAll's
`s.store.Upsert` edge resolves to the GENERATED Store.Upsert, not the
hand-written one — same-name method resolution across two packages picks the
wrong receiver. It is upstream of the allocation bug, so it belongs with
CG-10's scoring work.

Refs colbymchenry#1500

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…ame-collision matches (CG-10, colbymchenry#1500)

Explore's per-file relevance awarded +50/+10/+3/+1 by match class and admitted
anything scoring >= 3. Neither half held up: the tier said HOW a symbol reached
us, never whether the match was evidence, and an absolute floor admits noise on
any repo where the top file scores 50+. Three scripts/agent-eval/*.mjs harnesses
took 63% of this repo's own "how does explore allocate its output budget" answer
on nothing but an unused `const explore` and a `const BUDGET`.

Four levers:

- KIND WEIGHT (RELEVANCE_KIND_WEIGHT): callables and types 1.0, members ~0.5,
  variable/constant/parameter 0.15-0.35. A weak-kind symbol with no usage edge
  anywhere in the graph (`contains` excluded — nesting is not usage) drops to
  0.08. Only weak kinds in the top two tiers pay for the DB probe; the subgraph's
  own edges answer most cases free. No measurable latency change (210 vs 211
  ms/call, n=12 interleaved).

- PERIPHERAL CAP: nodes >=2 hops from any match accumulate into a bucket capped
  at 5. Uncapped they added a flat +1 each, so a file grew more relevant by being
  bigger — parse-session.mjs reached 22 off one constant plus twelve unrelated
  symbols.

- RANK PENALTY: generated files x0.3, low-value x0.5, applied to the score AND
  the graph mass. Score alone would not have fixed colbymchenry#1500 — the generated CRUD
  carries MORE graph mass than the hand-written use-case, and graph mass outranks
  score in the comparator. Self-normalizing, never a hard exclusion.

- RELATIVE FLOOR: clamp(topScore * 0.2, 1, 10). Capped at one full-strength
  direct match so concentration elsewhere can never exclude one (without it a
  named-seed-heavy file pushed the floor to 21 and dropped a file the agent had
  named by class name). Backfills to 3 candidates when it would leave fewer, and
  drops the evidence requirement rather than return nothing at all.

excludeLowValueFiles was dead config — declared per tier, read nowhere; the
test/spec exclusion has been unconditional for a while. Removed. The real gap was
the detector: `isLowValue` anchored on a leading `/`, so a repo-ROOT `test/` dir
(express, cobra, most of npm and Go) never matched — express's routing question
spent 59% of its envelope on three test files. Anchored at `^` too, and the
filter now runs before the floor and judges "are there other candidates?" on the
whole gather.

Measured before/after on the same indexes (baseline bd86ad2):
- payroll-go fixture: generated 57.4% -> 23.5%; answer 25.6% -> 61.5%; cycle.go
  delivered 0 -> 38.9%. Generated ranks #3/#4, was #1/#2.
- self-query fixture: eval scripts 72% -> 0%; tools.ts ranks #1.
- express "route a request": 59% to test/* -> lib/application.js + lib/response.js
- cobra x3, codegraph "indexing pipeline": byte-identical (control)

Diagnostic gains a per-file penalty multiplier and NodeKind mix, so "why did this
file score X" is legible. Selection stages reordered to match the pipeline.

CG-6's gates flip from it.fails to live regressions except the byte-split ones,
which stay open for CG-12 (allocation still follows file size within the ranked
set).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…ative cliff (CG-12, colbymchenry#1500)

The explore envelope used to follow FILE SIZE, not relevance. Every admitted
file was capped at the same flat `maxCharsPerFile`, while the whole-file rule
handed anything under `maxCharsPerFile * 3` its entire contents — a 3x swing
decided by how big a file happened to be:

  - self-query: `memory-budget.ts` (score 18) shipped whole and took 51.2% of
    the response; `src/mcp/tools.ts` (score 41, 4x the graph mass, 3x the term
    hits — it holds the allocator itself) was clipped at 3,800 and got 32.9%.
  - colbymchenry#1500 Go fixture: two generated CRUD files shipped whole at ~4.5K each AND
    consumed two of the tier's four file slots, so `BuildPayslip` — the
    hand-written "calculate" half of the question — ranked #6 and never
    rendered at all.

`allocateExploreBudget` now reserves each ranked file a share of the envelope
before anything renders, so the render loop spends a reservation instead of
racing for whatever the files above it left:

  - weight = score x worth x (spine ? 2 : 1), where `worth` is `rankPenalty`
    applied a SECOND time — ranking answers "is this file about the query",
    allocation answers "will these bytes teach the agent anything", and
    generated CRUD can legitimately rank while its bytes stay boilerplate;
  - a relative cliff at 15% of the top weight (capped at SCORE_FLOOR_MAX, so a
    god-file can't silence peers the score floor just admitted) gives a file
    ZERO source — path, symbols and line numbers only — and crucially frees its
    `maxFiles` slot for a file that earns its bytes;
  - every admitted file gets MIN_CHARS, then the remainder splits by weight:
    the floor keeps a diffuse survey question returning a spread, the remainder
    concentrates a precise one;
  - the flat per-file cap is retired as the primary guard, leaving a 70%-of-
    envelope safety valve.

Two changes were needed to make the reservation bite: an oversize cluster now
shrinks by whole MEMBER symbol ranges (a single-cluster god-file previously
took ~40% more than allotted, and the file below it was dropped for lack of
room), and the arrival-order budget stops are gone — they cut files by the
order they were reached rather than by merit.

