2c708caf7cce297dabdc03cfe9815ebdb3580d87
100
Commits
| Author | SHA1 | Message | Date | |
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 Colby McHenry
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2c708caf7c | Merge branch 'main' into feature/CG-35 | ||
 Colby MchenryandGitHub
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969ea1ec37 |
Merge pull request #1525 from colbymchenry/feature/CG-24
CG-24: explore response noise — allocation fixes, generated-file detection, and index-drift convergence |
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 Colby McHenryandClaude Opus 5
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07338ff12e |
docs(benchmarks): record CG-38 as open, and correct the regression claim
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> |
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Colby McHenryandClaude Opus 5
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8a4623463d |
merge: shrink a later cluster into the remainder instead of dropping 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> |
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Colby McHenry
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10f1ac601a |
docs(benchmarks): record the CG-36 cluster-starvation measurement
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. |
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Colby McHenry
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eed16447c3 |
fix(explore): shrink a later cluster into the remainder instead of dropping 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. |
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Colby McHenryandClaude Opus 5
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76ab1fe130 |
docs(benchmarks): record the CG-24 epic resolution
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> |
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Colby McHenryandClaude Opus 5
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ed6c56f3fa |
merge: damp undepended-on ambient declaration files on flow queries (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> |
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Colby McHenryandClaude Opus 5
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9efae0f8f2 |
fix(explore): damp ambient declaration files on flow queries (CG-28)
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> |
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Colby McHenryandClaude Opus 5
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463f6e7844 |
merge: factory-closure envelope premise measured and rejected (CG-27)
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> |
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Colby McHenry
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91cb5b4317 |
measure(explore): the factory-closure envelope premise does not hold (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. |
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Colby McHenry
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d49265043c |
test(explore): add the factory-closure fixture and its selection probe (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.
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Colby McHenryandClaude Opus 5
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dc4fd755ef |
merge: recognize Wrangler-style generated banners (CG-25)
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>
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Colby McHenryandClaude Opus 5
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8bb0f53bca |
merge: explore allocation — bounded overshoot, displacement guard, exact 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> |
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Colby McHenryandClaude Opus 5
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57e0854213 |
fix(explore): recognize Wrangler-style "generated by … by running" banners (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> |
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Colby McHenryandClaude Opus 5
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02ee151e46 |
CG-35: give the sync-convergence suite teeth against the rebind pass
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> |
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Colby McHenryandClaude Opus 5
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03893b0ab9 |
CG-33: converge incremental sync with a full rebuild
A live, auto-synced index did not converge to a clean rebuild of the same tree — 4.3% of distinct edges wrong in both directions on this repo's own index, overwhelmingly `calls`, which is what flow queries traverse and what explore's file ranking weights. Silent: nothing warned, and the symptom read as "codegraph isn't very good" rather than "this index needs rebuilding." Two causes, and the fix needed both. Resolution binds a reference to one of the same-named definitions PROJECT-WIDE, so a definition appearing or vanishing changes the correct answer for references in files the sync never touches — and those references resolved successfully once, which deletes their unresolved_refs row, leaving nothing to revisit them with (#1240's retry only revisits refs parked as failed). Separately, when nothing disambiguated the candidates the winner came down to rowid, i.e. the order files happened to be WRITTEN, which differs between a scan-order full index and a sync that appends each file as it changes. That second one is why re-resolution alone could not converge: re-resolving against the identical graph still picked a different candidate. So getNodesByName now orders by (file_path, start_line) — a property of the code, not of the write order — and sync computes a definitionDelta and re-opens the resolution edges whose answer it may have invalidated, re-inserting each as the reference that created it for the orphan sweep to bind against the post-sync graph. The delta compares `file\0name` pairs per file rather than one name set over the batch: a commit that adds `collect` to a new file while an unrelated changed file already defines `collect` cancels out of a batch-wide set, and that miss was the largest residual class in the first measurement. Conservative where the failure modes are asymmetric — a wrong deletion is a permanent edge loss, a missed rebind is only residual drift. Edges without a refName stamp are never touched (nothing to restore them from), sources the sync already re-extracted are skipped, and a per-name ceiling declines the generic names. Edges are deleted before the sweep re-inserts, since INSERT OR IGNORE against idx_edges_identity would otherwise keep both rows when a reference rebinds elsewhere. Replaying real commits of this repo through sync, then diffing against a rebuild: 16 commits 48 -> 0; 80 commits 1,634 -> 361, with the actively misleading direction (stale edges the index keeps asserting) 671 -> 2. Index and sync wall-clock are unchanged; the ORDER BY costs 18% per uncached name lookup, which never reaches wall-clock because the resolver memoizes it. The 357-edge residual at 80 commits is one pre-existing class: refs to generic names (`push`, `join`) parked above #1240's per-name retry ceiling, which a rebuild resolves into cross-language garbage — a TS test file "calling" an R method. Converging there would mean manufacturing wrong edges, so it is left alone. And no drift metric in `codegraph status`: it cannot be computed without the rebuild it would be recommending, and a proxy would fire on that residual and train users to ignore it. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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5f32478b57 |
docs(benchmarks): record the CG-26 A/B — the invariant holds on every path
Deterministic 6-repo table, the three agent A/Bs (django, excalidraw, okhttp, 2 runs/arm, Read 0 in all 12 runs), and an honest read of the two repos that deliver a few hundred fewer source chars: at the CG-31 tip both were over-filled by the flat-200 section overhead and paid for it by discarding their epilogue whole. Also: CHANGELOG entries for the two user-visible changes, and the memory note now carries the fourth accounting gap plus the two lessons — hold the REMAINDER when a full reservation no longer fits, and never skip a file over an accounting difference. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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7cbde95ce2 |
fix(explore): pay every admitted file on every render path (CG-26)
The invariant this closes: every admitted file receives at least its reservation before any file draws on carry-forward slack. CG-30 bounded an oversize cluster member and CG-31 gave the cluster path a displacement guard; three holes were left, and each one starved a file that had been admitted, reserved and — in the worst case — rendered. 1. The whole-file arms had no displacement guard. BUY's fit test read `renderCeiling - totalChars` (everyone's room) while its source-space sibling refused the same trade, and GRACE was not fit-tested at all. okhttp's CallServerInterceptor.kt shipped 8,499 chars on a 5,964 funded ceiling and the rank-6 file below it delivered nothing. Both arms now test the render they actually produce against `fundedHeadroom`, and a whole render that does not fit falls through to clustering instead of skipping the file. 2. Every section was charged a flat 200 chars while a real header runs 300-500. The loop believed it had room it did not have — okhttp allocated 26,601 against a 24,400 ceiling — so the final truncation threw a fully-rendered section away. Sections are charged their real cost now, the owed-below arithmetic uses a per-file overhead estimated from the file's own symbols, and a marginal overrun trims the weakest cluster (or windows the last one into the room that is left) rather than skipping the file over a rounding difference. 3. `owedPayableBelow` held all-or-nothing. When the last admitted file's FULL reservation no longer fit, nothing was held for it: on the precise-query fixture the rank-5 file took 4,134 chars against a 2,948 reservation while rank 6 — admitted, reserved 2,539 — was left 4 chars and skipped. It now holds the remainder while that remainder is still worth a section (MIN_CHARS). And the epilogue is budgeted instead of discarded. The flat 600-char margin was neither the epilogue's size (1,064 gin, 1,788 django, 2,231 excalidraw) nor a bound on it, so four of six suite repos shipped with no pointer list and no reminders at all. The loop now reserves the epilogue's FLOOR — the one line that says an uncovered area exists, plus a pointer for every file whose bytes were deliberately withheld (CG-12) — and the rest is fitted to the room that actually remains, in priority order, entry by entry. Sized from the real strings; no constant was swept against the suite. Deterministic, same clean-rebuilt indexes, baseline = CG-31 tip: repo base source new source files ceiling django 20,791 20,878 6 -> 6 was discarding its epilogue tokio 21,521 21,607 5 -> 5 was discarding its epilogue okhttp 19,034 18,870 5 -> 6 +1 file delivered excalidraw 20,204 19,652 8 -> 8 keeps its pointer list gin 10,776 10,776 4 -> 4 byte-identical alamofire 11,662 11,662 2 -> 2 byte-identical No repo truncates any more and none loses a file. okhttp and excalidraw trade 164 and 552 source chars on their LAST-ranked file for the pointer list naming what the response could not cover — bytes the CG-31 tip only had because it over-filled a ceiling it mis-measured and then discarded the epilogue whole. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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c54e0080c2 |
fix(explore): keep the drift warning out of the cuttable epilogue (CG-31)
The '⚠ changed on disk after the last index sync' banner is an honesty claim about source we DID render — line refs elsewhere in the response may be shifted — not a note about the response. Drawing the epilogue boundary after it means the size cut can never be what silences it. Suite numbers unchanged. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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be7c968439 |
docs(benchmarks): record the CG-31 A/B — no regression, four repos stop truncating
Deterministic (6 repos, clean rebuilds, both builds): four deliver more source and one more file each, two are byte-identical, none deliver less. Agent A/B (django n=3, okhttp n=2, gin n=2, sonnet/effort high, both arms codegraph-on, 0 contamination): the new arm is faster on all three, Read at or below baseline, occupancy lower. Also records the two corrections the suite forced on the first cut of the guard, and the two residuals CG-26 inherits — the render loop's 600-char epilogue margin (a sweep was run and deliberately NOT shipped) and the BUY arm's source-space-only guard. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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f1fecb8232 |
fix(explore): fund the guard from room that exists, and cut the epilogue first (CG-31)
Two corrections found by measuring the first cut of the guard against the 6-repo suite. The first version held back the FULL sum of the reservations below a file. On django that took 2,319 chars off a file the agent receives and handed them to a section the hard ceiling then threw away — the guard's own failure mode, one layer down. tokio lost 1,298 the same way. 1. `owedPayableBelow` — hold back only the prefix of what is owed below that the response can still PAY, in rank order. A promise the ceiling cannot reach is not a claim on this file's bytes. 2. The final truncation now spends the EPILOGUE before it spends a rendered file section. It used to cut at the last section header, dropping that section AND the trailing notes; dropping the notes alone is almost always enough. A section is source the agent otherwise has to Read; the epilogue is a pointer list and two reminders, and the note that replaces it carries the "explore these names" instruction forward. Also count `flow.text` in `totalChars`. It is prepended to `lines` to make the final output, so the render loop always spent against a ceiling it was ~2K under on symbol-bag queries. Deterministic, same clean-rebuilt indexes, both builds (baseline = CG-30 tip): repo base source new source files django 20,033 20,791 5 trunc -> 6 excalidraw 18,776 20,204 7 trunc -> 8 okhttp 15,628 19,034 4 trunc -> 5 tokio 20,340 21,521 4 trunc -> 5 gin 10,776 10,776 4 -> 4 (byte-identical) alamofire 11,662 11,662 2 -> 2 (byte-identical) No repo delivers less; four stop truncating. `funded` in the diagnostic now reports the render CEILING the guard allows, which is what every render path is actually bounded by. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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089dcc276f |
fix(explore): hold back what is still owed below a clustered render (CG-31)
Carry-forward slack let a file spend what the files ABOVE it left on the
table. Nothing held back what was promised BELOW it. The whole-file BUY arm
has always refused that trade (`owedBelow`); the cluster path read `headroom`
— what is left before the hard ceiling — instead of what is still owed, so
`fileBudget` and `SPINE_CEILING` could pay a 1.5x overshoot out of another
file's reservation.
