m-agahi / yadgar

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      "pushed_at": "2026-07-26T14:46:45Z",
      "created_at": "2026-07-25T17:55:19Z",
      "owner_type": "User",
      "updated_at": "2026-07-26T14:43:13Z",
      "description": "Yadgar (یادگار) — Persian for \"memento, keepsake.\" A persistent memory engine for AI coding agents that survives sessions and /clears: it decays what you stop touching, promotes what recurs, filters recall to the git branch you're on, and pairs every memory with a curated wiki searched through the same ranking pipeline. Works with any MCP client. ",
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    "owner": {
      "blog": "https://www.linkedin.com/in/m-m-agahi/",
      "name": "Max Agahi",
      "type": "User",
      "login": "m-agahi",
      "company": "Quinyx A.B.",
      "location": "Västerås",
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      "created_at": "2020-05-07T15:23:58Z",
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    "activity": {
      "releases": [
        {
          "tag": "v5.165.1",
          "kind": "patch",
          "published_at": "2026-07-26T14:46:45Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9ac98f3566dcc26c0d53f33b4a46810a2f7e0dd2",
          "body": "…ction (#3)\n\n* fix(code_graph): handle positional-list Cypher rows in endpoint extraction\n\nCar F live-smoke on yadgar itself (first non-mocked run) found the real\ncodebase-memory-mcp binary returns route_method rows as bare positional\nlists, not dicts keyed by m.route_method/route_path/name. _extrac\n[…]\nt-assertion steps) omitted these 3 jobs,\nso they could fail while test-gate still passed — silently un-gating a\nmerge. Add them to needs: and assert their result alongside the existing\nsubsystem jobs.",
          "is_bot": false,
          "headline": "fix(code_graph): handle positional-list Cypher rows in endpoint extra…",
          "author_name": "Max Agahi",
          "author_login": "m-agahi",
          "committed_at": "2026-07-26T14:42:56Z",
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        },
        {
          "oid": "028dcecda8334ceab15b5b1e27c5e8a5c2f57c4f",
          "body": "…it (#2)\n\n* ci: add GitHub Actions workflows ported from Forgejo\n\nReplicate .forgejo/workflows/* as .github/workflows/* (Forgejo kept intact for a\nfuture self-hosted instance). Action refs de-URL'd to owner/repo@ref, release job\n-> softprops/action-gh-release@v2, explicit minimal per-job permissions\n[…]\nub/PULL_REQUEST_TEMPLATE.md)\n\nCopy of .forgejo/PULL_REQUEST_TEMPLATE.md at the GitHub-recognized path so new\nPRs auto-populate the Summary/What/Why/Notes/Test-plan sections. .forgejo copy\nkept intact.",
          "is_bot": false,
          "headline": "ci: GitHub Actions workflows (Forgejo port) + self-hosted runs-on spl…",
          "author_name": "Max Agahi",
          "author_login": "m-agahi",
          "committed_at": "2026-07-25T19:21:23Z",
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        },
        {
          "oid": "b13b8e08eb4865fb0445699de3285512a6e755bc",
          "body": "chore: migrate repo references from Codeberg to GitHub",
          "is_bot": false,
          "headline": "Merge pull request #1 from m-agahi/chore/migrate-codeberg-to-github-refs",
          "author_name": "Max Agahi",
          "author_login": "m-agahi",
          "committed_at": "2026-07-25T18:16:13Z",
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        },
        {
          "oid": "0a8d3c2901e0f32de8d9c4fd82a1b913e90d7992",
          "body": "Repo moved from codeberg.org/maxagahi/yadgar to github.com/m-agahi/yadgar.\nCodeberg's updated Terms of Use (2026-06-29, \"prohibit LLM-extrusions\")\nnow ask that projects not mostly consist of AI-generated code; yadgar is\nbuilt with heavy AI-agent assistance, so it no longer fits and has moved.\n\n- URL\n[…]\nerg CI badges\n- AGENTS.md: PR flow Forgejo REST API -> gh CLI\n- Left intentionally: .forgejo/ CI (GitHub Actions port deferred), ccpm\n  sibling link (still on Codeberg), LICENSE, inert historical docs",
          "is_bot": false,
          "headline": "chore: migrate repo references from Codeberg to GitHub",
          "author_name": "m-agahi",
          "author_login": "m-agahi",
          "committed_at": "2026-07-25T18:13:07Z",
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        {
          "oid": "ed9833c5a98f762029f1656a8bcaa7b9fa50b881",
          "body": "…ive install plan (#103, ADR-0161)' (#237) from docs/precompact-async-plan into master\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/237",
          "is_bot": false,
          "headline": "Merge pull request 'docs(plans): PreCompact async + global-authoritat…",
