f4e03e9cdce329f74fec3674a3dc93d39fc8b19f
108
Commits
| Author | SHA1 | Message | Date | |
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  Colby MchenryandGitHub
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7a361ef16e |
docs: document the exclude codegraph.json option (#999) (#1010)
#1009 added `exclude` (keep git-tracked dirs out of the index) but didn't document it. Add an "Excluding a tracked directory" section to the site config page (parallel to includeIgnored) and a brief note + example to the README, covering the committed-theme/SDK case .gitignore can't handle. |
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7c6417ef8f |
fix(mcp): prevent "Transport closed" from a stray daemon-socket error (#974) (#983)
The client-facing MCP proxy could exit with "Transport closed" when its connection to the shared daemon hit a socket 'error' with no listener attached — common on WSL2 /mnt (DrvFs), where AF_UNIX is flaky. The global fatal handler turned that uncaughtException into process.exit(1), which the MCP client saw as a bare transport close even though the index was healthy. proxy.ts now keeps an 'error' listener on the daemon socket for its whole life (and skips a socket destroyed in the connect window), so a stray error degrades to the existing in-process fallback instead of crashing. daemon.ts releases the lockfile it acquired when it fails to bind, so the next launch doesn't spin on a stale lock (the duplicate serve --mcp pileup). No default behavior change for anyone; WSL /mnt users who still hit trouble can set CODEGRAPH_NO_DAEMON=1 to skip the shared daemon entirely. Validated on macOS (unit + live serve probe) and Linux (Docker, --init): 64/64 across the daemon/socket/lifecycle suites, incl. real AF_UNIX. Closes #974 Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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85a8f32fd9 |
fix(mcp): serve tools without a root index + make the front-load hook monorepo-aware (#964) (#966)
The MCP server gated tool availability on whether the server root had a .codegraph/ index, so in a monorepo where only sub-projects are indexed the agent saw zero tools — and couldn't reach an indexed sub-project even by projectPath. A session started before `codegraph init` also never surfaced the tools afterward. The Claude front-load hook had the mirror gap: it only walked UP for an index, so it stayed silent at a monorepo root. MCP server: - Always expose the tool surface; when the root isn't indexed, send a per-project instructions variant (pass projectPath) instead of the "inactive" note. Safety comes from response SHAPE (success-shaped guidance, never isError), not from hiding tools. - Reword the no-default-project guidance to be per-project, not per-session, and sharpen the projectPath schema description. Front-load hook (UserPromptSubmit): - Scan DOWN (bounded depth, workspace-root-gated) for indexed sub-projects and shape the injection by topology: front-load the one the prompt names, nudge about the rest, or list them when ambiguous. Verified: full suite (1703 passed); a live two-package monorepo run confirms the hook front-loads the correct sub-project with no cross-package leakage. The front-load's net speed effect is the existing multi-file-vs-single-file tradeoff, unchanged by this work. Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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d1121e46f0 |
feat(config): map custom file extensions to languages via codegraph.json (#906) (#955)
The extension → language table was hardcoded, so a codebase using a
non-standard extension for a supported language (e.g. `.dota_lua` for Lua)
had those files silently skipped — no way to opt them in short of patching
the source.
Add an opt-in, project-scoped `codegraph.json` at the repo root:
{ "extensions": { ".dota_lua": "lua", ".tpl": "php" } }
Mappings merge on top of the built-in defaults and take precedence (so a
built-in can be re-pointed, e.g. `.h` → `cpp`). Absent or malformed config
is the zero-config default — byte-identical to prior behavior; an invalid
target language or unparseable file is warned-and-skipped, never fatal.
Implementation:
- New `src/project-config.ts` — `loadExtensionOverrides(rootDir)`, validated
against `isLanguageSupported`, mtime-cached per root.
- `detectLanguage` / `isSourceFile` gain an optional `overrides` arg
(omitting it is the existing behavior).
- Overrides threaded per-operation through every extraction call site
(scan/walk gates, git change-detection, grammar selection, extraction,
the file watcher), resolved from the project root — no process-global
state, so the multi-project daemon stays isolated. The parse worker
receives the resolved language in its message.
Tests: 13 new cases (unit, loader validation/normalization/caching, and a
full-index integration proving a custom-extension file is extracted while
the zero-config path indexes nothing). Worker path smoke-tested via the
built CLI.
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Colby MchenryandGitHub
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149b4e11c7 |
Enhance README with CodeGraph benefits and image
Added an image and a note on cost savings for CodeGraph. |
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Colby McHenry
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2f3188eb49 |
docs: reframe value prop around precision/speed, update Node floor to 20, and expand language/framework coverage
- Benchmark table reordered to lead with tool calls, time, and file reads (the universal wins); cost and tokens moved right with a note that savings are scale-dependent, not a headline claim - README/introduction/quickstart/installation messaging updated to "surgical context · fewer tool calls · faster answers" framing, dropping the "16% cheaper" headline - Node engine floor raised from 18 to 20 in CLAUDE.md, package.json description updated - `codegraph init` now creates and indexes in one step; the `-i` flag is retired (still accepted as a no-op) - CLI reference expanded with new commands: `explore`, `node`, `unlock`, `daemon`, `telemetry`, `upgrade`, `version`, `help` - MCP server docs clarified: single `codegraph_explore` tool exposed by default, others unlisted but re-enableable via `CODEGRAPH_MCP_TOOLS` - Language support adds Objective-C, Astro, and R; framework routes adds Play, Vue Router/Nuxt, and Astro - API reference documents lower-level exports and embedding requirements (Node 22.5+ for `node:sqlite`) - Troubleshooting adds WSL/Windows dual-checkout guidance - How-it-works updated: SQLite backend is now Node's built-in `node:sqlite` in WAL mode, not better-sqlite3/WASM |
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Colby McHenryandClaude Opus 4.8
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bd4814d8c1 |
feat(installer): stop auto-indexing on install + ship opt-in front-load prompt hook
`codegraph install` no longer indexes the current directory — it wires up agents only, and building a project's graph is always the explicit `codegraph init` / `index`. Removes the global-vs-local inconsistency (a local install silently indexed, a global one didn't) and the docs/behavior mismatch (#826). README updated to match; the stale `init --index` note (indexing is default now) fixed. Adds an opt-in Claude Code front-load hook: a `UserPromptSubmit` hook that runs the new hidden `codegraph prompt-hook`, which injects codegraph_explore context for structural ("how / where / trace / impact") prompts so the agent answers from the graph instead of grepping to rebuild it. Prompted at install (default-yes; Claude-only — the only agent with prompt hooks), removed on uninstall, and `codegraph upgrade` self-heals it onto an already-configured global Claude install. Strictly additive + degradable: non-structural prompts, un-indexed projects, and any failure are silent no-ops. Disable without uninstalling via CODEGRAPH_NO_PROMPT_HOOK=1. 7 new installer-targets contract tests (write / idempotent / opt-out round-trip / sibling-preserved / uninstall / legacy-independent). Full suite green. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenry
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e5897d0334 |
feat: remove reasoning offload / CodeGraph AI managed reasoning feature
Strips the bring-your-own-model reasoning offload and managed CodeGraph AI integration (login/logout/usage commands, offload config/credentials/reasoner modules, and the synthesizeOffload call in codegraph_explore). The eval findings showed raw source output outperformed the synthesized path on accuracy, so codegraph_explore reverts to returning verbatim retrieved source exclusively. CHANGELOG and README sections for reasoning offload are removed; test comments and DEFAULT_MCP_TOOLS description are updated to drop offload references. |
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Colby McHenry
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f82a662ddb | feat(mcp): pare default tool surface to codegraph_explore alone + redux-thunk synthesizer | ||
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Colby McHenryandClaude Opus 4.8
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db4c9f3641 |
feat(offload): reasoning offload for codegraph_explore (bring-your-own endpoint)
codegraph_explore can now hand the source it retrieved to a reasoning model you point at — any OpenAI-compatible endpoint (Cerebras, OpenAI, a local vLLM/Ollama) with your own key — and return that model's tight, cited answer instead of the raw source dump. The agent's main context gets the answer in far fewer tokens, at the cost of one network round-trip. Off by default. Configure with `codegraph offload set-endpoint <url> --model <m> --key-env <ENV>` (or the CODEGRAPH_OFFLOAD_* env vars); status/disable manage it. The API key is never written to disk — the config stores the NAME of an env var and the key is read from it at call time. Strictly degradable: any failure (no endpoint, network, timeout, empty answer) returns null and the call falls back to the local source, so the offload can never surface an error to the agent. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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64ff7597d0 |
fix(cli): stop serve --mcp from confusing humans — hide it + explain on a TTY (#867)
`codegraph serve --mcp` is the stdio MCP server an AI agent launches for itself
(the installer wires it into every agent's MCP config), not a command a human
runs. Run by hand in a terminal it just hung waiting for JSON-RPC, looking
broken.
- Hide `serve` from `--help` (commander `{ hidden: true }`); it stays fully
invocable, so agents are unaffected.
- When stdin is an interactive TTY (a person — never the agent's pipe or the
detached daemon), print what it is and point to `codegraph status` /
`codegraph daemon`, then exit instead of hanging.
- README: drop `serve --mcp` from the CLI Reference and stop the troubleshooting
section from telling users to run it; keep the accurate "your agent launches
it" note.
Verified: agent path intact (22 MCP handshake/daemon tests pass), `serve` absent
from --help, and the TTY path prints the message and exits cleanly.