Measured: payroll-go answer group 25.6% -> 78.7%, generated 57.4% -> 0%, and
`func (s *Service) BuildPayslip` now delivered; self-query `tools.ts` 18.5% ->
60.6%, past the epic's >50% bar. Controls hold: cobra/gin diffuse survey
queries keep their file spread (3->3, 3->4), express's middleware query is
byte-identical, and gin's flow query moves its top file from the thin `ginS`
singleton wrapper to `routergroup.go`.

One documented exception to "no previously-unclipped file becomes clipped":
`memory-budget.ts` was unclipped-whole at 5,672 and now clusters within its
3.1K reservation. That is the epic's own diagnosis of the bug — it scored 18
against 58 and was taking the larger slice purely for being small.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…henry#1500)

Coverage for the CG-12 allocator, built around "would this go red if the
lever were removed" rather than line coverage — every way this regresses
is silent, ending in an agent falling back to Read.

Unit (`explore-proportional-allocation.test.ts`, 18 -> 38): calibration
pins, envelope safety across every tier and 30 candidate shapes, the
cliff boundary, spine weighting/trim survival, the diffuse control, and
the degenerate inputs — identical scores, a lone file, a runaway top
scorer, zero results, maxFiles 0, a non-finite score.

End-to-end (`explore-allocation-e2e.test.ts`, new): CG-6's second
regression fixture as a deterministic synthetic mirror — a large relevant
file, a small helper that used to win by shipping whole, and an
incidental `explore`/`BUDGET` collision — asserting per-file budget
share, not file presence. Plus degenerate result sets and a survey-style
diffuse control through the real render loop. The live self-query arm
stays in probe-allocation.mjs, where drift is a number to re-baseline
rather than a red suite.

Reverting the render loop to the pre-CG-12 rules reproduces colbymchenry#1500 on the
mirror exactly and takes 5 e2e + 2 payroll gates red:

  file                     score  pre-CG-12       CG-12
  src/mcp/allocator.ts      77.5  4,843 (39.7%)   9,335 (80.1%)
  src/util/budget-math.ts   36.0  6,079 (49.8%)   1,037 ( 8.9%)

Two defects the invariants surfaced, both fixed in tools.ts:
- rounded shares could sum past `pool`, so "reservations fit the
  envelope" was approximate rather than exact; both terms now floor
- a non-finite score made every share Infinity/Infinity, handing the
  render loop a NaN allowance; `weightOf` now fails safe to 0

Also adds a hard-ceiling gate to the payroll fixture — at 19.3K against
a 19.5K ceiling it is the only fixture that stresses the ~25K inline cap
— and exports EXPLORE_ALLOCATION so invariant tests read the constants
while one test pins the literals.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…baseline A/B (CG-15)

ab-new-vs-baseline.sh now builds and indexes once per arm and runs the task
RUNS times (default 1), so the >=2-runs-per-arm rule costs one build instead
of N. Both arms run with CODEGRAPH_NO_PROMPT_HOOK=1 — the machine's ambient
front-load hook resolves to whatever is in dist/, a second uncontrolled
channel that confounds the tool-call counts — and point explore's CG-4
diagnostic at a per-arm sidecar.

parse-run.mjs gains --envelope/--answer: the per-file share of the explore
source envelope, parsed from the rendered markdown so it works on ANY build.
The CG-4 sidecar only exists post-CG-4, so it cannot measure the baseline arm;
this is the only view that measures both arms the same way. Folded into
parse-run.mjs rather than added as a new script on purpose: a new file named
after explore's budget scores into the self-query fixture's own corpus and
moved its answer share 59.9%% -> 47.9%%.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Killing ab-new-vs-baseline.sh mid-baseline-arm left the engine checked out at
the baseline ref with the post-baseline files deleted, so every later build in
the working tree was silently the OLD code.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…te fails on the control

Three repos, both arms codegraph-on, sonnet/high, 3 runs per arm.

PASS on the two medium repos: client-go (the reporter's Go shape, 2,001 of
2,454 files generated) and excalidraw hold Read 0 in every run of both arms,
excalidraw goes 34s -> 24s at the median with one fewer explore call, and the
generated clientsets/informers that took 10.5%% of a baseline envelope appear
in no new run.

FAIL on express, the small control, in 1 run of 3: 4 Reads and 52s against a
baseline that read once. Not agent variance — replaying that run's query
deterministically, lib/utils.js goes from 6,380 bytes whole to a 583-byte
cluster stub and the envelope shrinks 13.8K -> 9.2K against an unchanged
13,000 budget. The diagnostic shows the allocator was right and the render
loop was not: utils.js is the top-ranked file, was reserved 3,870 chars, and
spent 583. The whole-file bound (allowance + grace = 4,450) lands just under
the file's 5,293 bytes, so the whole-file render is declined and the unspent
reservation is dropped rather than redistributed.

Bar 1 is the hard gate, so per CG-15's acceptance rule the design goes back to
CG-12 — the budget is not to be widened to compensate. Two candidate fixes are
written up in the design doc.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…acing shape (CG-16)

Three separate engineer-shaped entries (CG-5 generated detection, CG-10
scoring, CG-12 allocation) become two user-facing bullets under Fixes, in
the shape colbymchenry#1500 actually reported: explore concentrates on the code that
answers the question, and a generated CRUD/protobuf layer no longer crowds
out the hand-written code beside it.