`fundedHeadroom` is the same inequality in the units the cluster path spends
in: source PLUS the per-section overhead each unreached file will charge.
Floored at the file's own reservation — a kept promise is not a displacement —
and it is <= `headroom` by construction, so it is the only bound the three
render sites need. The skeleton path's `bodyCap` takes it too.
Measured on `__tests__/fixtures/displacement-ts` (a 4-stage pipeline padded
past 500 files, where the 24K envelope genuinely saturates the 24.4K render
ceiling):
before ingest.ts emitted 9,301 on a 6,289 spendable, then lost the whole
section to the final ceiling — 0 delivered. types.ts and sink.ts
skipped `budget-whole-file`. 3 of 6 admitted files delivered.
after ingest.ts bounded to the 4,913 actually free. 6 of 6 delivered,
envelope 14,908 -> 22,066.
The self-query allocation fixture flips back to PASS with it, on a clean full
rebuild of this repo's index (CG-33). Its `afterCG30` verdict blamed an
over-RESERVED incidental file; the reservation was identical in both arms —
the file was over-SPENDING. Recorded honestly in `afterCG31`.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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Colby McHenryandClaude Opus 5
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0d014a6582 |
docs(benchmarks): record the CG-30 A/B — deterministic win, no behavioural regression
Primary evidence is deterministic: on django, query.py rendered 2.12x its budget on main and 1.49x with the bound, and the freed bytes reach the files below it (+2,104 chars of source in the same five files). gin is a true control — the two builds emit byte-identical explore output there, which is what makes its agent-run deltas variance by construction. Also records the harness trap that voided the first two batches: ab-new-vs-baseline swaps src/ to the baseline ref mid-run, so a commit made while it runs captures baseline sources. Check the "changed:" line before believing any run. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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cd1ea27ea8 |
fix(explore): restore the CG-30 bound d652c14 reverted
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Colby McHenryandClaude Opus 5
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d652c148f6 |
docs(cg-30): changelog entry + record the self-query probe flip honestly
The self-query allocation probe fixture's delivered-share gates now fail. The cause is not the new bound: allocation is unchanged between arms (parse-run.mjs 32.3% vs 33.9% on main) and tools.ts delivers the same 8,282 chars in both. What changed is that the incidental file now DELIVERS — on main its whole section was cut by the hard-ceiling truncation, so the fixture passed on truncation luck. Every file on this repo obeys the new bound (max 1.40x of spendable). Recorded as `afterCG30` with that reasoning rather than tuning the bound to restore the pass. The over-reservation it exposes is epic CG-24's subject. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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765c06aa40 |
fix(explore): bound how far an oversize cluster member may overshoot (CG-30)
shrinkCluster keeps an oversize cluster's highest-importance member WHOLE on purpose — an empty file section sends the agent to Read, the outcome explore exists to prevent. What it lacked was a bound, and "never empty" quietly meant "never bounded": on the reporting repo one file emitted 22,376 chars against a 9,181-char reservation (2.44x), past both the per-file budget and the spine ceiling. That overshoot is what collapses `headroom` for every file below it. The same rule has a second face. When the top member is bigger than the whole response ceiling, the file does not overshoot — it is dropped entirely at the renderCeiling check, so the agent gets nothing for a file it named. renderCluster now takes a ceiling (1.5x what the file may spend — the same multiple SPINE_CEILING already draws, and never below the cap, so a cluster that fits is untouched). Past it the member is WINDOWED on whole lines rather than emitted whole or dropped: leading window plus, on a flow cluster, a window on the spine's call site. A partial window shorter than 12 lines is dropped instead — a sliver in the session record forces the next call's dedup to shred the block around it or re-send it — unless nothing else was emitted, where the never-empty floor wins. Measured on the new fixture, pre-fix vs post-fix: monthly.ts 12,391 chars on a 3,334 budget (3.7x) → 4,941 (1.48x) quarterly.ts dropped, no headroom left → 4,004 delivered Also: the diagnostic now reports `spendable` (reservation + inherited slack) alongside `reserved`. Every render bound reads the former, so reporting only the latter makes an ordinary carry-forward read as a file spending over budget — and it made the overshoot this issue is about unmeasurable. A windowed file is now flagged `clipped` too, instead of presenting a window as the whole file. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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2cf63fd114 |
CG-33: record index-drift measurement and add a drift diff tool
A live, auto-sync-maintained index does not converge to a clean full rebuild of the identical tree. On codegraph's own repo, 4.3% of distinct edges are wrong in both directions (751 missing, 476 stale), dominated by `calls` — the edges flow queries traverse and that feed the RWR mass explore ranks files by. Raw edge rows differ by only +0.7%, because the divergence is bidirectional and nets out; any drift check must compare edge SETS. Rebuild-vs-rebuild is 0, so the indexer is deterministic and this is not noise. Node sets are identical and every integrity check is 0 on both indexes, so this is stale cross-file resolution, not accumulated residue. `diff-index-drift.mjs` is read-only and takes two index paths — rebuilding is the caller's job, so the tool can never clobber the artifact it is measuring. It also refuses a missing path, since node:sqlite creates an empty database rather than failing and an empty schema reads exactly like a stale pre-migration index. Diagnostic captures from the originating incident are deliberately NOT committed: they contain verbatim source from a private repo. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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d6d17288be |
docs(benchmarks): re-derive the token figures the result.usage bug touched
Swept every benchmark doc for figures produced off `result.usage` and fixed
the ones that had raw logs to re-derive from.
residual-context-occupancy.md — the sonnet 3-turn throughput table. Re-derived
from the preserved logs: tokens saved 23% -> 56%, and vscode's "98% MORE tokens
with codegraph" was never real, it is 41% fewer. Cost, time and tool calls were
never affected by this field and are unchanged. The occupancy table itself is
measured off the timeline, so every number in it stands -- including the 82%
higher residual, which is the finding the document exists for.
call-sequence-analysis.md — this doc DIAGNOSED the bug and its reproduce block
claimed the aggregator summed per-turn tokens. It did not, until
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Colby McHenryandClaude Opus 5
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da1f6121fd |
docs(readme): benchmark table from the corrected 2026-08-05 re-measure
Re-measured on the CLI-blocked harness at the README's own stated methodology (claude-opus-4-8, single question, median of 4, same 7 repos), with tokens summed per turn per |
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Colby McHenryandClaude Opus 5
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04c0f8eab5 |
test(agent-eval): sum tokens per turn — result.usage stopped being cumulative
"Tokens processed" was read off result.usage. That was correct when the README figures were measured; in current Claude Code the field reports the LAST turn only. Nothing here changed — the host did, silently — and the harness kept reporting the smaller number. The error is one-sided, which makes it worse than noise: it under-counts whichever arm takes more turns, and that is always the WITHOUT arm. On the 2026-08-05 campaign it turned a real 62% token saving into 19% and invented a token REGRESSION on tokio (-41%) and alamofire (-25%) that does not exist. Those numbers were one push away from the README. Now summed per assistant request and deduped by message.id, the same rule the occupancy timeline already used — Claude Code emits one event per content block carrying identical usage, so summing per event double-counts (~1.7x measured). CLAUDE.md already warned about this field. The code did not follow; it does now. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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a7db24d0c0 |
docs(readme): disclose the context-footprint side of the benchmark
The benchmark table measures throughput -- tokens processed, tools called, cost to reach one answer. It has never measured what is still resident in the window afterward, and on that axis codegraph costs more: ~80% more retrieval context left behind than a file-reading agent, on all seven repos. That is the axis issue #1500 reported, and it is structural rather than a defect -- one dense payload that answers the question and stays, versus grep-and-read churn that evicts. Worth stating plainly next to the cost note rather than leaving a user to discover it in a long session. The Opus 4.8 single-question figures in the table are deliberately untouched: the occupancy campaign ran sonnet / 3-turn, a different regime, and nothing measured there licenses restating them. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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48cbc21a17 |
merge: cross-call explore session dedup (CG-2, #1500)
Never re-serve source this session already sent: session-scoped state (CG-17) plus a precise back-reference in place of the bytes (CG-18). Duplicated source drops 6.4% -> 0.74% of the response, at flat cost per call, with more unique source in its place. Bar 4 of CG-20 -- "residual occupancy must drop" -- is NOT met, and the gate records why: CG-18's accepted rule spends reclaimed bytes on files not yet shown rather than banking them, so a design that re-spends every byte cannot lower the byte count. The two requirements were mutually unsatisfiable as written. Bars 1-3 (no extra Reads, no abandonment, no bucket shift) pass across 24 runs on both arms. Kept on that basis, and cheap to reverse: CODEGRAPH_EXPLORE_DEDUP=0 disables it at runtime. Full gate: docs/benchmarks/explore-dedup-ab-cg20.md Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
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2cfd321b23 |
docs: CG-20 — the dedup gate, three bars pass and the fourth cannot (CG-2)
Read is 0 in all 24 runs of both arms across client-go and excalidraw, no isError, codegraph is the last tool in every run, and both "Read a file we returned" / "did not return" buckets are empty — with back-references demonstrably reaching the agent in 8 of the 9 multi-call runs. Residual occupancy is flat, and the measurement shows it could not have been anything else: CG-18 was accepted on the rule that reclaimed bytes get spent on unseen files rather than banked, so the byte count cannot fall. What moves is the duplicate fraction of that residual — 87% less across the agent runs, 86% and 94% on two matched deterministic replays. Also recorded: dedup.savedChars is a pre-clip figure (11,450 reported against 1,042 chars actually re-served), so tuning off it inflates the win ~7x. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenry
|
7a7ea30cbd |
docs: cross-call dedup — its gates, where the bytes go, and the all-pointer guard (CG-18)
Extends the session-state design doc with the layer built on it: what gates a withheld span (session, content fingerprint, two size floors, kill switch), why the fingerprint and not #1474's drift flag, the two channels the reclaimed bytes leave by, and why "no duplicate ranges across calls" holds for every call that had something new to say rather than universally. |
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Colby McHenry
|
ab38d1f090 |
feat(explore): point at source this session already sent, don't send it twice (CG-18)