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
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fb974552b0 |
docs(readme): point existing users to codegraph upgrade under the 1.0 banner (#866)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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070ce4da2b |
feat(cli): codegraph version command + complete CLI Reference (#864)
* feat(cli): codegraph version command + complete CLI Reference Add a `codegraph version` subcommand plus the `-v` and `-version` spellings (commander already wires up `--version`/`-V`), so the version is easy to reach however a user guesses at it. The `-v`/`-version` forms are intercepted before commander parses — its version short flag is the capital `-V`, and its parser rejects a multi-character single-dash flag. A trailing `-v` on a subcommand still means `--verbose`. Document the previously-missing commands in the README CLI Reference: `daemon`/`daemons`, `unlock`, `telemetry`, `version`, and `help`. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * docs(changelog): reference #864 on the version-command entry Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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06e03758af |
docs(readme): collapse the npm-install alternative into a details section (#844)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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13027b0730 |
docs(readme): auto-sync becomes quick-start step 4 heading (#843)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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eed0b5ae20 |
docs(readme): init indexes by default (drop -i) + bold auto-sync guarantee (#842)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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b9eff08c77 |
chore(release): 1.0.0 — README banner + X account (#840)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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06a410e9b4 |
feat(extraction): R language support (#828) (#839)
R has no declaration syntax — everything is an expression — so the extractor works through the visitNode hook: functions in every assignment form (incl. nested, attributed to their enclosing scope), top-level variables/constants, library()/require() imports and source() file references (claimed, Lua-style), S4/RefClass/R6/ggproto classes with their methods and extends edges, setGeneric/setMethod. Grammar vendored from r-lib/tree-sitter-r v1.2.0 (ABI 14; npm package is a security placeholder, tree-sitter-wasms has no R). Benchmarked on AnomalyDetection (8/8 named defs), dplyr (1027 fns), ggplot2 (150 ggproto classes / 597 methods / 128 extends edges — adding ggproto mid-bench flipped the large-repo A/B from a regression to 2.4x faster than the no-codegraph arm). Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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848fde9f59 |
feat(telemetry): anonymous usage telemetry — documented schema, opt-out, public ingest worker (#834)
Adds anonymous usage statistics (commands/tools used, languages indexed, connecting agents) with a strict, auditable allowlist. Never code, paths, file/symbol names, queries, or IPs. - src/telemetry/: zero-dep client — consent resolution (DO_NOT_TRACK > CODEGRAPH_TELEMETRY > stored choice > default-on), random machine UUID, in-memory counters → capped JSONL buffer → completed-day rollups; sync exit-append (survives process.exit) + opportunistic bounded sends; the first-run notice gates the first SEND, never local buffering, so the installer's consent toggle always precedes it. Off is off: no recording, no socket, buffered data deleted. - codegraph telemetry status|on|off; per-command counting via preAction hook. - MCP: tool counting after the reply is on the wire (session + proxy in-process fallback), agent attribution from initialize clientInfo, unref'd daemon flush interval. Zero hot-path cost, zero stdout. - Installer: visible default-on consent toggle (asked once, never re-asked), install/index/uninstall lifecycle events. - telemetry-worker/: public Cloudflare Worker behind telemetry.getcodegraph.com — allowlist validation, IP stripping, per-machine rate limit, forwards to PostHog as anonymous events. Ships nowhere with the npm package. - TELEMETRY.md (field-by-field contract) + README section + design doc. - 20 unit tests; suite-wide CODEGRAPH_TELEMETRY=0 guard so tests never pollute real telemetry. Full suite: 1448 passing. Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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7ef2ea9c11 |
docs(readme): MCP Tools table reflects the 4-tool default surface (#818) (#823)
The table still listed all 8 tools; it now shows the default four (explore/node/search/callers, with node's Read-parity file mode), the CODEGRAPH_MCP_TOOLS re-enable path + CLI equivalents for the unlisted four, and the inactive-when-unindexed behavior (#817). Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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8170d181f2 |
feat(cli+installer): codegraph explore/node CLI + instructions-file block — subagent & non-MCP reach (#704) (#819)
Task-tool subagents never see the MCP initialize instructions and hold the MCP tools only as deferred names they rarely think to load — so delegated work bypassed codegraph almost entirely (measured ~1 of 9 forced-delegation runs touched it; the rest did 30-50 grep/read calls). Two additions close the gap: - CLI: `codegraph explore` and `codegraph node` call the same ToolHandler as the MCP tools and print identical output — the graph for any agent with a shell (subagents, Gemini CLI, raw Codex, humans). - Installer: each agent target (claude/codex/gemini/opencode) writes a short marker-fenced CodeGraph section into its instructions file — the one channel subagents DO receive — naming both surfaces. Upsert self-heals the stale pre-#529 long block; uninstall strips it; re-runs are byte-equal unchanged. (#529's duplication argument bounded the size: four lines, commands only.) A/B (excalidraw, sonnet/high, forced Explore-agent delegation): without the block, subagent codegraph usage ~1/9 runs; with it, 4/4 — subagents ToolSearch-load the MCP tools and run explore 5-7x, best runs with ZERO Read/grep (80-95s vs 150-197s baseline). The block's mechanism: the parent relays the note into the task prompt, making the deferred tool names salient. Contract tests updated to the new expectations (write + self-heal replace the #529 strip-only behavior); README install/guidance sections refreshed (they also still described the pre-#817/#818 tool surface). Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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823ffd1c3d |
feat(extraction+resolution): Astro support — frontmatter/template extraction + src/pages routes (#768) (#815)
.astro files were not indexed at all, leaving a typical Astro site mostly
invisible to search/impact/explore. New AstroExtractor (Svelte/Vue SFC
pattern): component node per file, TS frontmatter + <script> blocks
delegated to the TypeScript extractor, template {fn(...)} calls (incl. the
multiline `{posts.map((post) => (` opening line), PascalCase component-tag
references. New astroResolver: Astro global + astro:* virtual modules as
framework-provided, component resolution with the #764 ambiguity rule,
src/pages/ file-based routes ([param]→:param, [...rest]→*rest, _-prefixed
and *.config.* excluded). SFC languages now preload the TS/JS grammars
their extractors delegate to (a pure-SFC file set previously had none
loaded). Also fixes a pre-existing Svelte/Vue script-block off-by-one that
reported every script symbol one line low.
Validated per the playbook: stalux (the issue's repro) 54/54 .astro files
indexed, getIconNode found at its exact line, 14/14 routes, 93.0% fair
cross-file coverage; AstroPaper 27/27 components, 13/13 routes (underscore
dirs correctly excluded), explore connects page→Card→Datetime through the
jsx-render synthesizer; node/edge counts stable across re-syncs.
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
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c39b4b938e |
docs(readme): fill framework-coverage gaps — add Play, Vue/Nuxt, Scala (#798)
The framework story was missing several supported frameworks: - Play (Scala/Java) — absent from both the Framework-aware Routes table and the routing-coverage line. Measured 76.3% (106/139 routes resolved to a handler) across the 31 verb-route apps in playframework/play-samples; every miss is Play's framework-provided `Assets` controller (vendored library code, not app source). Slots into the convention-ceiling bucket. - Vue Router / Nuxt — recognized (file-based pages/, server/api/, middleware) but missing from the routes table. - Scala + Vue — missing from the "20+ Languages" highlight. File-based routers (SvelteKit, Vue/Nuxt) have no separate handler edge — the page IS the handler — so their coverage is the fair-coverage language figure (Svelte/SvelteKit 100%, Vue/Nuxt 93.5%), now cited explicitly. Existing framework numbers left untouched (they were measured ad-hoc; a fresh re-measure would shift them and isn't part of this gap-fill). Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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b7b7c8b4e8 |
docs(readme): update Pascal/Delphi coverage 75.7% → 77.4% (#797)
The paren-less call extraction (#793) and free-routine attribution (#795)
added real call coverage on PascalCoin. Controlled A/B on a fresh clone,
same source-file filter, only the build differing:
baseline (pre-Pascal-work,
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a56d9e6941 |
feat(directory): CODEGRAPH_DIR env var to override the index dir name (#636) (#741)
Two environments that share one working tree — most concretely Windows and WSL — can't safely share a single `.codegraph/`: the daemon lockfile records a platform-specific pid + socket (named pipe vs Unix socket), and SQLite locking across the WSL2/Windows filesystem boundary is unreliable, so two daemons over one index risks corruption. Add a `CODEGRAPH_DIR` env var (default `.codegraph`) that overrides the per-project data directory name, so each environment keeps its own index in the same tree (e.g. `CODEGRAPH_DIR=.codegraph-win` on Windows). The name is resolved live and validated (rejects separators / `..` / absolute, falling back to the default with a one-time stderr warning). Indexing and file-watching now skip ANY `.codegraph-*` sibling so neither side trips over the other's data. Routes the previously-hardcoded `.codegraph` literals (db path, lockfile, error log, watcher ignore, file-scan skip, installer) through the resolver. No extraction-version bump — index content is unchanged. Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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4e5cf2de56 |
feat(cli): add codegraph upgrade self-update + stale-index re-index hint (#710)
`codegraph upgrade [version]` detects how the CLI was installed — the standalone install.sh/install.ps1 bundle, npm-global, npx, or a source checkout — and updates in place: re-running the canonical install.sh on macOS/Linux, an in-place rename-and-extract swap on Windows (a running node.exe can't be deleted, only renamed, so the detached-helper approach is avoided), and npm/npx/source-specific guidance otherwise. Flags: `--check` (report only), `--force`, and a positional version to pin. Each full index is now stamped with the engine's EXTRACTION_VERSION in project_metadata; `codegraph status` (and `--json`) flags an index built by an older engine and recommends re-indexing, and `upgrade` prints the same reminder. Gated on EXTRACTION_VERSION so it never nags on extraction-neutral releases. Validated end-to-end on macOS (real bundle upgrade), Linux (Docker, real curl|sh) and Windows (Parallels VM, real in-place swap). 32 new unit tests. Closes #679 Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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07af3db6c7 |
feat(impact): cross-language blast-radius coverage (22 languages + 14 frameworks) (#708)
Completes the cross-file dependency graph behind impact / affected / explore across all 22 supported languages and 14 web frameworks, validated on real-world repos (measured fair-coverage table added to the README). Per-language resolution + framework resolvers/synthesizers (Lua/Luau require, Shopify OS 2.0 Liquid sections, Delphi forms, Rust cross-module + Rocket macros, Swift Fluent, SvelteKit/Nuxt loader/component conventions, RN/Expo bridges). 0 cross-family false edges, full suite green (1187 passed). See #708. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenryandClaude Opus 4.8
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bfa84d32b8 |
docs(readme): drop "!" from waitlist button, version-tag README images
- Regenerate assets/waitlist.svg as "Join the waitlist" (no exclamation), same cream/8px/padding styling. - Add ?v=2 cache-buster to the README image URL so the new button shows immediately instead of waiting on GitHub's image cache. - CLAUDE.md house rule: version-tag every README image and bump ?v=N in the same commit whenever the asset changes. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenry
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2a7b34d5a3 |
docs(assets): redesign waitlist SVG button with outlined Archivo typeface and brand palette
Replaces the plain oxblood-filled rectangle + system-font text SVG with a polished button that matches the getcodegraph.com design language: - Cream (#f7f6f2) rounded-rect background with a soft hairline border, 8px radius, 52px height - Logo mark (graph triangle, mirrors favicon.svg) in ink/oxblood at left - Hairline divider separating mark from label - "Join the waitlist!" label rendered as vector outlines (Archivo Bold 760, 17.5px) so the brand typeface renders correctly on GitHub, which blocks @font-face in statically-served SVGs - Oxblood arrow at right Adds assets/generate-waitlist.py (requires fonttools + brotli) so the SVG can be regenerated from the landing-page's Archivo variable font. Updates the README img height from 44→52 to match the new geometry. |
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Colby McHenryandClaude Opus 4.8
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c95ead5c4e |
docs(readme): add getcodegraph.com waitlist banner
Advertise the upcoming hosted CodeGraph platform at the top of the README with a "Join the waitlist" CTA (early beta access) linking to getcodegraph.com, plus the button SVG asset. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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ddb1a8f72d |
fix: issue-triage quick wins (extraction, MCP probes, gitignore, CJK, impact) (#654)
Batch of small, localized fixes from an open-issue triage: - .codegraph/.gitignore now ignores everything but itself, so the database, daemon.pid, sockets, and logs stop showing up in git status (#492, #484) - MCP server answers resources/list and prompts/list with empty lists instead of -32601, clearing scary log lines in opencode/Codex (#621) - index SAP HANA .xsjs/.xsjslib as JavaScript (#556) and TS .mts/.cts (#366) - visit anonymous AMD/CommonJS/IIFE wrapper bodies so their inner functions and calls are indexed instead of coming up empty (#528) - batch the changed-file lookup so a huge first sync no longer hits "too many SQL variables" (#540) - list files with `git ls-files -z` so non-ASCII/CJK paths survive core.quotepath and are no longer silently skipped (#541) - attach Go methods on generic receivers (*T[P]) to their type (#583, RC1) - impact no longer climbs the structural `contains` edge, so a leaf symbol stops dragging in its sibling methods (#536) - README: explicit `codegraph install` step, run in a new shell (#631) Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby MchenryandGitHub
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68eaf0dbd8 |
feat(mcp): codegraph_explore as the sole primary tool + store coverage + overload disambiguation (#647)
## Summary
Completes the explore-overhaul arc: `codegraph_explore` becomes the single primary tool an agent reaches for, and its coverage + output shape are tuned so flow/architecture questions resolve with near-zero Read/Grep.