Per the CHANGELOG rules: strips the benchmark counts and percentages (the
client-go 2,001-file count, the quarter-to-four-fifths envelope shift) and
the internal symbol names, keeps the re-index note, and credits the
reporter.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…lbymchenry#1500)

A file whose proportional reservation lands below its own size stopped
rendering whole, and the fallback cluster render could leave most of that
reservation unspent — the bytes were neither delivered nor redistributed.

Found by CG-15's agent A/B on the express control: `lib/utils.js`, the
top-ranked file, was reserved 3,870 chars and spent 583. The whole-file
grace bound (reservation + a sliver) sat just under the file's 5,293
bytes, so the whole render was declined and three matched symbols became a
stub. The source envelope fell 13,849 -> 9,241 against an UNCHANGED
budget, and the agent Read the file back four times in 1 run of 3.

Two levers, per the task's candidate fixes:

- WHOLE_FILE_BUY_FRACTION: a reservation that already covers 60% of a
  file buys the whole file. Funded from ONE shared overshoot pool sized
  at 15% of the envelope, spent in rank order. Per-file funding is the
  version that fails, and it fails the same way the bug does — the merit
  test is a ratio, so several files qualify at once and N independent
  overshoots push the last section past the render ceiling. Measured on
  the payroll fixture: three files bought whole and `payslip_builder.go`
  was dropped entirely. A dropped section is strictly worse than a
  clustered one.

- Reservation carry-forward: what a file cannot spend goes to the next
  file down, bounded by MAX_SHARE. Tracked as two running totals rather
  than a `spent` variable threaded through the render loop's dozen exit
  paths, so no path can forget to account, and symmetric — a buy that
  overshoots suppresses slack until a later under-spend covers it.

Express reproducer: `lib/utils.js` 583 -> 6,268 whole, envelope 9,241 ->
14,505 on the same 13,000 budget. The `memory-budget.ts` exception CG-14
documented is RESOLVED rather than re-justified: it ships whole again at
5,672 (27.3%) while `src/mcp/tools.ts` rises to 52.6% — so the answer
file wins the envelope AND no previously-unclipped file is clipped, which
is CG-12's own acceptance criterion finally holding.

Two hermetic fixtures added, one per lever, because nothing in the suite
had this shape — which is how it shipped. Both mutation-tested: removing
the buy arm reddens 3, removing the carry-forward reddens 2, and removing
the funding guard reddens 4 (including payroll's dropped
`payslip_builder.go`). Their `fixture shape` blocks are load-bearing: the
gates pass vacuously if a target ever drifts inside the grace bound, so
the window is asserted directly.

Full suite green (2,868 passed); both colbymchenry#1500 regression fixtures pass.
…cision)

Records both levers, the funding-pool design (and the per-file version that
dropped payslip_builder.go), the resolved memory-budget.ts exception, and the
two hermetic fixtures with their mutation matrix.

The CHANGELOG clause 'no longer trimmed while a smaller, weakly-related one is
included whole' was imprecise after CG-21: the smaller file often IS still
included whole now, when its share nearly covers it. Reworded to say what the
fix actually guarantees.
…g (CG-21)

Found reviewing the CG-21 fix rather than by a failing test, and it is the
same defect inverted. A whole render that overruns `renderCeiling` is
skipped ENTIRELY (the branch refuses to slice a file mid-method), so a buy
that is approved by the funding pool but refused by the ceiling trades a
clustered section for NO section.

Only reachable on the 24K tiers. The funding line is
`reservedTotal + 0.15 * envelope` — ~27.2K when a medium repo saturates —
while `renderCeiling` is `min(1.5 * envelope, 25000) - 600` = 24.4K, so
funding can approve ~2.8K the ceiling then refuses. At 13K the line is
~14.4K against an 18.9K ceiling and the two cannot cross, which is why the
small-tier fixtures cannot see it.

Failing the test in `buysWhole` drops through to the cluster path, which is
bounded by `headroom` and always renders something. The GRACE arm is left
alone deliberately: a file within a sliver of its reservation that still
does not fit is genuinely at the end of a full response, and that predates
this epic.

Verified inert on the three A/B repos, so the agent A/B measured the same
behaviour: excalidraw byte-identical on 3 queries, client-go byte-identical
on 3 queries, express reproducer unchanged at 15,984. Full suite green
(2,867 passed; one unrelated fs.watch timing flake that passes 30/30 in
isolation).
Re-runs CG-15's agent A/B on the fixed build: same harness, same three
prompts, same baseline ref, n=6 per arm on express and excalidraw.

Read = 0 in all 15 new-arm runs. The express regression that routed the
defect to CG-21 does not reproduce in 6 attempts, and the baseline now
reads in 4 of 6 while the new arm reads in none (median 24.5s -> 21.5s),
so the control beats the arm it previously lost to. client-go holds
92.7-96.2% answer share against a baseline run at 53.8%.

Excalidraw's new arm is ~8s slower at the median and that is recorded as
NOT attributable to the build rather than waved through: explore's own
latency is 374ms vs 372ms on the same query and index, the deterministic
responses differ by +2% with one byte-identical, and the unchanged main
build's own median moved 34s -> 26.5s between the two sessions — the same
magnitude as the gap.