A later explore call re-served whatever it re-ranked, so on the #1500 report the 4th call spent its envelope on the spine the 1st call had already delivered. CG-17 recorded what was served; this acts on it. What a withheld span becomes is the whole design: a POINTER, never a silence. An insufficient-feeling response is what sends an agent to Read, and one or two of those early in a session teach it to abandon codegraph — so the replacement names the file, the symbols and the line spans, and says both that the source came from THIS conversation and that the file has not changed since. - Content fingerprint, not the drift flag, gates it. They answer different questions: two calls inside one drift window served the same current bytes, while a file edited AND re-synced between calls is never "stale" and yet the agent's copy is now wrong. An edited file re-emits in full. - Only a covered run of >= 8 lines is replaced, and a remainder under 160 chars folds into the pointer. Below those the pointer costs more than the source and the block reads as shredded — a fence holding `228\t` is a broken-looking response, which is the expensive failure. - The reclaimed bytes go to files the agent has NOT seen, two ways: a smaller `sourceSpent` hands slack down CG-21's carry-forward pool, and a fully back-referenced file gives up its maxFiles slot the way a cliffed one does. Within a file, the cluster shrink now reads the DEDUPED length, so it never drops new symbols to make room for source it isn't sending. - If dedup suppresses everything and nothing new takes its place, the top suppressed file is spliced back in whole. An all-pointer response is the shape that reads as "codegraph found nothing"; one re-served file is the cheaper mistake. Kill switch: CODEGRAPH_EXPLORE_DEDUP=0. |
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Colby McHenry
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4e94860f8f | docs: the session-state layer — its four constraints and which way to be wrong (CG-17) | ||
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Colby McHenry
|
fc31b1e2bf |
feat(mcp): remember what explore already served this session (CG-17)
Explore answers every call as if it were the first: no record of the files and line ranges it already sent, so a 4th call re-serves the 1st call's spine and the tier call budget can only be asked for, never enforced. Track it per MCP session, per resolved project root — files, coalesced line ranges, bytes, and the call's index in the session. Nothing reads it yet: the response is byte-identical, which the suite pins against an untracked call of the same query. The daemon shares ONE ToolHandler and a pool of worker threads across every connected client, so the state can live neither on the handler nor in a worker. It lives on MCPSession and is handed to execute() per call; the session's view rides DOWN on the args and the call's emission rides BACK on the ToolResult, both as plain properties so they survive the structured clone to and from a worker. execute() records the emission on the main thread and deletes it unconditionally — including for callers that track nothing, like the CLI — so it can never reach the wire. A view a client spells itself is discarded rather than trusted. Ranges are reported by the render loop itself (buildSection now returns the spans it slices alongside the text), and only files that survive the final hard-ceiling truncation are recorded. Where a bound forces a choice the record keeps FEWER ranges than were emitted: under-reporting re-serves something the agent has, over-reporting withholds source it never saw and costs a Read. Every bound caps detail only — callCount keeps counting past eviction, so CG-19's decay can't reset itself every 8 calls. |
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Colby McHenryandClaude Opus 5
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5dd4db68cd |
docs: the occupancy baseline says our residual is higher — write that down (CG-13)
Fills the empty RESULTS placeholder with the 2026-08-05 campaign
(bgjob-6d357cd2: 7 repos x 2 arms x 4 runs x 3 turns, 137 min).
The finding is not the flattering one. Retrieval residual is 82% HIGHER
with codegraph and share-of-context 27% higher, on all seven repos —
vscode 67k resident against 18k. At the same time six of seven
without-arms *process* more total tokens (gin 660k vs 290k) while
leaving less behind. Both are true: one dense verbatim payload stays
resident where many small Read/Grep results evict. This corroborates
issue #1500 on our own harness; the aggregator used to print it as
"-82% lower with codegraph" until the sign bug at
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Colby McHenryandClaude Opus 5
|
520ed9d933 |
test(agent-eval): report residual direction by sign, not by hope (CG-13)
The occupancy summary hardcoded "% lower with codegraph". pct(w, wo) is the reduction going with->without, so a negative value means the with-arm's residual is LARGER -- and the line printed "-82% lower with codegraph" for the case where codegraph in fact occupies 82% MORE. A double negative that reads as a win and inverts the headline of the whole metric. Direction now follows the sign in words, and the negative case says what the shape actually is: codegraph front-loads one large verbatim payload that stays resident, where Read/Grep churn many small results that evict. Fewer total tokens processed and a larger persistent footprint are both true at once -- that pair is the axis issue #1500 reported. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenry
|
382791f11e |
docs: one entry point for the three feedback metrics, and how to run them (CG-11)
Three per-metric docs told a maintainer what each number means; none said which one answers which question, which harness produces it, or how to read the arm table. agent-eval-feedback-metrics.md is that page — the metric → question map, when to reach for ab-new-vs-baseline.sh (isolates a change, both arms codegraph-on) versus run-all.sh (with vs without, a different question) versus bench-readme.sh, the worked CG-22 express table where all three read together, and the bucket → fix mapping. Not a fourth restatement: the derivations stay where they are and each doc now points here. The caveats that change how the summary table is read are carried over rather than dropped — allocation efficiency is relative (attribution is by citation, so same-question builds only, and never "codegraph wastes N%"), occupancy shares are Claude Code / 200k and do not transfer between hosts while the arm ratio does, sufficient is not correct, small-n throughout. Plus the contamination row, which means different things in the two harnesses and is the first thing to look at in both. Also records that the CG-8 7-repo bucket block no longer re-derives: bench-readme.sh overwrites /tmp/ab-readme, so the swept logs are gone. The current logs give a different distribution over the same 62 calls, and the CG-8-era and current classifiers agree exactly on them — so nothing moved under the metric, the corpus did. CG-13 re-establishes the baseline. |
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Colby McHenry
|
3e8922dfad |
test(agent-eval): report all three feedback metrics per arm, side by side (CG-11)
The three metrics existed but only run-all.sh printed them, one block per run. ab-new-vs-baseline.sh — the harness that actually isolates a retrieval change, both arms codegraph-on — grepped its parse output down to `by type` and `Result`, so occupancy, sufficiency and allocation never reached the maintainer running the A/B they were built for. Both harnesses now print the three blocks under every run and end with one compare-arms.mjs table: median [min–max] per arm across RUNS, sufficiency pooled (it is per-CALL, so median-of-run-percentages would weight a 1-call run like a 5-call one), allocation pooled by bytes and per run. The table is "did it move?"; the per-run blocks stay the "why?" — only they name the query that fell short and the file nothing cited. It reproduces the recorded CG-22 express result off logs already on disk: baseline 3/6 calls in the `Read a file we returned` bucket at 82.0%, new 0/5 at 96.9%. parse-bench-readme.mjs gets the same two metrics as a with-arm table, so the CG-13 campaign aggregates all three rather than occupancy alone. Also folds the CLI-block shim into no-cli-shim.sh and gives it to ab-new-vs-baseline.sh. There it is not a with/without leak but an attribution one, and it breaks all three metrics at once: output arriving through Bash is charged to Bash in the occupancy table, and an explore issued through the CLI is not a tool call at all, so it never reaches the sufficiency classifier or the allocation parse. The run silently drops calls from every number. The daemon pre-warm and the model policy are untouched. Validated on one live gin arm (2 explores, 0 Read, all three blocks + table) and against the cg22/cg15 and ab-readme logs. Selftest 68/68. |
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Colby McHenry
|
fa15d1046a |
docs: allocation efficiency — the metric, its guards, and the 103-run baseline (CG-9)
Records the sweep over every A/B log on this machine (103 sessions, 297 explore calls, 0 crashes) and, more usefully, the new-vs-baseline arm table the metric exists for: express 82% → 100%, cg21/client-go 67% → 95%, two pairs going the other way. States the caveat in the places it can be misread: the corpus median sits in the eighties because these are flow questions whose answers name most of the chain, the metric is byte-weighted, and an agent can use a file without citing it. It compares two builds on one question; it is not an absolute waste figure. |
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Colby McHenry
|
db3b8d2a1e |
test(agent-eval): report what share of explore's bytes the answer used (CG-9)
The envelope view needed a human to say which files answer the question (`--answer <glob>`). This reads it off the agent's own final answer and reports one number per run and per call: bytes returned for files the answer cited, over all bytes returned. That is the #1500 defect as a number instead of a hunch. Attribution has two channels, ranked so the weaker one stays separable: the answer naming the file (reported alone as the conservative floor), and the answer citing, in a code span, a symbol only that file DEFINES. Three guards keep the error from leaning optimistic — the direction a tuning metric must not lean: * Only symbols the file defines. Section headers render `name(kind)` for call sites too, and crediting those marked excalidraw's dragElements.ts used because the answer named `mutateElement`. * A definition beats an import alias of the same name (`variable`), or `lib/application.js` gets credit for `require('./utils')`. * A name on 3+ returned files identifies none of them. Bare basenames count as citations (agents write `utils.js:225` in prose) but only for extensions the envelope shipped, so `res.send` and `mime.contentType` — the same token shape — do not read as files. Both the envelope view and this share one parse of the rendered markdown (parseExploreCall), still not the CG-4 sidecar: the sidecar exists only on a post-CG-4 build and so cannot measure a baseline arm. |
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Colby McHenryandClaude Opus 5
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254e573f11 |
docs: the 7-repo bucket baseline, and the recall case by hand (CG-8)
The 14 multi-turn with-arm sessions of the README corpus exercise every bucket (62 calls), so the sweep is no longer one repo family: 47% explored again, 11% Read a file we returned, 2% Read a file we did not, 23% Grep/Glob, 18% moved on. Flagged as a baseline rather than a verdict -- three-turn sessions on hard flow questions, and "explored again" includes the legitimate second call on a repo whose budget is 2-3. The recall bucket's one real instance is worth reading: explore returned InteractiveCanvas.tsx and named StaticCanvas.tsx without shipping it, and the agent went and read exactly that. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
|
945e52f4ee |
docs: explore sufficiency -- the metric, its rules, what it caught (CG-8)
Records what each bucket means and which fix it points at, the four rules that keep the classification honest (same-message calls, bookkeeping tools, subagent threads, earlier-explore files), and the three real transcripts it was hand-checked against -- including the excalidraw canvasNonce run, where it independently found the data-flow frontier CLAUDE.md already documents: 0% sufficient, without being told what to look for. Also states what it does NOT say: sufficient is not correct, one Read is a vote rather than a proof, and bucket 1 is ambiguous by construction. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
|
a2a916e1a5 |
test(agent-eval): bucket every explore by what the agent did next (CG-8)
The agent's next action after a codegraph_explore is free ground truth about
whether the response was enough, and the harness was discarding it. Every run
now bucketed: explored again (insufficient), Read a file we returned
(allocation -- right file, wrong bytes), Read a file we did not return (recall),
Grep/Glob (recall, weak), or moved on (sufficient). The buckets are chosen so
each one names a distinct fix.