          "author_name": "max agahi",
          "author_login": null,
          "committed_at": "2026-07-24T16:44:45Z",
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        {
          "oid": "a695eaf9021b6bafd9daf48c916ac9d5861be6af",
          "body": "…n (#103, ADR-0161)\n\nDesign doc for task #28 (PR-1 async pre-compact-drain, core 5.162.0 — SHIPPED)\n+ task #29 (PR-2 global-authoritative hook install, Option B). Tracks the\ntwo-impl convergence, double-fire fix, and foreign-preserve installer.",
          "is_bot": false,
          "headline": "docs(plans): PreCompact async hook + global-authoritative install pla…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-24T16:44:45Z",
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        {
          "oid": "ef091bd73be607bcb7862a523c39c133f0213a80",
          "body": "…rs' (#236) from docs/v5415-profiling-remeasure into master\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/236",
          "is_bot": false,
          "headline": "Merge pull request 'docs: re-measure v5.41.5 wiki_add profiling numbe…",
          "author_name": "max agahi",
          "author_login": null,
          "committed_at": "2026-07-24T16:44:27Z",
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        {
          "oid": "ab409c0a67d6963dab81a69cd65ee66d7c3558e2",
          "body": "Refreshed the substep + e2e latency figures (secret-gate 0.106->0.037ms,\nsimilarity-gate 28.9->38.4ms, e2e p50 0.51->0.26ms). Numbers only; e2e still\nwell under the I9 <=5ms budget.",
          "is_bot": false,
          "headline": "docs: re-measure v5.41.5 wiki_add profiling numbers",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-24T16:44:27Z",
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          "oid": "847ffc1cd69fcf550758122cf1b97eb6c89212ac",
          "body": "Survey verdict: ~200 of ~335 Settings knobs migratable to the DB\nruntime_config store (ADR-0163) -> live, dir-scoped, restart-free.\nKey goal: seed migratable knobs into the DB (via config_set MCP) +\nretire them from config.yaml, shrinking it to boot-only. Includes the\nbackend-local-cache prereq (Phase 0.5), I25 ratchet evolution (Phase\n0.7), per-knob read->seed->retire recipe, and batched rollout.",
          "is_bot": false,
          "headline": "docs(plans): Settings -> DB runtime_config migration plan (#35)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-24T13:46:31Z",
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        {
          "oid": "1bccc8ea99aa05aed89187a4c71e509e6a75c240",
          "body": "…h watcher dir' (#235) from fix/vacuum-trigger-path into master\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/235",
          "is_bot": false,
          "headline": "Merge pull request 'fix(vacuum): align launchd trigger write path wit…",
          "author_name": "max agahi",
          "author_login": null,
          "committed_at": "2026-07-24T12:21:41Z",
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        },
        {
          "oid": "9273426cf23160c6d41903ae3aa8ada76772926b",
          "body": "vacuum_now() / viz vacuum was a silent no-op on the launchd (macOS)\nlauncher: the core daemon container wrote its trigger to the /data\ndefault (YADGAR_VACUUM_TRIGGER_PATH=/data/triggers/vacuum_requested,\nconfig_registry.py) — the DATA volume — while the vacuum-trigger plist\nwatches ~/.local/state/ya\n[…]\nmage rebuild + version bump, out of\nscope for this unit-config fix. The repo systemd install + docker-compose\nship no vacuum-trigger watcher, so the invariant is vacuously satisfied\nthere (no change).",
          "is_bot": false,
          "headline": "fix(vacuum): align launchd trigger write path with watcher dir",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-24T06:14:45Z",
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        {
          "oid": "43bc87124449ebe55da1c1b6ebc4bccbbfb72e7c",
          "body": "…5.0) — combined to save CI/build cycles' (#234) from fix/callum-batch into master\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/234",
          "is_bot": false,
          "headline": "Merge pull request 'fix: batch Callum Donaldson fixes #228–233 (v5.16…",
          "author_name": "max agahi",
          "author_login": null,
          "committed_at": "2026-07-23T21:47:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9286a35af116fef3fec69e77f9979b46da3c575b",
          "body": "… reads\n\nPure formatting — getattr→direct conversion shortened lines enough to\ncollapse. No semantic change.",
          "is_bot": false,
          "headline": "style: ruff-format retrieval line-collapse after #231 direct-Settings…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-23T20:59:46Z",