Bars were not re-baselined; they are CG-15's four, applied to a larger
sample. The CG-15 section is kept intact and marked superseded, because
its root-cause analysis is the record of why the fix looks like it does.
…henry#1500)

CG-21 fixed the unspent-reservation defect and re-ran the A/B itself. CG-22 is
the gate proper: CG-15's setup, unchanged, measured independently of the task
that wrote the fix. RUNS=3, both arms codegraph-on, sonnet/high,
CODEGRAPH_NO_PROMPT_HOOK=1 on both, baseline pinned to 49c11fc by SHA, fresh
clones of the same three repos and the same three questions.

All four bars pass. Read = 0 in all 12 new-arm runs (express 3, excalidraw 3,
client-go 6) while the baseline reads in 3 of 3 express runs and 1 of 6
client-go runs; the express run that failed CG-15 with 4 Reads of lib/utils.js
now reads nothing and receives the file whole. Answer share >= 66.6% in every
new run. Medians: express 26s -> 24s, excalidraw 26s -> 26s, client-go
35s -> 36.5s at n=6 with fully overlapping ranges.

Deterministic core re-measured on BOTH builds in one session rather than
quoted: lib/utils.js renders whole at 6,380 B on baseline and on HEAD (583 B
stub under CG-12), and the source envelope goes 13,849 -> 14,913 against an
unchanged 13,000 budget, so the reservation is spent and the envelope stops
shrinking. client-go's +1.5s median is attributed away from the build: explore
latency 669 vs 668 ms (n=5) and the new build's deterministic response is both
smaller (15.8K vs 18.9K) and more concentrated (top file 50.2% vs 35.7%).

Two counter-points recorded as measured, not smoothed: excalidraw's new arm
runs below its baseline on answer share (66.6-81.9 vs 75.5-92.7, all well over
the bar), and this session's client-go baseline sampled well (85.6-100%), so
the colbymchenry#1500 gap is smaller here than in CG-21's session.

CHANGELOG: the two colbymchenry#1500 bullets were multi-sentence paragraphs carrying
implementation detail. Rewritten to house style as four bullets that lead with
the symptom, with the mechanism, the banner catalogue and the old-behaviour
contrast dropped; the @LeDuyViet credit and the re-index note stay.

Suite green on the measured build: 171 files, 2,868 passed, 6 skipped.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
… sessions (CG-7)

The A/B arms reported cost, tokens, time and tool counts for one headless
question. They could not report what issue colbymchenry#1500 actually measured: how much of
the context window a tool's responses still occupy once the question is
answered, which every later turn is then charged for.

parse-run.mjs now measures that. Tokens are measured, not estimated: for each
assistant request, input + cache_read + cache_creation is the exact token count
of its whole prompt, so consecutive requests differ by exactly what was appended
between them. That delta is priced against the characters in the gap, calibrated
on gaps that are >=80% tool result. Explore output lands near 2.3 chars/token, so
the usual bytes/4 estimate would have under-counted it by ~40%.

Content also leaves the window, so residual is tracked apart from contributed:
a compact_boundary clears the resident set, and a mid-run context drop is
micro-compaction, which sheds the oldest tool results first and is applied FIFO.

run-all.sh takes "Q1||Q2||Q3" and runs them as one resumed session, one segment
file per turn; parse-run.mjs stitches the segments back together. bench-readme.sh
now runs each README repo as a three-turn session (CG_TURNS=1 restores the
single-question form). parse-bench-readme.mjs reports the arms' retrieval
residual side by side -- codegraph's responses against the without-arm's
Read/Grep/Bash -- in absolute tokens, share of context, and share of window, and
says so explicitly when the rows it aggregated were single-turn.

Two transcript traps are handled and documented at the call site: Claude Code
emits one assistant event per content block, all carrying the same usage (summing
per event double-counts every turn with both thinking and a tool_use), and the
streamed output_tokens is a partial snapshot.

Occupancy lives in parse-run.mjs and is imported by the aggregator rather than
extracted to a module -- a new scripts/agent-eval/*.mjs scores into the
self-query fixture's own corpus and moves its numbers.
…residual (CG-7)

The first request's prompt is system + tool schemas + the question, before any
tool has answered, so differencing the arms' ctxBase prices what codegraph
occupies whether or not the agent ever calls it. Measured on gin: +775 tokens,
small because the tool is deferred -- only its name is in the initial listing.
On a gap that is >=95% one tool result, the measured context delta IS that
result's token count, so the spread between it and the run-level ratio is the
attribution error. Median over such gaps: +/-1-2% on real runs.
colbymchenry and others added 28 commits August 6, 2026 04:45
The suite passed unchanged with `CODEGRAPH_NO_REBIND=1`, so the larger half
of CG-33 — the rebind pass — had no coverage at all.

The cause was the ground truth, not the cases: `rebuildEdgeSet` called
`indexAll()` on the live handle. That is not a rebuild. Every file hashes
identical, so the store writes nothing (`nodesCreated: 0`), no reference is
re-created, and every edge survives — the comparison read the synced index
against itself and could never fail. It now goes through `CodeGraph.recreate`,
which deletes the database file the way the CLI's `index` command does.

With a real rebuild, three existing cases fail under the kill switch. Adds two
more for the rules that carry the risk:

- an edge with no `refName` stamp (older engine) and a synthesized
  (`provenance='heuristic'`) edge are never deleted — both planted directly,
  and each verified load-bearing by mutation;
- a name over the 500-edge ceiling is declined losslessly rather than
  rebound in part, with a rare name in the same sync as the control that
  proves the pass ran.

