codegraph-ai
34 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 Colby McHenry
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b5090cbad5 |
docs(dispatch-backlog): shelve trezor barrel-registry as single-lineage/overfit
Discovery across 15 independent diverse repos + GitHub-wide code search found the strict barrel-namespace shape (`import * as M from './api'` -> `M[runtimeKey]` -> `new` -> `.run()`) in exactly 2 repos: trezor-suite and OneKey hardware-js-sdk. But OneKey is a @trezor/connect fork (same findMethod/MethodConstructor skeleton), so it's 2 indexable repos but one design lineage = effectively n=1. Every independent registry-by-runtime-key found is a different shape the trezor-tuned synth wouldn't catch (n8n dynamic-import+DI, polkadot array-of-constructors, ccxt object-literal [already covered], typeorm/xrpl switch). The synth is the hard tier (cross-file barrel re-export enumeration + computed index + camel/Pascal transform + entry-method fan-out) -- meaningful complexity for a single-lineage win, which the overfit discipline says not to build. Feasibility was fine (the import resolver already chases re-export barrels); the blocker is corpus thinness. Reopen only if an independent (non-trezor-lineage) repo appears. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenry
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feb2f641de |
feat(resolution): bridge Laravel event(new X) to its listener handles
Laravel decouples an event dispatch from its listener(s), linked by the event class: event(new OrderShipped($order)) has no static edge to the handle(OrderShipped $event) that runs it (usually a separate app/Listeners/ class). laravelEventEdges bridges each event(new X(...)) site -> every listener's handle for X. Two registration mechanisms, both real and both needed (built together): - (A) auto-discovery: a typed handle(EventType $e) first param, read from the method declaration source (PHP method nodes carry no signature, like C#); a handle(A|B $e) union is split into two events. - (B) the `protected $listen = [XEvent::class => [Listener::class, ...]]` map in an EventServiceProvider, parsed from comment-stripped source (so a fully-commented map on an auto-discovery app contributes nothing). This is the only way to link a listener whose handle() is untyped. Job exclusion is free: queued jobs dispatch via ::dispatch()/dispatch() (not matched) and their handle() takes an injected service, never an event type, so matching only event(new X) excludes them by construction. `use Dispatchable` is not keyed on (unreliable in real apps). Surfaces as `dynamic: laravel event` via the generic synth-edge fallback. Validated 100% precision on two grep-confirmed repos exercising both mechanisms: koel (small, populated $listen map, 9 edges incl. the untyped-handle case and a fan-out) and firefly-iii (large, pure auto-discovery / empty $listen, 141 edges, 0 source/target false positives, 0 namespace mismatch, union split verified); 0 on the guzzle control. Namespace-agnostic (FireflyIII\ not hardcoded). Node-stable (pure edge synth). Suite 1623 green. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenry
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2c522c6254 |
feat(resolution): bridge Sidekiq Worker.perform_async to #perform
Sidekiq decouples a job's enqueue site from the worker's perform method, linked by the worker class NAME: DestroyUserWorker.perform_async(id) has no static edge to DestroyUserWorker#perform (usually in app/workers/, away from the controller/model that enqueues it). sidekiqDispatchEdges bridges each Worker.perform_async/_in/_at(...) site -> that worker's instance perform. Name-keyed, like Celery: the receiver class must be a Sidekiq worker, gated by reading `include Sidekiq::Job|Worker` from the class body (the mixin is an external gem module that forms no resolvable edge). ActiveJob's perform_later/ _now is a different shape and deliberately not matched. Namespace disambiguation was the n>1 validation payoff: loomio's flat workers hid a collision bug that forem exposed (four SendEmailNotificationWorker classes across modules; simple-name resolution mis-targeted 7/143 edges to the wrong namespace). Fixed by resolving a namespaced receiver via exact qualified-name lookup first, falling back to the simple name only for a unique worker — an ambiguous unqualified collision bails (precision over recall). Surfaces as `dynamic: sidekiq dispatch` via the generic synth-edge fallback. Validated 100% precision on two grep-confirmed repos: loomio (medium, Sidekiq::Worker, 47 edges) and forem (large, both include aliases — 131 Sidekiq::Job + 11 Sidekiq::Worker, 142 edges, 0 worker/source false positives, 0 namespace mismatch); 0 on the jekyll control. Node-stable (pure edge synth). Suite 1621 green. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenry
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d1381e11f6 |
feat(resolution): bridge MediatR Send/Publish to its IRequestHandler.Handle
MediatR decouples a _mediator.Send(x)/.Publish(x) call from the Handle method that runs it, linked by the request/notification TYPE (the IRequestHandler<X,…> generic), usually across files in a Clean Architecture layout — so flows dead-end at the mediator call and the agent reads to find the handler. mediatrDispatchEdges bridges each dispatch -> the matching handler's Handle. Same two-pass, type-keyed shape as the Spring synthesizer, with two C#-specific twists found by probing: - C# method nodes carry NO signature (csharp.ts defines no getSignature), so Pass 1 reads the request type from the handler CLASS base-list source (`: IRequestHandler<X,…>` first generic arg) and binds the class's Handle. - The dominant .NET idiom is VARIABLE-passed, not inline `Send(new X)` — eShop has zero genuine inline MediatR sends. So Pass 2 resolves the sent type from the argument three ways within the enclosing method: inline `new X(…)`, a local `var v = new X(…)` (backward scan), or a parameter/local declared `X v`. Two precision gates: the receiver must be mediator-ish (mediator/sender/ publisher — excludes MAUI MessagingCenter.Send, HttpClient.Send) AND the resolved type must have a handler (so a same-named non-request DTO is never bridged). Handles the IdentifiedCommand<T,R> wrapper and void IRequestHandler<T>. Surfaces as `dynamic: mediatr dispatch` via the generic synth-edge fallback. Validated 100% precision on two grep-confirmed repos: jasontaylordev/ CleanArchitecture (small, 9 edges, inline + param forms) and dotnet/eShop (medium, 9 edges, 0 false positives, variable-passed + IdentifiedCommand + the CancelOrderCommand DTO-collision correctly avoided); 0 on the Newtonsoft.Json control. Node-stable (pure edge synth). Suite 1619 green. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenry
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9b7ca2e394 |
feat(resolution): bridge Spring publishEvent() to its @EventListener handlers
Spring decouples an event publisher from its listener(s) through the application event bus, linked by the event TYPE: publishEvent(new XEvent(...)) has no static edge to the @EventListener void on(XEvent e) that handles it (usually a different class), so flows dead-end at the publish and the agent reads to find the handlers. springEventEdges bridges each publishEvent(new X) site -> every listener of X. Two-pass, type-keyed (no name resolution, so precision is structural): - Pass 1 builds Map<eventType, listenerMethod[]> from @EventListener / @TransactionalEventListener methods (event type = first param type off the node signature, or the @EventListener(X.class) value form) and the older `implements ApplicationListener<X>` onApplicationEvent methods. - Pass 2 links each publishEvent(new XEvent(...))'s enclosing method to every listener of XEvent; multi-line `publishEvent(\n new X(...))` handled. Key Java fact (probed): a method node's range INCLUDES its leading annotations (startLine is the first @-line, not the `public void` decl), so the annotation gate scans DOWNWARD from startLine bounded to consecutive @-lines, which can't bleed into an adjacent method. Surfaces as `dynamic: spring event` via the generic synth-edge fallback. Validated 100% precision on two grep-confirmed repos exercising all listener forms: halo (medium, 1254 java, 33 edges across 24 events, 0 publisher/listener false positives, param-typed + (X.class) + ApplicationListener + fan-out) and thombergs/code-examples (4 edges, adds @TransactionalEventListener); 0 on the gson control (no Spring). Node-stable (pure edge synth). Suite 1617 green. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenry
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6e5c3a9336 |
feat(resolution): bridge Celery .delay()/.apply_async() dispatch to the task body
Celery decouples a task's call site from its body: a @shared_task / @app.task decorated def is invoked via task.delay(...) / task.apply_async(...), a dynamic hop with no static edge, so flows dead-end at the dispatch and the agent reads tasks.py to reconstruct them. celeryDispatchEdges links the enclosing function at each .delay/.apply_async site -> the task function body. Precision rests on a DECORATOR gate: the dispatched name must resolve to a Python function carrying a task decorator, read from the source lines ABOVE its def (the def's startLine excludes the decorator, and no decorates edge exists since @shared_task is an unresolved external import). The kind==='function' filter drops same-named test-method collisions; canvas forms (group(t).delay(), t.s()/.si()) have no single identifier before .delay so they're skipped, not mis-bridged; cross-module name collisions prefer a same-file task else bail. Surfaces as `dynamic: celery dispatch` via the generic synth-edge fallback. Validated 100% precision on two grep-confirmed repos exercising both decorator dialects: paperless-ngx (small, @shared_task, 31 edges, 31/31 real) and pretix (medium, @app.task, 63 edges across 21 tasks, 0/21 false positives); 0 on the httpie control (no Celery). Node-stable (pure edge synth). Suite 1615 green. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby McHenry