### What changed
- **explore is the sole primary tool** — removed `codegraph_context` (the fuzzy-input Read-trigger) and `codegraph_trace` (under-picked by agents); explore already surfaces the call flow among the symbols you name. A plain natural-language question now works as the query.
- **Store/handler coverage** — functions defined inside object literals (Zustand `create((set, get) => ({ … }))`, Redux/Pinia/MobX, exported handler/route maps) are indexed as real symbols, including calls through `useStore.getState().fn()` and destructured `const { fn } = useStore.getState()`. A general AST rule, not a per-lib hack.
- **Overload disambiguation** — explore leads with the *right* definition when a method name is overloaded across types (a PascalCase type token in the query biases to that type's own def); `codegraph_node` returns *every* overload's body in one call, with an optional `file`/`line` selector to pin one.
- **Method-atomic render** — explore never returns half a method; at the size budget it drops whole methods/files (and lists what it dropped) instead of truncating a body mid-method.
- **Native-read-shaped output** — per-call output is capped to ~24K with a 25K hard ceiling and concentrated into ~150–250-line flow windows, mirroring how the agent natively reads; repo size scales the *call* budget, not the per-call size (a larger response just gets externalized to a file the host Reads back).
- **Blast radius** folded into explore (dependents + covering tests, locations only).
### Benchmark (refreshed on this build)
Re-validated the 7-repo A/B on 2026-06-02 (Opus 4.8, effort=high, median of 4). WITH arm re-measured on this build, WITHOUT reused:
**~16% cheaper · 47% fewer tokens · 22% faster · 58% fewer tool calls** — 0 file reads on 6 of 7 repos (Gin ~1).
The arc trades larger, cache-heavy explore responses for guaranteed near-zero reads, so cost/token margins soften vs the prior build (Excalidraw and Tokio land at cost break-even) while time and tool-calls stay clear wins everywhere — consistent with the project's stated optimization target (latency + tool-calls, not token cost).
### Validation
- Full suite green: **1112 passed, 2 skipped**.
- 28/28 plain WITH runs across the 7 README repos completed clean; reads median 0 on 6/7.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
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89d4d37a29 |
feat(npm): restore programmatic/embedded SDK API (#354) (#603)
The 0.9.x thin-installer turned @colbymchenry/codegraph into a bin-only
shim: require("@colbymchenry/codegraph") threw MODULE_NOT_FOUND and no
types shipped, breaking embedded library consumers (e.g. Electron apps)
upgrading from 0.8.0.
Restore programmatic use without re-bloating the thin shim or duplicating
the ~49 MB of grammars the per-platform bundle already carries:
- main -> npm-sdk.js re-exports the installed per-platform bundle's compiled
library (lib/dist/index.js) at runtime, reusing that bundle's own deps; it
falls back to a self-healed cache bundle, else throws an actionable error.
- types -> ship the .d.ts tree only (~590 KB) in the main package, built from
the same release so it can never skew from the runtime it re-exports.
- exports map resolves the `types` condition (nodenext) and the default entry.
- DatabaseConnection + QueryBuilder are now top-level exports, so embedded
callers get the building blocks from the package entry instead of deep
dist/ imports (which the shim no longer ships).
The CLI/MCP `bin` keeps execing the bundled Node; only library consumers run
on their own runtime, which must be Node 22.5+ for the built-in node:sqlite.
Validated end-to-end: built a real darwin-arm64 bundle, packed the npm
packages, installed them into a throwaway consumer, and confirmed require()
plus a full init/indexAll/searchNodes round-trip and the low-level
DatabaseConnection/QueryBuilder path all work on the host Node; types resolve
under both nodenext and classic node resolution; and the CLI shim still
launches. New hermetic tests cover npm-sdk resolution, cache fallback, and the
missing-bundle error.
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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b026e64b41 |
feat(mcp): per-symbol adaptive codegraph_explore sizing (#569)
Sizes codegraph_explore to the answer, not the file count: shows the mechanism + the exact methods you named in full (even buried in a large file) while collapsing redundant interchangeable implementations to signatures. Adds uniqueness-aware spare, per-symbol focused rendering of family files, all-tier test-file exclusion, and named-method cluster survival in non-sibling god-files. Validated A/B (Opus 4.8, 7-repo sweep): avg 25%% cheaper / 57%% fewer tokens / 23%% faster / 62%% fewer tool calls. Django 9->23%% cheaper (0 reads), OkHttp 4->11%% cheaper; gains across small/medium/large, inert repos unchanged. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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f1b14f021b |
feat(mcp): adaptive codegraph_explore sizing — skeletonize redundant polymorphic siblings (#564)
codegraph_explore now skeletonizes off-spine, redundant members of a polymorphic family (OkHttp's interceptor chain, Django's SQLCompiler family) to signatures instead of shipping every full body, while keeping the dispatch mechanism, the orchestrator/base, and any method the agent named in full. Sizes the response to the answer rather than the budget cap, so interface-heavy flows stop costing more than plain grep/read. Default on; CODEGRAPH_ADAPTIVE_EXPLORE=0 disables. Gate: off-spine + >=3-impl sibling + not-spared, where spared = the agent named a callable in the file UNLESS the file defines the family's supertype (a huge base+subclasses file is Read-anyway, so skeletonizing frees explore budget). Validated headless A/B (Opus 4.8): both former README cost outliers flipped — OkHttp and Django went from costlier-than-native to cheaper; full 7-repo average 22%% cheaper / 47%% fewer tokens / 20%% faster / 50%% fewer tool calls, every repo cost-positive, inert repos unchanged. 7-case regression test. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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f58de8a391 |
feat(resolution): gin middleware-chain synthesizer + Opus 4.8 benchmark refresh (#547)
* fix(agent-eval): detect idle by content-stability, not spinner absence Opus 4.8's extended-thinking TUI shows no spinner / interrupt hint / timer while it streams its final answer — those appear only during the thinking and tool-use phases. The old detector treated ~5s of not-busy + prompt-present as done, so it killed interactive runs mid-answer, silently truncating both arms of the tmux A/B (low tool counts; the final assistant message left as a mid-investigation preamble). Now a run is done only when the captured pane stops changing for ~8s; while streaming, the pane changes every poll so stability never accrues. BUSY_RE stays as the immediate busy-reset for the thinking/tool/live-timer phase. Content-stability is model-agnostic — it survives future spinner re-wordings. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * docs(readme): refresh VS Code benchmark on v0.9.7 + Opus 4.8 Re-ran the VS Code A/B (headless median-of-4) on the current build and model. Cost savings held at 26% ($0.66->$0.89), but token/time/tool-call savings narrowed (78->63%, 52->20%, 85->69%) because Opus 4.8's without-CodeGraph arm explores far more efficiently than 4.7's did (16 tool calls vs 55, no Explore-subagent fan-out); the WITH arm is unchanged at 5 calls / 0 reads. Recomputed the average row and noted that the VS Code row is now a different model/version epoch than the other six. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat(resolution): synthesize gin middleware-chain edges (Next -> registered handlers) Gin runs its entire handler chain through one dynamic line in (*Context).Next -- c.handlers[c.index](c), a slice-index dispatch tree-sitter can't resolve. So callees(Next) dead-ended at the len() helper and the flow ServeHTTP -> handleHTTPRequest -> Next stopped at the exact symbol a 'how does the middleware chain work' question is about, sending the agent to re-query and Read/grep (a measured gin WITH-arm rabbit-hole: 2/4 headless runs spiraled to ~5min, one mis-firing the opt-in Workflow orchestration tool). Find the chain dispatcher (a Go method invoking a handlers slice by index) and link it -> every HandlerFunc registered via .Use/.GET/.../.Handle, so callees(Next) and trace(ServeHTTP, handler) connect end-to-end. Gated on the dispatcher existing (inert on non-gin Go repos), named handlers only (inline closures skipped), capped; provenance heuristic / synthesizedBy gin-middleware-chain, registeredAt = the registration site. Validated: gin callees(Next) now surfaces Logger/Recovery/ErrorLogger + handlers (node count stable at 2,544; 5 precise edges); agent A/B (headless median-of-4, Opus 4.8) flipped gin from -58% cost / -129% time to +7% cost / +35% tokens / +8% time / 38% tool calls, all 4 WITH runs clean (0 Read/Grep/Bash). 167/167 unit tests pass incl. the new gin-middleware-chain test. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * docs(readme): publish uniform Opus 4.8 benchmark + per-repo breakdown accordion Refresh all 7 benchmark rows to the v0.9.7 / Opus 4.8 headless median-of-4 (was a mix of the 4.8 VS Code row + six 4.7 rows). New average 18% cheaper / 51% fewer tokens / 16% faster / 57% fewer tool calls; headline + methodology note updated 4.7->4.8. The gap is smaller than the prior 4.7 numbers because Opus 4.8's native grep/read is more efficient (the without-arm no longer fans out into large Explore-subagent sweeps) -- not a codegraph regression; CodeGraph still cuts tool calls and tokens on all 7 repos, with cost marginal/negative only on django + okhttp. Adds a top-level 'Per-repo breakdown' accordion (per-metric Time/Reads/Grep-Bash/Tool calls/Tokens/Cost, WITH vs WITHOUT, per repo) directly below the condensed summary; methodology/queries/why-wins move to a second accordion. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * docs(changelog): note Gin middleware-chain synthesizer under [Unreleased] Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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5fbb9f6787 |
docs(readme): clarify what init -i does vs plain init (#483) (#545)
A user asked what the `-i` flag does and why it isn't the default. Add a short note under the Initialize Projects quickstart: plain `init` only scaffolds the `.codegraph/` dir, `-i`/`--index` also runs the first index, and without it you run `codegraph index` afterwards. Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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a9c9e76d8c |
fix(installer): stop duplicating agent instructions; MCP server is the single source of truth (#529) (#538)
The installer wrote a `## CodeGraph` usage block into each agent's
instructions file (CLAUDE.md / AGENTS.md / GEMINI.md / .cursor/rules /
Kiro steering) that duplicated, almost verbatim, the guidance the MCP
server already emits in its `initialize` response — so agents that
surface MCP instructions (Claude Code) read the same playbook twice
every turn.
All 6 instruction-writing targets (claude, cursor, codex, opencode,
gemini, kiro) now stop writing the block. install self-heals by
stripping a block a previous version wrote (uninstall already did), so
the next `codegraph install`/`uninstall` cleans up existing installs;
upgrading the package alone does not (the leftover block is harmless).
server-instructions.ts is now the single source of truth — the two
steers unique to the old template ("trust codegraph, don't re-verify
with grep" and the not-initialized -> `init -i` hint) are ported there.
