dkoosis / snipe

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      "pushed_at": "2026-07-28T01:27:24Z",
      "created_at": "2026-01-14T01:39:39Z",
      "owner_type": "User",
      "updated_at": "2026-07-28T01:26:58Z",
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    "owner": {
      "blog": null,
      "name": "David Koosis",
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      "company": "Visible Venture",
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      "releases": [
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-07-19T23:18:49Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-03-05T17:40:20Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-03-05T07:59:23Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-02-26T16:42:43Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "ed0f3769ef8892688e7d18bc2d00be7a368d7de6",
          "body": "* feat(triage): one-call triage facts for a file set (sn-zjwh)\n\nsnipe triage <file...> --format=json bundles the three reads cc-plugins'\nsignificance.sh makes per triage — hotspot row (score/fan_in/cyclo),\ntest-proximity, and real Go package count — into one call. Facts only; no\nband/route decision \n[…]\njected: standard-envelope wrap (bespoke facts-only struct is the\ndeliberate bash-gate contract, pinned in the bead). Deferred: package\nresolution for symbol-less files (no files.pkg column; new bead).",
          "is_bot": false,
          "headline": "feat(triage): one-call triage facts for a file set (sn-zjwh) (#212)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-28T01:26:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "42d59ec91e7397ee15e9463ee56a2dbc2539d08d",
          "body": "* feat(doctor): --probe live-checks external API keys (sn-none)\n\nsnipe doctor verified only that credentials were present, not that they\nwork. Add embed.LiveProbe — one minimal Voyage request that proves the\nkey is valid and the endpoint reachable — behind a --probe flag (default\noff, keeps doctor n\n[…]\nth code EMBED_PROBE_FAILED so doctor exits non-zero.\n\nVoyage embeddings is snipe's only external API dependency.\n\nCloses: none\n\n* refactor(embed): wrap LiveProbe errors with phase context (CodeRabbit)",
          "is_bot": false,
          "headline": "feat(doctor): --probe live-checks external API keys (#211)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-28T00:38:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "fb02ba19c5bbced58566b200787edb67f64fe2b4",
          "body": "…2h) (#210)\n\nA no-hit query serialized results as null in --format json, forcing every\nJSON consumer to null-guard where an empty array would not (AXI #5,\ndefinitive empty states). Add Response[T].MarshalJSON to normalize a nil\nslice to [] at the single marshal point, so every command inherits it.\n\nBlackbox regression guard: search <no-match> must emit results:[].",
          "is_bot": false,
          "headline": "fix(json): emit results:[] not null on valid-but-empty answers (sn-wa…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T23:41:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83996b7845d2e4f013a03bf7424695d42b90562e",
          "body": "…rompt keyring (#209)\n\nExit codes (0 success / 1 error envelope / 2 usage), truncation markers that name the recovery lever, and env-first credential resolution so automation never prompts. Plus review hardening: wrapped keyring-store error + a guard test asserting the keychain is never opened when the env key is set.\n\nCloses: sn-9jaa, sn-9gtb, sn-gpxw",
          "is_bot": false,
          "headline": "Close 3 AXI agent-ergonomics gaps: exit codes, truncation hints, no-p…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T23:18:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bda0b2c00156edc4735fbb21b226f0c79b99ece",
          "body": "* feat(verify): ripple + uncovered structural warnings (sn-8f6q.4)\n\nExtend `snipe verify` with a second cheap static warning beside the\nexisting uncovered-symbol signal:\n\n- ripple: a changed EXPORTED func/method with direct call sites in files\n  the diff never touched. verifyBuildRipple queries Find\n[…]\nrom an un-touched sibling file in the same package is a real ripple the\nexported-only filter missed. Drop the filter (and the now-dead\nverifyIsExported helper); add a blackbox test. (codex PR #204 P1)",
          "is_bot": false,
          "headline": "feat(verify): ripple + uncovered structural warnings (sn-8f6q.4) (#204)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T18:26:00Z",
          "body_truncated": true,
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        },
        {
          "oid": "83d9bcfd95a5549137ed70459ebff3dfe14210fe",
          "body": "…6q.9) (#206)\n\n* feat(index): index inline fixture-path literals for plan churn (sn-8f6q.9)\n\nThe string_refs extractor indexed only two literal shapes — os.Getenv-family\nargs (kind=env) and named string consts (kind=const) — so `snipe plan`'s churn\ndetector missed inline fixture-path arguments like\n\n[…]\nrt it fresh while missing WILL CHURN paths until each test\nhappened to change (or --force). Bumping the file-metrics generation forces\nthe one-time full reindex that backfills them. (codex PR #206 P1)",
          "is_bot": false,
          "headline": "feat(index): index inline fixture-path literals for plan churn (sn-8f…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T18:25:58Z",
          "body_truncated": true,
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        {
          "oid": "381f1dd6d118a023991b12b396a7589ba29be504",
          "body": "… (sn-8f6q.8) (#208)\n\n* fix(plan): surface test-file call sites beyond FindTests' 2-hop reach (sn-8f6q.8)\n\nOn the signature and delete (MustRemove) paths, plan dropped every _test.go\nref (planFilterRefs(refs,false)) on the assumption the TESTS section recovered\nthem. But TESTS uses FindTests — a 2-h\n[…]\numented 'cap total call sites emitted' contract (commands.go).\nSplit the cap: prod takes its share first, test gets the remainder. Adds\na blackbox test asserting the combined bound. (codex PR #208 P2)",
          "is_bot": false,
          "headline": "fix(plan): surface test-file call sites beyond FindTests' 2-hop reach…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T18:25:55Z",
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        },
        {
          "oid": "ce6d1d22bfb35b7a2cf7735cec179dc193aa49eb",
          "body": "…xen) (#205)\n\nFindOverlappingSymbols ran its predicate-batch loop as N separate\ndb.Query calls, each its own implicit transaction. On a large diff\n(>250 changed hunks/files, past overlapBatchPredicates) the query\nsplits into multiple batches; a concurrent writer — e.g. a reindex in\nWAL mode — could \n[…]\nency guarantee is\nstructural (verified by construction); a deterministic mid-loop-writer\ntest isn't feasible without a flaky timing hook, so it's documented in\na code comment instead.\n\nCloses: sn-5xen",
          "is_bot": false,
          "headline": "fix(query): wrap FindOverlappingSymbols batch loop in a read tx (sn-5…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T18:25:52Z",
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        },
        {
          "oid": "d961e4f3634c7f0e4c0f0ebdf4a13ab1ac34a76f",
          "body": "Give every user-facing + hidden command in cmd/cli.go a testscript (.txtar)\nsmoke test asserting exit code + one stable default-surface line. Audited the\nfull command set against BOTH harnesses: only hotspots, sensitive, and guard\nwere covered by neither blackbox nor txtar — those are the primary co\n[…]\n/ tests / show: no diff / no _test.go / stable hex ID on this fixture\n  -> graceful degrade path (JSON contract lives in blackbox).\n\nmake audit: green (race, blackbox, govulncheck).\n\nCloses: snipe-p61",
          "is_bot": false,
          "headline": "test(cli): txtar smoke suite for uncovered commands (snipe-p61) (#207)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T18:25:50Z",
          "body_truncated": true,
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        },
        {
          "oid": "a141cd8c1e8d779d83e9877037af506e3a105ca8",
          "body": "…) (#203)\n\n* feat(plan): golden/testdata churn detection for snipe plan (sn-8f6q.6)\n\nReplace the planGoldenPlaceholder stub with real \"WILL CHURN\" detection.\nFor each covering test file, FindChurnLiterals extracts testdata/ and\n.golden path literals from string_refs (reusing the lits infra), deduped\n[…]\n call-site count), list shows the capped subset +\n  '+N more' footer.\n\nDeclined: Gemini args pre-alloc nit (capacity already reserved via\nmake(...,0,cap); append never reallocs — pure style, no gain).",
