Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
CMIT★ 61.400 estrellas⑂ 3843 forksdesde ene 2026Ver en GitHub ↗
colbymchenry/codegraph tiene un índice de salud de 67 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (83/100) y la más baja, Security (41/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
67
global / 100
Moderado
Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
67
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
456 seguidores24 repositorios públicosdesde abr 2016
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25
Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40
Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
source
osv
advisories
0
affected_packages
0
assessed_packages
6
unassessed_packages
0
affected_by_severity
none
direct_affected_packages
0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de npm:@colbymchenry/codegraph@1.4.1 —lo que arrastra la instalación del paquete publicado—: 6 paquetes. No se analiza la alcanzabilidad.
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
Could not fetch crates package 'codegraph-kernel' from its registry
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Más detalle
Historial de estrellas y forks 61.400 ★ / 3843 ⇿
61.400Estrellas
3843Forks
14Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Solo se muestra el historial más reciente: este repositorio supera la ventana de recopilación, por lo que no se captura el historial más antiguo.
Mayor 1Menor 4Parche 9
OpenSSF Scorecard 2.5 / 10
2.5agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-21 16:01 UTC
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Avisos de dependencias 0
Instalar npm:@colbymchenry/codegraph@1.4.1 arrastra 6 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
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"body": "…pin, r default-routed (#1383)\n\nR7b batch 4 #1 (docs/design/r-kernel-port-checklist.md is the authoritative\nquirk list; survey + probe record therein). The lightest-shared-surface,\nheaviest-hook port: languages/r.ts works entirely through the visitNode hook\n(every type list empty except callTypes:['\n[…]\nF + BOM variants +\ndefer pin + kernel-arm quirk pins); full suite 2,638 green ×2 with\nCODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += r (16 langs).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R7b R walker — rlang module, tree-sitter-r 1.2.0 crate …",
"author_name": "Colby Mchenry",
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"body": "…uild, kotlin default-routed (#1382)\n\nSixth R7b port — the T1½ batch finale. Checklist-first recipe\n(docs/design/kotlin-kernel-port-checklist.md, 1,121 lines, dist-extractor\nground truth); parity passed FIRST RUN on all three repos.\n\nTHE NOVEL MECHANISM — vendored-grammar-C (the §4 tracker's prescri\n[…]\ny row (the\nC-build ↔ wasm table identity proof); full suite 2,633 green ×2 under\nCODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += kotlin (15 langs).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R7b Kotlin walker — kotlin module, vendored-grammar-C b…",
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"body": "…3 bump, swift default-routed (#1381)\n\nFifth R7b batch-3 port, checklist-first recipe\n(docs/design/swift-kernel-port-checklist.md, 1,056 lines — the largest of the\narc, with a built-extractor-validated emission pin and a childForFieldName\ntruth table).\n\nGrammar bump first, validated standalone: tree\n[…]\n\ncases defer fixture) + swift grammar-parity row; full suite 2,626 green ×2\nunder CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += swift (14 langs).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R7b Swift walker — swift module, tree-sitter-swift 0.7.…",
"author_name": "Colby Mchenry",
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"body": "…p, php default-routed (#1380)\n\nFourth and final R7b batch-2 port, checklist-first recipe\n(docs/design/php-kernel-port-checklist.md).\n\nGrammar bump first, validated standalone with the diff ENUMERATED + CLASSIFIED\n(unlike rust/ruby the php bump is NOT graph-neutral): tree-sitter-php ^0.22\n(tree-sitt\n[…]\nwire-flag pin, defer) + php\ngrammar-parity row; full suite 2,622 green ×2 under CODEGRAPH_KERNEL_EXPECT=1.\nDEFAULT_ROUTED += php (13 languages).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R7b PHP walker — php module, tree-sitter-php 0.24.2 bum…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-20T21:08:22Z",
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"oid": "19099312385b0b169963040df34a97747e72df18",
"body": "…bump, ref-flag wire slot, ruby default-routed (#1379)\n\nThird R7b port, checklist-first recipe (docs/design/ruby-kernel-port-checklist.md).\n\nGrammar bump first, validated standalone (the rust pattern): tree-sitter-ruby\n^0.20.1 (tree-sitter-wasms, 2024-02) → v0.23.1 — crate pinned =0.23.1, wasm\nbuilt\n[…]\nODEGRAPH_KERNEL_EXPECT=1 (one unrelated\nmcp-initialize timing flake under parallel load, passes solo 3/3 ×3).\nDEFAULT_ROUTED += ruby (12 langs).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R7b Ruby walker — ruby module, tree-sitter-ruby 0.23.1 …",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-20T20:44:13Z",
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"oid": "286e9ccc2dad45336d4fd67052930322054d64b5",
"body": "….5 pin, csharp default-routed (#1378)\n\nSecond R7b port, checklist-first recipe (docs/design/csharp-kernel-port-checklist.md;\nparity passed FIRST RUN again). No grammar bump — the #717 vendored wasm verified\ntable-identical to crate 0.23.5 (ABI 15, STATE_COUNT 8053, node-kind + field tables);\nfirst \n[…]\ns + 8 micro-pins + defer) + csharp grammar-parity row;\nfull suite 2,608 ×2 under CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += csharp\n(11 langs).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R7b C# walker — csharp module, tree-sitter-c-sharp 0.23…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-20T18:46:12Z",
"body_truncated": true,
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"oid": "f1ca9919435b401b20d7e9afa4297061997b0f99",
"body": "…4.2 bump, rust default-routed (#1371)\n\nFirst R7b language port. Grammar: tree-sitter-rust pinned =0.24.2 + wasm\nvendored from tag 77a3747 (parser.c/scanner.c sha-matched against the\ncrates.io tarball), replacing the 2023 ABI-14 tree-sitter-wasms build —\nthe bump alone is precision-positive on the w\n[…]\n/ 13,440 / 39,030 nodes); kernel-rustlang-parity suite\n(torture + CRLF + defer) in npm test; full suite green x2 with\nCODEGRAPH_KERNEL_EXPECT=1.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R7b Rust walker — rustlang module, tree-sitter-rust 0.2…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-20T05:08:09Z",
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"oid": "ce0ae30e09b8f495219893e716ae3974eacd2bd4",
"body": "…3→276s, 8c envelope ≈11min (§4d round 2) (#1369)\n\nStore-architecture arc round 2. The batched resolution loop reads\nunresolved_refs ONLY through the status index + the PK keyset pager;\nthe other five ref indexes (from_node, name, file_path, from_name,\nfailed_tail) serve sync-time paths — yet every \n[…]\nical; linux counts exact\n2,049,153/6,413,518 and dump sha 6dd1185b… reproduced (10,446,478\nlines); full suite green ×2 (153 files / 2588 tests).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(store): resolution ref-index window — kernel-scale resolution 42…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-20T04:24:14Z",
"body_truncated": true,