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80a1044d3d |
feat(resolution): bridge Vuex string dispatch/commit to actions and mutations
Completes the Vue store dispatch family (the Pinia bridge was
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Colby McHenry
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8ea32059b6 |
feat(resolution): bridge Pinia useStore().action() calls to the action
The dispatch bridge for Pinia, on top of the store-action extraction foundation
(
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Colby McHenry
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cc9c2f7420 |
feat(extraction): index Vuex/Pinia store actions, mutations, and getters
A Vue store's callable surface — Vuex `actions`/`mutations`/`getters` and Pinia
store actions — lived only as object-literal properties, so the symbols an agent
looks for (`login`, `getSessionList`, `getAuthMenuList`) were never nodes:
`codegraph search`/`codegraph_node` returned "not found" and the agent had to
read the store by hand. This extracts them as function nodes (with their real
bodies + callees), the foundation under any later dispatch-bridge synthesis.
A corpus probe (vue-element-admin, vue2-elm, Geeker-Admin, MallChatWeb) showed
Vue store dispatch is NOT one clean string-keyed shape but ~5; extraction here
covers the three dominant definition forms:
- Vuex MODULE: non-exported `const actions/mutations = {…}` collections
(gated by a ≥2-signal looksLikeVueStoreFile + the object-of-functions shape,
so a Redux file's stray `const actions` is a 0-node no-op).
- Pinia OPTIONS: `defineStore({ actions: {…}, getters: {…} })` — methods of
the actions/mutations/getters properties of a store-factory config.
- Pinia SETUP: `defineStore('id', () => { const foo = …; return {…} })` — the
body-local function consts (findPiniaSetupFn + extractPiniaSetupBody; the
generic body walk doesn't reach nested function scopes). Distinguished from
an inline action map via objectHasInlineFunctions so zustand/SvelteKit
extraction is unchanged.
Validated findable on element-admin (50 fns), Geeker (21), MallChat (68);
0-node no-op on a non-Vue control (uwave-web, unchanged at 4496 nodes). Deferred
(documented in the backlog): vue2-elm's `export default {…}` split-file +
computed-key `commit(CONST)` form (n=1), and the dispatch BRIDGE synthesis
(Vuex string-key + Pinia useStore().action()). Suite green (1610); new
__tests__/vue-store-extraction.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Colby McHenry
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e9f7422223 |
feat(resolution): synthesize RTK Query hook→endpoint dispatch edges
Adds the RTK Query member of the dispatch-through-indirection family
(synthesizedBy:'rtk-query'). An RTK Query endpoint defined inside
`createApi({ endpoints })` and the `useGetXQuery`/`useUpdateYMutation` hook it
generates were both invisible to static extraction, so a `component →
useGetXQuery → getX → queryFn` flow had nothing to connect and explore
dead-ended on the API slice.
Extraction (tree-sitter.ts): mint a function node per endpoint — named by its
key, spanning the queryFn/query handler so its calls attribute — handling both
the `endpoints: build => ({...})` arrow and `endpoints(builder){ return {...} }`
method forms, with a bare-node fallback for factory handlers
(`queryFn: makeFn(url)`); and a function node per generated-hook binding from
`export const {...} = api`, carrying a sentinel signature.
Resolution (callback-synthesizer.ts): rtkQueryEdges bridges each generated-hook
node to its same-file endpoint by the naming convention (strip use + optional
Lazy + Query|Mutation, lowercase head). Component→hook is normal import/call
resolution; the hook→endpoint hop surfaces in explore as `dynamic: rtk query`.
Validated 100% precision (hooks == synth edges, 0 cross-file) on basetool (54),
minusx-metabase (11), shapeshift (13); 0 on the uwave-web control (no createApi
→ a complete no-op). The sentinel gate correctly ignores hand-written
look-alikes (shapeshift's useFoxyQuery is a real custom hook, never bridged).