          "is_bot": false,
          "headline": "feat(plan): golden/testdata churn detection for snipe plan (sn-8f6q.6…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T17:18:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5014d91c9c931cc741ede4779625853b580b962b",
          "body": "Claude-Session: https://claude.ai/code/session_01QibjBCib4Su3E7kLiKmcnq",
          "is_bot": false,
          "headline": "chore: wrap — drop closed bead ref from boot lane",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T14:14:13Z",
          "body_truncated": false,
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        },
        {
          "oid": "e452eef703dc5728f9de728131d52931df110c5f",
          "body": "- boot.md: #202 merged, sn-8f6q.5 closed; add ↑ so-that rung; 6 ready.\n- .gitignore: sn-nduv/ + sn-8f6q.5/ bd worktree dirs.\n- eval task_status: current run snapshot.\n\nClaude-Session: https://claude.ai/code/session_01QibjBCib4Su3E7kLiKmcnq",
          "is_bot": false,
          "headline": "chore: refresh boot lane + ignore bd worktree dirs",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T13:56:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2c03869c60439cd7948d9906b64ef2835d239b5",
          "body": "* feat(plan): snipe plan — ordered edit worklist for a proposed symbol change (sn-8f6q.5)\n\nNew command 'snipe plan <sym> --change=signature|behavior|delete': emits the\nordered edit worklist fusing def site, call sites grouped by package (with\nrefs.ast_ctx context), and covering tests (direct then tr\n[…]\nymbol covered by >500 tests is not a real case, and the guard\nrisks a false \"truncated\" note at exactly 500.\n\nmake audit green.\n\nClaude-Session: https://claude.ai/code/session_01QibjBCib4Su3E7kLiKmcnq",
          "is_bot": false,
          "headline": "feat(plan): snipe plan — ordered edit worklist (sn-8f6q.5) (#202)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T12:15:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9d7b473e8db9dc901b7b2798b1f7c29274918a06",
          "body": "…on-open",
          "is_bot": false,
          "headline": "docs: seed NORTH_STAR ★ + roadmap — station map for the derived sessi…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T11:45:21Z",
          "body_truncated": false,
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        },
        {
          "oid": "9dc7e5d6754feda9bc394fde197a1be90be57e3a",
          "body": "…-nduv) (#201)\n\n* chore(embed): drop deprecated plaintext credentials-file fallback (sn-nduv)\n\nKeychain-first resolution (#200) made ~/.config/snipe/credentials the last\nof three legs. Remove it entirely: keychain + SNIPE_VOYAGE_API_KEY env are\nnow the only paths. Deleted credentialsPath()/loadCrede\n[…]\n Regression guard: a planted credentials\nfile must not satisfy HasCredentials/resolveCredentials.\n\nCloses: sn-nduv\n\n* docs(embed): drop stale credentials-file mentions from resolveCredentials comments",
          "is_bot": false,
          "headline": "chore(embed): drop deprecated plaintext credentials-file fallback (sn…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-21T00:52:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1d84e64b23ec89283ef4ded126a966f9535c3fa7",
          "body": "…s for keyring doctor",
          "is_bot": false,
          "headline": "chore: add keyring.json manifest — declares expected keychain account…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T18:21:21Z",
          "body_truncated": false,
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        },
        {
          "oid": "7c3517661a5cfe508be2d7f60c8e7b975314025c",
          "body": null,
          "is_bot": false,
          "headline": "fix: repin dkoosis/keyring v0.1.0 to retagged public-release squash hash",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T17:44:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "93cbb6f48582c902847006949919013bd0e01544",
          "body": "…eue updated",
          "is_bot": false,
          "headline": "chore: refresh boot lane — #196-#200 landed, keyring public, ready qu…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T17:10:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad8bccfccd85c06a8e95f7a7a9f5a80ca650da42",
          "body": "…gp) (#200)\n\nKeychain-first voyage API key via dkoosis/keyring (now public, v0.1.0). All review feedback resolved: gemini Linux remediation, both codex P2s (ErrUnreadable downgrade, probe-on-off), and codex P1 (private-dep install path — keyring made public). CodeRabbit table-driven test refactor applied.\n\nCloses: sn-8qgp",
          "is_bot": false,
          "headline": "feat(embed): voyage API key keychain-first via dkoosis/keyring (sn-8q…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T16:07:21Z",
          "body_truncated": false,
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        },
        {
          "oid": "2889e89478c9cbcdcb1d6721bfc1fe17b8e87aee",
          "body": "…-33gg) (#199)\n\n* test: guard snipe risk JSON contract (sn-n8re)\n\nGolden blackbox test pinning the cross-repo contract cc-plugins' review-judge\nconsumes: always exactly one result (meta.total==1, never results==[]), stable\n.results[0].{verdict,score,reasons,changed,degraded} field set, degraded=true\n[…]\n semver-guarded field paths, the\nalways-one-result invariant, and degraded trust/fallback semantics for the\ncc-plugins review-judge consumer. Points cmd/risk.go's doc-comment at it and the\nguard test.",
          "is_bot": false,
          "headline": "Harden snipe risk JSON contract: golden guard test + doc (sn-n8re, sn…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T15:01:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3013639c49689b304ad6ee9c8ebf9e53d56095c1",
          "body": null,
          "is_bot": false,
          "headline": "bd: update sync.remote",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T01:12:30Z",
          "body_truncated": false,
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        },
        {
          "oid": "a33f0eb71480315b994285f0cdc2b46ef71e86ec",
          "body": "…198)\n\nAdd ast_ctx filter to the LEFT JOIN ON clause in the three ref_count\naggregates flagged by sn-hmz R-B review (querySymbolRefsByKind and\ngetExtensionPoints in generate.go, GetChangeBoundaries in flows.go).\ngo-statement / channel-op self-refs no longer inflate CONTEXT RANKING\ncounts (D1 orderin\n[…]\nmbols whose only refs are go/chan self-refs\nstill appear with ref_count=0 instead of vanishing from the result set.\n\nOut of scope per bead: FindRefs listing and GetRefCount (handled in\nsn-hmz itself).",
          "is_bot": false,
          "headline": "sn-j2oy: exclude go/chan self-refs from context ranking aggregates (#…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T01:11:38Z",
          "body_truncated": true,
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        },
        {
          "oid": "660654d705166c76611879b40ff30832d89bfb14",
          "body": "…197)\n\nextractConcurrencyRefs covered go-statements, sends (ch <- x), and\narrow-receives (<-ch) but missed `for v := range ch` — a func whose\nonly concurrency signal was a range-receive failed to classify as\nconcurrency.\n\nUses pkg.TypesInfo (already threaded through ExtractRefsFiltered) to\ncheck the\n[…]\nr — in that\ncase for-range receives are simply not detected (no heuristic guess).\n\nclose(ch) already gets ast_ctx=call:close via the existing call-context\npass, so it's out of scope here per the bead.",
          "is_bot": false,
          "headline": "sn-v84m: classify for-range channel receives as concurrency signal (#…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T01:11:36Z",
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        },
        {
          "oid": "a92b42f0baa0b7ff32f1c89986a11b21da0581d5",
          "body": "…smatch (#196)\n\n* sn-za8p: canonicalize project root/file paths to fix symlink query mismatch\n\n`snipe index <path>` resolved an explicit path arg via filepath.Abs +\nFindProjectRoot with no symlink resolution, while query commands resolve\nroot via os.Getwd(), which macOS returns already kernel-canoni\n[…]\ncalize after resolving to absolute. dir is already\ncanonical (FindProjectRoot), so the common case is unchanged; this closes the\nnarrow intra-repo-symlink gap and makes behavior uniform.\n\nCloses: none",
          "is_bot": false,
          "headline": "sn-za8p: canonicalize project root/file paths to fix symlink query mi…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T01:11:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c814122a0268a4bc99e602a27b0776261ee13e1",