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{
"oid": "f6d8e8fdab2f3f80cddac0f333886ca9dec5ca2e",
"body": "…l-scale envelope best-ever 14.2min (§4d round 1) (#1368)\n\nStore-architecture arc round 1 (the cbm speed bar: dubbo warm wall\n10.7-11.2s vs their ~7.5). §4d measured dubbo's parse-loop as 94%\nstore-writer busy with B-tree maintenance as the floor (statement\nbatching and sorted inserts already killed\n[…]\nb… reproduced (10,446,478\nlines); full suite green ×2 (153 files / 2588 tests). Incremental\nsync paths untouched by construction (freshDb gate).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(store): parse-lane index deferral — dubbo fresh init −19%, kerne…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-20T04:02:54Z",
"body_truncated": true,
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{
"oid": "9647771659a453d08afda0d40fe243a50b29ca6f",
"body": "…ment, fold I/O is a fixed budget (#1366)\n\nTwo nudge shapes probed at 8c kernel scale (passive checkpoint at the pool\nrecycle boundary, fire-and-forget and awaited). The awaited shape reached\nevery §7a.7 shallow floor (read 16.6s, inserts 31.4s, deletes 50.0s) and\npaid exactly what it saved (207.4s \n[…]\nrlaps\noff-thread, and the §7a.7 \"~45s gap to the floor\" is illusory. Code\nreverted; #1362's valve + recycling remain the optimum of this family.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): §7a.11 continuous-shallow WAL probe — killed by measure…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-20T00:01:11Z",
"body_truncated": true,
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{
"oid": "69ea438bac1c5b75a83a8d46bc1950448b10d3b4",
"body": "…across the arc (§7a.10) (#1365)\n\nTask #5 step 2. The fuse-then-link refactor (#1364) left the extraction\nsweep as a clean per-file boundary: raw text in → collected facts out.\nThis ports that sweep to the native kernel: `cfnptr_scan_files`\n(codegraph-kernel/src/cfnptr.rs) strips and scans a batch o\n[…]\n.9→171.1s. E's attributed\nwall grew from overlap shift under parallel synthesis; the phase total\nis the honest number. Full record: plan §7a.10.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(kernel): cFnPtr native extraction sweep — step 2, pass 230→151s …",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-19T22:48:27Z",
"body_truncated": true,
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{
"oid": "c6850d737b80a330cf45271342ebcb728064b8f9",
"body": "…ered verbatim linking, pass −22% at kernel scale (#1364)\n\nTask #5 step 1 (plan §7a.8/§7a.9). The C/C++ function-pointer dispatch\nsynthesizer swept every file's text four times (typedefs, registrations,\npropagation, dispatch); at kernel scale the all-or-nothing source cache\ndeclines, so that was 4.4\n[…]\nte green ×2 (152 files / 2563 tests).\n\nStep 2 (native per-file extractor) now has its boundary: the extraction\nsweep, raw text in → records out.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(resolution): cFnPtr fuse-then-link — one extraction sweep + filt…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-19T16:43:06Z",
"body_truncated": true,
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{
"oid": "b877db617ccd17f1ece6961235e368ec46c55b46",
"body": "…urement, fuse-then-link is step 1 (#1363)\n\nThree measurements before any port. The stripCStyle split('') rewrite\n(byte-identical segment-builder) measured 1.0× on 15.1M chars of linux C\n— V8's ~73MB/s scan rate IS the cost, and 78s ≈ 4 strips/file × that\nrate: the lever is the redundancy, not the s\n[…]\nrtion\norder + the §7a.4 probe-hash gate); step 2 = native per-file extractor\nbehind the same boundary (raw disk text — no preParse interaction).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): §7a.8 cFnPtr calibration — strip rewrite killed by meas…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-18T22:15:15Z",
"body_truncated": true,
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{
"oid": "971a5a04838aed7885710e220b7394929e91013d",
"body": "…r-readers fix, superphase −11.4% at 8c (#1362)\n\nThe §7a.6 anomaly probed to its mechanism with five discriminating runs\n(§7a.7 table): main-thread B-tree writes triple under attached readers\nbecause READERS PIN WAL checkpoint progress — the deep WAL taxes every\nwriter page operation (deletes 42.6s \n[…]\nsha 6dd1185b reproduced (10,446,478 lines),\ncounts 2,049,153/6,413,518, suite 2517 green. 2c unchanged by\nconstruction (no pool → no recycling).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(resolution): worker connection recycling — WAL-depth writes-unde…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-18T21:58:03Z",
"body_truncated": true,
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},
{
"oid": "5955d04c97de3311476b0ca9d8d84cfff4fcb0d3",
"body": "… theories killed, writes-under-readers named (#1354)\n\nFresh CODEGRAPH_RESOLVE_PROFILE tables at 2c and 8c on the round-2 build:\nthe 8c settle stage is 3.6s — the double-buffer absorbs the entire\nresolveOne population, superseding §7a.2's core-invariant framing. The\n8c cost is writes-under-readers: \n[…]\n8.5s).\n\nLevers re-ranked: writes-under-readers probe > cFnPtr native site\nextraction (~230s of synthesis) > backpressure byte volume > recreate.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): §7a.6 per-ref measurement round — pool works, two cache…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-18T07:31:47Z",
"body_truncated": true,
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{
"oid": "b9d0f57a64b3cd5dcdc6a77d6f65038f2f528a66",
"body": "…ernel/+mm/ deferral 58.6%→33.9% (#1353)\n\nCensus-driven cut of the top-ranked post-R7a lever. All passes TS-side,\nC-only (preParseCSource), shared by both arms:\n\n- parameterized-annotation whole-blank (__free/__printf/__counted_by/\n __bpf_md_ptr…; extends through a stranded field `;`)\n- type-keywor\n[…]\n cg1212 re-run 16.4min (was 18.3min);\n8c parse sits on the single-writer floor, so the <10min-on-8c gap re-ranks\nto the per-ref resolution path.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(extraction): C deferral round 2 — 8 new preParse passes, linux k…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-18T06:00:00Z",
"body_truncated": true,
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{
"oid": "2d72891b594e78a9f431bc9c17278c6b77a26a1b",
"body": "…t, 7 new blanks, c/cpp default-routed (#1346)\n\nParity: 0 diffs on redis/git/fmt/protobuf/ALS sweeps; full-init dumps\nbyte-identical on all five + linux at kernel scale (10.4M dump lines,\nsame sha256 both arms). Linux 2c/6GB envelope: kernel-arm 19.1min vs\nwasm-arm 22.9min (parse 356s vs 435s) on a \n[…]\nted by measurement (C/C++ error incidence 9-42%;\n--max-deferral flag); defer-reuse memo kills the 3x re-blank/re-parse\ncost deferred files paid.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R7a C/C++ walker — dual-lang ccpp module, preParse hois…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T21:56:41Z",
"body_truncated": true,
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{
"oid": "44561b6aad535d7d7b2503228051b9834f19cbd6",
"body": "…2 + cpp v0.23.4, sha-matched (#1345)\n\ntree-sitter-wasms shipped 2023-era C/C++ grammars; the kernel walker must\ncompile the crates.io versions, so production wasm upgrades FIRST and in\nisolation (the R2 pattern). Built with tree-sitter-cli 0.25.10 from each\ntag's CHECKED-IN parser.c: tree-sitter-c \n[…]\n — incl. the UE-macro, misparse-guard,\nMetal, and CUDA coverage. Checklist updated with the vendored revs and the\nmetal/cuda routing correction.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(extraction): vendor current C/C++ grammars (R7a prep) — c v0.24.…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T18:07:13Z",