Full suite green (1608); new __tests__/rtk-query-synthesizer.test.ts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Colby McHenry
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7f970296cf |
feat(resolution): synthesize object-literal registry dispatch edges
Adds `objectRegistryEdges` — a dynamic-dispatch synthesizer for the command/handler
registry pattern: an object literal maps string keys → handler classes/functions, then
dispatches by a RUNTIME key static parsing can't follow:
this.commands = { [Cmd.ADD]: AddObjectCommand, ... } // registration
new this.commands[command](args).execute() // dynamic dispatch
It links each dispatching function → each registered handler's callable entry (a class's
execute/run/handle method — preferring the method chained at the dispatch site — or the
function value), like the gin-middleware-chain fan-out. Same-file registry+dispatch only.
Validated precise on 3 real repos (the discipline that caught redux-thunk's n=1 overfit):
EtherealEngine's CommandManager (64 edges, class registry → .execute), Prebid.js (7:
builder/consent/message dispatch, function registry), warp-drive (1). Zero false positives
after several precision gates found during validation:
- skip minified/generated bundles (avg line length > 200) — draco/three.min were a
false-positive minefield of `h[x](...)` calls + `{a:b}` literals;
- DEPTH-AWARE entry parsing (top-level `key: Identifier` only) so method-shorthand bodies
and nested objects don't leak their inner `k: v` pairs as bogus handlers;
- callable-only targets (drop data `constant`s — a `{x: URL}` entry resolving to the global);
- dynamic-dispatch gate (a statically-accessed look-alike object yields nothing).
Handles constructor and field-initializer registry forms (this. normalized). Surfaces in
codegraph_explore via the existing Dynamic-dispatch-links section.
Deferred (recall, documented in dispatch-synthesizer-backlog.md): assign-then-call dispatch,
augmentation registration (reg[k]=H), and the cross-file barrel-namespace variant
(trezor getMethod) — the hard tier.
Full suite green (1606); new __tests__/object-registry-synthesizer.test.ts.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Colby McHenry
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270e50655a |
fix(explore): surface synth constant-endpoint edges + precise redux-thunk dispatch resolution
Two fixes hardening the redux-thunk dynamic-dispatch synthesizer, found by validating it on real RTK repos beyond its trezor origin (uwave-web, session-desktop, octo-call): - Surfacing: buildFlowFromNamedSymbols filtered its named set to CALLABLE kinds, so synthesized edges between `constant` nodes (RTK thunks are `const X = createAsyncThunk(...)`) never entered the Flow / Dynamic-dispatch links scan — invisible at every tier, while the kind-agnostic Relationships section is off below 500 files. Add a `dynNamed` set (named constant/variable/ field nodes with a heuristic edge) feeding a shared collectSynthLinks into the "## Dynamic-dispatch links" section, threaded through the named.size<2 early-out (both-endpoints-constant hit return EMPTY first) and the main path. Main call-chain stays callable-only; the <500 budget tiers are untouched. No-op for callable flows. Plus a generic synthEdgeNote fallback so any synth hop reads "dynamic: <kind> @site", not a bare "[calls]". - Precision: reduxThunkEdges resolved a dispatched name by first-match-by-kind, so a thunk name colliding with a same-named service function linked to the wrong node (octo-call `leaveCall`). Prefer thunk-signature const > other const > same-file callable > first match. Tests: new explore-synth-constant-endpoints.test.ts (surfacing on a small repo) + a collision case in redux-thunk-synthesizer.test.ts. Full suite green (1605). Rationale + coverage backlog in docs/design/dispatch-synthesizer-backlog.md. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> |
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Colby Mchenry
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f34f606342 |
feat(extraction): same-file value-reference edges for impact analysis — 15 languages (#897)
Adds same-file value-reference edges (reader symbol → const/var it reads) so impact analysis catches a constant's same-file consumers, closing the 'change this table, break its readers' hole. 15 languages validated S/M/L on public OSS: TS/JS/tsx, Go, Python, Rust, Ruby, C, Java, C#, PHP, Scala, Kotlin, Swift, Dart, Pascal/Delphi (+ Svelte/Vue/Astro inherited). Edges-only — node count identical on/off; default ON, CODEGRAPH_VALUE_REFS=0 opts out. |
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Colby Mchenry
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df6f4bec43 |