          "body": "…ve 1 (DeepCaiman lane)",
          "is_bot": false,
          "headline": "chore: wrap session — v0.2.0 release, cc-plugins contract, backlog wa…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-20T00:44:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "f944661b81dd028399d42fdecc89f6e9ed3e72c7",
          "body": "…hain bump) (#195)\n\n* bd: clear sync.remote\n\n* fix: isolate git-fixture tests from ambient hooks + bump toolchain past GO-2026-5856\n\nTwo independent gate (make audit) failures blocking a snipe release:\n\n1. Fixture tests in internal/gitchurn, internal/risk, test/blackbox spin up\n   throwaway git repo\n[…]\nfixture repo.\n2. govulncheck flagged GO-2026-5856 (crypto/tls ECH privacy leak) reachable\n   via embed.BatchClient.DownloadFile; fixed in go1.26.5. Bump go.mod\n   toolchain directive.\n\nCloses: sn-4jog",
          "is_bot": false,
          "headline": "fix: green the release gate (test hook isolation + GO-2026-5856 toolc…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-19T23:15:15Z",
          "body_truncated": true,
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        },
        {
          "oid": "84ab7445e245356aae1d54da804cbca4aab138f6",
          "body": null,
          "is_bot": false,
          "headline": "docs: track north-star-mini (product vision one-pager)",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-13T02:51:41Z",
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        },
        {
          "oid": "265e1a504105646829b56a838affea7bb068da8a",
          "body": "…#194)\n\n* sn-hmz: emit go-stmt/channel-op indexer signal + wire concurrency-role recall\n\nAdds ast_ctx=\"go\"/\"chan\" to internal/index/refs.go: a new ast.Inspect pass\nin ExtractRefsFiltered emits a synthetic ref per go-statement/channel\nsend/receive, self-attributed (symbol_id == enclosing_id == the en\n[…]\nn self-refs — asserts\nGetRefCount == 1 (not 3) and FindRefs returns only the genuine ref.\n\nF2 [P2]: tighten CtxChan doc comment — for-range receives and close() are\nnot captured (deferred to sn-v84m).",
          "is_bot": false,
          "headline": "sn-hmz: go-stmt/channel-op indexer signal + concurrency-role recall (…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-13T02:47:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "699b5c48d162606cb3cdda64089b3c369ff6fba6",
          "body": "* sn-8f6q.3: add snipe verify — diff → minimal covering test set\n\nWires diff acquisition (internal/risk), hunk→symbol overlap, and\nsymbol→test lookup (both internal/query) into a new read-only `snipe\nverify` command: maps a working-tree or --base diff to the minimal\n`go test -run '...'` invocations \n[…]\nline assertion to the\n  anchored shape.\n- cosmetic: moved cmdNameVerify after cmdNameTypes to restore the\n  alphabetical run.\n\nmake check green; blackbox Verify (4 tests) green; help golden unchanged.",
          "is_bot": false,
          "headline": "sn-8f6q.3: add snipe verify — diff → minimal covering test set (#193)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-13T02:47:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a08a28799047e46dba7c25b352b9d6df2eccf91b",
          "body": "…e diffs (#192)\n\nA single OR-joined query (one predicate per stale file/merged fresh range)\ncan blow SQLite's vendored host-parameter cap (999) and MAX_EXPR_DEPTH\n(1000) on a pathological diff with 1000+ disjoint hunks.\n\nFlatten the WHERE into a flat predicate list (stale files: one `path = ?`\npredi\n[…]\nntity\ntest (covers cross-batch dedupe via a symbol hit by two hunks in different\nbatches), cap=1 many-stale-files batching test, and an edge test for the\nchanges-present-but-empty-ranges early return.",
          "is_bot": false,
          "headline": "sn-8f6q.7: chunk FindOverlappingSymbols into batched queries for larg…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-13T02:47:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "71c5d174ba7fc2c90264708304d955e30ba64898",
          "body": "…-8f6q.1, .2) (#191)\n\n* sn-8f6q.1: working-tree diff mode in internal/risk/diff.go\n\n* sn-8f6q.2: hunk-symbol overlap query with staleness fallback\n\n* sn-8f6q.1: drop dead msg param in commitAll test helper (unparam)\n\n* review: robust untracked-path split + range-merge (sn-8f6q.1, .2)\n\nApplies accept\n[…]\n fallback (Gemini) — the empty-tree object\nisn't materialized in a fresh repo (verified 'fatal: bad object'); unborn HEAD\nis a non-use-case for verify. Deferred: full param/expr-depth chunking → bead.",
          "is_bot": false,
          "headline": "snipe verify foundations: working-tree diff + hunk→symbol overlap (sn…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-12T20:42:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bab0b1255b7a234cd97746a5733ebede7e6f96eb",
          "body": "* feat(risk): calibrate high cutoff 5→7 via 20-PR replay (sn-tgra)\n\n20-PR trixi replay at scoreHigh=5 read 5H/3M/8L — three small PRs (4-5\nfiles) tripped high(6) via central+role:persistence+blast+churn, i.e. any\nchange to a central persistence symbol read high regardless of breadth.\nRaise scoreHigh\n[…]\n\n- require jq up front (silent miss → every merge reads bogus low/0)\n- track compiled bin in cleanup trap (was leaking MBs per run)\n- register trap before go build so a failed build can't orphan temps",
          "is_bot": false,
          "headline": "feat(risk): calibrate high cutoff 5→7 via 20-PR replay (sn-tgra) (#190)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-12T18:16:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f9053341175ced9001934c488c34befd06c5c676",
          "body": "* feat(eval): enforce gates + MRR rank-quality floor (sn-4bxp)\n\nThe eval had no gates — File/Symbol/Eff targets and PASS/FAIL labels were\ncosmetic; only benchmark.yaml parse errors failed the build. Binary metrics\nare also saturated at 100%, so they no longer discriminate.\n\n- enforceGates(): t.Error\n[…]\ned as a magic literal in both. (CodeRabbit + Gemini)\n\nDeclined: table-driven refactor of the four check() calls — the closure\nform is already compact; a 4-row struct table adds ceremony without value.",
          "is_bot": false,
          "headline": "feat(eval): enforce gates + MRR rank-quality floor (sn-4bxp) (#189)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-07T15:27:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1cda88a7e1af42e490549a18aec97bcfa4b918c5",
          "body": "- CLAUDE.md traps: eval resolves env → ../<name> → .eval-repos/ (first\n  indexed wins), not siblings-only. Siblings absent → runs use .eval-repos/\n  (zero embeddings). Corpus cobra ≠ snipe's kong framework.\n- boot.md: TameCaribou lane, sn-aa2 done, task_status.txt drift trap.",
          "is_bot": false,
          "headline": "docs(rules): fix stale eval-repo resolution note; land boot rewrite",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-07-07T13:57:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cda9a5906969e8d2ea0c2f294b66f4b047da5a80",
          "body": "Fold bead-DAG centrality into `snipe risk` when the repo carries a\ngit-tracked .beads/issues.jsonl export. Scans the diff's provenance —\nhead branch name + base..head commit messages — for bead-id tokens,\nmatches them against the export (exact, then alias-suffix: sn-aa2 ↔\nsnipe-aa2), and buckets the\n[…]\n owns CI-metadata folding. Absent file → skipped silently.\n\nWeights reuse the existing strong/weak scale; thresholds still\nuncalibrated (sn-tgra). Flag-injection guard mirrors gitDiff.\n\nCloses: sn-aa2",
          "is_bot": false,
          "headline": "feat(risk): opportunistic bead-DAG centrality signal (sn-aa2) (#188)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-06T18:10:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b0b0e880360b156281bc47699f985d47598b37b5",
          "body": "* feat(risk): snipe risk <base> [head] — diff → code-graph risk verdict (sn-v87)\n\nNew 'snipe risk' command: maps a git diff to the changed symbols, fuses the\ncode-graph signals snipe already owns, and emits one repo-agnostic verdict +\nreasons. Consumer: cc-plugins review-judge maps verdict → CI revi\n[…]\nls skips _test.go files — a test edit shouldn't carry a\nproduction role or blast radius (addresses coderabbit's exclusion note at the\nrisk layer rather than making RolesForSymbols drop requested IDs).",
          "is_bot": false,
          "headline": "feat(risk): snipe risk — diff → code-graph risk verdict (sn-v87) (#187)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-06T17:44:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e7764006ce77363984e53d037ce4f8b9e79d781b",