"body_truncated": true,
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{
"oid": "34ad0801aa5c16616929aec22c15665e7e04f678",
"body": "…ist (#1344)\n\nStep 1 of the §0a recipe for the C/C++ port: every tree-sitter.ts branch,\nextractor-config field, name-salvage helper, and gate the walker must\nmirror, with file:line anchors. Locks the architecture: preParse (all seven\nblanking passes) hoists to the kernel route point so none of it po\n[…]\nvalue-refs are C-only (cpp absent from\nVALUE_REF_LANGS), static-member refs are cpp-only, fn-ref spec is\ncFamilySpec with addressOfOnly for cpp.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): R7a survey complete — the C/C++ bug-for-bug port checkl…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T18:02:52Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "705e5013286eb1857a92e39ee5e941e9d3af6fe3",
"body": "…nds (#1343)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): sync §0 P1 checklist with the completed §7a.3/§7a.4 rou…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T17:45:40Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "636c74a3d2751ff50897f0114fef7f4d75493387",
"body": "…nvelope, LRU-cyclic-thrash lesson (#1342)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): §7a.4 cFnPtr round record — 2.07x standalone, 17.6min e…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T17:40:03Z",
"body_truncated": false,
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},
{
"oid": "d510de476638eb321b7dfc126848321d455bc887",
"body": "…edge set hash-identical (#1341)\n\ncFnPtrEdges was 86% of kernel-scale synthesis (306s, §7a.3). Standalone\nprobe iterations against the live kernel DB attributed and fixed:\n\n- sliceLines split the ENTIRE file per node (~1.6M full-file splits across\n the B/D/E sweeps) — split once per file, slice fro\n[…]\nerge-dedup applied, canonical sort) SHA256\n21c2a971... == the original code's 274,762 edges extracted from the live\nkernel DB. Pass suite 15/15.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(synthesis): cFnPtrEdges 2.07x at kernel scale — probe-profiled, …",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T17:20:17Z",
"body_truncated": true,
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{
"oid": "9f10318424e3fe20cf81e9f2b3dbe1b02213715a",
"body": "…liminated, envelope 19.3min; two theories falsified by measurement (#1340)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): §7a.3 batch-loop profile round — countGuard quadratic e…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T16:47:40Z",
"body_truncated": false,
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{
"oid": "7cc23668b50359731fa201a530ceca24e72a7ecb",
"body": "…ed guard, DB-scaled valve caps + resolve profiler (#1339)\n\nThe §7a.2 per-ref profile overturned the assumption the whole arc was\nbuilt on: resolveOne owns only ~93s of the kernel-scale ~433s batch loop.\nLoop-stage attribution (CODEGRAPH_RESOLVE_PROFILE, shipped here) named the\nrest: backpressure fo\n[…]\nefault.\n\nGates: dubbo dump byte-identical; suite 2,491 passed / 4 skipped (kernel\nrequired). Kernel-scale payoff run lands in the plan doc next.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(resolution): batch-loop de-quadratic — keyset reads, changes-bas…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T16:27:30Z",
"body_truncated": true,
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{
"oid": "19cf1ec75b01077bf69b46dca39fedd54c76c798",
"body": "…WAL 14x contained; resolution measured core-invariant (#1338)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): P1 record runs — 2c 20.4min (-23%), 8c 18.3min no-OOM, …",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T14:52:47Z",
"body_truncated": false,
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{
"oid": "2adc7f60c06e1235638ed8dd447728432cd1edfa",
"body": "…te loses the race it was assumed to lose (#1336)\n\nA truncate checkpoint started against an ACTIVE writer wins the lock and\nthen blocks that writer for its entire backfill; after the edge-index\nrecreate's multi-GB single-transaction burst that exceeds the writer's 5s\nbusy_timeout and fails the index\n[…]\nriter is awaiting the valve.\n\nDubbo gate: exit 0, peak 81MB (barrier folds carry containment), dump\nbyte-identical. Valve + sizing suites 27/27.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(db): WAL truncate at parked barriers ONLY — the timer-path trunca…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T14:11:32Z",
"body_truncated": true,
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{
"oid": "ca88d3bd151a43663e6576257233b0de3f6e64c2",
"body": "…izing corrections from the instrumented kernel-scale runs (#1335)\n\nFour §7a.1 instrumented-run findings, each measured:\n\n1. File-size trigger + truncate-at-barrier: a fully-backfilled WAL still\n grows the FILE without bound — the writer only restarts at frame 0 when a\n commit finds zero reader \n[…]\nAL_VALVE_DEBUG.\n\nSuite: 2,490 passed / 4 skipped (kernel required). Kernel-scale record\nruns with this build follow in the migration plan §7a.1.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(db,resolution): WAL file cap + cgroup cache credit + pool/parse s…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T13:56:26Z",
"body_truncated": true,
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{
"oid": "8c1e821495a8d1b8906aac36ccc2354945c73777",
"body": "…EGRAPH_WAL_VALVE_DEBUG (#1334)\n\nThree §7a.1 run-1 lessons (kernel-scale 2c/6GB: EXIT=137, WAL 22.2GB with\nthe backpressure hook DEPLOYED):\n\n1. TRUNCATE at parked barriers: a completed passive backfill bounds the\n un-checkpointed backlog but the FILE only stops growing when a commit\n finds zero \n[…]\nler's verbose plumbing, and give-up lines print under\n CODEGRAPH_SYNTH_TIMINGS — run 1 failed silently because give-ups were\n verbose-gated.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(db): WAL valve — TRUNCATE at parked barriers, futility latch, COD…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T13:17:33Z",
"body_truncated": true,
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{
"oid": "b8833fec5723f44e76855202bc8445481b02fdfc",
"body": "…DEGRAPH_RESOLVE_WORKERS (#1333)\n\nPool sizing used os.cpus().length, which enumerates the HOST's CPUs: inside\na 2-CPU cpuset it sized 6 resolver workers (the §7a.1 false-'sequential'\npremise) and 8 parse workers, and at true 8-core concurrency six ~1GB\nworkers OOM-killed a 7GB container (oom_kill=5)\n[…]\npool's\ncore input switches to availableParallelism. Dev machines are unchanged\n(still 6 workers); the 8c/7GB kernel-scale container now sizes 4.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(resolution): memory-aware, cgroup-honest worker-pool sizing + CO…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T12:54:31Z",
"body_truncated": true,
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{
"oid": "6e52295ceb17eb5e334ea381e2bfe4f96deb21a2",
"body": "…ackpressure at pool-idle boundaries (#1332)\n\nAt kernel scale the pooled resolution/synthesis superphase grew a 22GB WAL\non a 4.6GB DB (cg1212, §7a.1): autocheckpointing is deferred for the run,\nand the valve's timer-driven passive checkpoints stay perpetually partial\nagainst the pool's continuous r\n[…]\nr = the\nsingle-transaction edge-index recreate) vs defaults 914MB; dumps\nbyte-identical (441,270 rows); wall unchanged (11s). Suite 2,479 green.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(resolution): WAL containment for the pooled superphase — writer b…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T12:48:34Z",