Removes the now-dead INSTRUCTIONS_TEMPLATE / CLAUDE_MD_TEMPLATE,
claude-md-template.ts, writeClaudeMd / hasClaudeMdSection, and the
Cursor-only wireProjectSurfaces bootstrap. The install log learned a
"Removed" verb. Tests rewritten to the new contract + self-heal
coverage (140/140 installer tests pass).
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Colby McHenry
|
2f93af5d89 | Update README.md badge labels to remove "CLI" and "IDE" suffixes | ||
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Colby MchenryandGitHub
|
a3763e237f | Update project description in README.md | ||
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Colby MchenryandGitHub
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ee80d38d2b | Update README.md (#476) | ||
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b9dc4a0fa5 |
docs: add Kiro to README + site docs (and fill in Gemini/Antigravity gaps) (#474)
PR #473 added the Kiro installer target but missed updating the README and site documentation. This sweeps both: - README: hero H3, badges row, installer subtitle, auto-detect list, restart line, Supported Agents bullet list, footer tagline. - site/: integrations.md supported-agents list, installation.md auto-detect + restart lines, quickstart.md installer subtitle, introduction.md tagline, guides/indexing.md auto-sync paragraph, pages/index.astro MCP feature card. The Supported Agents section in README and integrations.md were also already stale from PR #399 — they didn't list Gemini CLI or Antigravity IDE. Fixed those alongside. Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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180ba785ce |
feat(installer): add Gemini CLI + Antigravity IDE targets (#399) (#458)
`codegraph install` now detects and configures two more agents:
- Gemini CLI / Antigravity CLI — `~/.gemini/settings.json` (or
`./.gemini/settings.json`) + `~/.gemini/GEMINI.md` (or project-root
`./GEMINI.md`). Preserves pre-existing top-level settings like
`security.auth` and sibling MCP servers.
- Antigravity IDE — writes to Antigravity's unified MCP config at
`~/.gemini/config/mcp_config.json` (post-migration, detected via
the `.migrated` marker Antigravity drops). Falls back to the
legacy `~/.gemini/antigravity/mcp_config.json` on pre-migration
builds; install migrates a stale legacy entry, uninstall sweeps
both. Antigravity-managed sibling fields (e.g. the `disabled` flag
added when users disable a server through the UI) survive re-install.
Two Antigravity-specific quirks the target handles:
1. Entries with `type: "stdio"` are silently rejected by
Antigravity's MCP scanner; we omit the field for this target.
2. macOS GUI apps launched from Dock/Finder get a stripped PATH
that excludes nvm — a bare `codegraph` command name fails to
spawn even when `which codegraph` works in the user's shell.
The target resolves `codegraph` to its absolute path at install
time on macOS. Linux + Windows are unaffected.
End-to-end validated:
- macOS: real Gemini CLI v0.43 via tmux — `/mcp` shows codegraph with
all 10 tools, `codegraph_status` executes and returns real index
state. Real Antigravity IDE shows codegraph under Customizations
after restart.
- Linux (Docker node:22-bookworm) + Windows (Parallels Win11): 116
installer tests pass; CLI install + uninstall round-trip verified.
Test coverage: the new targets inherit the existing parameterized
contract (idempotent install, sibling preservation, install/uninstall
round-trip). Plus 14 target-specific tests covering migration-marker
detection, legacy→unified entry migration, `disabled` flag
preservation, the `type` field omission, gemini+antigravity
coexistence in the same `~/.gemini/`, and macOS-only path resolution.
Full suite: 972 passing.
Closes #399.
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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7479c5e82b |
docs: explain auto-syncing (no manual sync needed) in site + README (#457)
Originated from issue #438 ("Will newly created files be missing from query results if sync is not manually run?"). Real users are second- guessing whether their agent's freshly-created files are getting indexed. They shouldn't have to test for themselves to find out. ## site/src/content/docs/guides/indexing.md Expanded the existing 2-sentence "Stay fresh automatically" section into the full three-layer explanation: 1. File watcher with debounced auto-sync (default 2000ms, tunable via CODEGRAPH_WATCH_DEBOUNCE_MS, clamp [100ms, 60s]). 2. Per-file staleness banner (#403) — covers the debounce window. Quoted the actual banner format + the verified Claude Code follow-up Read behaviour. 3. Connect-time catch-up (#414) — covers gaps when the MCP server wasn't running. Plus: how to verify state via codegraph_status (### Pending sync:), when manual codegraph sync DOES make sense (watcher disabled / CI scripting), and a link out to the v0.9.5 release notes. ## README.md Added a <details><summary> collapsible right under the Key Features table — primed by the existing 'Always Fresh' row in that table. Condensed to ~10 lines covering the same three layers + a code-block flow diagram + the verify command, with a deep link to the full guide. GitHub renders <details> blocks natively, so the section is collapsed by default and doesn't make the README scroll-length grow visibly. Heading kept as 'Stay fresh automatically' (single-word slug) so the README's deep-link anchor is predictable; the longer tagline lives on its own line below. 940/942 tests still pass; no code changes. Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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Colby MchenryandGitHub
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4d1a2b3c4d |
feat(resolution): mixed iOS / React Native / Expo cross-language bridging (#430)
Implements the design from `docs/design/mixed-ios-and-react-native-bridging.md`.
Closes the cross-language flow gap so `trace` / `callers` / `callees` / `impact` connect end-to-end across language boundaries in real iOS, React Native, and Expo codebases.
## Bridges shipped
| Boundary | Mechanism | Real-codebase validation |
|---|---|---|
| **Swift ↔ Objective-C** | Resolver applying Apple's @objc auto-bridging name math + Cocoa preposition prefixes | Charts (S, 269) · realm-swift (M, 369) · wikipedia-ios (L, 1734) |
| **React Native legacy bridge** | Resolver parsing `RCT_EXPORT_MODULE` / `RCT_EXPORT_METHOD` / `RCT_REMAP_METHOD` (ObjC) + `@ReactMethod` (Java/Kotlin) | AsyncStorage (S, ~60) · react-native-svg (M, ~700) · react-native-firebase (L, ~1100) |
| **React Native TurboModules** | Resolver treating `Native<X>.ts` spec interface as ground truth | via RNSvg + RNFirebase subsets |
| **Native → JS events** | Synthesizer matching native `sendEventWithName:`/`emit(...)` to JS `addListener('e', handler)` keyed by literal event name; falls back to enclosing constant/variable for wrapper-API parameter handlers | RNGeolocation (S) · RNFirebase (L) |
| **Expo Modules** | Framework extract synthesizes `method` nodes from Swift/Kotlin `Module { Name("X"); Function("y") { ... } }` DSL | expo-haptics (S, 14) · expo-camera (M, 72) · ExpoSweep (L, 332, 7 packages) |
| **Fabric + legacy Paper view components** | Extract `component` + `property` nodes from Codegen `codegenNativeComponent<Props>('Name', ...)` specs AND legacy `RCT_EXPORT_VIEW_PROPERTY` / `@ReactProp` macros, then synthesize component → native class by name+suffix convention | react-native-segmented-control (S, legacy) · react-native-screens (M, Codegen) · react-native-skia (L, hybrid monorepo) |
## Bug fixes surfaced along the way
- `tree-sitter.ts` message_expression — multi-keyword ObjC call sites now reconstruct `a🅱️` selectors so they resolve to multi-part method definitions (gap discovered post-#165; 0 → 84 call edges to `GET:parameters:...` style methods on AFNetworking).
- `src/index.ts` resolver lifecycle — `indexAll()` now re-initializes the resolver after extraction so framework `detect()` sees the populated index. Pre-existing latent bug that affected UIKit and SwiftUI resolvers too.
- `src/extraction/index.ts` `buildDetectionContext` — added `listDirectories` so framework detect() can probe monorepo subpackages uniformly (fix needed for react-native-skia detection).
## Regression check on 5 control repos
| Repo | Result |
|---|---|
| Express (small JS) | ✅ unchanged — 266 routes, express framework detected |
| Excalidraw (medium TS/React) | ✅ 9284 nodes (CLAUDE.md baseline ~9290); canonical `trace(mutateElement, renderStaticScene)` returns the flow |
| Django realworld (Python) | ✅ django framework detected, 16 routes |
| Spring petclinic (Java) | ✅ spring framework detected, 17 routes |
| Texture (pure ObjC, large) | ✅ exactly matches #165 baseline: 4702 methods, 894 classes, 808/808 file coverage, 913 multi-keyword selectors, 55 protocols, 1036 properties |
## Tests
928 passing (+87 net new bridge tests across the 5 channels); 2 pre-existing skips. The mcp-staleness-banner / watcher parallel flakiness is unchanged by this work (different test fails each run, all pass in isolation; pre-existing on main).
## Documentation
- README: new 'Mixed iOS / React Native / Expo bridging' section with the per-boundary table and validation-corpus links.
- CHANGELOG `[Unreleased]`: full entry per bridge with measurements.
- `docs/design/mixed-ios-and-react-native-bridging.md`: the design doc (§8 measurements filled in across §8a-§8g).
- `docs/design/dynamic-dispatch-coverage-playbook.md` §6 coverage matrix: six new rows.
- `.claude/skills/agent-eval/corpus.json`: four new sections covering 15 real GitHub repos for the eval harness.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
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 0x1306a94andGitHub
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61153f96ee |
feat(extraction): add Objective-C language support (#165)
Adds tree-sitter-objc extractor for `.m`/`.mm` files and `.h` files that content-sniff as Objective-C (`@interface`/`@implementation`/`@protocol`/`@synthesize`). Extraction covers: - `@interface` / `@implementation` (deduplicated into a single class node) - `@protocol` (as `protocol` nodes via new `interfaceKind` config) - Methods with full multi-part selectors (`doThing:with:`, not just `doThing`), including `+`/`-` static distinction - `@property` declarations - Inheritance (`extends`) and protocol conformance (`implements`) - C-style `function_definition` and `#import` (both `<system>` and `"local"` forms) - Call edges from both `call_expression` and `message_expression`, with `self`/`super` skipped on qualified callee names Two new generic hooks on `LanguageExtractor` (`resolveName`, `extractPropertyName`) handle the cases where the default name walk doesn't fit; usable by future languages with similar shape. Import resolver tries `.h`, `.m`, `.mm` for `objc` imports. Validated on AFNetworking (84 files, 100% file coverage), RestKit (282 files, 99.6%), and Texture (926 files, 100%, heavy `.mm` content) — multi-keyword selectors preserved up to 7 parts, no parse failures on ObjC++. Known limitations (disclosed in README): - Categories produce duplicate class nodes (one per category file) - Chained/nested message sends record only the innermost method - `[Class alloc]` patterns don't emit `instantiates` edges - `@protocol Foo <Bar>` refinement lists not yet wired to `implements` - Heavy C++ in `.mm` files may parse incompletely under the ObjC grammar |
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2721165604 |
docs: clarify zero-config + built-in default-ignores; drop stale config wording (#418)
Refresh the README and docs-site Configuration pages to (a) state plainly there are no codegraph config files, (b) describe the new built-in default-ignores (#407) and the .gitignore-negation opt-in, and (c) remove the now-inaccurate note that committed vendor/dist dirs are indexed. Also fixes a stray 'excluded by config patterns' phrase in README troubleshooting. Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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7f30c4f5c8 |
docs(readme): link to the website & docs site (#376)
Add a prominent link to https://colbymchenry.github.io/codegraph/ at the top of the README so visitors landing on the repo can reach the site. Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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1f3625a3e9 |
docs(readme): answer directly with codegraph, not via an Explore agent (#367)
Replace the stale "## CodeGraph" example block (NEVER call explore directly / ALWAYS spawn an Explore agent) and the How-It-Works diagram with the validated "answer directly" guidance, and add codegraph_context/trace/explore to the tool table. Interactive A/B (Excalidraw + VS Code, n=3/arm) shows direct codegraph answering beats Explore-agent delegation at every scale: main-session context is ~scale-invariant (~50k), with 0 reads vs 17-26 and ~28% fewer tokens. Record the writeup under docs/benchmarks/answer-directly-vs-explore-agent.md. Docs-only; stays on 0.9.4 (no version bump). Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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025ebc88d6 |
Release 0.9.4: framework-aware routing + dynamic-dispatch coverage + retrieval improvements (#365)
* feat(resolution): close dynamic-dispatch coverage holes (callback synthesis + django ORM)
Static tree-sitter extraction misses calls whose target is computed or indirect,
so flows through callbacks, observers, and descriptors were absent from the graph.