          "body": "…il-guard test (#186)\n\n* perf(context): scoped file→imports cache for risk classification (sn-c8o)\n\ndetectRiskFlags probed the imports table up to 4x per func/method during role\ninference; in --full that's every func/method in the repo. Preload the five\nrisk-relevant packages (sync, sync/atomic, os/\n[…]\nd coverage for GetTypeInfoFromSymbol (sn-4p8)\n\nCovers the new *SymbolRow entry point's nil path (sn-btq, #184). The pid<=0 /\nWindows ErrPermission guards from sn-4p8 already shipped in 951bf23 (#184).",
          "is_bot": false,
          "headline": "perf(context) + test(query): imports cache for risk classification, n…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-06T15:47:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "770bcadd58f6dc769661371d9cc85e375d4bc4e8",
          "body": "…L idiom (#184)\n\n* fix(kg): make GetHints orca-shim test timeout load-independent (sn-mo9)\n\n* perf(types): batch GetTypeInfo via *SymbolRow entry point, drop N+1 lookup (sn-btq)\n\n* fix(store): harden lockHeldByDeadProcess (ErrNotExist/EPERM/ESRCH, handle release) (sn-77t)\n\n* chore(store): use NOT EX\n[…]\nelevated\n  holder): the PID resolves to a live process we can't inspect, not a dead\n  one. Return alive so we never reap a live lock.\n\nFrom CodeRabbit (pid<=0) + gemini (ErrPermission) review on #184.",
          "is_bot": false,
          "headline": "fix: /team backlog wave 1 — test flake, N+1 batch, lock hardening, SQ…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-06T15:31:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e2b7fad5ecd73c969677e753401d07e3b53cb92d",
          "body": "…urity_boundary RiskFlags (sn-zd2) (#185)\n\nDefect 1: role now populated on every `context --full` symbol (was boot-only) via\na batch InferRoles map in generateSymbols; test-file symbols default to\napi_boundary so coverage is 100%. Boot key-symbol cap is configurable via a\ndedicated --key-symbols fla\n[…]\nctable from existing signals; concurrency recall is capped to channel\nsignatures + sync-primitive call sites.\n\nContext SchemaVersion 1.0 -> 1.1 (additive: role on --full + risk_flags).\n\nCloses: sn-zd2",
          "is_bot": false,
          "headline": "feat(roles): carry role to --full, --key-symbols cap, concurrency/sec…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-07-06T15:31:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e6df2780cd6dcd98869add5f56dba7a388dcaffa",
          "body": "The bus-factor column (auth) read 2 on every file in this repo. Not a parse\nbug: gitchurn deduped authors by %aN (display name), and the same person had\ncommitted under two names — \"David Koosis\" and \"dkoosis@gmail.com\" — both at\n<dkoosis@gmail.com>. Two names, one human, counted as two.\n\nSwitch the\n[…]\nst stops\ndouble-counting a single contributor.\n\nAdded TestWalkCountsAuthorsByEmailNotName: two commits, two display names,\none email -> Authors == 1. Verified live: every hotspot row now reads auth=1.",
          "is_bot": false,
          "headline": "fix(gitchurn): key author identity on email, not display name (#183)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-29T21:14:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "de257db07c02fab6336cdce26ef915a5c7064089",
          "body": "…aller symbols (#182)\n\n* docs(metrics): cite algorithm sources in complexity/pagerank comments\n\nMcCabe (\"A Complexity Measure\", IEEE TSE 1976) on computeCyclo; Brin & Page\n(WWW7 1998) on PageRank — matches the author+year+title standard already set\nby cognitive.go (SonarSource 2017).\n\n* fix(hotspots\n[…]\nal-complexity, equal-churn, ties, single-row max, and\n  both zero-guards (maxCyclo==0 -> score 0; maxLogChurn==0 -> complexity-only).\n  No divide-by-zero, score stays reconstructable from its columns.",
          "is_bot": false,
          "headline": "fix(hotspots): file fan-in = distinct caller files (Martin Ca), not c…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-29T21:02:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b608b9427f56f6d2d5fa9624dfc9e88771de0600",
          "body": "…x (sn-64a.6) (#181)\n\n* fix(index): backfill file-level risk metrics on a stale existing index (sn-64a.6)\n\nCodex review on #180: when a repo already had an index built before the\nfile-level risk metrics existed, a plain `snipe index` (no source changes)\nhits the skip/incremental path and never popul\n[…]\nker, so the backfill guard\n  would force a full reindex on every run. Gate the check on !skipMetrics.\n- Log a warning instead of swallowing s.SetMeta's error, matching the\n  rest of the metrics block.",
          "is_bot": false,
          "headline": "fix(index): backfill file-level risk metrics on a stale existing inde…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-29T18:17:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f630be0058bec1bd719a6cf10c64aeb5bbf5736d",
          "body": "* feat(churn): index git change-frequency + metrics --kind=churn (sn-64a.1)\n\nAdd the temporal axis of code risk. At index time, walk git history once to\nderive per-file change-frequency — commit count (CodeScene \"revisions\"),\ndistinct authors (bus factor), first/last seen, and a recency-weighted\nsco\n[…]\n6: skip-index path doesn't backfill new file-level metrics\non an existing index — pre-existing \"metrics only on full reindex\" behavior.\n\nRefs: #180 review (chatgpt-codex-connector, gemini-code-assist)",
          "is_bot": false,
          "headline": "Git-aware code-risk metrics (crime-scene model) (#180)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-29T17:44:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fa08ef3ce133ad760c90092766d3e8146ee5830d",
          "body": "- GetAllEmbeddings/GetEmbeddingsByPackage now surface ErrCorruptEmbedding on\n  undeserializable BLOBs, matching GetEmbedding (was silent nil) — #174 review.\n- frontierCallers chunks the IN(...) set at SQLite's 999-var limit so a wide BFS\n  frontier in large repos can't trip 'too many SQL variables' \n[…]\nc\n  sloppyReassign rejects it; explicit 'return err' already feeds the named\n  return before the deferred rollback). Kept a comment explaining why :=.\n\nFollow-up to merged #173/#174/#175. Closes: none",
          "is_bot": false,
          "headline": "fix(store,lifecycle): address PR review feedback on #173/#174",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:55:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "736c091c03e62a36ff7d79cee6a6aaf84c24f4b2",
          "body": "…ewWriter compact param (snipe-x95) (#178)",
          "is_bot": false,
          "headline": "refactor: typed child-table enum, EmbeddingHandler alias, drop dead N…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:49:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "694411514d7edf854f3e4049849f30a410e4b69f",
          "body": "…-reindex crash (snipe-syt) (#175)",
          "is_bot": false,
          "headline": "fix(store): keep imports truncate+repopulate in one tx to survive mid…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:49:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1599c53120e26e93be1da4584d4aa65ea80d7fe0",
          "body": "…no longer hidden in a predicate) (snipe-uap) (#172)",
          "is_bot": false,
          "headline": "refactor(store): make IsIndexing side effect honest (stale-lock reap …",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:49:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9665b16da75b44b3097901c558461d6a6943614",
          "body": "…ent nil (snipe-vv3) (#174)",
          "is_bot": false,
          "headline": "fix(store): surface corrupt-embedding BLOB as an error instead of sil…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:49:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "096d82bd0f43c89785eb5be8f61fb06de6995b5c",
          "body": "…ier primitives (snipe-0fy) (#173)",
          "is_bot": false,
          "headline": "perf(lifecycle,cmd): batch N+1 caller/type queries via existing front…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:49:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2992023c3db698df275a80988e2b38f4ff004a7",
          "body": "…tions (snipe-64y) (#177)",
          "is_bot": false,
          "headline": "test: harden flaky deadlock/goroutine checks + remove evergreen asser…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:49:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d67195a531fdd4d68777c4057f0542a5ed14e073",
          "body": "…e gets disambiguation hints (snipe-ami) (#176)",