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"oid": "04ab45c91fff97263d2d305ecb2908bce80bd159",
"body": "…ild + 33/33 suites, CRLF find credited (#1330)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): O2 Windows VM validation closed — win32-arm64 native bu…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T06:29:52Z",
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"oid": "5e329adc28fb1797e85dab59acc28e152dee2062",
"body": "… regex crate's (?m)^ is \\n-only (#1329)\n\nOn CRLF checkouts (every Windows autocrlf clone) the JS reference's\nblock-continuation strip /^\\s*\\*\\s?/gm finds a line start after the \\r and\nits greedy \\s* consumes the \\n, leaving a bare \\r in the docstring; the\nkernel's (?m)^ pass matched after \\n only a\n[…]\nne-marker passes; CRLF variants of every torture fixture are\npinned in kernel-tsjs-parity, derived in-memory so nothing can normalize\nthem away.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(kernel): CRLF docstring parity — JS multiline ^ anchors after \\r,…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T06:28:21Z",
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"oid": "9e18ac2125d3d298fd3b39360764720727a42b48",
"body": "…-blind pool), OOM + WAL-pinning findings, revised P1 order; O1 merged, O2 in progress (#1327)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): P1 first measurement round — premise correction (cpuset…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T06:15:24Z",
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"oid": "c1dc78d3fa9c7da2705b9554ba0727204d31c69c",
"body": "Native extraction kernel: Rust parse+extract for TS/JS/Java/Python/Go, byte-identical, default-on (R1-R6)",
"is_bot": false,
"headline": "Merge pull request #1326 from colbymchenry/rust-kernel",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T05:36:03Z",
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"oid": "8060da28c0dcb8cbec7b51ca6a1fdfbac0060158",
"body": "…hecklist, §0a operational handoff, superseded-expectation annotations\n\nR1-R6 are done; §0 is now the open-work list in recommended order\n(merge → Windows VM leg → P1 resolution → C/C++ port → long tail), and\n§0a carries everything a fresh session needs: where the work lives, the\nbuild/gate commands\n[…]\nith SUPERSEDED\nannotations pointing at the measurements that corrected them; §7a now\ncarries the R6 numbers that make it the top open perf item.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): make the migration plan a cold-start handoff — status c…",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T05:29:22Z",
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"oid": "2a79432b1312c8949e3324e53d77a5406daa6546",
"body": "…arness symlink robustness\n\ncg1212 (Linux kernel, 2 CPU/6GB): completes in 26.4min vs the ~27min\nbaseline with all new machinery active — no regression; graph scale\nidentical (2,048,664 nodes / 6,405,964 edges). The §6 parse expectation\n(6m → ~2m) was mis-premised: the tree is ~99% C, an unported T2\n[…]\nl (19.2m, 73% — P1). The tree's own Python tooling\nfiles: 99/99 byte-parity. kernel-parity.mjs now skips dangling\nsymlinks (Linux dtc fixtures).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): R6 — kernel-scale re-validation record (§4f) + parity-h…",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T05:19:39Z",
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"oid": "f07fd545adac00d8ea9e236b8febf3aa9cbf9445",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kernel): record 2-CPU django/prometheus benchmarks in §4e",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T04:54:06Z",
"body_truncated": false,
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"oid": "c2503e2bee5f2a0c880ff536a33736ca31709ecc",
"body": "Python (codegraph-kernel/src/python.rs) and Go (src/go.rs) join the\nnative kernel, mirroring the wasm extractors bug-for-bug. Python:\ndecorated_definition docstrings/decorators (decorates refs only for\nbare-identifier decorators — the call-kind quirk), function-in-class →\nmethod, module-level assign\n[…]\n); torture fixtures enforced in npm\ntest. DEFAULT_ROUTED now covers typescript/tsx/javascript/jsx/java/\npython/go. Full suite: 2,471 tests pass.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R5 — Python and Go ports, gates passed, default-on",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T04:50:02Z",
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"oid": "28068fa0f13724ef974e238423aa04e664fdeb16",
"body": "…er, main thread never materializes nodes\n\nKernel-routed files ship their flat tables from the parse worker to the\nstore worker as buffers (tryKernelExtractRaw → kernelBuffers on the\nresult → KernelStoreBundle); the store worker decodes and finalizes\n(finalizeStoreBundle shared with the object path \n[…]\nning many-core gap is a\nstore-architecture arc (deferred index builds, multi-file\ntransactions, buffer→bind), out of the kernel project's scope.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(kernel): direct-to-store decode — buffers flow to the store work…",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T04:38:32Z",
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{
"oid": "03d54e47a1f4eee216ccedc9eb994d34661bccb3",
"body": "…ult-on\n\nJava joins the native kernel (codegraph-kernel/src/java.rs), mirroring\nthe wasm extractor's Java paths bug-for-bug: package namespaces,\nimports, javadoc, annotations→decorates, type_list inheritance,\nstatic-final constants, enum constants, anonymous classes (including\nthe TS side's 0-based-\n[…]\node JS object\nmaterialization); the buffer contract already carries everything.\n\nDEFAULT_ROUTED now includes java. Full suite: 2,467 tests pass.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R4 — Java port with Lombok synthesis, gate passed, defa…",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T04:25:29Z",
"body_truncated": true,
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"oid": "c8cca9a6014086c99d0141af82690966d4812918",
"body": "Gate evidence (docs/design/rust-kernel-migration-plan.md §4b):\n\n- Graph parity, byte-identical (stronger than the §5 ≤0.5% bar): full\n codegraph-init dump-diffs kernel-vs-wasm on express (13,712 rows),\n excalidraw (89,898), and vscode (2,378,238 rows) — identical bytes.\n Python control repo (flas\n[…]\nsx, javascript, jsx}. Override:\nCODEGRAPH_KERNEL_LANGS (replaces the set) / CODEGRAPH_KERNEL=0 (kill).\nChangelog entry added under [Unreleased].\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R3 — TS/JS equivalence gate passed, kernel default-on",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T03:50:02Z",
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{
"oid": "9ad5cd7ba2428d39b1c818247ac6c9c8a67d6a90",
"body": "…arity with the wasm path\n\nReplaces the R1 seed .scm emitter with a bespoke Rust walker\n(codegraph-kernel/src/tsjs/) that mirrors TreeSitterExtractor's TS/JS\npaths function-for-function: declarations (incl. #808 field/property\nclassification), qualified names, docstrings (#780 wrapper climbs),\nsigna\n[…]\nopt-in (CODEGRAPH_KERNEL_LANGS) until\nthe R3 equivalence gate (large repo, DB dump-diff, retrieval invariants,\nagent A/B, Linux/Windows) passes.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R2 — full TypeScript/JavaScript extraction port, byte-p…",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T03:14:40Z",