- callback-synthesizer.ts: whole-graph pass after base resolution. Detects
registrar/dispatcher channels (field-backed observers + string-keyed
EventEmitters), correlates registration sites, and synthesizes
dispatcher->callback `calls` edges (provenance:'heuristic'). Records the
registration site (registeredAt) in edge metadata. Precision guards: named
handlers only, registrar-name match, event fan-out cap.
- frameworks/python.ts + resolution/{index,types}.ts: claimsReference hook +
django ORM resolver (_iterable_class -> ModelIterable.__iter__).
- extraction/tree-sitter.ts: extract named nested functions so inline named
handlers become linkable nodes.
trace(mutateElement, triggerRender) and trace(_fetch_all, execute_sql) now
connect; node count stable (no explosion).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(mcp): self-sufficient flow output + fix explore budget regression
- Surface synthesized-edge evidence in trace, the node trail, and context call
paths: a dynamic-dispatch hop now shows "callback via onUpdate @App.tsx:3148"
with the registration site inline (and trace inlines each hop's call-site
source line) -- the exact glue agents previously Read/Grep'd to reconstruct.
- Fix non-monotonic explore output budget: the 500-5000 file tier capped
maxCharsPerFile at 2500, BELOW the <500 tier's 3800, so on god-file projects
(excalidraw's 415 KB App.tsx) one explore returned <1% of the file and forced
a Read. Raised to 6500/file, 28000 total.
- Stop explore from inviting Read: truncation/trim notes said "use Read for
more"; they now steer to another codegraph_explore and treat returned source
as already Read.
Measured on excalidraw: best-case flow answer went from 5 reads / 131s to
0 reads / 73s with ~3-4 codegraph calls.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore(agent-eval): coverage probes, block-read hook, and design docs
Dev-only validation harness for the dynamic-dispatch coverage work:
- probe-{trace,node,context,explore}.mjs: drive MCP tools against a built index
without a full agent run.
- block-read-hook.sh + hook-settings.json: PreToolUse experiment that denies
source Reads to measure codegraph sufficiency (forced Read-0).
- docs/design/: callback-edge-synthesis + dynamic-dispatch-coverage playbook.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): bridge React boundaries — re-render + JSX child synthesis
Closes the two dynamic-dispatch hops that broke "state mutation -> on-screen
render" flows in React apps. Both are call-invisible (React-internal) but the
code between them is fully call-connected, so one synthesized edge each makes the
whole flow trace end-to-end.
- reactRenderEdges: setState(...) re-runs the component's render(). For each
class with a render method, link sibling methods calling this.setState ->
render. The setState gate keeps it to React class components.
- reactJsxChildEdges: a component that returns <Child .../> mounts Child. Link
parent -> each capitalized JSX child, resolved to a component/function/class
node (the resolution gate drops TS generics like Array<Foo>). File-oriented,
capped per parent.
- Surface both in synthEdgeNote (trace + node trail) and context call-paths.
Validated on excalidraw: trace(mutateElement, renderStaticScene) now connects in
6 hops across callback -> react-render -> jsx-child; 1 + 46 + 280 synthesized
edges, node count stable (no explosion). Partial coverage is worse than none:
react-render alone raised agent reads (revealed a hop it then drilled); adding
the jsx hop closed the flow and dropped reads to 0-1.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(claude): retrieval performance contract + coverage validation methodology
Add a "Retrieval performance & dynamic-dispatch coverage" section so future
changes/PRs don't silently regress agent retrieval:
- the explore call+output budget table by repo size, with the monotonic-per-file
invariant (the bug that started this: <5000 tier's 2500 < <500 tier's 3800).
- the "partial coverage is worse than none" principle.
- the required validation methodology (small/medium/large x >=3 prompts per
language x framework; deterministic probes + agent A/B; pass bar).
- the Excalidraw worked example (before/after numbers) as the template to
replicate for every language/framework.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(claude): use full n=4 measured range in Excalidraw worked example
Best run 0 Read/3 cg/76s; typical ~1 Read/~4 cg; occasional over-drill outlier.
Report the range, not a single run — run-to-run variance is large.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(mcp): steer flow questions to codegraph_trace first (tightens variance)
codegraph_trace was absent from every steering intent map — all three guidance
files routed "how does X reach Y" to context+explore, never to the trace tool.
So agents used trace only by chance; when one didn't, it floundered
reconstructing the path with search+callers (an 18-call run vs ~6 for trace-users).
Add codegraph_trace to the intent map + a "flow" common chain (trace from->to
FIRST = the whole path in one call, then ONE explore for bodies) across all three
synced files (server-instructions, instructions-template, .cursor rule).
Validated on excalidraw (hard "to the screen" Q, n=4 before/after):
- call count 3-10 -> 3-4 (over-drill outlier gone)
- duration 64-112s -> 51-74s
- trace adoption 3/4 -> 4/4; search+callers path-reconstruction -> 0
- fully-clean runs (0 Read, 0 Grep) 0/4 -> 2/4; best 3 cg / 0 / 0 / 51s
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Vue SFC template coverage (events + kebab components)
The .vue extractor only parses <script>, so template usage is invisible —
handlers and kebab child components used only in <template> have no edge. Add a
vueTemplateEdges channel (scoped to the <template> block of .vue files):
- event bindings: @click="onClick" / v-on:submit="save" -> handler method/function
(skips inline arrows and $emit; resolves same-file first to avoid cross-app
mis-match in monorepos).
- kebab child components: <el-button> -> ElButton (PascalCase children like
<VPNav/> are already caught by the JSX channel via the SFC component node).
Surface vue-handler in synthEdgeNote (trace/node trail) + context call-paths.
Validated on vue repos (reindex, no node explosion):
- vue-handler edges: vitepress 15, vben 404, element-plus 603 — all precise
(code-login @submit -> handleLogin, register @submit -> handleSubmit, ...).
- callers(handleLogin) now includes the login component (was 0); each monorepo
app's login resolves to its own same-file handler.
- composition: PascalCase + kebab work; element-plus's el-/filename naming
(el-button -> button.vue) is a known library-prefix limitation.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Vue validation in coverage matrix + limits
Vue / Nuxt row → ✅ template events + composition (vitepress S / vben M /
element-plus L); 🔬 reactive→render (vue-core Proxy runtime, deferred).
§7: Vue results + the two real limits — composable-destructure handlers
(@click="closeSidebar" from useSidebarControl, a data-flow frontier) and
prefix-convention kebab (el-button→button.vue). Agent reads dropped in every
size; strongest where handlers are local functions.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): resolve Vue composable-destructure template handlers
@click="closeSidebar" where `const { close: closeSidebar } = useSidebarControl()`
previously didn't resolve — the handler is a destructured composable return, not a
local fn node. Now: parse the SFC's `use*()` destructures into alias→{composable,
key}, and for an unresolved template handler follow alias → composable → the
returned member (`close`) defined in the composable's file. Precise-only: no
fallback to the composable itself (the component already has a static useX() call
edge), so we add an edge only when the specific returned fn is found.
Validated: vitepress Layout @click→close / @open-menu→open (in composables/
sidebar.ts); sidebar-flow agent run dropped 6→0 reads (best case). element-plus's
fallback-only matches correctly drop to 0; node counts stable; direct handlers
(vben handleLogin) unaffected.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): composable-destructure handlers now resolved (Vue)
@click="closeSidebar" → composable returned fn; vitepress sidebar 6→0 reads.
Remaining Vue limits: prefix-convention kebab + reactive→render frontier.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(extraction): extract function-valued properties of exported-const objects
`export const actions = { default: async () => {...} }` (SvelteKit form actions,
and general JS handler/route/reducer maps) left the arrow functions unextracted —
the walker skips object-literal functions (deliberately, to avoid inline-object
noise like `ctx.set({...})`). So an action's body (and its calls) was invisible.
Now: for an EXPORTED const whose initializer is an object literal, extract each
function-valued property (arrow / function expression) as a function named by its
key and walk its body. extractFunction gains a nameOverride so ONLY this explicit
path names pair-arrows — inline-object arrows reached by the general walker still
fall through to the <anonymous> skip, so no noise returns. JS/TS-gated.
Validated: fixtures extract the actions + walk bodies (default→helper, default→
api.post resolve); SvelteKit detection doesn't break it. Blast radius tiny:
excalidraw +1 node, Python (django) +0, Vue repos +0, realworld +11 (the actions).
Known residual: a `$lib`-alias namespace-member call (`api.post`) from an extracted
action node doesn't resolve even though the same alias resolves for `load` — a
deeper resolver interaction, separate from this extraction change. Local/relative
calls from actions connect fine.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Svelte validation (already well-covered) + actions fix
Svelte/SvelteKit row → already strong (template calls/composition/namespace/load);
+ exported-const object-of-functions extraction. Lesson: measure before assuming
a hole — modern Svelte barely uses on:click={fn}; Svelte needed far less than Vue.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): connect Express inline arrow route handlers to their services
The Express resolver created route nodes but linked handlers via a single regex
whose `[^)]+` broke on inline arrows — so `router.post('/x', async (req,res) =>
{...})` (the dominant modern pattern) connected to NOTHING, and the anonymous
handler's body (the actual request→service flow) was lost. The whole inline-handler
API was unreachable: e.g. realworld's `POST /users/login` route → 0 edges.
Now: match the route head, span the full call with a string-aware balanced-paren
scan, and for an inline arrow handler extract its body's calls (string-aware brace
scan) and attribute them to the route node as `calls` edges. A RESERVED denylist
drops res/req/builtin methods (json, next, status, ...) to keep only business calls.
Named-handler routes keep the existing reference behavior.