feat(explore): dynamic-dispatch boundary surfacing — announce where a flow ends instead of guessing edges (#687) (#835)
* feat(explore): announce dynamic-dispatch boundaries when a flow can't connect statically (#687) When buildFlowFromNamedSymbols can't connect the agent's named symbols, scan the disconnected symbols' bodies (query-time, deterministic, zero graph mutation) for dynamic-dispatch forms — computed member calls, getattr, reflection, typed message buses, runtime-keyed emits, Proxy — and announce the exact site where the static path ends, with candidate runtime targets when a dispatch key is statically visible. The honest alternative to guessing edges: surface the boundary, don't fabricate the bridge. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(agent-eval): ab-new-vs-baseline survives files added since the baseline ref A single multi-file 'git checkout <ref> --' with one unknown pathspec checks out nothing, so the baseline arm silently ran the NEW build. Check out per-file and remove files that don't exist on the baseline. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * docs(playbook): boundary surfacing as the mechanism floor for non-gateable dispatch (#687) Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> * fix(explore): render a direct synthesized hop between two named symbols (#687) A 2-node chain populates pathIds but renders nothing (Flow needs >=3), and the dynamic-links section skipped its edge as 'already in the main chain' — so a custom EventBus emit→handler connection was invisible. Skip-as-in-chain now applies only when a chain actually renders, and the boundary scan treats short-chain endpoints as connected. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |
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Colby Mchenry
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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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Colby Mchenry
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dce61a5f4a |
fix(extraction): qualified Type::member refs skip the name gate — no-import references resolve (#812)
`KtHandlers::handle` registered from another file produced no edge: the
extraction gate required the scope to be a same-file type or an IMPORTED
name, but Java/Kotlin same-package references and Kotlin companion members
need no import at all, so the gate could never see them. (The "companion
members extract unqualified" limit recorded during Arc A was a probe
artifact: a SINGLE-LINE `class X { companion object { … } }` is an
upstream tree-sitter-kotlin misparse (ERROR node); real multi-line
companions extract transparently as qualified methods of the class.)
Qualified `Type::member` candidates now skip the name gate the same way
`this.<member>` ones do: the explicit-ref syntax is self-selecting, and
resolution stays scope-suffix-anchored + unique-or-drop, so a
`Decoy::handle` can never match a `KtHandlers::handle` ref (tested).
A/B vs main: rxjava +4 (same-package `Maybe::just` / `Single::just`
method refs), fmt +3 (gtest `&Test::DeleteSelf_` /
`&TestSuite::RunSetUpTestSuite` cross-file member pointers), okio 0-delta,
redis byte-identical — every new edge verified genuine, zero calls edges
touched, node counts identical.
Full suite 1392 passed. EXTRACTION_VERSION 22 → 23 (re-index to benefit).
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Colby Mchenry
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1f15f93feb |
feat(extraction): PHP string/array callables + Ruby lifecycle-hook symbols (#811)
The last two deferred callback-registration shapes from #756, each scoped to positions where the reference is trustworthy: PHP — a string is a callable ONLY in a known callable position: - string args of core HOFs (usort, array_map, array_filter, call_user_func*, preg_replace_callback, spl_autoload_register, set_error_handler, … — PHP_CALLABLE_HOFS): ungated (PHP globals are referenced cross-file without imports) + resolution unique-or-drop, function-kind only ('Cls::m' strings resolve qualified) - array callables anywhere in call args: [$this, 'method'] routes through the class-scoped this. resolver (parents included); [Foo::class, 'method'] resolves qualified - strings to arbitrary functions: deliberately nothing Ruby — hook-DSL symbols name a method of the enclosing class: (skip_)?(before|after|around)_* / validate / set_callback / helper_method / rescue_from(with:) symbols → class-scoped this.