          "is_bot": false,
          "headline": "fix(output): populate Suggestions on ambiguous-symbol errors so Claud…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:49:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "753924237649917382b573c480d412066eebe146",
          "body": "…dit on main) (#179)\n\n* test: regenerate blackbox goldens for #170 zero-emit envelope fields (snipe-aox)\n\n* test: regenerate remaining cli_workflows blackbox goldens for #170 zero-emit (snipe-aox)",
          "is_bot": false,
          "headline": "test: regenerate blackbox goldens for #170 zero-emit (unbreak make au…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T21:49:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "680c070d2c817dcdf1ae41344de0c967bb3de9f5",
          "body": "…RROR (#171)\n\nedit: maps edit.ErrSymbolNotFound to NOT_FOUND. search: classifies missing-rg via typed exec.ErrNotFound probe instead of substring-matching the message (fixes misclassification).\n\nCloses: snipe-7rn",
          "is_bot": false,
          "headline": "fix(cmd): route not-found errors to ErrNotFound instead of INTERNAL_E…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T20:23:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f47ee6f3e45a59eaf1ec7dc72dea7924caca5bb1",
          "body": "…d_at (#170)\n\nDrops omitempty from Total/Completed/Failed/Stale and Meta.Offset/Limit so meaningful zeros emit (D4). Makes EmbedStatusResult.CreatedAt a *time.Time so an absent timestamp is genuinely omitted (Gemini review).\n\nCloses: snipe-0xt",
          "is_bot": false,
          "headline": "fix(output): emit meaningful-zero envelope fields; omit absent create…",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T20:23:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbdfb4385c42cd9a70f8c1082e232b76784e8713",
          "body": "Sweeps orphaned call_graph edges in WriteIndexIncremental, mirroring the refs sweep. Fixes monotonic under-reporting of callers/callees/impact.\n\nCloses: snipe-bzw",
          "is_bot": false,
          "headline": "fix(store): sweep call_graph orphan edges on incremental reindex (#169)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-27T20:23:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "368d8f77085939b7ba4eeceddb9dca9926133206",
          "body": "* refactor(index): dedup ExtractLiterals, simplify isTestFile\n\n- ExtractLiterals now delegates to ExtractLiteralsFiltered(.., nil),\n  dropping a copy-pasted loop that double-computed the enclosing map\n- isTestFile uses strings.HasSuffix\n- literalID uses fmt.Appendf (modernize)\n\nCloses: none\n\n* refactor(index): hex-encode only first 8 bytes in literalID\n\nPer Gemini review on #168: hex.EncodeToString(h[:8]) yields the same\n16-char ID as encoding all 32 bytes then slicing, without the wasted work.",
          "is_bot": false,
          "headline": "refactor(index): dedup ExtractLiterals, simplify isTestFile (#168)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-20T19:55:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ed4de0abf90093f0053e9b6516763aaf7b2583c",
          "body": "Hand-authored d2 UML class diagram of snipe's interface surface, with embed relationships corrected per review.\n\nCloses: snipe-sv9",
          "is_bot": false,
          "headline": "docs: UML class diagram of system interface surface (#167)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-20T19:47:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "825bca94361b466b67fde31ab940842a9fddf1e2",
          "body": "stampTier was extracted when two ladder rungs stamped a MatchTier; the\nmethod-by-name rung removal (3069a27) left one caller. A 3-line loop with\none callsite doesn't earn a named helper — inline it.\n\nCloses: none",
          "is_bot": false,
          "headline": "refactor(query): inline single-caller stampTier helper (#166)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-20T19:13:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e5ca121095ce1d468fd82fe77e2ea9f42502b69",
          "body": "10 bug fixes across heal, store-lock, edit, index, search, watch, embed. One commit per bead on the branch; `make audit` green (race + blackbox + govulncheck + eval). Includes two Codex review fixes (P1 persisted-completed batch recovery, P2 search ctx-cancellation reporting).\n\nCloses: snipe-7ba, snipe-dv3, snipe-aj2, snipe-er5, snipe-4gz, snipe-l6a, snipe-1vi, snipe-apz, snipe-rqo, snipe-8el",
          "is_bot": false,
          "headline": "fix: drain go-bug-audit bug backlog + Codex review fixes (#165)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-20T08:59:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4dc69d1711b639dc61f87da1d027058417a1c2ab",
          "body": "…pe-ffj)\n\nPhase 3b graded marker. When ripgrep returns zero and search substitutes the\nnearest embeddings (usedFallback), emit '! semantic:0.62' carrying the top\nhit's cosine. Closes the Phase 0 gap: search.go:92 sets Result.Score but\ndefault Claude output drops it, so the substitution's strength wa\n[…]\ntual query ->\n! semantic:0.67/0.45; literal hit -> silent. Tests: embed.TestSearch_Top-\nResultCarriesCosineScore (score produced), output.TestClaudeSemanticMarker\n(rendered + raw Score still dropped).",
          "is_bot": false,
          "headline": "feat(search): emit ! semantic:N marker on pure semantic fallback (sni…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-19T17:30:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3069a277536e74b207a5365e97c527b379b6f2d5",
          "body": "…-ffj)\n\nlookupMethodByName could never return rows: the exact-name query has no kind\nfilter and methods are stored bare-named, so a bare method name already\nresolves at the exact rung. The fallback shared the same name=? predicate and\nnever added results. Drop it plus the inert method-match marker; \n[…]\nlive degraded rung in def's simple ladder.\n\nBare method lookup (def LoadLines -> (*FileCache).LoadLines) verified intact.\nEval unchanged (cobra-search-02 fails identically before/after; pre-existing).",
          "is_bot": false,
          "headline": "refactor(query): remove unreachable method-by-name lookup rung (snipe…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-19T17:30:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5677f01f09861a9ae0eee37ff40fcfb0fda047ab",
          "body": "…nipe-ffj)\n\nPhase 3 categorical markers. Transient SymbolRow.MatchTier stamped on the\ncase-insensitive fallback rung in lookupSimple; def maps it to ! ci-match on\ndefault output. Silence still = served (D4: exact path pays zero). Lets ferret\ntell a served query from a substituted one.\n\nmethod-by-name rung also plumbed (! method-match) but currently unreachable:\nthe exact-name query has no kind filter and methods are stored bare-named, so\nexact already catches them before lookupMethodByName runs.",
          "is_bot": false,
          "headline": "feat(query): emit ! ci-match self-assessment marker for def ladder (s…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-19T17:30:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4632f24007a90e9cf7cafb24f157e0a1b7320c03",
          "body": "Completes the CI-economy port (addendum to #163).\n\n- .github/pull_request_template.md: What / Beads (Closes: <ids|none>) /\n  Notes. Adapted from trixi; dropped its wt-land mention (snipe has none);\n  comment points at session-protocol.md.\n- session-protocol.md: add the PR↔beads rule next to batching — every PR\n  body carries a Closes: trailer; on merge close beads with the ref; no\n  merge-then-forget. Aligned batching to \"one commit per bead\" (snipe uses\n  beads).\n\nCloses: none",
          "is_bot": false,
          "headline": "chore: add PR template + PR↔beads Closes-trailer rule (#164)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-19T13:44:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9c5c0fea6edee12f9e9c40d46ae6762b1f46e2f",
          "body": "Port trixi's CI-economy convention to snipe.\n\n- codex-review.yml: switch trigger from `on: pull_request` (auto-fire on\n  >=50-line / `codex-review`-label PRs) to `on: issue_comment`, gated on a\n  `@codex review` comment. Adds issue_comment plumbing: resolve PR base ref\n  via `gh api`, checkout `refs\n[…]\n rule doc (Codex section only; snipe\n  has no macOS leg).\n- session-protocol.md: port the \"batch small fixes -> one PR / auto-batch\"\n  convention into the Workflow section (snipe's dev-workflow home).",
          "is_bot": false,
          "headline": "ci: move Codex review to comment-model + port CI-on-demand rules (#163)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-19T13:38:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e3d58113de2ceae33feff2f0cfa739f0ebcc994",