Validated: realworld POST /users/login → login (auth.service); 19 precise
route→service edges (was 0) — POST /articles→createArticle, .../favorite→
favoriteArticle, etc., no json/next noise. ghost +65 inline-handler edges. No node
explosion (ghost 40767, parse 3394 unchanged). Framework-scoped: zero blast radius
off Express.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Express validation (inline-handler fix)
Express/Koa row → resolver already handled named handlers; the real hole was
inline arrow route handlers (router.post('/x', async (req,res)=>{...})) — fixed:
route→service body calls (realworld 19 / ghost 65 edges, no explosion). Agent A/B
muddied by repo size (realworld tiny) / complexity (ghost layered API). Lesson
inverse of Svelte: Express's dominant pattern WAS the uncovered one.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record NestJS validation (already well-covered)
NestJS row → resolver handles @decorator routes; DI controller→service
(this.svc.method) resolves correctly at scale (immich: addUsersToAlbum→addUsers,
etc.). Agent A/B: codegraph eliminated Grep (0 vs 3). No dynamic-dispatch hole.
Surfaced a general hygiene gap (not NestJS): committed dist/ build output gets
indexed (no default build-dir ignore) — narrow (real apps gitignore dist/),
deferred as a core-indexer follow-up.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Rails RESTful resources routing → controller#action
The rails resolver only saw explicit `get '/x' => 'c#a'` routes, so apps using
the dominant `resources :articles` / `resource :user` RESTful routing had ZERO
route nodes (realworld + spree: 0 routes despite full routes.rb files). The whole
request→controller flow was disconnected.
Fix (frameworks/ruby.ts):
- extract: expand `resources`/`resource` into their REST actions (only/except
filters; pluralize the singular `resource :user` → users_controller), emit a
precise `controller#action` ref per action. Explicit routes now also reference
`controller#action` instead of a bare ambiguous `action`.
- resolve: new `controller#action` pattern → the action method in
<ctrl>_controller.rb (file convention + controller-class fallback).
- claimsReference: claim `controller#action` refs so resolveOne's pre-filter
doesn't drop them before resolve() runs (same hook the django ORM work needed —
these refs name no declared symbol).
Validated: realworld 0→16, forem 0→635 precise route→action edges (GET /articles→
index, resource :user→users#show, etc.), pluralization correct, no node explosion
(route nodes proportional to resources). Agent A/B (forem, large): with codegraph
1-4 reads / 0 grep / 47-53s vs without 4-5 reads / 2-3 grep / 66-85s. Framework-
scoped (zero blast radius off Rails). Residuals: Rails Engine routing (spree
mounts an engine), ActiveRecord dynamic finders (metaprogramming frontier).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Spring bare + class-prefixed route mappings → controller method
The Spring resolver required a string path in the mapping regex, so BARE method
mappings (`@PostMapping` with the path on the class-level `@RequestMapping`) were
missed — the dominant multi-method-controller pattern. realworld's two-action
ArticleFavoriteApi only linked one method; halo had 28 routes for 2444 files.
Fix (frameworks/java.ts):
- Treat class-level `@RequestMapping` as a PREFIX (not a bogus route) and join it
onto each method's path.
- Match verb-specific mappings (@GetMapping/@PostMapping/...) BARE or with a path.
- Also handle method-level `@RequestMapping(value=..., method=RequestMethod.X)`
(older style) — restored after an initial cut dropped it (mall regressed 292→1;
caught by the regression check).
Validated: realworld 13→19, mall 246 (all precise, class prefix joined:
GET /subject/listAll→listAll, POST /articles/{slug}/favorite→favoriteArticle +
DELETE→unfavoriteArticle), no node explosion. DI controller→service resolves
(article→findBySlug, updateArticle→canWriteArticle). Agent A/B (mall cart flow):
with codegraph 0 reads/0 grep vs without 2/2. Residuals: halo's complex custom
patterns (9/29 resolve); Spring Data JPA derived queries (metaprogramming frontier).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Spring validation (bare-mapping routing fix)
Spring row → bare @GetMapping/@PostMapping + class @RequestMapping prefix join →
route→method (realworld 13→19, mall →246); DI controller→service resolves. A
first cut regressed mall 292→1 (dropped @RequestMapping-on-method), caught by the
route-count regression check. Residuals: halo custom patterns, JPA derived queries.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Django DRF router.register → ViewSet
Django's ORM (_iterable_class, prior work) and URL routing (path/url/as_view→view)
were already covered. The remaining hole: DRF `router.register(r'articles',
ArticleViewSet)` — the core CRUD endpoints — wasn't extracted (only path()/url()),
so a DRF API's main resources connected to nothing (realworld's ArticleViewSet:
0 callers).
Fix (frameworks/python.ts): match `.register(r'prefix', XViewSet)` → route→ViewSet
class. The STRING first arg distinguishes DRF router.register from
`admin.site.register(Model, Admin)` (model class first arg); View/ViewSet suffix
keeps it to viewsets. The ViewSet class resolves via the existing View/ViewSet
pattern.
Validated: realworld VIEWSET /articles → ArticleViewSet (was 0). Narrow in corpus
(realworld 1 router; wagtail=path, saleor=GraphQL) but real for DRF-router APIs.
Agent A/B (wagtail Page flow, medium): with codegraph 4-7 reads / 1-4 grep / 58-81s
vs without 7-9 reads / 6 grep / 82-86s. No regression (wagtail/saleor route counts
unchanged — purely additive). Residuals: signals, DRF inherited viewset actions,
GraphQL resolvers.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Laravel route → precise Controller@method (not bare action)
extractLaravelHandler discarded the controller: `Route::get([UserController::class,
'index'])` and `'UserController@index'` both emitted a BARE `index` ref. With the
route in routes/api.php (not the controller file), name-matching mis-resolved every
common action to the WRONG controller — realworld's GET user → ArticleController.index
(should be UserController), GET articles/feed → ArticleController (should be
FeedController), etc. The routes existed but pointed at the wrong handler.
Fix (frameworks/laravel.ts): emit precise `Controller@method` (array + string
syntax, namespace-stripped) and `claimsReference` it so resolveOne's pre-filter
doesn't drop it before Pattern-4 resolveControllerMethod runs (the recurring hook,
also needed by django ORM + Rails routing).
Validated: realworld all routes now resolve to the correct controller; bookstack
267/332 precise (GET pages → PageApiController.list, array syntax). No node
explosion. Agent A/B (bookstack page-view, large): with codegraph 2-3 reads / 1-2
grep / 51-60s vs without 4-6 / 3-5 / 60-74s. Residuals: firefly's fluent
->uses()/['uses'=>...] handler format (3/568 resolve), Eloquent dynamic finders.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Gin/chi routes on group vars (any receiver, not just r/router)
The route regex matched only `(router|r|mux|app|e).METHOD(...)`, but real Gin/chi
apps route on GROUP variables — `v1.GET`, `PublicGroup.GET`, `userRouter.POST` —
so group-routed apps connected almost nothing: gin-vue-admin had 4 routes for 625
files. Broaden the receiver to ANY identifier; the verb + string-path + handler-arg
gates keep it route-specific (e.g. `http.Get(url)` has no handler arg, so it's
excluded).
Validated: gin-vue-admin 4→259 routes, 257 resolve precisely (POST createInfo→
CreateInfo, GET getInfoList→GetInfoList); realworld stable 24→25 (no regression);
no garbage (257/259 resolve, not false positives), node count proportional. gitness
(chi, custom handlers) is a residual (26/321). Inline `func(c *gin.Context){...}`
handlers still lose their body (anonymous, like Express was) — separate residual.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Gin validation (group-var routing fix)
Gin/chi row → routes on ANY group var (v1.GET/PublicGroup.GET), not just r/router
(gin-vue-admin 4→259 routes). Agent A/B: 0 reads/0 grep/26-30s vs 3/3/52-53s —
cleanest backend win yet. Residuals: inline func handlers, gitness chi custom.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): ASP.NET feature-folder detection + bare attribute routes
Two holes left ASP.NET apps disconnected:
1. detect() only fired on a /Controllers/ dir, root Program.cs/Startup.cs, or a
.csproj (which often isn't in the indexed source set). Feature-folder apps
(realworld: Features/*/FooController.cs, subdir Program.cs) were never detected
→ 0 routes despite a full set of controllers. Broaden: scan Controller/Program/
Startup .cs source for ASP.NET signatures ([ApiController]/[Route]/[Http*],
ControllerBase, MapControllers, WebApplication, Microsoft.AspNetCore).
2. The attribute regex required a string path, so BARE [HttpGet] (route on the
class [Route("[controller]")]) was missed — eShopOnWeb was 24 bare / 2 string.
Match bare-or-with-path + join the class [Route] prefix (like the Spring fix).
No claimsReference needed: ASP.NET attribute routes are co-located IN the controller
with the action, so the bare method-name ref resolves same-file.
Validated: realworld 0→19 routes (all precise: GET /articles→Get, POST /articles→
Create, class prefix joined), eShopOnWeb 9→33. Route→action correct + co-located.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record ASP.NET validation (detection + bare-attribute fix)
ASP.NET Core row → feature-folder detection (realworld 0→19, was undetected) +
bare [HttpGet] / class [Route] prefix (eShopOnWeb 9→33, jellyfin 362→399). No
claimsReference needed (routes co-located in controller). Agent A/B (eShop): 1-2
reads/0 grep vs 6-7/1-6. Residual: EF Core LINQ.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Flask/FastAPI route holes + Python builtin-name handler guard
Three fixes that connect the request→route→handler flow for Flask and
FastAPI. Validated S/L: fastapi-realworld 12→20, flask-microblog 6→27,
Netflix dispatch 290/290 (100%), redash decorator routes 6/6; canonical
flows trace end-to-end (login→get_user_by_email, create_user→from_dict).
- Flask: the route regex required `def` immediately after `@x.route(...)`,
so an intervening decorator (@login_required, @cache.cached) or stacked
@x.route lines (one view bound to several URLs) dropped the route.
Switch to the findHandler scan (match the decorator, then find the next
def) like FastAPI — skips intervening decorators.
- FastAPI: the path regex `[^'"]+` rejected the empty path `@router.get("")`
(router/prefix-root routes, frequently multi-line). Allow empty path +
guard the route name against a trailing space.
- Python builtin-name guard (src/resolution/index.ts): a handler named
after a Python builtin method (index/get/update/count…) was filtered by
isBuiltInOrExternal and lost its route→handler edge. Mirror the
dotted-method branch's knownNames guard onto the bare branch — a bare
name a declared symbol owns is a real target, not a builtin call.
+2 legit edges on realworld, 0 change on the django control (precision held).
Tests: new Flask (intervening/stacked decorator) and FastAPI (empty-path,
multi-line) extractor cases + a Flask end-to-end integration test (a view
named `index` behind @login_required). Also corrects 6 pre-existing stale
Laravel/Rails route-ref assertions surfaced by the suite — they expected
the old bare action name, but the resolvers now emit precise
controller@action / controller#action (from earlier precision commits).