<sym>, riding the supertype pass so `before_action :authenticate` in a controller resolves to ApplicationController's method. `validates` (plural) excluded — its symbols name ATTRIBUTES. Class-body-level hooks attribute to the CLASS node (the scoped resolvers now accept class-like from-nodes). Also hardened while validating: the this.X supertype pass is now NODE-anchored — file-anchored class node → implements/extends edge targets → contains-anchored member lookup — replacing the name-keyed getSupertypes walk, which unioned every same-named class's parents (rails has a dozen `Engine`s) and produced a cross-class wrong edge. A/B vs main: WordPress +556 (14/14 sampled genuine — [$this,'m'] wiring, array_map('absint',…), sodium polyfill call_user_func_array dispatch); rails/rails +385 after the node-anchored fix (16/16 sampled genuine, incl. inherited hooks across real extends edges); controls byte-stable (excalidraw 0-delta, redis identical, typeorm keeps its +4 inherited getters). The only calls-edge deltas anywhere are pre-existing minified-bundle resolution jitter (wp-tinymce.js single-letter symbols). Full suite 1391 passed. EXTRACTION_VERSION 21 → 22 (re-index to benefit). Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby Mchenry
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38095aa95b |
feat(resolution): inherited this.X, Java/Kotlin cross-file method refs, Swift type scoping (#810)
Three callback-registration shapes deferred from #756/#808, one arc: 1. INHERITED this.X (TS/JS + every this.-routed language): a `this.<member>` registration whose member isn't on the enclosing class defers to a second pass (resolveDeferredThisMemberRefs — in-memory like deferredChainRefs, runs after implements/extends edges persist, same lifecycle as the #750 conformance pass) and resolves up the supertype chain, depth-capped BFS, validated targets only. `bus.on("submit", this.handleSubmit)` in a subclass links to FormBase::handleSubmit; same-named methods on unrelated classes never match. this.-prefixed candidates skip the extraction name gate (an inherited member can't be in definedHere). 2. JAVA/KOTLIN qualified method refs: `Handlers::onMessage` / `OtherClass::handle` emit QUALIFIED names resolved by the scoped suffix-matcher — cross-file capable, gated on the scope name being a same-file type or an imported name (dotted JVM imports now contribute their last segment). `this::m` and `super::m` route through the class-scoped resolver (super rides the supertype pass). References through a VARIABLE (`subscriber::onNext`) deliberately produce nothing — receiver type is unknowable; RxJava's baseline bare capture was resolving these to same-named same-file methods (a test method "registering" an anonymous class's onNext) — the rework drops 18 such wrong edges and keeps the 7 genuine Type::method refs RxJava's main tree actually has. 3. SWIFT enclosing-type scoping (implicit self): bare callback names match methods only of the from-symbol's own type (extension/nested scopes reconciled by suffix), and top-level code never matches methods. Alamofire: −44 wrong edges (parameters like `request`/`data`/`retrier` resolving to same-named methods on unrelated protocols), all verified; the same-class param collision (`task`) remains and is documented. New ResolutionContext.getNodeById lets matchers derive the from-symbol's class scope. Controls: redis/fmt fnref edges byte-identical; excalidraw stable; typeorm +4 genuine inherited-getter dependencies; zero calls edges changed on any of 7 A/B repos; nodes identical everywhere. Kotlin companion-object members extract unqualified (pre-existing) so `Type::companionFn` stays silent rather than guessing — documented. Full suite 1389 passed. EXTRACTION_VERSION 20 → 21 (re-index to benefit). Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby Mchenry
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38eb4e688c |
fix(extraction): classify TS/JS class fields by value — properties, not methods (#808) (#809)
Every TS `public_field_definition` / JS `field_definition` extracted as a
method-kind node, so a plain field (`public fonts: Fonts;`) was reported
as callable: class shape was misrepresented, kind-based filtering was
defeated, and bare-name call resolution landed on data fields — typeorm's
boolean `ColumnMetadata::isArray` field was soaking up Array.isArray(...)
call edges (685 such wrong edges on typeorm alone).
Classification now follows the VALUE (classifyMethodNode hook, mirroring
resolveBody's callable detection): arrow-function / function-expression
fields and HOF-wrapped ones (`onScroll = throttle(() => {…})`) stay
methods with their bodies walked; everything else becomes a property that
keeps its type-annotation references edge, visibility, static-ness, and
decorators. Field initializers are now walked too (`history =
createHistory()` attributes the call to the property — previously
invisible), and JS class fields — whose name lives in the grammar's
`property` field, so they never extracted a symbol at all — now appear in
the graph (resolveName on the JS extractor).