          "body": null,
          "is_bot": false,
          "headline": "ci: add advisory Codex PR review (gated: not-draft + main + meaty/label)",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-18T01:51:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a27028338682eeb817435b680a26b89e89afe9b6",
          "body": "Index-global degraded marker: when the open index holds zero embeddings,\nsemantic resolution is unavailable, so every query command appends\n`! noembed` to its default-output meta line. Lets ferret/eval separate\ngenuine misses from semantic-unavailable repos.\n\nStamped once in OpenStore (the universal\n[…]\nough OpenStore and stay\nsilent. Existence check (LIMIT 1), not COUNT, keeps the hot path O(1).\nSilent on healthy indexes (D4).\n\nPhase 1 of snipe-ffj; substitution-tier markers (ci/method) are Phase 2.",
          "is_bot": false,
          "headline": "feat(query): emit ! noembed self-assessment marker (snipe-ffj)",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-16T01:36:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3082b63167d7eda27f512f5f094beebac951abe3",
          "body": "…snipe-2rx, snipe-h26)\n\nkong migration dropped the dynamic --embed default (embed.HasCredentials),\nsilently forcing embedModeOff and shipping zero-embedding indexes. Restore\nvia flagPassed(\"embed\") + defaultWithEmbed() in IndexCmd.Run.\n\nAdd enum: tags to --select/--embed-mode/--mode/--warnings/--direction so bad\nvalues fail fast with a value list instead of silent fallthrough.",
          "is_bot": false,
          "headline": "fix(cli): restore embed-by-default + enum-validate closed-set flags (…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-15T18:36:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4111eb0097b23cecea906d3536eaff592259b4ad",
          "body": "Covers 11 commands missing from the blackbox JSON-envelope suite:\nboundary, deadcode, orient, trace, metrics (+--kind=cycles), embed-status,\nschema, and hidden baseline/check/history/watch.\n\n- test/script/ (own package, no build tag → runs under plain `make`)\n- build-and-exec + PATH harness (Execute\n[…]\n= --help only (long-running); check/history seed a baseline first\n- new dep: github.com/rogpeppe/go-internal (vendored)\n\ntxtar = smoke/usage contracts; complements blackbox envelope tests.\nmake green.",
          "is_bot": false,
          "headline": "test(cli): add testscript .txtar smoke suite (snipe-p61)",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-15T18:00:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b9c7fc0006d5d08f0236dc0770fc35e04b9301a0",
          "body": "Behavior-preserving framework swap. 43 commands ported to a single kong\nstruct tree (cmd/cli.go grammar, cmd/commands.go structs+Run). Kept all\npackage-global flag vars, getters, OpenStore, and run* bodies — each Run\ncopies its fields into the existing vars and calls the unchanged run func.\n\n- Persi\n[…]\ngroup:\"\" tags; status is default:\"withargs\"\n- golden help tests regenerated; root/lits tests rewritten onto kong harness\n- cobra dropped from go.mod (go mod tidy + re-vendor)\n\nmake + make audit green.",
          "is_bot": false,
          "headline": "refactor(cli): migrate from cobra to kong (snipe-ej0)",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-15T17:47:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a234548fa63355566c971c239f74b5956f42081",
          "body": "rg ran from cwd and never bounded its hits, so a query from above/outside\nthe repo could surface go-build cache paths (../../Library/Caches/go-build).\n\n- search from resolved repo root (D3), not arbitrary cwd\n- withinRoot guard drops any hit whose path escapes the search root\n- TestWithinRoot regression cover",
          "is_bot": false,
          "headline": "fix(search): contain rg results to repo root (snipe-zoq)",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-15T17:10:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1411cfcf9de2802f3ffaea28ec14db20eab65e91",
          "body": null,
          "is_bot": false,
          "headline": "docs: trim boot.md to cap",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-15T16:34:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c8568577aa1355628dbe01c073fad475f9d813a",
          "body": null,
          "is_bot": false,
          "headline": "docs: boot reflects snipe guard merge (#162)",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-15T16:32:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76d99756329093a823f2f4f749fd09fcca00c103",
          "body": "* feat(guard): assert architecture boundaries from a spec, exit non-zero on violation (snipe-guard)\n\nsnipe already builds the reference graph and `boundary` computes crossings; guard\nadds the missing gate. Reads .snipe/boundaries.yml deny rules (from/to package\nglobs), reuses query.FindBoundaryCross\n[…]\n#162: strings.HasSuffix let an\nallow-list entry like \"db.go\" grandfather \"validb.go\". Require the suffix\nto align on a path boundary (whole-path or preceded by /). Test covers the\nfalse-positive case.",
          "is_bot": false,
          "headline": "feat(guard): assert architecture boundaries from a spec (#162)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-06-15T16:32:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d1e023fdc96c490b4b640443abbbc0e89978e12d",
          "body": "Read-path gate (store.IsIndexing) only checked lock-file existence, so an\ninterrupted 'snipe index' stranded every read command (diagram, search) with\n'indexing in progress' until the .lock was manually removed — even though\nstatus reported fresh. AcquireLock already reaped dead-PID locks; the read\npath now applies the same liveness check and removes the stale lock.\n\nCloses snipe-58l",
          "is_bot": false,
          "headline": "fix: IsIndexing reaps stale lock from interrupted index",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-15T13:49:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e144ad89dda0977f21b33448138c1e2bd7790e5",
          "body": null,
          "is_bot": false,
          "headline": "docs: lifecycle help reflects AST-fact classification",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-13T00:38:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9851e61ec16d8ef1245c813bf1a671172b75361",
          "body": null,
          "is_bot": false,
          "headline": "chore: wrap session — index-time invariants pass, 5 beads closed",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-13T00:22:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e89192aea74c7f4e727ab40ffd95155666a6b1bb",
          "body": "Indexer now records each ref's syntactic context (composite-literal type,\nnew/make argument, signature, type decl, call argument with callee name)\nin a new refs.ast_ctx column (schema v18). Lifecycle classification reads\nthese facts instead of regexing snippet text: the R2 create rules and the\nisFun\n[…]\n is\nctx=sig and can never look like construction. R1 delete evidence now keys\non callee names (call:DeleteX, builtin delete, Exec+DELETE SQL). Name+sig\nheuristics R3/R4/R5 unchanged. Closes snipe-rpw.",
          "is_bot": false,
          "headline": "feat: record AST context per ref; classify lifecycle from stored facts",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-13T00:21:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "84e10135a40a9da2ad21d1f2b26893af7ae09cd6",
          "body": "isKnownSubcommandOrFlag called InitDefaultHelpCmd/InitDefaultCompletionCmd\non every call; parallel tests mutated rootCmd concurrently and the race\ndetector caught it (this was also the earlier one-off make failure).\nDerive the set once under sync.Once.",
          "is_bot": false,
          "headline": "fix: race in derived subcommand registry — compute set once",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-13T00:21:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8b796736d7fb964b56b5db0064d13ee0b83d6f7",
          "body": "buildEnclosingMap started each function's range at the body Lbrace, so\nrefs in the signature (params, return types) got no enclosing_id and\ncmd-layer reattachSignatureRefs patched them back per query. Range now\nstarts at fn.Pos(); the recovery shim and both call sites are removed.\nOrphan refs on snipe's own index: 1019 -> 355 (remainder are genuine\ntop-level decls). Closes snipe-u7o.",
          "is_bot": false,
          "headline": "fix: attribute signature-line refs to their function at index time",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-13T00:02:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6dc512baab7cfd83f108624febadb5bcd50e8c3e",