The per-file-vs-batch-wide delta rule is likewise confirmed by mutation: a
batch-wide name set fails its case.

CODEGRAPH_NO_REBIND=1 now fails 4 cases; unset is green; full suite green.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…nners (CG-25)

Cloudflare Wrangler's `worker-configuration.d.ts` (~12k lines of ambient
types) carried no banner any GENERATED_CONTENT_PATTERNS entry matched:
every existing marker requires `DO NOT EDIT`, a standalone `@generated`,
`<auto-generated>`, or the literal `automatically/auto-generated by`
phrasings. Wrangler emits a bare `Generated by Wrangler by running
`wrangler types``, so the file ranked with pen 1.00 and won 79.4% of an
explore envelope on generic token overlap alone (CG-24).

The discriminator is the reproduction instruction, not the word
"generated": the banner must name a tool AND then say `by running`, i.e.
two separate "by" clauses. That keeps prose out — "the nightly summary is
generated by running the ETL job" has only one — while catching every
CLI-driven emitter that tells you how to regenerate.

Precision swept over 441,856 files across the whole local source tree: 5
hits, all genuine Wrangler output, no false positives.

Isolated before/after on the CG-24 repro (same query, same index, only
the `files.generated` flag differing):

  before  pen 1.00  score 115.0  share 79.4%  3 files rendered
  after   pen 0.30  score  35.4  share 21.1%  4 files rendered

The new pattern stays in the existing table position, below the header
window the detector scans, so the module still does not classify itself.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…act budget (CG-30, CG-31, CG-26)

Lands the three-branch allocation stack. Every admitted file now receives at
least its reservation before any file draws on carry-forward slack, on every
render path — cluster, whole-file GRACE, and whole-file BUY.

CG-30 bounded how far an oversize cluster member may overshoot (windowed on
whole lines past 1.5x rather than emitted whole or dropped). CG-31 gave the
cluster path the `owedBelow` displacement guard the BUY arm always had, holding
back only the prefix of what is owed below that the response can actually pay.
CG-26 closed the three remaining holes: the whole-file arms had no displacement
guard at all, section overhead was charged at a flat 200 against a real 300-500,
and `owedPayableBelow` held all-or-nothing where it should hold partially.

Deterministic across the 6-repo suite, clean-rebuilt indexes, both builds: no
repo truncates, no repo loses a file, okhttp gains one, and every repo lands at
or under the 25,000 hard ceiling.

Accepted trade (maintainer decision): excalidraw -552 and okhttp -164 source
chars against the CG-31 tip, in exchange for the trailing pointer list surviving
instead of being discarded whole. Those bytes existed at the CG-31 tip only
because it over-filled a ceiling it mis-measured and then dropped the entire
epilogue; a pointer the agent can act on beats a few hundred chars on the
last-ranked file.

Two issues opened during this work were closed as invalid rather than fixed:
CG-32 (named-file ordering) and CG-34 (allocator over-reservation). Both were
filed on diagnoses that did not survive measurement — CG-32's symptom was index
drift (CG-33), and CG-34's premise was overturned by CG-31's own results.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
A generated Cloudflare Wrangler ambient-types file was not flagged generated, so
it ranked with no penalty and competed with hand-written source on generic token
overlap. The banner shape it uses — "Generated by <tool> by running <command>" —
matched none of the existing content patterns, all of which require DO NOT EDIT,
a standalone @generated, or the "auto(matically) generated by" phrasings.

Precision is held by requiring TWO 'by' clauses: the banner must name a tool and
then say 'by running'. Ordinary prose ("the report is generated by running the
nightly job") has only one and does not match.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…e (CG-27)

A file whose top-level symbol spans almost all of it — createFoo() returning
an object of closures — is how Svelte 5 rune stores, React custom-hook modules,
IIFE module-pattern JS and Zustand's create((set,get)=>({…})) are all written.
probe-factory-closure.mjs measures what such a file DELIVERS from within: which
inner symbols' definitions reach the agent, not how many bytes did.
…(CG-27)

CG-27 asked whether the >50%-of-file envelope drop should cover `function` /
`method`, so a `createFoo()` factory returning an object of closures stops
merging every closure inside it into one cluster. Measured on a hermetic
fixture, it should not, and the issue is closed as obsolete with CG-30 credited.

Two mechanisms already absorb the shape. shrinkCluster orders members by
(importance desc, size ASC) and refuses any member that overruns the cap once
something is kept, so a file-spanning member is only selected when it is the
sole member of the top importance tier — eight of nine query shapes never
selected it at all. When it IS selected, CG-30 windows it on whole lines, so
the file still delivers bounded, readable source (6 of 9 closure definitions
in that configuration).

Dropping the range instead SPLITS the file, and only the first-chosen cluster
may be shrunk: a trivial 7-line cluster won the density tiebreak and the
answer-bearing cluster was dropped whole — rank-#1 file 7,539 chars and 7 of 11
closures to 397 and none. Reaching the same intent more carefully (defer the
envelope MEMBER inside shrinkCluster, leaving clustering untouched) is noise:
69 vs 68 closure definitions across nine query shapes. Nothing shipped.

Adds the fixture, the probe, a standing gate on the outcome, and the record —
including a real defect the measurement exposed on the epic tip: django's
query.py leaves 8,212 of 10,135 unspent and drops a score-290 cluster to keep a
score-14 one. Filed separately.