With fields correctly kinded, `this.X` callback registration is re-enabled
for TS/JS (removed in #807 because field pseudo-methods made it mostly
wrong): `this.<member>` candidates resolve CLASS-SCOPED
(resolveThisMemberFnRef) — the target must be a function/method sharing
the from-symbol's qualified-name class prefix, same file, no fallback —
so `addEventListener("online", this.onOfflineStatusToggle)` and API-object
wiring (`{ mutateElement: this.mutateElement }`) produce registration
edges to the enclosing class's own method, while `this.fonts` (a
property) and inherited/unknown members yield no edge.
A/B (baseline = #807 main): excalidraw / typeorm / express — node counts
identical on all three; kinds shift method→property only (typeorm: exactly
7,406 swapped; excalidraw also corrects 5 anonymous-class mock fields that
were function-kind); every one of the 736 dropped call edges targeted a
node that is now a property (calls into data fields — verified 100%);
gains are retargets to real callables, initializer-call attributions, and
+74/+7 class-scoped this.X registration edges (sampled: addEventListener/
removeEventListener wiring, imperative-API method maps). Full suite green
(1386).
EXTRACTION_VERSION 19 → 20 (re-index to benefit).
Closes #808
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
|
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|
Colby Mchenry
|
8a114ba53c |
feat(extraction): capture function-as-value — callback registration sites in callers/impact (#756) (#807)
A function name used as a VALUE — passed as an argument
(signal(SIGINT, handler), qsort(..., compare)), assigned to a function
pointer or field (ops->recv_cb = my_cb, OnClick := Handler), or placed in
a struct initializer / handler table ({ .recv_cb = my_cb },
{ "get", getCommand }) — produced no edge in ANY of the 19 tree-sitter
languages, so registered callbacks looked dead and their registration
sites were invisible to callers/impact.
This adds table-driven function-as-value capture across all 19 languages
(plus the wrapper forms: &fn, &Cls::method, Java Class::m, Kotlin ::f,
Swift #selector, ObjC @selector, Ruby method(:sym), Scala eta, Pascal
@Handler), gated at extraction (same-file definitions + imported
bindings; C-family file-scope initializers are constant-expression
contexts and skip the gate, which is how redis-style cross-file command
tables resolve), and resolved by a dedicated strategy: function/method
targets only, same-file first, unique-or-drop cross-file, no fuzzy
fallback ever. Edges persist as kind 'references' with metadata.fnRef,
so getCallers/getImpactRadius surface them with zero graph-layer
changes; MCP callers/callees label them "via callback registration".
Precision rules bought by real-repo false positives (full A/B record in
docs/design/function-ref-capture.md): C++ is &-explicit outside
file-scope tables (fmt's begin/out/size collisions; out-of-line member
defs are function-kind); TS/JS/Python bare ids resolve to functions only
(TS class fields extract as method-kind — pre-existing quirk); Swift
refuses same-file method overload-families; param-forward shapes
(this.x = x, value: value) and destructuring are skipped; minified
bundles (*.min.js) produce no candidates.
Validated on 17 public OSS repos (redis, excalidraw, gin, bytes, okhttp,
okio, Alamofire, flask, sinatra, Newtonsoft.Json, scopt, provider,
busted, Fusion, AFNetworking, PascalCoin, fmt): node counts identical,
zero calls edges lost or gained, references strictly additive
(+3,200 registration edges total), precision spot-checked by reading
sampled source lines (redis 30/30, flask 8/8). Deliberately NOT covered:
indirect-dispatch resolution (o->cb(x) → impl) — that needs data-flow
through struct fields, and a wrong edge is worse than none.
EXTRACTION_VERSION 18 → 19 (re-index to benefit).