Full suite green (781 passed).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Flask/FastAPI validation (decorator + builtin-name fixes)
Matrix row Python/Flask+FastAPI 🔬→✅ and a §7 note: Flask intervening/
stacked decorators, FastAPI empty-path routes, the Python builtin-name
handler guard, S/L numbers, the login-auth A/B (0–1 read/0 grep with vs
3 read/2 grep without), and residuals (Flask-RESTful class-based
add_resource; redash JS file-route false-positives).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Drupal route-handler resolution (claimsReference, single-colon controllers, contrib detection)
The *.routing.yml extractor and _controller/_form resolver existed but two
gaps left most routes unlinked. Validated S/M/L: admin_toolbar 0→14 (14/14),
webform 144/208, drupal-core 536→731/836 (87%); canonical flow traverses
(getAnnouncements ← /admin/announcements_feed); node count unchanged.
- claimsReference: Drupal handler refs are FQCNs (\Drupal\…\Class::method),
bare form classes (\…\SettingsForm), or single-colon controller-services
(\…\Controller:method). Only the ::method shape survived resolveOne's
pre-filter (its member is a known method name); the bare-FQCN forms and
single-colon controllers were dropped before resolve() ran. Claim FQCN /
Class:method / hook_* refs (same pattern as Rails controller#action).
- Single-colon controller match: broaden the controller regex from :: to
:{1,2} and tighten the _form branch to !name.includes(':').
- Detection: detect() only checked composer `require` for a drupal/* dep, but
a contrib module often has an empty require and is identified only by
"name":"drupal/<m>" + "type":"drupal-module" (admin_toolbar → 0 routes).
Broaden to composer name/type + a *.info.yml fallback.
Remaining unresolved is the entity-annotation handler frontier
(_entity_form: type.op) and OOP #[Hook] attributes (Drupal 11 moved ~all
procedural hooks to attribute methods — out of scope here). Tests: contrib
detection, *.info.yml fallback, claimsReference, single-colon controller.
Full suite green (787 passed).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Drupal validation (claimsReference + contrib detection)
Add the PHP/Drupal matrix row (✅) and a §7 note: the claimsReference
pre-filter fix for FQCN/single-colon handlers, broadened contrib detection,
S/M/L numbers (admin_toolbar 0→14, webform 144/208, core 536→731), the
route→controller A/B (0 read/1 grep with vs 1 read/2 grep+glob without), and
the frontier residuals (entity-annotation handlers, OOP #[Hook] attributes).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Axum chained methods + namespaced handlers
The Axum route extractor used a flat regex that captured only the first
method(handler) of a .route() call and only a bare \w+ handler, so two
dominant Axum idioms broke:
- method chains: .route("/user", get(get_current_user).put(update_user))
emitted no node for the .put arm — half the API was missing.
- namespaced handlers: get(listing::feed_articles) captured `listing`
(the module), so the route resolved to nothing.
Rewrite with a balanced-paren scan of each .route(...) call, a route node
per chained method, and last-::-segment handler names. realworld-axum
12→19 routes, 19/19 resolved (every chained PUT/DELETE/POST now present,
feed_articles resolves). Rocket needed nothing (550/556, 99%, attribute
macros); crates.io confirms namespaced axum handlers resolve.
Residual frontier: actix runtime routing web::get().to(handler) (the
dominant actix style, unextracted; attribute macros 35/51). Fix is
Axum-scoped — the attribute/actix/Rocket path is untouched. Tests: chained
methods + multi-line namespaced handler. Full suite green (789 passed).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Rust/Axum validation (chained methods + namespaced handlers)
Update the Rust matrix row 🔬→✅ and add a §7 note: the Axum chained-method
+ namespaced-handler fix (realworld-axum 12→19, 19/19), Rocket already 99%,
crates.io (utoipa routes! macro frontier + SvelteKit frontend routes), the
update-user A/B, and the actix runtime-routing frontier.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Vapor grouped/RouteCollection routing (was 0 routes on real apps)
The Vapor extractor only matched (app|router|routes).METHOD("path", use:
handler), but real Vapor apps route on a grouped builder inside
RouteCollection.boot(routes:): `let todos = routes.grouped("todos");
todos.get(use: index)` — any var receiver, no path arg (the path is the
group prefix). Every real app tested extracted 0 routes (template,
SteamPress, SwiftPackageIndex-Server, penny-bot, Feather).
Rewrite the extractor:
- any receiver (\w+), not just app/router/routes;
- optional path segments that may be non-string (User.parameter, :id, a
path constant) — the `use:` keyword discriminates a route from
Environment.get("X") / req.parameters.get("X");
- a group-prefix map from `let X = Y.grouped("a")` and
`Y.group("a") { X in }` so a grouped/nested route gets its full path
(todo.delete(use: delete) -> DELETE /todos/:todoID).
Result: vapor-template 0→3 (3/3, nested path exact), SteamPress 0→27
(27/27), SwiftPackageIndex-Server 0→14 (14/14 handler resolution).
Canonical flow traverses (createPostHandler <- GET /createPost ->
createPostView). Route names now carry a leading slash (GET /users),
consistent with the other frameworks.
Frontier: typed-route enums (SPI's SiteURL.x.pathComponents — handler
resolves, path label only) and closure handlers (app.get("x"){ } —
anonymous). Tests: grouped RouteCollection, self.handler + non-string
segments, use:-discriminator. Full suite green (792 passed).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Vapor validation (grouped RouteCollection routing)
Update the Swift/Vapor matrix row ⬜→✅ and add a §7 note: the extractor was
dead on real apps (0 routes everywhere); rewrote for any receiver, optional
non-string paths, .grouped/.group{} prefix tracking, and the use:
discriminator. S/M/L all 100% handler resolution (template 0→3, SteamPress
0→27, SPI 0→14), the create-post A/B (0 read/0 grep with vs 1–4 read
without), and frontiers (typed-route enums, closure handlers).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): React Router <Route> JSX route extraction
react.ts extracted components/hooks and Next.js file routes but returned
references: [], so React Router <Route> declarations produced no route
nodes or route→component edges. Add <Route> JSX extraction: scan a window
after each <Route (so the nested > in element={<Comp/>} doesn't truncate
the match), pull path="…" + component={C} (v5) or element={<C/>} (v6) in
any attribute order, emit a route node + component reference (resolved by
the existing PascalCase resolveComponent). The <Routes> container is
excluded via the \b boundary.
react-realworld 0→10 routes, 10/10 resolved (/login→Login,
/editor/:slug→Editor, /@:username→Profile). No regression on excalidraw
(9,290 nodes, 46 react-render synth edges intact, 0 false routes). Tests:
v5 component=, v6 element=, <Routes>-container guard. Suite green (794).
Frontier: object data-router createBrowserRouter([{path,element}]) (modern
v6) is object-based not JSX — not covered.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record React Router routing (the React row's routing half)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): actix-web builder-API routing (web::resource / .to(handler))
Actix's attribute macros were covered, but the dominant actix style is the
builder API — web::resource("/path").route(web::get().to(handler)),
web::resource("/").to(handler) (all methods), and App .route("/path",
web::get().to(handler)). The handler is in .to(handler), not get(handler),
so the Axum .route scan extracted nothing — actix-examples had 80
web::resource calls all unlinked.
Add an actix block: scan each web::resource("/path") (bounding its method
chain at the next resource) for web::METHOD().to(h) pairs, fall back to a
direct .to(h) (method ANY), plus the App-level .route("/x",
web::METHOD().to(h)) form. actix-examples 51→128 routes, 35→112 resolved
(GET /user/{name}→with_param, POST /user→add_user). No regression on Axum
(realworld-axum still 19/19). Tests: resource+route, resource direct .to,
App-level route. Suite green (797).
Frontier: web::scope("/api") prefixes not prepended; anonymous .to(|req|…)
closures have no named target.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record actix builder-API routing validation
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(extraction): Flutter setState→build synthesis + Dart method body ranges
Two changes that connect Flutter's reactive dispatch:
- Dart method ranges (foundational): Dart models a method body as a SIBLING
of the method_signature node, so every Dart method node had endLine ==
startLine (signature only) — body-level analysis (callees, context slices,
the synthesizer's body scan) saw only `void f() {`. Extend endLine to the
resolved body in the shared createNode, guarded to only ever extend
(child-body grammars are a no-op; controls excalidraw 9,290 / django 302
unchanged).
- Flutter setState→build synthesizer channel (the Dart analog of react-render):
for each Dart class with a `build` method, link sibling methods whose body
calls setState( → build. setState re-runs build (Flutter-internal, no static
edge), so "tap → handler → setState → rebuilt UI" dead-ended at setState.
counter initState→build, books build→BookDetail/BookForm. Widget composition
needs no synthesis — Dart widgets are explicit constructor calls, already
static (compass_app build→ErrorIndicator/HomeButton). Tests: Dart method
spans its body; Flutter handler→build synthesis end-to-end. Suite green (798).
Frontier: MVVM Command/ChangeNotifier dispatch (no setState) + Navigator.push
route-as-widget navigation.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Dart/Flutter validation (setState→build + method ranges)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Spring Boot Kotlin routing (.kt + fun handlers)
Kotlin had zero framework coverage — no resolver listed kotlin, and the
Spring resolver was languages:['java'] with a .java-only extract gate and a
Java-syntax handler regex (public X name()). Spring Boot Kotlin apps (same
@GetMapping/@RestController annotations, .kt files) extracted 0 routes.
Extend the Spring resolver: languages ['java','kotlin'], accept .kt, and add
a Kotlin `fun name(` alternative to the handler-method regex (Kotlin has no
access modifier; the return type follows the name). Also allow Kotlin class
modifiers (open/data/sealed) in the class @RequestMapping-prefix detection,
and tag route/ref language per file.
spring-petclinic-kotlin 0→18 routes, 18/18 resolved; class @RequestMapping
prefixes join, stacked annotations skipped, DI controller→repo resolves
(showOwner ← GET /owners/{ownerId} → OwnerRepository.findById). Java Spring
unchanged (realworld 19/19 — the Kotlin fun and Java public-X alternatives
are disjoint per language). Jetpack Compose composition already works
(@Composable→child are plain function calls). Tests: Kotlin @GetMapping+fun,
class-prefix + stacked annotation. Suite green (800).
Frontier: Ktor inline-lambda routing, Compose recomposition, coroutines/Flow.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Kotlin validation (Spring Boot Kotlin + Compose)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Lua/Luau validation (module dispatch already covered)
Measure-first: Neovim/Roblox dispatch is module-heavy (require + cross-file
mod.fn calls), already resolved by general import+name resolution
(telescope.nvim 220 imports + 335 cross-file calls; traces end-to-end). The
matrix's assumed "callback synthesizer" hole isn't real — event-callback
registration (keymap/autocmd/:Connect) is predominantly inline anonymous
closures (corpus ~12 inline vs ~2 named), too rare to synthesize. A/B: 0
read/0 grep with codegraph vs 1 read without. No code change; validated.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Play Framework conf/routes → controller routing (Scala/Java)
Play declares routes in an extensionless conf/routes file (GET /computers
controllers.Application.list(p: Int ?= 0)) the file walk never indexed
(isSourceFile requires an extension), so Play apps had 0 route nodes.
- grammars.ts: add isPlayRoutesFile (conf/routes + *.routes), opt it into
isSourceFile, and map it to the no-grammar (yaml-style) path in
detectLanguage so the framework resolver extracts it. Narrow match — only
ADDS Play routes files, never affects other indexing.