No behaviour change, so no CHANGELOG entry.
CG-27 proposed adding function/method to ENVELOPE_KINDS so a factory closure
spanning most of its file stops merging every inner symbol into one cluster.
The issue required the ranking claim be measured before any fix. It was, on a
hermetic fixture built to make the pattern maximally visible, and it does not
hold — nothing shipped to src/.

The literal change is a large regression: dropping the enclosing range SPLITS
the file into a trivial cluster (a type alias plus a helper, span 7) and the
answer-bearing one (every closure, span 359). Cluster ranking breaks the equal
maxImportance tie on density, so the trivial cluster wins, is taken first, and
is the only one that may be shrunk; the answer-bearing cluster then does not fit
and is dropped whole. Rank #1 fell from 7,539 delivered chars to 397, and from
7 of 11 inner closures to 0. The enclosing range was holding the file together
as one cluster, inside which shrinkCluster already did the per-symbol ranking
the issue asked for.

A better mechanism reaching the same intent — deferring the envelope member
inside shrinkCluster, leaving clustering untouched — is noise: 69 vs 68 inner
definitions across nine query shapes, one better, one worse, seven unchanged.

The one configuration where the envelope IS selected (the factory as sole
top-tier member) is already absorbed by CG-30, which windows it on whole lines:
a contiguous readable head carrying 6 of 9 closures, bounded and never empty.

Kept: the fixture, the deterministic probe, and the measurement record.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
A file that declares nothing but types and that nothing in the index depends
on — a hand-written ambient `.d.ts` of global shims, vendored typings, module
augmentation — cannot answer a flow question: no bodies, no call edges, no
behaviour, nothing typed by it. But the identifiers it declares are exactly the
generic ones a prose question uses (`Body`, `Message`, `ImageMetadata`,
`ReadableStream`), so on term overlap it out-scored the implementation. Measured
on the new fixture: rank #1 and 51% of delivered source, with the flow's own
entry file pushed out of the response entirely.

Measured first, per the issue: the Wrangler `worker-configuration.d.ts` that
opened this is already handled by CG-25's banner detection, worth 15-46 points
of envelope share across four flow queries. CG-25 credited; only the un-bannered
case needed anything.

`rankPenalty` now multiplies score and graph mass by 0.5 for such files, taken
as the STRONGER of it and the generated penalty rather than multiplied — one
property two signals see must not be charged twice. Detection is structural, not
by extension, and four conditions deep. Two of them were forced by measurement:
requiring every symbol to be type-level takes the corpus flag rate from 1-18%
(which swept in Kotlin sealed classes, Rust mod.rs re-exports and django's
locale tables) down to 0-4%; requiring that nothing depends on the file
separates an ambient shim from a working types module, and without it the rule
demoted displacement-ts's pipeline `types.ts` and broke the CG-31 gate.

A query that NAMES a declared type is exempt, so a question about a type still
reaches its declaration at full weight. Precise tokens only, so "…the file
body…" cannot exempt a `Body` interface it never meant to name; this needs its
own set because `namedSeedIds` is callable-only and a type never becomes one.

Regression evidence in docs/benchmarks/explore-declaration-only-cg28.md:
6-repo envelope sweep byte-identical against a clean baseline build, zero
ambient files reach the candidate set on VS Code across five queries, corpus
flag rate 0-0.74%, both allocation fixtures PASS, full suite 2,978 green.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…CG-28)

Both halves of the issue were measured on a hermetic fixture of four
declaration-shaped files varying on banner and depended-on-ness.

CG-25 already handles the motivating file: the Wrangler worker-configuration.d.ts
that opened this issue is demoted by the generated penalty alone, worth 15-46
points of envelope share across four flow queries. No new mechanism for it.

The narrower gap is real. A declaration file with NO banner carried pen 1.00,
took rank #1 and 51% of delivered source on a prose flow query, and displaced
the flow's own entry file out of the response entirely.

The rule is deliberately narrow, and both conditions were derived by survey
rather than guessed. 'Declares no callable and calls nothing' flags 1.1-18.0%
of files across the corpus and catches real source — okhttp's SocketPolicy.kt,
tokio/src/runtime/mod.rs, Alamofire's umbrella file, django's locale format
tables. Requiring every symbol to be type-level drops that to 0-4%. The
'nothing depends on it' condition was added after the broader version demoted a
pure-interface file with 13 inbound imports and broke the CG-31 displacement
gate — a different invariant entirely.

Does NOT stack with the generated penalty: rankPenalty takes Math.min of the
two, so a file that is both takes the stronger, never the product. A query that
NAMES a declaration symbol exempts its file entirely, so asking about a type
still reaches it at full weight.

Six-repo envelope is byte-identical to the pre-change tip — the rule does not
fire on any benchmark repo, consistent with the 0-4% survey.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Four shipped fixes, one open defect (CG-36), and five issues closed because
measurement contradicted them. The headline is that the reported symptom was
not an explore bug at all — it was a degraded index (CG-33), and the reported
query answers correctly on a clean rebuild with no explore change.

Records the two traps that cost real time and are now guarded in tooling: the
nonexistent .codegraph/graph.db path that sqlite3 silently creates, and
ab-new-vs-baseline.sh swapping src/ mid-run so a commit captures baseline
sources.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…opping it (CG-36)

A file's ranked clusters were all-or-nothing past the first one: the top-ranked
cluster was taken (shrunk to fit when it had to be) and every cluster below it
was rendered whole, then either fit the remainder or was dropped entirely. On a
file whose top-ranked cluster is TRIVIAL that discards the answer — django's
`db/models/sql/query.py` kept a 22-line glue cluster and dropped the 624-line
`Query` body, spending 1,923 of a 7,947 reservation; okhttp's
`RealInterceptorChain.kt` did the same behind its import header.