"body_truncated": true,
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"oid": "c5eebe6beba7e0c251439f3c46d8445e0184f387",
"body": "…t, routing + fallback, grammar-parity CI\n\nPhase 0 of the Rust extraction-kernel migration (docs/design/\nrust-kernel-migration-plan.md, now checked in with §3a recording the\nshipped state):\n\n- codegraph-kernel/ napi-rs crate: extractFile(path, content, language)\n → five flat buffers (meta/nodes/edg\n[…]\nl back to the wasm path); bundles stage\n lib/kernel/codegraph-kernel.node; release job runs the kernel suites\n with CODEGRAPH_KERNEL_EXPECT=1.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kernel): R1 scaffold — napi-rs extraction kernel, buffer contrac…",
"author_name": "Colby McHenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T01:13:51Z",
"body_truncated": true,
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{
"oid": "4efc6c70e23aacbe85fb2fdfcfddae1910d5527a",
"body": "…g-safe index recreate (#1323)\n\nTwo hazards found by running today's full stack against the Linux kernel\n(70,129 files) in the cg1212 repro container:\n\n1. The parallel-synthesis fallback retried a worker-failed pass on the MAIN\n thread. At multi-million-node scale a worker failure is usually a mem\n[…]\nn for the native extraction kernel (Rust parse+walk over dubbo's Java:\n202ms rayon / 1.07s single-thread vs 4.7s for the current wasm pipeline).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(scale): kernel-scale hardening — OOM-safe pass skipping + watchdo…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-17T00:09:01Z",
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"oid": "567b4ad4be6109b1688525537ffc4c6e1bd0e80f",
"body": "…tion window, byte-identical graphs (#1322)\n\nThe resolution persist's measured cost is B-tree maintenance on the edges\ntable's five indexes (offline replay of a 224k-edge resolution set: 2.8s with\nall indexes, 1.1s with only the unique identity index, +0.3s to recreate the\nrest). On big runs (same >\n[…]\nw the gate): untouched, byte-identical.\nRecreation cost ~250ms, logged under CODEGRAPH_SYNTH_TIMINGS as\nedge-index-recreate. Suite green (2444).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(resolution): drop non-unique edge indexes during the bulk resolu…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T23:26:30Z",
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"oid": "cf38ef65afe942f5d8e1122b92b40017f0b9e67c",
"body": "…, byte-identical graphs (#1321)\n\nThe ~36 independent synthesis passes (callback/event/framework wiring) ran\nsequentially on the indexer's main thread — 2.0s of a 4,402-file Java repo's\nindex, and the stage where kernel-class repos die (#1212). They now live in\nan explicit registry (SYNTH_PASSES) an\n[…]\nxed marks);\nthe pin test counts registry entries plus literal __mark sites.\n\nSuite green (2444). Sequential-path timing unchanged on excalidraw.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(synthesis): fan dynamic-dispatch passes across the resolver pool…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T23:07:51Z",
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"oid": "a2f3c31a971dd4cdc017e5c4459612587d20c4c4",
"body": "…resolution, byte-identical graphs (#1320)\n\nFresh init on a 4,402-file Java repo (dubbo): 18.2s -> 13.5s (-26%), with\nthe resolution phase going 12.6s -> 7.9s (-38%). Graphs verified\nbyte-identical on both the pool path (dubbo) and the sequential path\n(excalidraw).\n\nTwo changes:\n\n1. The fastInit+poo\n[…]\nite green (2444). Sync path timings unchanged. Pool floor re-validated:\nforced-on at 40k refs is still net-slower, so the 150k threshold stands.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(resolution): defer checkpoints and double-buffer persist during …",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T22:26:29Z",
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{
"oid": "1de7e8f8b57627249ce7aa3ed4709676cfa0cfd0",
"body": "…1319)\n\nThree compounding defects (#1196) made a query bag of object-literal\nkeys (`profileInfo isTrialEligible quotaInfo billingMethod`) return\nunrelated results while the defining files never surfaced:\n\n1. Step 5b title-cased interior humps (profileInfo -> Profileinfo) and\n then compared case-SE\n[…]\nene) is byte-\nidentical; NL queries shift toward more-central callables\n(useUIAppState/getDefaultAppState over observer periphery).\n\nFixes #1196\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(retrieval): multi-hump field-name queries reach their definers (#…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T21:11:24Z",
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{
"oid": "a5a8942d1c5f639eff02eb1bca3aa755be995905",
"body": "…red parent (#1318)\n\n`.gitignore: /repos/` lists `repos/` as ONE ignored entry, while the\nCLI hint (#1156) suggests `includeIgnored: [\"repos/a/\", \"repos/b/\"]` —\nthe child spelling. findIgnoredEmbeddedRepos tested the opt-in matcher\nagainst the PARENT path only, which a child pattern never matches, s\n[…]\ngets the\nsame per-repo check so the hint stops nagging about repos that are\nalready configured while still naming unopted siblings.\n\nFixes #1295\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(scan): includeIgnored child patterns revive repos under a gitigno…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T21:01:08Z",
"body_truncated": true,
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"oid": "c472cfb52e476a31189211266ed21dbecd080926",
"body": "…ricating call edges (#1317)\n\n\", \".join(sorted(x)) resolved by bare name to a project function named\njoin — one nested inside a DIFFERENT function, so scope alone rules the\nedge out. Both defects from #1230, fixed independently:\n\n1. Extraction: a member call on a LITERAL receiver (string, number,\n \n[…]\nby construction. The issue's repro is\npinned: join has exactly one caller (format_fields), report_missing\nhas zero project callees.\n\nFixes #1230\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(resolution): literal-receiver builtins and nested locals stop fab…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:55:38Z",
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"oid": "41c20297987416201a1de665eced2bf0dad1571b",
"body": "…r bare-name guessing (#1316)\n\ntarget.conn.Exec(\"insert\") with `conn *sql.DB` emitted a BARE `Exec`\nref (the receiver chain was dropped for non-identifier receivers), and\nexact-match then bound it to the only local `Exec` — an unrelated\ninterface's method — fabricating an internal dependency (#1276)\n[…]\n/routes, validated,\nincluding the unexported `node` type); the removed edges are the\nprior bare-name guesses on external receivers.\n\nFixes #1276\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(go): field-chain calls resolve via validated type inference, neve…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:49:24Z",
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{
"oid": "2ec877b08cc38a2354e1c3f012280c15367a0b41",
"body": "…ethod (#1315)\n\nreproStore.notifyJoinGuildStatus() after `import { reproStore }`\nresolved its calls edge to the exported CONSTANT (resolvedBy:'import'),\nwhile the identical same-file call resolved to the method via\nlocal-variable receiver inference (#1108) — so `callers <method>`\nmissed every cross-\n[…]\ner reads still reference\nthe value.\n\nexcalidraw control: byte-identical graph (10,653 nodes / 19,483 calls\nedges before and after).\n\nFixes #1292\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(resolution): calls through an imported singleton resolve to the m…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:36:33Z",