          "body": "Boot trap: ranking on non-unique keys flakes golden tests. Audited all 79\nORDER BY clauses; appended stable tiebreaker columns to the 15 that ended\nin aggregates, expressions, or DESC ranking keys (deps, lookup, position,\nresolve, generate, flows). New guard test scans embedded SQL in non-test\nsource and fails any future ORDER BY whose final key is not a plain\ncolumn. Closes snipe-4uj.",
          "is_bot": false,
          "headline": "fix: deterministic ORDER BY everywhere — tiebreakers + source guard test",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-13T00:00:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec95e04717fba97813e360e7c1466d7e031e299c",
          "body": "knownSubcommands was a manually-maintained map; forgetting to register a\nnew command silently routed 'snipe X' to the bare-symbol fallback (D2\nviolation). isKnownSubcommandOrFlag now walks rootCmd.Commands() (plus\naliases and materialized help/completion built-ins), so the trap class\nis gone. Removes the two manual registrations in deadcode/orient.\nCloses snipe-x6q.",
          "is_bot": false,
          "headline": "refactor: derive subcommand recognition from cobra command tree",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T23:55:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b423bb59910bd36e4424716f25a50d81394e824f",
          "body": "go/packages with Tests:true re-synthesizes foo.test binary packages on the\nfull load; their only GoFile is a generated _testmain.go in the go-build\ncache, polluting the index with out-of-repo paths (111 symbols on snipe\nitself). First-pass name filtering can't catch them. Closes snipe-cz0.",
          "is_bot": false,
          "headline": "fix: drop synthesized .test binary packages from load results",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T23:53:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a41ca34af51f1fe84f6864f3f1fe62ef5bb1a369",
          "body": null,
          "is_bot": false,
          "headline": "chore: wrap session — first-reach epic snipe-g0d shipped 8/8",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T23:15:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f051c524e07acc3262d52d60701d8c3f0773b668",
          "body": "A freshly-resolved root can differ from the index-time root in symlink\ncanonicalization (macOS /var vs /private/var), making every stored file\nlook added+deleted. Heal then rewrote all paths and broke path-based\nqueries (caught by blackbox TestImports). Drift detection and the heal\nsubprocess now use the repo_root stored at index time.",
          "is_bot": false,
          "headline": "fix: heal against stored repo_root — phantom drift on symlinked roots",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T23:15:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7daf3ee5597c837e0cbaf9ce4417c400bc22c77b",
          "body": "Every WriteResponse/WriteError appends {ts, cmd, outcome, ms, caller} to\n.snipe/usage.jsonl (local only, SNIPE_NO_TELEMETRY=1 disables; silent on\nfailure). snipe metrics --kind=usage summarizes calls/errors/p50 per\ncommand. Ground truth for the first-reach goal and the eval constraint.\n\nCloses snipe-g0d.7",
          "is_bot": false,
          "headline": "feat: local usage telemetry — .snipe/usage.jsonl + metrics --kind=usage",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T23:01:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "506bf825555f7cd9904e9b9911ade0011114f884",
          "body": "lookupMethod accepts pkg.Type.Method and pkg.(*T).Method (pkg narrows\npackage), normalizes doubled parens from pasted legacy display forms.\nClaudish headers and candidate lists render receivers as (*T).Method —\nthe exact form that resolves back — instead of ((*T)).Method.\n\nCloses snipe-g0d.5",
          "is_bot": false,
          "headline": "feat: zero-hex disambiguation — qualified names round-trip",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T22:56:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57a69d2d606ecf556e18a1c7cb09ec7fa4b08e30",
          "body": "OpenStore detects file drift (fingerprint match + <=20 changed files) and\nruns an incremental reindex subprocess (no embeddings/enrichment, 15s cap)\nbefore answering. Large drift or config change keeps the one-line stale\nwarning. SNIPE_NO_HEAL=1 disables. Verified live: edit -> query -> healed\n-> correct answer in one command.\n\nCloses snipe-g0d.4",
          "is_bot": false,
          "headline": "feat: self-healing index — small drift reindexes inline on query",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T22:53:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "344bd0066ec875c5e460887e524a5da0ea8d52cb",
          "body": "WriteError now attaches a default NextAction by error code when the site\nset none (NOT_FOUND -> snipe search, INTERNAL -> snipe doctor, stale ->\nsnipe index, mismatch -> snipe index --force). NewNotFoundError routes to\nsnipe search with the actual symbol. deps module-path error suggests\nindex --force. 150 error sites covered in one choke point.\n\nCloses snipe-g0d.3",
          "is_bot": false,
          "headline": "feat: every error routes forward with a recovery command",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T22:49:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b4eaebca59419543f1832baa2172d8cc209068b",
          "body": "DetectModulePath now resolves meta module_path -> go.mod at repo_root ->\npkg_path heuristic. The heuristic alone returned empty on repos with no\nroot package (everything under internal/ or cmd/), breaking deps --tree\nand pack on loto. Index now stores module_path in meta.\n\ncontext --full and --conventions defaulted to an empty format string and\nwere rejected with 'unsupported format'; they now default to yaml.\n\nCloses snipe-g0d.2",
          "is_bot": false,
          "headline": "fix: module path detection + context --full/--conventions default format",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-12T22:44:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a1fa2104248af4a3906dc18043ed7e7914add4a",
          "body": "…iage)\n\nSquished 13 beads after enrich sweep + dk judgment:\n- 4dx query-split epic + 10 carve children: coupling/transitive-type-cost\n  benefit doesn't bite in a single-binary CLI; plan unsound (phantom Hit,\n  punted lookup.go). De-scoped.\n- snipe-add: false premise (no existing cost sink)\n- snipe-4na: off-star (filesystem I/O, not symbol-nav per D1)\n\nBoard now: snipe-p61 (testscript CLI suite) only.",
          "is_bot": false,
          "headline": "chore(beads): close 4dx epic tree + 2 off-star beads (enrich sweep tr…",
          "author_name": "dkoosis@gmail.com",
          "author_login": "dkoosis",
          "committed_at": "2026-06-04T03:43:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c90096a6af40d900278ddeabb89e43ec488ef94",
          "body": null,
          "is_bot": false,
          "headline": "test(config): add invariant-focused Load contract cases (#161)",
          "author_name": "David Koosis",
          "author_login": "dkoosis",
          "committed_at": "2026-05-18T02:44:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a79b2678334e81320da7c1831b6017a186985919",
          "body": "Goldens predated df70907 (always-emit IsVariadic). Regenerated via\nUPDATE_GOLDENS=1, +1 line each. make audit clean.",
          "is_bot": false,
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          "headline": "chore(beads): inherit 4dx human flag onto 10 carve children",
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        "metrics": [
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            "key": "popularity",
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            "notes": [],
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              "forks": 0,
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                "key": "stars",
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                "status": "missed",
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                    "code": "stars",
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                      "count": 0
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                  }
                ],
                "max_points": 60
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              {
                "key": "forks",
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                    "code": "forks",