The response stayed full, which is why this was invisible: the unspent
reservation carried forward exactly as designed and a file scoring a fifth as
much took the bytes.

Two sites, the same rule — hold the remainder while it is still worth a section
(CG-26's between-FILES lesson, applied between CLUSTERS):

- selection now shrinks a later cluster into what is left of the file's budget,
  by the same whole-member rule the first cluster already used;
- the ceiling trim re-renders the weakest cluster into the room that remains
  before dropping it. On excalidraw's `typeChecks.ts` the section-cost estimate
  missed by 13 chars and a 1,512-char cluster — the file's highest-SCORING one —
  was thrown away to pay for it.

Cluster RANKING is untouched: measured, both real cases lost on `maxImportance`,
not on the density tiebreak the issue suspected, and density-first is what keeps
Alamofire's `Session.swift` from burying its methods under the property list.

Suite (6 repos, clean-rebuilt indexes): all 8 starvation flags cleared,
+1,012 source chars net. django's `sql/query.py` 1,923 -> 10,082 of 7,947,
okhttp's `RealInterceptorChain.kt` 1,474 -> 6,038 of 6,058, gin's
`routergroup.go` 3,273 -> 5,632. okhttp trades its rank-6 file (score 21) for
+7,196 chars in the two files that answer the question.

Ships two fixtures pulling in opposite directions (`starved-cluster-ts` and
`dense-header-ts`), a `spendShareAtLeast` gate in probe-allocation, and
probe-file-spend.mjs — a standing per-file reservation-vs-delivered sweep.
The issue blamed the density tiebreak; both real cases lost on maxImportance,
so ranking was left alone. Full before/after table, the one cost (okhttp's
rank-6 file, squeezed out by reservations that were already structurally
over-subscribed), and what ships to keep it measurable.
…it (CG-36)

A file whose top-ranked cluster was trivial kept it, dropped the cluster
carrying the answer WHOLE, and left most of its reservation unspent — because
only the first-chosen cluster could be shrunk. CG-31's carry-forward then
correctly handed that slack down the rank order, so the budget was not merely
unspent but REDIRECTED to weaker files.

django's sql/query.py (score 83, reserved 7,947) went from 1,923 delivered
chars to 10,082, and its envelope share from 7.7% to 40.4%; contrib/admin/
filters.py (score 18) went from 8,057 at 355% of its reservation down to 2,198
at 97%. All 8 starvation flags across the suite clear. Net +1,012 source chars.

The issue named the wrong fix point and the measurement said so: both real
cases lost on maxImportance, NOT on the density tiebreak the issue and its
duplicate (CG-37) suspected. Cluster ranking was left untouched, so the
Session.swift case density-first exists for still works — now pinned by a
dense-header fixture.

Accepted cost: okhttp trades its rank-6 file (score 21, reserved 1,999) for
+7,196 chars in the two files that answer the question, taking it from 6
delivered files to 5. django -159, okhttp -219 and tokio -25 source chars
against the epic tip; gin +1,176, alamofire +187, excalidraw +52. django also
stops cutting its epilogue.

Ships probe-file-spend.mjs, a standing suite-wide probe for reservation vs
spend, so this stays measurable — the original evidence came from ad-hoc
instrumentation that no longer existed and had to be re-derived by hand.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The epic record said nothing was open. CG-38 is: agent-named symbols in the
tail of a large file never render, which the epic's probes cannot see because
none of them measures whether the named symbol appeared.

Also corrects a wrong claim made while investigating it. The epic was said to
have regressed its own motivating query; that comparison varied the index as
well as the engine. A controlled bisect holding the index fixed shows the
pre-epic engine rendering 12 lines and CG-36 rendering 463 — the epic strictly
improves the case, and the symbols render at neither.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
CG-24: explore response noise — allocation fixes, generated-file detection, and index-drift convergence
…ts (CG-38)

`codegraph_explore` never returned `queueMessage` (L1087) or
`flushQueuedMessages` (L1102) from a 1,414-line file, on a symbol bag or a
prose question, even with that file at rank #1 holding 67% of the envelope —
the agent got a same-stem `QueuedMessage` interface at L70 and had to Read the
file for the functions it had named. Pre-existing at every build including
pre-epic (controlled bisect, index held fixed).

Two independent causes:

1. `buildFlowFromNamedSymbols` returns the Flow prose AND the set of node ids
   the agent named — and the latter is the whole guarantee, since it injects a
   named def into its file's cluster ranges at importance 9. Its bail-outs
   returned EMPTY, zeroing the identity whenever there was nothing to PRINT.
   Two sibling closures that never call each other produce no chain, no synth
   hop and no boundary, so both defs lost importance 9 and the file rendered
   from its head. `identityOnly()` now separates the two, gated on
   shape-precise tokens so a prose word that exact-matches a callable cannot
   promote itself.

2. The ceiling trim filled in SOURCE order, so an over-ceiling render always
   dropped the END of a large file first. The shrink HAD kept both symbols
   (1022-1121); the trim cut back to 839. `windowToCeiling` now takes the
   spine call site plus every importance>=9 member as focus lines, tries the
   full ceiling first, and splits the held-back reserve evenly with
   carry-forward — greedy-in-source-order reproduced the bug one level down.