The classifier lives in parse-run.mjs next to the occupancy math and takes raw
events, so parse-session.mjs reuses it for interactive runs -- no new
scripts/agent-eval/*.mjs, which would score into the self-query eval fixture's
corpus.
Four rules, three of them found by validating against real transcripts rather
than reasoned up front:
* A call in the SAME assistant message as the explore predates its response,
so it is not a verdict on it. Stepped over, counted as `concurrent`.
* ToolSearch/TodoWrite carry no signal; the call behind them is the verdict.
* SUBAGENTS ARE A SEPARATE THREAD. Claude Code interleaves a subagent's calls
into the same stream under parent_tool_use_id -- verified on a live
excalidraw run where a delegated search's greps landed between the parent's
own calls. Matching reactions across threads scored the subagent's grep as
the parent's verdict on an explore it never saw. A delegation is judged by
what the subagent did FIRST: before that, the same run reported 33%
sufficient while the subagent was off grepping for the file, which is the
one direction of error a tuning metric must not have. In interactive
sessions the subagent is a separate FILE instead, so parse-session.mjs
stitches the threads back with the toolUseId in agent-*.meta.json.
* A re-read of a file an EARLIER explore shipped is still allocation, not
recall -- filing it as recall aims the fix at the wrong end of the pipeline.
Shell file access counts too (`sed -n 100,200p f` reads, `grep`/`find` search),
since both arms have Bash and counting only the Read tool would score those
explores as sufficient. A heredoc or redirect is writing, not reading.
Validated by hand on cg22/ab-express/run-baseline-1 (explore, explore, Read of
lib/response.js which explore #2 returned -- the #1500 allocation bug as a
bucket instead of a hunch; the new-build arm is 100% sufficient) and on
cg15/ab-express/run-new-2 (four explores, the last returning lib/utils.js which
the agent then read at offset 195). Swept over all 76 A/B logs on this machine:
0 crashes, 176 calls bucketed. --selftest covers every bucket, both thread
rules, delegation, shell reads/searches and errored calls: 46/46.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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Colby McHenryandClaude Opus 5
|
52b194a6be |
merge main into CG-3: keep the envelope view alongside occupancy
CG-3 branched from main before CG-1 landed and rewrote parse-run.mjs wholesale into an exported parseSession(), which dropped CG-1's --envelope/--answer reporting entirely. That view is the instrument the CG-1/CG-22 allocation gate measures bar 2 with, and it is in that benchmark's documented reproduce steps, so it cannot be lost to the merge. Resolution takes CG-3's rewrite as the structure and ports the envelope feature into it: parseSession now collects codegraph_explore response text in call order, formatEnvelope renders the per-file share, and the CLI parses --envelope/--answer ahead of the positional filter so a glob is never mistaken for a log path. The glob sentinel stays written as a \u0000 escape, never a literal NUL byte -- a raw one makes git treat the whole script as binary, exactly as the comment there warns. Verified: --selftest 18/18, and a synthetic explore transcript reports the expected per-file shares and answer-set total. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenry
|
1d333017a8 |
test(agent-eval): count blocked CLI attempts apart from real contamination (CG-7)
The hook denies the invocation, so a denied attempt puts no codegraph output in the window and must not disqualify the run -- only a call that actually returned content does. Attempts are still reported, since an agent hunting for the CLI is worth seeing. |
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Colby McHenry
|
e35d4861e0 |
test(agent-eval): block the codegraph CLI outright — hiding it from PATH was not enough (CG-7)
An agent denied `codegraph` on PATH ran `find / -maxdepth 4 -iname "*codegraph*"`, found the binary, and invoked it by ABSOLUTE PATH — 12 times in one without-arm run. So block the invocation itself with a PreToolUse hook on Bash, written into the run's output dir as an artifact alongside the MCP configs rather than as a repo file. The pattern matches command positions only, so looking is still allowed and only using is denied: `grep codegraph src/`, `ls .codegraph` and `which codegraph` pass through, while `codegraph explore`, `/abs/path/codegraph …`, `cd x && codegraph …` and `VAR=1 codegraph …` are refused. run-all.sh proves both directions at startup and refuses to run if either fails. parse-run.mjs's detector uses the same rule, so prevention and detection cannot drift — and it no longer false-positives on the corpus path, which contains the word codegraph. Verified end-to-end: the without-arm now probes with `ls .codegraph; which codegraph`, finds nothing usable, and falls back to Read/Bash. |
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Colby McHenry
|
d3c01ce8ed |
test(agent-eval): stop the arms reaching codegraph through the shell (CG-7)
The without-arm had no MCP server but still had Bash, and the target repo carries the .codegraph/ index the with-arm needs. Agents found it: 14 of 15 without-arm runs in a 7-repo pass ran `codegraph explore` through Bash, one of them via `ls .codegraph && codegraph explore ...`. That arm was measuring codegraph-over-CLI, not codegraph-absent, so every without-arm number it produced was wrong. It bit the with-arm too -- output arriving through Bash is attributed to Bash, understating what codegraph itself occupies (1 of 15 runs). Both arms now run on a PATH where the CLI is hidden, so the MCP server is the only way to reach codegraph and stays the single variable. The binary shares a directory with tools the run needs -- claude itself sits next to it -- so the directory is substituted in place by one of symlinks to every entry except codegraph, preserving PATH order and precedence. The run aborts if claude or node did not survive the substitution. Prevention alone would fail silently the next time the CLI lands somewhere new, so parse-run.mjs flags any Bash command naming codegraph and parse-bench-readme drops contaminated without-arm runs from the aggregate (CG_INCLUDE_CONTAMINATED=1 keeps them). CG_ARMS re-runs one arm without redoing the other. |
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Colby McHenry
|
257a7b7327 | test(agent-eval): RUN_FROM, to extend a pass without redoing finished runs (CG-7) | ||
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Colby McHenry
|
af3ce390da | test(agent-eval): drop the duplicated fixed-overhead line (CG-7) | ||
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Colby McHenry
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77845c747d |
test(agent-eval): show every run's residual and tool mix, not just the median (CG-7)
A median over 2-3 runs hides swings big enough to flip a repo's sign. On vscode the without-arm ranged 40k to 67k and the with-arm 59k to 65k across two runs; the deciding variable is the tool mix, since a with-arm run that reads files ON TOP of calling explore pays for both. |
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Colby McHenry
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b93c8d2b6c |
test(agent-eval): self-test the occupancy math, and fix ratio calibration under shedding (CG-7)
parse-run.mjs --selftest runs the math over synthetic transcripts with known answers: attribution, message.id dedupe, compact_boundary, FIFO micro-compaction, and multi-turn stitching. It found a real bug. A gap where the window also SHED content has a delta far below what was added, which reads as absurdly dense text and dragged the whole run's ratio with it -- a shed gap in the fixture pushed 2.5 chars/tok to 4.4 and left the wrong result resident. Shedding can only push a gap's ratio up, so the calibration now takes the lower median as its centre, drops gaps well above it, and pools the rest. Runs that never shed are unaffected (gin and vscode re-measure identically). Also drafts docs/benchmarks/residual-context-occupancy.md -- method, error bar, and the limitations this metric does not settle. Baseline numbers to follow. |
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Colby McHenry
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4d5f8d371a |
test(agent-eval): report the occupancy metric's own error bar (CG-7)
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. |
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Colby McHenry
|
9b4df2133b |
test(agent-eval): price codegraph's fixed context cost alongside its 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. |
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Colby McHenry
|
4080b7501e |
test(agent-eval): measure residual context occupancy, over multi-turn sessions (CG-7)
The A/B arms reported cost, tokens, time and tool counts for one headless question. They could not report what issue #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. |
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Colby McHenryandClaude Opus 5
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c65d56ceba |
docs: CG-22 — the epic's gate, re-run at CG-15's exact setup (#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
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Colby McHenry
|
abee46c5e4 |
docs: CG-21 A/B — the gate passes, all four bars (#1500)
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. |
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Colby McHenry
|
fca7d87047 |
fix(explore): a funded whole-file buy must also fit the render ceiling (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). |
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Colby McHenry
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51cd053d85 |
docs: CG-21 — spending the reservation (design record + CHANGELOG precision)
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. |
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Colby McHenry
|
fa7fb8d127 |
fix(explore): spend the reservation instead of dropping it (CG-21, #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 #1500 regression fixtures pass. |
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Colby McHenryandClaude Opus 5
|
8077b83eb3 |
docs: consolidate the #1500 CHANGELOG entries into user-facing 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 #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> |
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Colby McHenryandClaude Opus 5
|
c7103c7f2f |
docs: CG-15 agent A/B of the #1500 allocation change — gate 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> |
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Colby McHenryandClaude Opus 5
|
edce18f586 |
test(agent-eval): restore the engine on INT/TERM too (CG-15)
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> |
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Colby McHenryandClaude Opus 5
|
48a2309b92 |
test(agent-eval): RUNS knob + explore envelope-share view for new-vs-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> |
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Colby McHenryandClaude Opus 5
|
1d9206d2d0 |
test(explore): lock down proportional byte allocation (CG-14, #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 #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> |
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Colby McHenryandClaude Opus 5
|
5f7f5f59df |
feat(mcp): score-proportional byte allocation for explore, with a relative cliff (CG-12, #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%.