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                      "count": 0
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              {
                "key": "watchers",
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                      "count": 0
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
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            "notes": [],
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            "inputs": {
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              "has_contributing": false,
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                "key": "license",
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                "key": "issue_template",
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      {
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                "key": "bus_factor",
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                "detail": "1 contributor(s) cover half of all commits",
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                "key": "commit_distribution",
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
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              {
                "key": "openssf_scorecard_contributors",
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                "status": "partial",
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                "max_points": 10
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          },
          {
            "key": "responsiveness",
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              "merged_prs": 112,
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              "issue_closed_ratio": 1,
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                      "share": 100
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                      "merged": 112,
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 50,
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              "followers": 7,
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              "is_verified": null,
              "owner_login": "dkoosis",
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              "account_age_days": 5248
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "7 followers of dkoosis",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 7,
                      "login": "dkoosis"
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                  }
                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "37 public repos, account ~14 yr old",
                "points": 23.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 37
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                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
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              "ecosystems": "go",
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
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                    "code": "packages_published",
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                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 8 days ago",
                "points": 35,
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                    "code": "publish_recency",
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                "max_points": 35
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                "key": "version_history",
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                "details": [
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                    "code": "published_versions",
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                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
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                "max_points": 20
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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        "key": "engineering",
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                "key": "ci_workflows",
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                "key": "tests_present",
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              {
                "key": "linter_config",
                "name": "Linter config",
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                "key": "openssf_scorecard_ci_tests",
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          {
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            "components": [
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                "key": "documentation_directory",
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                "key": "documentation_homepage_site",
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                "key": "repository_description",
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                "name": "Topics",
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              {
                "key": "wiki",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "note": null,
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              "source": "openssf_scorecard",
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
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                "key": "code_review",
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                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
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                "key": "dangerous_workflow",
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                "points": 10,
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              {
                "key": "dependency_update_tool",
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                "points": 0,
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
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                "max_points": 5
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              {
                "key": "license",
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                "detail": "license file not detected",
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                "status": "missed",
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                "max_points": 2.5
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              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
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                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 5
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              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
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                "points": 0,
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
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                "status": "missed",
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                "key": "token_permissions",
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                "points": 0,
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
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                "max_points": 7.5
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            ]
          },
          {
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 2
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
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                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 82,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                ".claude/rules/CLAUDE.md",
                "AGENTS.md",
                "CLAUDE.md",
                "vendor/github.com/dkoosis/keyring/AGENTS.md",
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              "agent_instruction_max_bytes": 5926
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            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".claude/rules/CLAUDE.md, AGENTS.md, CLAUDE.md, vendor/github.com/dkoosis/keyring/AGENTS.md, vendor/github.com/dkoosis/keyring/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".claude/rules/CLAUDE.md, AGENTS.md, CLAUDE.md, vendor/github.com/dkoosis/keyring/AGENTS.md, vendor/github.com/dkoosis/keyring/CLAUDE.md"
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                "max_points": 45
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