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"oid": "ce983a08fe617dcc3a363112b6523b500f1f342e",
"body": "The CLI's bare-symbol branch passes includeCode=true to the\ncodegraph_node handler, but the symbol-pinned-to-file branch didn't —\nso exactly when a user disambiguated an overloaded name to one file\n(the point of -f), they got Location + trail with no code (#1284).\n\nFixes #1284\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): `node <symbol> -f <file>` includes the source body (#1314)",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:30:17Z",
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{
"oid": "8dcf92f285a88bf307b8948ec947dce45ff16805",
"body": "A directory deletion arrives as ONE event on the directory's own path.\nThat path has no source extension, so handleChange dropped it at the\nisSourceFile gate before ever scheduling a sync — and the files inside\nmay never get events of their own (Windows's recursive watcher reports\nonly the top-most \n[…]\nied: manual `codegraph sync` cascades fine). Events for\nlive non-source files stay fully ignored, so build churn schedules\nnothing.\n\nFixes #1285\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(watch): schedule a sync when a directory is deleted (#1313)",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:27:10Z",
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"oid": "18f0745f81548a601282a432e3ccfda44dfb475a",
"body": "…1312)\n\nThe #1242 fix (WAL deferral + checkpoint valve, the 26x win on\nHDD-class storage) was wired only into indexAll. CodeGraph.sync never\ntouched wal_autocheckpoint, so every incremental run kept the default\n1000-page cadence and re-triggered the #1231 per-page checkpoint\nthrash — a 7-file sync t\n[…]\nl in the finally. Same kill switch\n(CODEGRAPH_NO_WAL_DEFER=1). Idle valve cost is one timer, so\nwatcher-frequency syncs stay cheap.\n\nFixes #1248\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(sync): defer WAL autocheckpoint for the whole incremental run (#…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:21:48Z",
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{
"oid": "b6a05d155b780ae5d391d19f21c4c01480d6423f",
"body": "…names (#1311)\n\nSEC_ATTR UINT32 LostName(VOID) — an unknown attribute macro before a\ntypedef'd return type — misparses in tree-sitter's C grammar: the macro\nbecomes the type, the return type the declarator, and the PARAMETER\nLIST is stored as the function name (\"(VOID)\"). The C++ grammar\nrecovers th\n[…]\no name changes;\n7 nodes in memdebug.c improve start-line accuracy by 1 (the macro line\nno longer counts as part of the definition).\n\nFixes #1211\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(c): blank leading attribute macros so functions index under real …",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:17:57Z",
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"oid": "e4379180263392034c8959fa35f84487fa3a3ba4",
"body": "…names (#1310)\n\nAn out-of-line member definition inside a namespace block takes its\nqualifiedName from the declarator's receiver, which is spelled RELATIVE\nto the enclosing namespace — so `namespace simulator {\nManifestStartup::Output ManifestStartup::Apply(...) {} }` indexed as\nManifestStartup::App\n[…]\nhrough unchanged.\n\nleveldb re-index: node count byte-stable (3,044), calls edges +6,\nnamespace-qualified method names 947 -> 1,252.\n\nFixes #1291\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cpp): compose namespace prefix into out-of-line method qualified …",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:10:55Z",
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"oid": "4dd29ea5c15e54b30400612e92e9a679705a047b",
"body": "…iers (#1309)\n\ntemplate<typename T> T Box<T>::get() stored qualified_name Box<T>::get —\nthe <T> qualifier never matched the class node indexed as Box, so the\nmethod didn't link to its class, while the inline form of the same\nmethod produced Box::get. ICU-shaped multi-line template parameter\nlists le\n[…]\n_EXPORT misparse artifact and gmock conversion-operator names,\nboth distinct pre-existing shapes), node count byte-stable at 7,536.\n\nFixes #1286\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cpp): strip template args from out-of-line method receiver qualif…",
"author_name": "Colby Mchenry",
"author_login": "colbymchenry",
"committed_at": "2026-07-16T20:04:38Z",
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"body": "cache.Put(\"a\", 1), store.Get(\"config\", out), bus.Handle(\"user.created\",\nh) — any verb-named method with a string first arg — were indexed as\nHTTP routes (38 of 82 route nodes were false positives on the\nreporter's 200 KLOC Go codebase). A registration's first argument must\nnow start with \"/\" (every \n[…]\n method instead of ANY.\n\nValidated on go-chi/chi (212 real routes retained, all path-shaped)\nand golang/groupcache (0 route nodes).\n\nFixes #1259\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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"body": "…raw path ASCII (#1307)\n\ncodegraph's glyphs were ASCII on every Windows console while\n@clack/prompts drew its Unicode frame around them, so one index block\nmixed `|` and `│` rails (#398). supportsUnicode() now mirrors the\nis-unicode-supported detection clack bundles (Windows Terminal, VS\nCode, ConEm\n[…]\n the progress callback. Only transient, self-erasing animation frames\n remain on the raw path, so ASCII never lands in scrollback.\n\nFixes #398\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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"body": "… (#1306)\n\nList commands (status, query, callers, callees, impact, files) embedded\nANSI color codes even when stdout was a pipe, and NO_COLOR had no effect.\nOne switch now decides color for all codegraph-authored output:\n--no-color > --color > NO_COLOR > FORCE_COLOR > stdout TTY > CI.\n\nPiped init/in\n[…]\ns the animation but drops the color codes.\nThe detection mirrors picocolors' so @clack frames and our own lines\nagree within a run.\n\nFixes #1281\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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"body": "…yte-identical graphs (#1305)\n\n* perf(index): ~34% faster fresh indexing, byte-identical graphs\n\nProfiling a fresh init on a medium TS repo (excalidraw, 657 files) showed\nthe main thread as the critical path: per-row SQLite statement calls,\nrepeated import-resolution walks, and per-row FTS trigger f\n[…]\nnode\nJS<->WASM marshaling is the floor, which a traversal swap cannot remove.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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"body": "…s can't drop sibling call sites (#1269) (#1270)\n\nPost-batch cleanup deleted resolved refs (and parked failed ones) by\n(from_node_id, reference_name, reference_kind) — no line/col. When one\ncaller had several call sites to the same callee and a batch boundary\nsplit them, the first batch's cleanup re\n[…]\n edges, fix keeps 5); nlohmann/json re-index is a strict superset\nof the previous edge set (0 lost, 422 recovered, spot-checked against\nsource).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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"body": "…ging anything (#1243) (#1253)\n\nThe recommended MCP config launches the local binary, so a server left\nrunning drifts behind releases silently — users discover the version gap\nonly when something breaks. Per the reporter's preferred option 1, the\nserver now checks the latest GitHub release in the ba\n[…]\nCK=1\n(broad convention — already set by data-plane deployments) suppresses the\nnetwork call and the notice entirely. Documented in TELEMETRY.md.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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"headline": "fix(explore): stop NL-question words from hijacking the named-symbol …",