- #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>
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Colby McHenryandClaude Opus 5
|
a3898cdc70 |
feat(mcp): relevance scoring overhaul for explore — kill incidental name-collision matches (CG-10, #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 #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
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Colby McHenryandClaude Opus 5
|
bd86ad2061 |
test(explore): #1500 regression fixtures for budget allocation (CG-6)
Two permanent fixtures pinning the failure mode from issue #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 #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 #1500 Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 5
|
16e17495f4 |
feat(extraction): content-based generated-file detection (CG-5, #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 #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-#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> |
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Colby McHenryandClaude Opus 5
|
b37f191f5a |
feat(mcp): per-file allocation diagnostic for explore (CG-4)
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> |
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49c11fc2e0 |
Self-hosted telemetry on Cloudflare D1 + password-gated admin dashboard (CG-7) (#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> |
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f6ac7b36e6 |
fix(mcp): blast radius follows caller chains before claiming no test coverage (#1475) (#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> |
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38580e0b04 |
fix(python): bare class references produce references edges to classes (#1478) (#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> |
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f2a5df34de |
fix(mcp): never serve a mis-sliced symbol body from a file that drifted from its index (#1474) (#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 (#403) and degraded (#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> |
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02c0e2c935 |
fix(db): stop watchdog-killed sessions from leaking the SQLite WAL without bound (#1431) (#1490)
A SIGKILL'd process (the #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 #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> |
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0682137a42 |
fix(installer): write the Claude prompt hook as codegraph.cmd on Windows (#1466) (#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> |
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a6682c6a07 |
ci(release): kernel builds required + full walker-parity gate (#1401)
Three R1-era assumptions retired now that the kernel is the release's headline rather than an optional speedup: 1. The kernel matrix drops continue-on-error (fail-fast stays false so every platform leg reports). A Rust toolchain failure now blocks the release instead of silently shipping wasm-only bundles under a Rust-engine banner. First real risk it guards: the vendored-grammar-C languages (kotlin/lua/scala/dart, incl. scala's 35MB parser.c) have never compiled on these runners — no release has run since the kernel merged. 2. The release-job gate expands from the two R1 suites to ALL __tests__/kernel-*.test.ts (14 files today: contract, grammar-source parity, and every language's walker byte-parity suite) — the glob keeps it current as languages land. 3. A missing linux-x64 prebuild at the gate is now a hard failure (the matrix guarantees it; absence means a wiring bug), and the artifact download step loses its best-effort flag for the same reason. No packaging changes needed: build-bundle.sh already stages lib/kernel/codegraph-kernel.node per target and pack-npm.sh repacks bundles verbatim into the per-platform npm packages. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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7d4a3d0f2d |
docs(release): README polish + v1.5.0 (#1400)
- Hero: larger theme-aware standalone Rust logo (new assets/rust-logo{,-dark}.svg
— gear only, no tile card; <picture> swaps by GitHub theme), tagline text
trimmed to 'Kernel powered by Rust'
- 'Built for speed' section: removed the floated language-tile logo (its baked-in
paper card rendered as an odd box on dark theme and pushed the text)
- Removed the '1.0 Released!' banner and the Star History section (+ its
Contents entry)
- package.json → 1.5.0 for the Rust-engine release
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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0f1096e238 |
docs: Opus 4.8 benchmark re-validation + release-notes headline (#1399)
README Benchmark Results re-run 2026-07-21 on the current build (Rust kernel + this cycle's resolution overhaul), Claude Opus 4.8, 7 repos, median of 4 runs/arm: 89% fewer tool calls, 60% cheaper, 69% fewer tokens, 20% faster on average, file reads 0-vs-1..24 on ALL seven repos. Per-repo floor effects reported honestly (excalidraw/alamofire wall, okhttp cost wash). Cost note updated to match the measured data. Changelog [Unreleased] headline now co-leads with near-instant sync. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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f8e6f0066c |
chore: gitignore target-linux/ cross-build cache (two cache files slipped into #1397) (#1398)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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c74e8b05e0 |
perf(sync): adaptive quick-fire debounce + scoped watcher sync — save-to-graph well under a second at any scale (#1397)
Two changes to the watcher path (the always-on daemon every agent session uses), which previously paid a flat 2s debounce plus a full-tree scan-diff on every save even though the OS events name the exact files: 1. Adaptive debounce: a pending set of ≤2 files fires after a 300ms quiet window; ≥3 keeps the full configured window so agent multi-file bursts coalesce exactly as before. Re-arming preserves trailing-edge semantics; a user-set CODEGRAPH_WATCH_DEBOUNCE_MS remains the authoritative upper bound (quick window never exceeds it, floor 100ms). 2. Scoped sync: watcher-triggered syncs pass their pending paths, and the reconciler stats exactly those — per-path logic identical to the full walk (stat pre-filter, hash confirm, the #1240 removal/resurrection flow) — skipping the O(repo) scan and tracked-load. Strict fallbacks keep the full scan-diff as ground truth: directory removals (#1285 — the events can't name the children), empty pending sets (retry paths), and >500-file storms (branch checkouts, which also self-heal anything event coalescing dropped). filesChecked counts examined PATHS so a deletion-only scoped sync can't mimic the #449 lock-unavailable signature. Measured (warm in-process, the daemon path): dubbo one-file sync work 512→335ms, Swift compiler (27k files) 884→385ms — save-to-fresh-graph ≈0.6-0.7s end-to-end including the quick debounce, from ~2.5-6s perceived before. Gates: scoped-vs-full dumps byte-identical on dubbo AND the Swift compiler; watcher suite 30/30 (3 new: scoped pass-through, dir-removal fallback, quick-fire timing); sync suite 34/34 (4 new scoped-parity cases incl. delete-resurrection and the lock signature); full suite 2,696 ×2 with CODEGRAPH_KERNEL_EXPECT=1. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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157c8e735d |
perf(resolution): generation-tagged supertype memo + method owner index — Swift compiler 185→98s, byte-identical (#1395)
The swiftc =2/nm:mc-* attribution located the wall: the getSupertypes conformance walk ran 971,200 times (565s of combined worker time, 581µs each) — every resolveMethodOnType miss re-queried implements/extends edges for every same-named type node, recursing depth-4 through Swift's protocol landscape with no memoization, and post-inference resolveMethodOnType averaged 1,912µs per call. Fix 1 — generation-tagged getSupertypes memo. Supertype edges GROW during the resolution loop (batch k persists its edges BEFORE batch k+1 fans out — the #1320 ordering), so a plain cache would freeze an early batch's emptier answer. Within a batch the edge state is fixed by that same ordering, so memo entries carry a generation that advances at every batch entry point (resolveBatchYielding / resolveListForAdmission — covering the sequential loop, pool workers, sync admission, and the conformance pass); a stale-gen entry recomputes. Behavior-identical to no memo at every point in time; walk invocation counts match the unmemoized run exactly (971,200 / 24,336 / 76,415). Fix 2 — per-(language, method-name) owner index in getMethodMatches: candidates bucket once by their qualifiedName's last two segments (exactly the span the match predicate tests), so a (type, method) query is a map lookup instead of an O(candidates) scan per methodMatchCache miss. ObjC selectors and multi-segment typeNames keep the legacy linear path. Also ships nm:mc-rmot / nm:rmot-supers =2 attribution rows. swiftc: settle 100.2→31.3s, resolveMethodOnType 1,912→202µs, wall 183.5→97.8s (was 185s at the head-to-head; cbm's same-box number is 119.1s). Gates: swiftc old-vs-new dump byte-identical (1,837,235 rows), swiftc pooled-vs-CODEGRAPH_NO_PARALLEL_RESOLVE=1 identical (the generation-semantics risk surface), dubbo old-vs-new identical (49k Java instance-method hits share both paths), Alamofire identical; suite 2,689 ×2 with CODEGRAPH_KERNEL_EXPECT=1. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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974e6c8b95 |
perf(resolution): incremental receiver-inference scan memo + compiled-pattern memo — kong −8% more (−23% cumulative), byte-identical (#1392)
The kong/tokio matcher-chain residue attributed (nm:mc-* sub-stage rows, shipped here too): matchMethodCall's cost is ~entirely inferLocalReceiverType — 61µs per miss on kong, 99% miss rate (39k `self:` calls hunting a local declaration Lua never writes), re-scanning the same scope lines for every ref. Two pure memos, both semantics-preserving by construction: - Compiled-pattern memo: localReceiverTypePatterns/phpPropertyTypePatterns built 2-4 fresh RegExp objects per call; patterns are a pure function of (language, receiver) and non-global, so instances are shared via a FIFO-capped map (no per-get mutation — the §7a.6 LRU-churn lesson). - Incremental scan memo: refs for the same (file, scope, receiver) arrive in ~ascending line order and the backward declaration scan is a pure function of immutable file lines — a per-context watermark scans each line once per key (query(c) = highest match in [start..c]; monotonic calls extend the watermark over (hi..c]; non-monotonic calls fall back to the plain bounded scan). componentScoped (CFML/PHP whole-file sweep) is keyed out. States drop with the context's file caches via clearNameMatcherMemos, wired into ReferenceResolver.clearCaches. kong mc-infer misses 61→20µs (2.4s→0.8s combined); fresh index 3.43 → 3.03-3.20s (−8%; 4.07 → 3.14 cumulative with #1391). tokio unchanged (tight scopes). Gates: dubbo (49k Java instance-method HITS ride this scan), kong, tokio, Fusion dumps all byte-identical; suite 2,689 ×2 with CODEGRAPH_KERNEL_EXPECT=1. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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abb0a916f7 |