- play.ts: a Play resolver — detect (build.sbt/conf), extract (parse each
METHOD /path Controller.action(args) line, drop package + args), resolve
(Controller.action → the action method in that controller class),
claimsReference for the dotted Controller.action handler.
computer-database 0→8 routes, 7/8 resolved (the 1 unresolved is
controllers.Assets.versioned — Play's framework controller, external);
starter 0→4 (3/4). Flow connects request→route→controller→DAO. No-regression
(excalidraw 9,290 / suite unchanged). Tests: routes parse + `->` include
skipped, conf/routes file detection.
Frontier: SIRD programmatic routers (-> include + case GET(p"/x")) + Akka
actor message→handler.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Scala/Play validation (conf/routes → controller)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(extraction): C++ inheritance (base_class_clause) + virtual-override synthesis
C/C++ direct dispatch already resolves well (redis 29k / leveldb 1.4k
cross-file calls). Two changes close the C++ virtual-dispatch gap:
- extractInheritance handled base_clause (PHP) but not C++'s
base_class_clause, so C++ `extends` edges were missing/partial. Add the
C++ branch (emit an extends ref per base type, skipping access
specifiers) — leveldb extends 219→298.
- cpp-override synthesizer channel (the C++ analog of react-render): for
each extends edge, link each base method → the subclass override of the
same name, so trace/callees from a virtual/interface method reach the
implementation. Gated to C++, capped per class. leveldb 12 precise edges
(Iterator::Next/Seek/Prev → MergingIterator), 0 on C (redis) and TS
(excalidraw). Test: base virtual → subclass override bridge.
Frontier: C callback structs (cmd->proc() → 422-way fan-out, too noisy)
and C++ pure-virtual base methods (declarations aren't nodes, so those
overrides can't bridge). Suite green (804).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record C/C++ validation (inheritance fix + override synthesis)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): React Router object data-router + Next.js route precision
- Object data-router (v6.4+): createBrowserRouter([{ path, element: <Comp/> }])
/ { path, Component: Comp } — extract route + component (gated to files using
the data-router API; requires a component so a stray `path:` field isn't a route).
- Next.js precision: filePathToRoute treated config files (next.config.mjs,
vite.config.ts) and a `nextjs-pages/` dir (substring of "pages/") as routes.
Require a real page extension (.tsx/.ts/.jsx/.js), exclude *.config.* and
_app/_document, and match pages/ + app/ as path SEGMENTS. bulletproof-react
4 bogus config "routes" → 0.
Frontier: lazy data-router routes (path: paths.x.path + lazy: () => import())
use variable paths + lazily-imported modules — no literal path/named component.
Tests: object-router literal form, config/nextjs-pages exclusion. Suite 806.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Flask-RESTful add_resource + tuple methods + broader detection
Three Flask gaps closed (redash Flask-RESTful 6→77 py routes; flask-realworld 0→19):
- Flask-RESTful: api.add_resource(ResourceClass, '/path') (+ redash's
add_org_resource) now extracts a route per path referencing the Resource
class, whose get/post verb methods resolve as the handlers.
- Tuple methods: @x.route('/p', methods=('POST',)) — the method regex only
accepted a list [...]; now accepts a tuple (...) too, so POST/DELETE routes
aren't mislabeled GET.
- Detection: detect() only checked root app.py for the literal Flask(__name__);
broadened to requirements/pyproject/Pipfile/setup.py + any entrypoint file
(root or subdir, e.g. conduit/app.py) that imports flask and instantiates
Flask(...). flask-realworld (subdir app-factory) 0→19; django not falsely
detected.
Tests: tuple methods, add_resource. Suite green (808).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record frontier pass; test(go): gorilla/mux subrouter coverage
Frontier triage after the main sweep — tractable partials closed (React object
data-router, Next.js false-positive fix, Flask-RESTful add_resource, Flask
tuple methods + detection, gorilla/mux confirmed), and the genuinely
hard/low-precision ones (C callback fan-out, metaprogramming finders, reactive
runtimes, Akka, anonymous closures, lazy data-router, C++ pure-virtual) left
documented with rationale. Adds a gorilla/mux subrouter-var HandleFunc test
(confirms the any-receiver handling already covers it).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(benchmarks): A/B with/without codegraph across every language (S/M/L)
37-cell matrix (every flow-relevant language × small/medium/large indexed
repos): a headless agent answers one canonical flow question per repo, with the
codegraph MCP vs without any MCP. Fresh re-index per cell so the with-arm
reflects current resolvers.
Result: 75% fewer file reads with codegraph (40 vs 158 across cells), ~70%
fewer greps, never more reads in any cell. Biggest wins on medium/large
backends (excalidraw 0R vs 9R, spring-halo 0R vs 9R+8 Bash, jellyfin 4R vs 13R+
21 Bash + a spawned sub-agent); tie zone on tiny repos where the flow fits in
1-2 files.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(mcp): self-sufficient codegraph_trace + CODEGRAPH_MCP_TOOLS allowlist
codegraph_trace now returns a complete flow dossier in one call: each hop with its full body inlined (not just the call-site line), plus the destination's own outgoing calls — the last mile agents otherwise explore/Read to get. Validated by A/B (arm I, 6 repos x 2): >= baseline on reads/turns/cost with no wall-clock regression, because one richer trace call displaces the explore+node+Read follow-ups. Sufficiency, not steering: complete context is what stops further investigation.
Also adds CODEGRAPH_MCP_TOOLS, an optional comma-separated allowlist that trims the exposed MCP tool surface (inert when unset); used to run the tool-ablation experiment cleanly, and useful for constraining an agent to a minimal surface.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(benchmarks): call-sequence + tool-ablation analysis; agent-eval arms harness
Records why codegraph read savings (-75%) under-convert to wall-clock (-16%): the bottleneck is round-trips + the synthesis turn, not reads. Ablation (arms A-I) shows explore is 68% of payload but load-bearing, trace is path-scoped but under-adopted, instruction/description steering cannot match an append-prompt's salience (and regresses), and the shippable win is making the trace output sufficient (arm I). Adds harness: seq-matrix, run-arms/arms-*, parse-arms.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(mcp): line-number codegraph_node + codegraph_trace source output
node's code block and trace's inlined hop/destination bodies now carry cat -n line numbers (reusing numberSourceLines, matching codegraph_explore and Read), so the agent can cite or edit exact lines without re-Reading the file just to get them. Consistency across the code-returning tools + edit-workflow sufficiency.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(resolution): Java/Kotlin interface & abstract dispatch synthesis
A call through an injected interface (Spring @Autowired svc.list()) or an abstract base dead-ended at the interface method — no static edge to the implementation — so request->service->impl flows broke at the DI boundary. Adds interfaceOverrideEdges: for each class implementing an interface (or extending an abstract base), synthesize interface/base-method -> same-name override 'calls' edges (JVM-gated, capped per class, overload-aware), with an 'interface-impl' trace label. trace + callees now follow the flow into the implementation.
Validated on spring-mall: 310 synth edges, node count unchanged (edges only); trace(PmsProductController.getList, PmsProductServiceImpl.list) connects in 3 hops (controller -> service interface -> impl) where it previously dead-ended at the interface.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(playbook): record Java/Kotlin interface-DI synthesizer (probe-validated; agent A/B adoption-gated)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(mcp): codegraph_explore surfaces the execution flow from its named symbols
Agents call explore far more than trace and pass a bag of symbol names that spans the flow they're after. explore now resolves those names and surfaces the longest call path AMONG them — riding synthesized dynamic-dispatch edges (callback/react-render/jsx/interface-impl) — leading the output with it, so a flow question answered via explore gets the trace-quality path without switching tools.
Precision: ambiguous tokens disambiguated by CO-NAMING (keep candidates whose qualifiedName SEGMENT matches another named token, so 'list' resolves to PmsProductServiceImpl::list not OmsOrderService::list); BFS anchored at named symbols on both ends with <=1 consecutive unnamed bridge (crosses a missing intermediate, never wanders a god-function's fan-out). Validated by probe: spring-mall getList->service-interface->impl (3 hops); excalidraw mutateElement->triggerUpdate->[callback]->triggerRender->[react-render]->render->[jsx]->StaticCanvas (full re-render chain). No flow section on fuzzy queries (safe). Suite green.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(mcp): explore-flow resolves qualified Class.method query tokens
The agent often passes fully-qualified names to explore (PostEndpoint.publishPost, PmsProductServiceImpl.list) — its most precise input. The tokenizer's file-extension strip mangled Class.method into Class (treating .method as an extension), then the identifier filter dropped anything with a dot, throwing the method away. Now strips only REAL file extensions and keeps qualified tokens, which findAllSymbols resolves exactly; disambiguates ambiguous SIMPLE names by whether their container class is also named (segment match). Validated: 'PmsProductController.getList PmsProductServiceImpl.list' now surfaces getList->interface->impl. (spring-halo's publish flow stays absent — it's reactive/reconciler dispatch with no static edges, a coverage frontier, not an explore-flow gap.)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(claude): record the 'adapt the tool to the agent' retrieval principle
The lever that decides whether a retrieval change lands: make a tool the agent already calls do more with the input it already gives; changes that need the agent to behave differently (different tool, query, examples) hit codegraph's low-salience channels and don't land. Captures the validated evidence (sufficiency + explore-flow pass; steering + new-tools + context-fuzzy-flow fail) and points coverage as the remaining lever.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs: correct 'cost stays flat' → neutral-to-lower (excalidraw with/without A/B)
Fresh with-vs-without A/B on excalidraw (current build, n=3): 3x faster (49s vs 145s), 15x fewer tool calls, ~0 vs 23 reads, and -40% cost ($0.41 vs $0.68). Cost is neutral-to-lower, not flat — compact codegraph answers cache across turns while the without-arm's read/grep thrash is fresh, poorly-cacheable input. Recorded in call-sequence-analysis.md; corrected the CLAUDE.md optimization-target note (still: don't optimize for cost; target wall-clock + tool-call count).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(benchmarks): current-build A/B on all 7 README repos + fix token-measurement bug
Re-ran the README benchmark on the current build (7 repos reindexed, median of 4): avg 35% cost / 57% tokens / 46% time / 71% tool calls saved — reproduces the published README (35/59/49/70), no regression. Adds bench-readme.sh + parse-bench-readme.mjs harness.
Fixes a token-measurement bug: result.usage is last-turn-only in current Claude Code; must sum per-turn assistant usage for cumulative tokens. Corrects the earlier excalidraw note (its '-34% tokens' was off this bug; real ~90%) and the cost MECHANISM (volume/fewer-turns, not cache-ability — the without-arm's huge token volume is mostly cheap cache-reads, so token savings 57% > cost savings 35%). Cost/time were always correct.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs: finalize 0.9.4 — consolidate CHANGELOG + re-validate README benchmark
Folds the framework sweep + retrieval work into [0.9.4] (2026-05-24). README benchmark table refreshed with current-build medians (avg 35% cost / 57% tokens / 46% time / 71% tool calls) + a v0.9.4 re-validation note.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(readme): add codegraph_trace to the MCP Tools table
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs
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Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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