The shrink's loose size estimate is left alone deliberately, and the comment
now says why: making it exact was built and measured WORSE (it stops at the
last member that fits whole and the released bytes carry forward to
lower-ranked files, costing payroll-go's `s.store.Upsert`). `bound()` clamps to
the ceiling anyway, so the slack costs no bytes; it just must not pick the
survivors, which is what the trim now handles.

The measurement gap this closes: every existing probe is aggregate — envelope
share, per-file spend, source totals, file counts — and all are green on a
response that returns 25K from the right file and omits the named function.
`probe-named-symbol.mjs` checks the definition LINE against the response's
rendered lines, per symbol.

Suite envelope byte-identical to main on all six repos; probe-allocation 4/4,
no starvation flags; 180 files / 2,997 tests green. Fixture: 7/7 fail on main,
7/7 pass here, deterministic over 4 runs per arm.
CG-33/CG-35: converge incremental sync with a full rebuild
CG-38: guarantee an agent-named symbol renders, wherever it sits
fix(telemetry-dashboard): accept Origin: null on login — no-referrer policy locked Chromium out (CG-16)
…lbymchenry#671)

Recut of colbymchenry#678 against the current instructions — the original predated the
explore-first rewrite and conflicted in both files it touched.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…supported-languages

feat(mcp): surface supported languages in MCP server instructions (recut of colbymchenry#678)
…nstaller-targets

feat(installer): GitHub Copilot targets — VS Code, Copilot CLI, JetBrains
…nry#1515)

Making unions first-class nodes leaves the third loss in colbymchenry#1515 open:
interfaceOverrideEdges enumerates its concrete side as ['class','struct'],
so a union implementor is skipped even though it now has a real node and a
real `implements` edge. "Who implements this trait" then answers wrongly
rather than incompletely — the struct beside it bridges and the union does
not.

Add 'union' to that tuple, plus a regression test that pins the Rust
trait -> union-impl hop (the struct implementor is the control proving the
synthesizer ran). Verified the test fails on the union assertion alone
before this change.

No EXTRACTION_VERSION bump: main is already at 25 against v1.5.0's 24, so
existing indexes are flagged stale for the next release regardless, and
over-bumping is what turns the re-index hint into noise.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Resolves the CHANGELOG conflict — main and this branch each prepended a
bullet to [Unreleased] > Fixes; both are kept. Everything else auto-merged,
including src/mcp/tools.ts, which main reworked heavily for the explore
allocation/displacement work (CG-28/31/36/38) while this branch added the
`union` kind to its container sets.

Verified on the merged tree with the native kernel built: 3070 passed,
9 skipped, 0 failed.
…tions-not-indexed

fix(c,cpp,objc,rust): index union declarations as a first-class `union` node kind (colbymchenry#1515)
Upstream has not tagged a release since v1.5.0, but main carries 104 commits
we want ahead of that tag - most relevant to FM-Agent:

- incremental sync no longer drifts from a full rebuild (replaying 80 commits
  through `sync` left 5.7% of connections wrong upstream, now 1.3%)
- codegraph_node / codegraph_explore no longer slice current file bytes at
  outdated line positions after a file changed on disk (colbymchenry#1474)
- C/C++/Objective-C/Rust unions are indexed as first-class nodes (colbymchenry#1515)
- Python classes used as values produce reference edges (colbymchenry#1478)
- the write-ahead log no longer grows without bound after a force-killed
  process, and the watchdog no longer kills a healthy server on slow disks
  (colbymchenry#1431)

Pinned at c6aaa20 rather than tracking main,
so the base stays a fixed point we can name.

Merge only - no fork-layer changes. The fork layer applied cleanly with no
conflicts: install.sh, install.ps1 and src/upgrade/index.ts still point at
fmagent-project/codegraph, the release workflow is still the GitHub-Releases-only
trim, and no upstream commit touched them. The version bump and the FORK.md base
note follow in the next pull request.

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💡 Codex Review

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Reviewed commit: 38d1f9733a

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readonly docsUrl = 'https://docs.github.com/en/copilot/how-tos/copilot-cli/customize-copilot/add-mcp-servers';

supportsLocation(loc: Location): boolean {
return loc === 'global';

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P2 Badge Allow local Copilot CLI installs

When users choose --location=local, this target is skipped even though Copilot CLI now supports project-level MCP files: GitHub's docs say it "looks for project-level configuration" in .mcp.json and .github/mcp.json (docs). As a result, codegraph install --target=copilot-cli --location=local leaves repo-local Copilot CLI sessions unconfigured; this target should write the local MCP entry instead of rejecting local installs.

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.nodes_meta
.iter()
.position(|m| m.name == type_name && matches!(m.kind, "struct" | "enum" | "class"))
.position(|m| m.name == type_name && matches!(m.kind, "struct" | "union" | "enum" | "class"))

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P2 Badge Add unions to the supertype walker

This adds Rust impl Trait for MyUnion extraction, but the resolver's SUPERTYPE_BEARING_KINDS set still excludes union, so getSupertypes() filters these union nodes out before following their new implements edges. In Rust code where a union relies on a trait/default method through the conformance pass, the edge is stored but chained or inherited-method resolution still behaves as if the union has no supertypes; add union to the resolver's supertype-bearing set with this extraction change.

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@Dshuishui
Dshuishui merged commit 4a6bd82 into main Aug 11, 2026
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4 participants