perf(resolution): per-context basename index for Lua/Luau require resolution — kong fresh index −16% (#1391)
The full-README competitor matrix ranked lua/kong as the largest legitimate fresh-index gap (2.71×). Stage attribution (RESOLVE_PROFILE=2) pinned it: resolveLuaRequire ran getAllFiles().filter(endsWith) FOUR times per require ref — ~7.5k string suffix scans each, measured at ~0.9ms/ref, hit or miss (2.7s combined over kong's 3k requires). Replace the per-ref full-list scans with a per-context basename → file-paths index (the cobolCopybookIndexes pattern). Buckets preserve getAllFiles() iteration order, so each suffix's candidate filter yields exactly the array the full scan produced — identical matches, identical stable sort, identical winner, dump-proven. kong: 4.07-4.27 → 3.40-3.63s (−16%). Gates: kong old-vs-new dump byte-identical (157,650 rows), kong pooled-vs-sequential identical, Fusion (luau instance-path requires) old-vs-new identical; suite 2,689 ×2 with CODEGRAPH_KERNEL_EXPECT=1. Also registers cobolCopybookIndexes in clearImportResolverMemos — it was never dropped on cache clears, so post-sync copybook lookups could serve a stale file list; cache-drop is the always-safe direction. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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1aa4de6eaa |
perf(resolution): adaptive pool engagement — projected-settle bar replaces the fixed 150k-ref gate for mid-run boot; tokio −23% (#1390)
The 9-language competitor matrix exposed tokio as the worst fresh-index gap: 77% of its wall was resolution running SEQUENTIALLY — 56k Rust refs sit under the fixed 150k pool gate while costing 36µs each (9× Go's 4µs/ref on prometheus). A ref-count gate can't see per-ref cost. After each sequential batch the loop now projects the remaining sequential settle from the measured rate and boots the pool mid-run when it clears 400ms. The switch rides machinery that already existed: pool boot is async and fan-out engages only when ready, admission order is mode-independent, and the #1320 edges-before-fanout invariant holds at every batch boundary regardless of when the pool arrives. Up-front engagement at >=150k refs is unchanged; 2-core/low-memory hosts still decline inside tryCreate's sizing; CODEGRAPH_NO_PARALLEL_RESOLVE still disables; downgrade permanence is preserved (one engage attempt per run). Measured (n=3, interleaved, caffeinated): tokio 3.06-3.12 → 2.40-2.57s (resolution 2,443→~1,330ms); express (tiny control) unchanged with zero engagements; dubbo unchanged (ref-count path). Gates: tokio + excalidraw adaptive-vs-sequential dumps byte-identical (87,302 / 89,903 rows), dubbo dump identical to the session baseline, suite 2,689 ×2 with CODEGRAPH_KERNEL_EXPECT=1. Known follow-up: sampling the rate mid-first- batch would close the remaining ~0.3s to the forced-engage ceiling. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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082ea65f3a |
perf(synthesis): provably-empty pass gates + prefilters — render/expo/rn/mybatis stop scanning repos they can't match; iface memo (#1389)
Store-arc round 2 (#1388 follow-up). The synthesis pool barrier on dubbo carried ~1.4s of passes that provably could not emit an edge for the project: reactRenderEdges fanned out over every class before checking for a render method (now: one indexed name lookup bounds candidates — not a language gate, Java Litho-style render+setState still matches); expo/rn cross-platform pairing streamed every method row without the languages their edges require (now registry-gated: expo needs swift AND kotlin file-languages, rn needs a JS-family caller for isBridge); mybatis built its full java-method index before discovering there were no mapper-XML methods (now collects the XML side first). ifaceEdges — real work — stops re-fetching a hub interface's methods once per implementer and skips supertype-less classes before any per-class lookup. dubbo warm wall 8.49-8.79 → 8.14-8.24s (n=3/arm, caffeinated); barrier 784→435ms; the full removed pass work lands on low-core envelopes where synthesis runs sequentially. Dumps byte-identical: dubbo old-vs-new, pooled-vs-sequential, kernel-vs-wasm (441,270 rows) + excalidraw JSX-live control (89,903 rows, 46 react-render edges reproduced). Suite 2,689 ×2 with CODEGRAPH_KERNEL_EXPECT=1. Also ships the diagnostics that located the round (zero cost when off): CODEGRAPH_RESOLVE_PROFILE=2 attributes per-ref time to resolveOne's strategies (stage:*) and the name-matcher's sub-matchers (nm:*); CODEGRAPH_SYNTH_TIMINGS now prints the store worker's decode-vs-SQL split. Killed by measurement, recorded in the PR: import-failure negative cache (both-outcome names exist — static imports resolve via instance-method on jvm-miss), jvm-miss early return (1,939 later-strategy edges), jsxEdges language gate (Java generics text produces jsx edges), and §4d buffer→bind on Spring repos (extract() hook forces the decoded path — kernel=0 bundles measured). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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27c3c55436 |
perf(resolution): darwin-honest memory budget — vm_stat-based availability unstrangles the resolver pool on macOS (#1388)
Post-R7b store-arc round 1, found by the dubbo warm-wall decomposition (the cbm bar): resolution's loop-stage profile showed settle=3.0s — the main thread idling on TWO resolver workers on an 11-core Mac. Pool sizing logged `size=2 (budget=1068MB)`: memoryBudgetBytes() falls back to os.freemem() when uncontained, and macOS keeps RAM deliberately full of reclaimable cache, so freemem reads ~1GB on a mostly-idle 64GB machine. The memory term then capped the pool at 2 where the CPU term allowed 6 — the macOS sibling of §7a.1's os.cpus() cpuset-blindness (that round fixed the CPU term; this fixes the memory term). Fix: darwinMemoryAvailable() reads /usr/bin/vm_stat once per sizing call and reports free + inactive + speculative + purgeable pages — what Activity Monitor calls available, the same reclaimable-inclusive convention the Linux branch already uses by crediting inactive_file back. Parse failure → null → freemem fallback; Linux/cgroup and Windows paths untouched. Measured (dubbo 4,402 files, warm, caffeinated, n=3 each): pool now self-sizes to 6 (budget 5.7-6.3GB) — wall 8.62-8.83s vs 9.67-10.87s baseline, resolution phase 6.9→5.3s, loop settle 3.0→1.9s. Matches the CODEGRAPH_RESOLVE_WORKERS=6 probe exactly (probe-before-build). Dumps byte-identical pool-6 vs sequential (441,270 lines). Second consumer unblocked: the cFnPtr LRU cache cap no longer spuriously degrades to 128 on Macs (its full-cache tier is worth ~60s at kernel scale). Suite: resolver-pool-sizing gains a darwin-gated reclaimable-pages test + an off-darwin null pin; full suite 2,689 green ×2 with CODEGRAPH_KERNEL_EXPECT=1. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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3c1f30ab48 |
docs(kernel): mark R7b complete — 20 languages default-routed, Linux leg validated (#1387)
Flips the migration plan's R7b milestone to done: eleven languages across four same-day batches (rust #1371; csharp/ruby/php #1378-#1380; swift/ kotlin #1381-#1382; r/lua+luau/scala/dart #1383-#1386), batch 4 going 4-for-4 first-run parity (12-of-13 arc-wide). Also records the batch-4 upfront grammar-probe method and the dart wasm byte-copy vendor. Validation note: the full suite (2,688 tests) also ran green on linux-arm64 in a fresh rust:1-bookworm + node 22 container with the kernel built from scratch and CODEGRAPH_KERNEL_EXPECT=1 — the Linux leg for all 11 post-R7a walkers. Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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d1b75a1a27 |
feat(kernel): R7b Dart walker — dart module, vendored-grammar-C d4d8f3e + wasm byte-copy vendor, dart default-routed (#1386)
R7b batch 4 #4 — the FINAL R7b language (docs/design/dart-kernel-port-checklist.md is the authoritative quirk list). The fourth vendored-grammar-C language, with a twist: production dart resolved its wasm from tree-sitter-wasms, whose dart dependency is an UNPINNED github:UserNobody14/tree-sitter-dart — a routine dependency update would have silently changed dart's grammar. This PR byte-copies the shipping 0.1.13 artifact into src/extraction/wasm/ (VENDORED_WASM_LANGS += dart) and compiles the same-commit (d4d8f3e337d8) parser.c/scanner.c in the kernel — table identity proven by the kernel-grammar-parity row. crates.io tree-sitter-dart is the nielsenko fork (different lineage) — rejected. The center of gravity is THE SIBLING-BODY DOUBLE-WALK, reproduced bug-for-bug: dart attaches every function/method body as a NEXT SIBLING of its signature, and the TS walkers consume each body TWICE — once via resolveBody (attributed to the function/method) and once via the enclosing generic walk (attributed to the file/class). Duplicate local-function nodes with the SAME id under different parents, duplicated calls/instantiates refs, and file/class-attributed fn-ref twins all emit in the exact observed interleave (a dedicated fixture pins the duplicate-id rows; the bloc kind-census spot-check pins the counts). Also preserved (probe-pinned): the extractBareCall selector matrix (the first callTypes=[] language — cascades completely invisible, `?.` encodes like `.`, the `ConfigT.load()` calls+references double emission with no callee-of-call skip, capitalized-chain `Foo.create().run` re-encode, const-object callee names); the constructor hooks (unnamed ctor skipped, named ctors/factories renamed to the CTOR name with the class as returnType, `@override (T) m()` record-misparse rescued by class-name validation); operator methods minting `method "<anonymous>"`; static_final_declaration constants via the visitNode hook while instance fields mint NOTHING; the prefixed-return-type prefix bug (`other.OtherClass f()` → returnType `other`); enum `with` mixins silent vs `implements` working; anonymous extensions named after the ON type; deferred imports invisible; named-argument callbacks NOT fn-ref-captured (the Flutter `onPressed:` idiom — future accuracy PR, TS-side first); `async*`/`sync*` NOT async; value-refs with the LIVE dart sibling-body pull and the `$X`-vs-`${X}` interpolation asymmetry; dartdoc kept in all three comment forms with the annotation-broken chain. Gates: parity sweeps first-run 0-diff on shelf/bloc/flutter — 5,815 clean files byte-parity, deferrals 10/21/1341 ≈ the survey's 10/21/~1340 (both-arm grammar reality: empty object patterns — the sealed-class idiom — and unnamed `library;` dominate; --max-deferral 0.3); full-init dumps byte-identical ×3 (shelf 7,959 / bloc 40,026 / flutter 1,855,319 dump lines); bloc per-kind node census identical across arms (the double-walk duplicate rows survive the store identically); kernel-dart-parity suite (7 fixtures + in-memory CRLF variants + double-walk duplicate-id pin + generated-file skip pin + two defer pins); full suite 2,688 green ×2 with CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += dart (20 langs — R7b COMPLETE). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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bdd687b49f |