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{
"key": "openssf_scorecard_maintained",
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"points": 10,
"status": "met",
"details": [],
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]
},
{
"key": "release_discipline",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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],
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{
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{
"code": "release_recency",
"params": {
"days": 10
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}
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{
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{
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]
},
{
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"inputs": {
"cap": null,
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"days": 0
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}
],
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]
}
],
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},
{
"key": "community",
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"value": 80,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
"value": 97,
"inputs": {
"forks": 3843,
"stars": 61400,
"watchers": 135,
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"growth_factor_pct": 100,
"growth_unverified_reason": "window_too_short"
},
"components": [
{
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"name": "Stars",
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"points": 60,
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"code": "stars",
"params": {
"count": 61400
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "3,843 forks",
"points": 25,
"status": "met",
"details": [
{
"code": "forks",
"params": {
"count": 3843
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
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"points": 11.8,
"status": "partial",
"details": [
{
"code": "watchers",
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"count": 135
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
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"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
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"code": "license_standard",
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},
{
"code": "license_spdx",
"params": {
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}
],
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},
{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
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"points": 0,
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},
{
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{
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{
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"notes": [
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"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 93,
"inputs": {
"packages": [
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"site"
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"dependents": null,
"ecosystems": "npm",
"total_downloads": null,
"monthly_downloads": 382246
},
"components": [
{
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"detail": "382,246 downloads/month across npm",
"points": 74.4,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 382246,
"ecosystems": "npm"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
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"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
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}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 61,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 28,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 38,
"top_contributor_share": 0.911
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
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}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 91% of commits",
"points": 2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 91
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "38 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
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"count": 38
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 67,
"inputs": {
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"open_issues": 96,
"closed_issues": 446,
"issue_closed_ratio": 0.823,
"closed_unmerged_prs": 155
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
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"points": 38.5,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 82
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "439/594 decided PRs merged",
"points": 28.3,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 439,
"decided": 594
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
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"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 64,
"inputs": {
"followers": 456,
"owner_type": "User",
"is_verified": null,
"owner_login": "colbymchenry",
"public_repos": 24,
"account_age_days": 3751
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "456 followers of colbymchenry",
"points": 19.1,
"status": "partial",
"details": [
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"code": "owner_followers",
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"login": "colbymchenry"
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}
],
"max_points": 25
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{
"key": "track_record",
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"points": 22.2,
"status": "partial",
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"code": "public_repos",
"params": {
"count": 24
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},
{
"code": "account_age_years",
"params": {
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}
],
"max_points": 25
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
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"inputs": {
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"any_deprecated": false,
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"components": [
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"detail": "2 package(s) on npm",
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"code": "packages_published",
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}
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{
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"detail": "latest publish 10 days ago",
"points": 35,
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"code": "publish_recency",
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{
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"detail": "237 published versions",
"points": 20,
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"details": [