Closes #756
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
|
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Colby Mchenry
|
0b3f3f969c |
docs(design): Pascal free-routine call attribution fixed (#795) (#796)
Records the second Pascal call-coverage follow-up (#795): a free routine defined only in the implementation section now gets a function node so its body's calls attribute to it, not the file. EXTRACTION_VERSION 18. Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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|
Colby Mchenry
|
5342f7a93e |
docs(design): Pascal paren-less method calls now extracted (#793) (#794)
Updates the chained-call design doc: the Pascal paren-less-call follow-up is done (#793) — `Obj.Free;` / `TFoo.GetInstance.DoIt;` are now extracted (scoped to statement position so field/property accesses aren't mistaken for calls). PascalCoin +1131/-1. EXTRACTION_VERSION 17. Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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|
Colby Mchenry
|
4c35b72136 |
docs(design): Pascal/Delphi chained calls shipped (#791) — 13 languages (#750) (#792)
Updates the chained-call design doc: Pascal moves from "blocked" to covered (#791) — the earlier "blocked" read was wrong, caused by probing only the paren-less form. 13 languages now shipped; EXTRACTION_VERSION 16. Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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|
Colby Mchenry
|
a4d19a5ed8 |
docs(design): record the chained static-factory call resolution mechanism (#750) (#787)
A checked-in design doc for the #645/#608/#750 chained-call mechanism — the permanent, discoverable record the work previously lacked (it lived only in git history, the tracking issue, and an untracked scratch handoff). Covers the 3-part mechanism, the three shared resolvers + receiver styles, the per-language coverage matrix (12 shipped with A/B results), the conformance pass, and the full 21-language README classification (incl. why TypeScript + Luau were skipped and Pascal is blocked). Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Colby Mchenry
|
1983590533 |
feat(mcp): codegraph_node reads files like the Read tool — offset/limit, byte-parity (#738)
Makes codegraph_node a drop-in faster Read for indexed source files (file-read mode: <n>\t<line> like Read, offset/limit, + blast-radius header; symbolsOnly for the map). Fixes the old file-view dropping imports/line-numbers. #383/#527 preserved. Validated by A/B: explore/node already return source + line numbers, so Read=0 when used. Includes the A/B eval harness scripts. Full suite green (1270). |
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|
Colby Mchenry
|
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 Mchenry
|
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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Colby Mchenry
|
3a1ddf41cd |
feat(mcp): trace relevance + closure-collection + god-file rendering + cold-start handshake (#580)
Trace endpoint relevance (overloaded names resolve to the real implementation instead of an empty protocol/delegate stub), Swift closure-collection synthesizer, multi-phase god-file explore rendering, and serve --mcp cold-start handshake sped ~811ms→~90ms (proxy answers initialize/tools-list locally). Full suite green (1090 pass). |
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|
Colby Mchenry
|
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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|
Colby Mchenry
|
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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|
Colby Mchenry
|
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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|
Colby Mchenry
|
2543ae565a |
feat(java): trace Spring/MyBatis enterprise flow end-to-end (#389) (#468)
Closes three gaps that broke `trace(controller, mapper-xml)` on real Spring +
MyBatis projects:
1. **Field-injected concrete-bean trace.** Java `this.<field>.method()` is
unwrapped at extraction (was surfaced as `this.<field>.method` and dropped
through every name-matcher strategy). The receiver name is then looked up
in the enclosing class's field declarations to get the declared type and
resolve the method on it. Closes the controller→bean hop when the field
name doesn't capitalize to the type (`userbo` → `UserBO`). General Java
fix, not Spring-specific.
2. **MyBatis XML mapper as a first-class language.** New extractor parses
`<mapper namespace="..."><select|insert|update|delete|sql id="X">` and
emits method-shaped nodes qualified as `<namespace>::<id>`, plus
`<include refid="X"/>` references to `<sql>` fragments. Non-mapper XML
(pom, log4j, web.xml) → file node only. A new synthesizer
(`mybatisJavaXmlEdges`) joins Java mapper methods to XML statements by
suffix-matching qualified names. Ambiguous simple-name collisions dropped
for precision.
3. **Spring `@Value`/`@ConfigurationProperties` → application config.**
`application.{yml,yaml,properties}` + profile variants parse on the
framework path; each leaf key becomes a `constant` node qualified by its
dotted path. `@Value("${k}")` / `@Value("${k:default}")` and
`@ConfigurationProperties(prefix="X")` emit binding nodes that resolve
with Spring's relaxed binding (kebab↔camel↔snake).
Validated on macrozheng/mall-tiny: full chain
`UmsRoleController.listResource → UmsRoleService.listResource → impl →
UmsResourceMapper.getResourceListByRoleId → XML <select>` connects across 5
hops via static + synthesized edges. 11/11 @Value annotations resolved
(incl. `@ConfigurationProperties(prefix="secure.ignored")`); 6/6 custom-SQL
mapper methods bridge to XML.
Tests: 4 new integration tests in frameworks-integration.test.ts. Full
suite: 1005 passed.
Docs: CHANGELOG `[Unreleased]` entry + dynamic-dispatch-coverage-playbook
narrative + matrix row.
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
|
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|
Colby Mchenry
|
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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|
Colby Mchenry
|
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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