feat(kernel): R7b Scala walker — scala module, vendored-grammar-C master@0aca5d0a6f, scala default-routed (#1385)
R7b batch 4 #3 (docs/design/scala-kernel-port-checklist.md is the authoritative quirk list). The third vendored-grammar-C language and the biggest grammar in the tree (35MB parser.c): the vendored wasm is tree-sitter/tree-sitter-scala master@0aca5d0a6f — a post-v0.26.0 generation sync that is not a release (the 0.26.0 crate is 30 states BEHIND, so a crate pin would be a silent downgrade). NO wasm change: production has parsed with this exact revision since #91 — the kernel-grammar-parity row (ABI 15, 26,650 states, 32 fields, id-by-id tables) is the whole alignment proof. Preserved bug-for-bug (all probe-pinned): the leak-through asymmetries — extension methods mint NO nodes (first def's body calls leak to the enclosing scope, later defs invisible, and the braced form resolves its body field to the `{` TOKEN via first-match-wins field lookup → whole extension invisible); anonymous `new T { … }` template_body members leak to the enclosing scope (findAnonymousClassBody misses template_body); the bodied-vs-bodiless class asymmetry (bodiless headers walk class_parameters → default-value calls emit FROM the class; bodied ones never see them) — plus first-segment import names (`import com.example.C` → `com`), the val/var hook keyed on the enclosing-definition NODE TYPE (object vals → constants/value-ref targets, class/trait/enum/given vals → fields) with consumed initializers, every def routed through extractMethod with the top-level function fallback, nested defs in bodies minting NOTHING (the inverse of kotlin) while body-local classes extract fully, curried signatures keeping only the FIRST parameter list (type params win the `parameters` field), enum cases positioned at the CASE node with invisible params/extends tails, extends with-chains via scalaBaseTypeName, `@deprecated(args)` decorates, the #750 capitalized-chain re-encode (`WidgetS.create().render`), literal-receiver silence, static-member reads AND writes, infix invisibility, `derives` silence, scaladoc retention with the CRLF `\r` pin, full value-reference machinery (shadow prune, last-wins same-name targets, `$X`/`${X}` interpolation reads), and SCALA_SPEC fn-refs (bare ids + postfix eta unwrap + varinit, var-init non-capture). Gates: parity sweeps first-run 0-diff on os-lib/cats/scala3-compiler-src/ scala3-library-src — 1,935 clean files byte-parity, deferrals 0/15/57/116 matching the survey's predictions exactly (scala-3's PHANTOM hasError files — flag-true, zero ERROR nodes, capture-checking `^` — defer on the FLAG); full-init dumps byte-identical ×3 (os-lib, cats, scala3 whole-repo 950,889 dump lines); kernel-scala-parity suite (9 fixtures + 9 in-memory CRLF variants incl. Scala-3 indentation through the external scanner + phantom/real-error defer pins + first-segment/namespace/value-ref pins); full suite 2,669 green ×3 with CODEGRAPH_KERNEL_EXPECT=1 (kernel-scaffold's stays-wasm example moved scala → pascal). DEFAULT_ROUTED += scala (19 langs). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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e32135171e |
feat(kernel): R7b Lua+Luau walker — one lua module, vendored-grammar-C lua v0.4.1, tree-sitter-luau 1.2.0 pin, both default-routed (#1384)
R7b batch 4 #2 (docs/design/lua-luau-kernel-port-checklist.md is the authoritative quirk list). ONE walker for both dialects (ccpp precedent) — the differences are exactly four: luau's type_definition aliases, the `export `-slice isExported hook, the return-type signature suffix, and the grammar handle. Grammar prep is kernel-side only, no wasm change: lua is the SECOND vendored-grammar-C language (the vendored wasm is the v0.4.1 tag, a revision not on crates.io — tag artifacts compiled via build.rs, shas pinned); luau is a plain crate pin =1.2.0 whose tarball is sha-identical to the tag (the swift tag≠crate divergence does not recur). Grammar-parity rows replace the bump gate entirely. Preserved bug-for-bug (all probe-pinned): the require/visitNode-hook ASYMMETRIES (top-level requires — including inside top-level if/for/while — mint import nodes while the identical body-level statement emits `calls "require"`; top-level `local x = foo()` initializers are invisible while global `x = foo()` calls emit), the BFS string-win inside require args (`require(script:WaitForChild("Kid"))` → import Kid) and Roblox instance paths, receiver-QN methods (`M.sub.deep::chained`, `_G::installed`, stack-QN nested globals like `render::leakedGlobal`), the raw-text callee world (colon forms with `self` never stripped, bracket callees, newline-glued chains byte-verbatim, the `(handler)` paren-conversion), LUA_SPEC function-as-value capture with the `M.cb = cb` param-storage skip and first-occurrence dedupe, LuaDoc `---` keeping a leading `- ` plus `--!strict` joining docstring chains (block-comment docstrings keep interior CRLF bytes), variable nodes at the IDENTIFIER with positional value pairing, duplicate same-(kind,name,line) ids, and the lua↔luau isExported wire divergence (lua functions: flag absent; luau functions: present-false; methods: absent in both; variables: present-false in both; `export type`: true). Gates: parity sweeps first-run 0-diff on kong/lazy.nvim/lua-resty-core (lua) + lune/Fusion (luau) — 1,734 clean files byte-parity, deferrals 1/0/0/3/8 matching the survey's both-arm predictions exactly (kong's 1 = a deliberately invalid fixture; luau's = grammar-inherent generic type packs and default type params); full-init dumps byte-identical kernel-vs-wasm ×4 (kong 157,650 dump lines); kernel-lua-parity suite (both torture fixtures + in-memory CRLF variants + glue-chain, duplicate-id, and cross-dialect defer pins + kernel-arm wire-flag pins); full suite 2,647 green ×2 with CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += lua, luau (18 langs). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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b2f9ab1800 |
feat(kernel): R7b R walker — rlang module, tree-sitter-r 1.2.0 crate pin, r default-routed (#1383)
R7b batch 4 #1 (docs/design/r-kernel-port-checklist.md is the authoritative quirk list; survey + probe record therein). The lightest-shared-surface, heaviest-hook port: languages/r.ts works entirely through the visitNode hook (every type list empty except callTypes:['call']), so the walker is a file node + a faithful hook transcription + the generic extractCall + pre-order recursion — four shared machineries (value-refs, static-member reads, type annotations, fn-ref capture) are dead by language gates and stay dead. Grammar prep is the first true no-op of the arc: the crates.io tree-sitter-r 1.2.0 tarball ships parser.c AND scanner.c sha-identical to the r-lib v1.2.0 tag the vendored wasm was built from — crate pin only, no wasm change, no bump gate; kernel-grammar-parity gains the r row (ABI 14, same-revision). Preserved bug-for-bug (all probe-pinned): calls "return" on every return(x) (named node in v1.2.0), the import quintet's silent dynamic-arg consumption vs class/generic fall-through asymmetry, library(help = pkg) importing the named arg, class-idiom variable suppression by callee name, chained/right- assign/precedence-ghost gaps, env$fn body-leak-to-file, raw-text callees verbatim (pkg::fn, obj$meth, "strfn" quotes kept, (handler) conversion), duplicate same-(kind,name,line) ids, roxygen dropped entirely, UTF-16 columns/slices. Gates: parity sweeps first-run 0-diff on AnomalyDetection/dplyr/ggplot2/ shiny (838 files; deferrals exactly 0/0/0/1 — the 1 is the moustache- template pseudo-R file, both-arm) — kernel-parity.mjs gained lowercased- extension matching so .R files sweep (matches detectLanguage routing); full-init dumps byte-identical kernel-vs-wasm on dplyr/ggplot2/shiny; kernel-r-parity suite (torture fixture + in-memory CRLF + BOM variants + defer pin + kernel-arm quirk pins); full suite 2,638 green ×2 with CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += r (16 langs). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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45a53eb5b5 |
feat(kernel): R7b Kotlin walker — kotlin module, vendored-grammar-C build, kotlin default-routed (#1382)
Sixth R7b port — the T1½ batch finale. Checklist-first recipe
(docs/design/kotlin-kernel-port-checklist.md, 1,121 lines, dist-extractor
ground truth); parity passed FIRST RUN on all three repos.
THE NOVEL MECHANISM — vendored-grammar-C (the §4 tracker's prescription,
first use): the crates.io tree-sitter-kotlin 0.3.8 pins `tree-sitter >= 0.21,
< 0.23` (the kernel links 0.25) and tree-sitter-kotlin-ng is a DIFFERENT
grammar (8 fields vs 0, renamed kinds — extractor-breaking), so no crate dep
is possible. The fwcd 0.3.8 tag's sha-matched parser.c + scanner.c are
vendored into codegraph-kernel/grammars/kotlin and compiled by build.rs (cc),
exposed via tree-sitter-language::LanguageFn. The wasm re-vendor is
behavior-NEUTRAL (0 CST/error disagreements across 1,984 gate-repo files;
old-vs-new full-init dumps byte-identical ×3) — a reproducibility re-vendor,
ABI stays 14.
Walker firsts: extension-function receivers (getReceiverType →
`WidgetK::extend` QN OVERRIDE with no package prefix, the qualified-receiver
`com::qext` first-segment bug, and the owner-contains fallback that excludes
`interface` kinds and is source-order dependent) and extractModifiers
(expect/actual platform modifiers → the node DECORATORS wire field on every
created node — the KMP synthesizer's feed, incl. `actual typealias`).
Preserved bug-for-bug: the FIELD_COUNT-0 dead cluster (no signatures, ZERO
type-annotation refs), hook-consumed property initializers emitting nothing
(incl. `by lazy {}`), the bodiless-vs-bodied class header asymmetry, enum-
entry bodies being invisible, KDoc never a docstring AND chain-breaking,
comment-gluing into import/package extents, `@Anno(args)` emitting nothing
while `@Marker` decorates, zero instantiates refs, the paren-then-lambda
`trailing()` garbage callee, text-includes visibility/suspend false
positives, and the packaged-file value-ref target drop. The fun-interface
misparse-recovery hook is DEFER-SHIELDED (every such file has_error) and
deliberately not ported. The swift-sweep lesson pre-applied: the shared
`assignment` shadow-prune case is implemented alongside the
property_declaration case.
Gates: sweeps 0-diff okio 299/322, okhttp 531/580, kotlinx.coroutines
1031/1082 (deferrals exactly the predicted 23/49/51 — both-arm grammar
reality incl. PHANTOM hasError files with complete CSTs; the kernel trusts
the flag); full-init dumps byte-identical ×3 (46.5k/108.9k/92.3k lines); KMP
expect/actual synthesis IDENTICAL across arms (412 edges on
kotlinx.coroutines — the tracker's KMP validation); kernel-kotlin-parity
suite (torture reflowed off the phantom shapes + .kts script + CRLF variants
+ fun-interface and phantom defer pins) + kotlin grammar-parity row (the
C-build ↔ wasm table identity proof); full suite 2,633 green ×2 under
CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += kotlin (15 langs).