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}
],
"max_points": 20
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{
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"detail": "active, not deprecated or yanked",
"points": 20,
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"details": [
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],
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]
}
],
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{
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"name": "Engineering Quality",
"value": 65,
"weight": 0.2,
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"note": null,
"notes": [],
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"has_precommit_config": false
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"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
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"details": [
{
"code": "ci_workflows",
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}
],
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{
"key": "tests_present",
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"points": 24,
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{
"key": "linter_config",
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"points": 0,
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{
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "editorconfig",
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{
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]
},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 90,
"inputs": {
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"has_docs_dir": true,
"has_description": true
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"components": [
{
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"detail": null,
"points": 30,
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{
"key": "documentation_directory",
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"detail": null,
"points": 25,
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"details": [],
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{
"key": "documentation_homepage_site",
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"details": [],
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{
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"detail": null,
"points": 10,
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{
"key": "topics",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
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]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
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"band": "at_risk",
"name": "Security",
"value": 41,
"weight": 0.16,
"metrics": [
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"key": "security_posture",
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"name": "Security posture",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 26,
"inputs": {
"source": "openssf_scorecard",
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"scorecard_version": "v5.5.0",
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
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},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "0 out of 30 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 2",
"points": 1,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "25 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:@colbymchenry/codegraph@1.4.1 runtime dependency closure — what installing the published package pulls in — 6 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "npm:@colbymchenry/codegraph@1.4.1",
"assessed": 6
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 6,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
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{
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{
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}
],
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}
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},
{
"key": "malicious_dependencies",
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"red_flag": false,
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"malicious_packages": 0,
"direct_malicious_packages": 0,
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"installable_malicious_packages": 0
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"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
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"params": {}
}
],
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"Iran",
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"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
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"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
{
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"notes": [],
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
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"points": 40,
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"code": "legible_history",
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"sampled": 93
}
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],
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]
},
{
"key": "ai_verify_loop",
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"typed_language": true,
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"has_devcontainer": false,
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"toolchain_manifests": [
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"dependency_bot_commit_share": 0
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],
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},
{
"key": "automated_tests",
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"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
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"status": "missed",
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{
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"code": "file_list",
"params": {
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{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
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],
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{
"key": "openssf_scorecard_pinned_dependencies",
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},
{
"key": "ai_code_legibility",
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{
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{
"key": "ai_interfaces",
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"notes": [],
"value": 20,
"inputs": {
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"has_mcp_signal": true,
"api_schema_files": []
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{
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"status": "met",
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{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch crates package 'codegraph-kernel' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
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"generated_at": "2026-07-21T16:02:16.193433Z",
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"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/colbymchenry/codegraph.svg",
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}
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Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.23.0 — metodología completa · wiki de métricas.