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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09e301bbfa |
feat(kernel): R7b Swift walker — swift module, tree-sitter-swift 0.7.3 bump, swift default-routed (#1381)
Fifth R7b batch-3 port, checklist-first recipe (docs/design/swift-kernel-port-checklist.md, 1,056 lines — the largest of the arc, with a built-extractor-validated emission pin and a childForFieldName truth table). Grammar bump first, validated standalone: tree-sitter-wasms ^0.4.0 (ABI 13) → crate 0.7.3 — with a provenance twist: the wasm is built from the CRATE TARBALL's src/ (alex-pinkus keeps generated files off main and the 0.7.3-with-generated-files tag ships an older ABI-14 generation that can never sha-match; grammar.json rules are JSON-equal; the tarball is byte-for-byte what the kernel's cargo build compiles — table identity by construction). Older crates evaluated and rejected: clean-parse shapes are byte-identical on 0.7.3 (53-line CST battery diff, all inert), so an older pin buys nothing and loses the macro-era wins. Delta = error-set membership (63 old-error files parse clean: swift-testing #expect, #Preview/#GET macros, package access, typed throws — vapor 23.1%→9.3%; 21 NEW-only regressions in 3 probed construct classes) + two gate-found categories: docstring boundaries near #if directives (7 clean files, docstring-field-only — verified mechanically) and array-literal-callee call refs (2 refs, 1 file). Every hunk classified via the error-union rule + parked-ref↔edge ripple pairing. Walker (the arc's biggest) centers on the #1020 DEDICATED property branch: computed properties → property nodes with the getter walked under the property (SwiftUI body), static let/var → constant/variable, stored → field, decorator/type-annotation/@Siblings-attr-arg refs all attached to the ENCLOSING TYPE, stored initializer calls attributed to the class. Preserved bug-for-bug: the never-resolving 'parameter' field (zero param type refs, zero signatures), present-false isAsync, open→internal visibility, everything-is-extends inheritance (first type_identifier per specifier), no instantiates refs ever, subscript reads as `calls arr`, `defer` as `calls defer`, multi-case enum entries minting only the first case, /** */ block docs ignored AND chain-breaking, init/deinit/subscript minting no nodes with visitNode-routed bodies (calls → class, static reads → nothing), multi- segment extension resolveName, sugar extension names, the #selector shapes, and the value_argument label-forward skip. ONE fix found by the sweep (then pinned in the fixture + checklist): the shared `assignment` shadow-prune case is swift-live — declared-then-assigned `let X: T` prunes X as a value-ref target. Gates: sweeps 0-diff Alamofire 89/98, vapor 224/247, swift-nio 407/554 (--max-deferral 0.3 — swift error incidence is 9–27% on BOTH arms, structural; every deferral count matches the survey's table exactly); full-init dumps byte-identical ×3 (31.9k/20.7k/126.3k lines); the Alamofire census reproduces property=348 (the #1020 number) on the kernel arm; kernel-swift-parity suite (206-line torture + CRLF + the #if-between-enum- cases defer fixture) + swift grammar-parity row; full suite 2,626 green ×2 under CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += swift (14 langs). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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a6c62d77df |
feat(kernel): R7b PHP walker — php module, tree-sitter-php 0.24.2 bump, php default-routed (#1380)
Fourth and final R7b batch-2 port, checklist-first recipe (docs/design/php-kernel-port-checklist.md). Grammar bump first, validated standalone with the diff ENUMERATED + CLASSIFIED (unlike rust/ruby the php bump is NOT graph-neutral): tree-sitter-php ^0.22 (tree-sitter-wasms, 2023) → v0.24.2, the full HTML-interleaving `php` variant (the walker calls LANGUAGE_PHP, never PHP_ONLY) — crate pinned =0.24.2, wasm built from tag 5b5627f's checked-in php/src/parser.c + scanner.c + shared common/scanner.h (all sha-matched against the crates.io tarball, ABI 14→15). Old-vs-new full-init diffs decompose completely into: (1) the anonymous_class wrapper shape (anon-class nodes/methods re-shape — 2,532 rows), (2) grouped nested-clause skip (absent in the gate repos, fixture-pinned), (3) 32 formerly-erroring files parsing clean (monolog Level.php, symfony Request/Response with 8.4 property hooks), (4) a survey-missed category found at gate time: the 8.4 parenthesis-free `new X()->m()` chaining misparse fix (86 garbage instantiates refs disappear, precision-positive), plus resolution RIPPLE proven mechanically (every remaining ref-table flip pairs 1:1 with a resolved edge on the opposite side; node rows byte-stable outside 1/3/4). Walker (java.rs chassis + the php specifics) preserves bug-for-bug: the visitNode hook (const_declaration at ANY scope → bare `constant` nodes, values never walked; trait-use → implements refs WITH filePath via the ruby port's REF_FLAG_FILE_PATH wire slot), FIRST-namespace whole-file scoping (braced namespaces scope nothing; namespaced files DROP top-level const value-ref targets), the import trio (single/aliased/grouped incl. the nested-clause skip, include/require static-literal-only, `Foo\Bar::Baz` use refs), the call-encoding zoo (DOT-joined scoped calls, `this->prop.m` #1251 encoding, `Cls::factory().m` fluent with inner args dropped, nullsafe `?->` emitting nothing, unsuppressed literal receivers), interface multi-extends first-base-only drop, anon-class methods as file-level functions (top) or vanishing (in-body), property type-hints emitting no field refs, the final-modifier-as-type signature quirk, HOF-gated string callables (skipGate) + array callables, and the `name`-node value-ref reader. Gates: sweeps 0-diff monolog 217/217, laravel-framework 3007/3008, symfony 10726/10737 (13,950 files byte-parity; 12 deferrals = exactly the predicted genuinely-broken fixtures, ≈0–0.1%); full-init dumps byte-identical ×3 (16.1k/354.2k/702.8k lines); kernel-php-parity suite (torture + drupal .module + leading-HTML fixtures, CRLF variants, wire-flag pin, defer) + php grammar-parity row; full suite 2,622 green ×2 under CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += php (13 languages). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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1909931238 |
feat(kernel): R7b Ruby walker — ruby module, tree-sitter-ruby 0.23.1 bump, ref-flag wire slot, ruby default-routed (#1379)
Third R7b port, checklist-first recipe (docs/design/ruby-kernel-port-checklist.md). Grammar bump first, validated standalone (the rust pattern): tree-sitter-ruby ^0.20.1 (tree-sitter-wasms, 2024-02) → v0.23.1 — crate pinned =0.23.1, wasm built from tag 71bd32f's checked-in parser.c/scanner.c (both sha-matched against the crates.io tarball; content bump, ABI stays 14). Old-vs-new full-init dumps: sinatra/jekyll byte-identical; rails = exactly the one classified hunk (the `recv&.!=` safe-nav operator misparse fix, `table_name.!` → `table_name.!=`, precision-positive). Walker (python.rs chassis + the six ruby divergences) preserves bug-for-bug: the importTypes:['call'] funnel (class-body DSL — attr_accessor, has_many, define_method incl. its block, sinatra route blocks — emits NOTHING at non-body scope), hook-handled module multiply-capture (nested modules re-scan their subtree per level after popping — `this.hooked` fn-refs from class AND module AND file), the sibling-scan visibility trio (bare `private` invisible; `private :sym`/`private def` poison all later defs; the inner def stays public), bare-call statements (do…end body_statement emits, brace-block block_body doesn't), `.new` instantiates with last-`::`-segment names, constant-receiver references refs, require/require_relative path refs (posix-normalized, `.rb`-suffixed, `Kernel.require` and interpolated-path quirks included), `=begin` docstring marker survival, and the reverse-order value-ref DFS. Wire v2: the hook's mixin `implements` refs carry `filePath: ctx.filePath` — the ONE extraction-ref denormalized field (php's trait-use refs share the shape). RefRow's first pad byte becomes a flags slot (REF_FLAG_FILE_PATH); decode re-attaches its own filePath parameter; KERNEL_ABI_VERSION 1→2 on both sides (mismatched dist/.node pairs degrade to wasm, as designed). Gates: sweeps 0-diff sinatra 147/147, jekyll 164/164, rails 3452/3452 (3,763 files, 0 deferrals — ruby error incidence 0.00%, any deferral = walker bug); full-init dumps byte-identical ×3 (7.2k/9.4k/375.6k lines); kernel-ruby-parity suite (torture + CRLF + wire-flag pin + defer) + ruby grammar-parity row; full suite 2,613 green ×2 under CODEGRAPH_KERNEL_EXPECT=1 (one unrelated mcp-initialize timing flake under parallel load, passes solo 3/3 ×3). DEFAULT_ROUTED += ruby (12 langs). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |
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286e9ccc2d |
feat(kernel): R7b C# walker — csharp module, tree-sitter-c-sharp 0.23.5 pin, csharp default-routed (#1378)
Second R7b port, checklist-first recipe (docs/design/csharp-kernel-port-checklist.md; parity passed FIRST RUN again). No grammar bump — the #717 vendored wasm verified table-identical to crate 0.23.5 (ABI 15, STATE_COUNT 8053, node-kind + field tables); first port with no grammar-prep step. The #237 #if-blanking preParse stays TS-side via the existing route-point hoist. Walker preserves bug-for-bug: the single-namespace-node quirks (second namespace nests under the first, nested namespaces leave no trace, import refs hang off the namespace node), raw member-access callee texts (this./base./literal receivers, multi-line fluent chains) with unconditional chain re-encode, deliberate emission holes (property accessor/expression bodies, ctor initializers, delegates/events/ operators/indexers/local functions, top-level locals), garbage extends refs ((repo) primary-ctor args, BaseDto(Name) record bases, enum : byte), the alias- import moduleName quirks, nameof-as-call, CSHARP fn-ref spec (+= subscription, this.X bare-name form, argument layer, initializer lists), C# type-ref engine (nested-generic returnType failure included), and value-ref shadow pruning. Gates: sweeps 0-diff serilog 211/216 / Newtonsoft.Json 914/945 / jellyfin 2104/2105 (deferrals match the survey's per-repo predictions — both-arm #if damage; default --max-deferral 0.1 holds, no c/cpp exemption); full-init dumps byte-identical ×3 (14.0k/109.1k/210.8k lines); kernel-csharp-parity suite (torture ×3 + CRLF variants + 8 micro-pins + defer) + csharp grammar-parity row; full suite 2,608 ×2 under CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += csharp (11 langs). Co-authored-by: Claude Fable 5 <noreply@anthropic.com> |