          "body_truncated": false,
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        },
        {
          "oid": "ac9027c3db919beab813d114888701355951bdd0",
          "body": "…fixes (#230, #231)\n\n- BC-B6 belief recall-surfaces e2e (TestBCB6_BeliefRecallSurfaces): mirrors the\n  BC-B5 profile test; seeds a derived_belief + memory, recalls through the real\n  fusion path, asserts a _source='belief' result surfaces. Locks #230 (the\n  narrowed belief-branch except that stops s\n[…]\nhantom getattr knobs are an explicit\n  allowlist exception (itself guarded against silently becoming real). Locks #231.\n- BC-B6 catalogued in CAP-WIKI-017; contract header recount 253->254 / 56->57 ✅.",
          "is_bot": false,
          "headline": "test(retrieval): regression tests locking Callum's belief + Settings …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-23T20:46:59Z",
          "body_truncated": true,
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        {
          "oid": "55b1ae20dee0531993ca7b53bcc37dcb2d4cfa17",
          "body": "…batch (#228-233)\n\nCore 5.164.0 -> 5.165.0 (daemon/systemd fix #233).\nBackend 5.58.5 -> 5.58.6 (auth/retrieval/storage fixes under yadgar/backend/**).\nCHANGELOG entry crediting Callum Donaldson for all six bundled fixes.\nI33 observe-coverage: governed 'trivial' exemption for the new\n_validate_param_keys bind-param validator introduced by #232.",
          "is_bot": false,
          "headline": "chore(release): v5.165.0 — bump core + backend 5.58.6 for Callum fix …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-23T20:37:52Z",
          "body_truncated": false,
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        },
        {
          "oid": "e1cb574adffb2cd02ddaacb1c0ed51bcabc85018",
          "body": "yadgar daemon start (start_backend) and the generated systemd unit omitted\nYADGAR_QUEUE_BASE and the shared queue-volume mount on the backend. The\ncore writes the async write-queue to {YADGAR_DATA_DIR}/queue on its own\nvolume; the backend drainer reads YADGAR_QUEUE_BASE with no fallback, so it\nstaye\n[…]\n writes never committed. Only\ndocker-compose wired it.\n\nMount the core volume at /queue-data and set YADGAR_QUEUE_BASE=/queue-data\nin both start_backend and the systemd backend unit (mirrors compose).",
          "is_bot": false,
          "headline": "fix(daemon): wire shared queue volume so the backend drainer runs",
          "author_name": "Callum Donaldson (Quinyx)",
          "author_login": "cddquinyx",
          "committed_at": "2026-07-23T20:30:58Z",
          "body_truncated": true,
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        },
        {
          "oid": "9695963a298902123cbd03eb23886a7b385e2d32",
          "body": "The HTTP /sql query paths interpolate the param NAME directly into the\nquery text (LET $<name> = <json-value>) because SurrealDB's /sql endpoint\nhas no JSON bind-var facility. Values are JSON-escaped and cannot break\nout, but an unvalidated NAME was a latent SurrealQL-injection vector.\n\nAdd _validat\n[…]\no every\ninterpolation site (_q_server, _q_ro, _q_multi_server/_embedded, batch\nchunk builder). Replaces the misleading TODO that assumed /sql supports\n{sql, vars} (that is the RPC endpoint, not /sql).",
          "is_bot": false,
          "headline": "fix(storage): validate SurrealQL bind-parameter names",
          "author_name": "Callum Donaldson (Quinyx)",
          "author_login": "cddquinyx",
          "committed_at": "2026-07-23T20:30:58Z",
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        },
        {
          "oid": "450bbc39c10cb087d12152bb7778b031e1af7858",
          "body": "~30 sites across the retrieval pipeline read real Settings fields via\ngetattr(self._settings, \"FIELD\", default). Because Settings is a pydantic\nmodel where these fields exist, the getattr-with-default form means a typo\nor renamed field silently returns the default — usually False, which\nquietly disa\n[…]\nr\ninstead of silently degrading recall. Only fields that genuinely exist on\nSettings are converted (verified against Settings.model_fields); five\nnever-defined names are intentionally left as getattr.",
          "is_bot": false,
          "headline": "fix(retrieval): read Settings fields directly so a rename fails loud",
          "author_name": "Callum Donaldson (Quinyx)",
          "author_login": "cddquinyx",
          "committed_at": "2026-07-23T20:30:49Z",
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        },
        {
          "oid": "c070b3235912c6c498ce683fe42fe3b9585e3287",
          "body": "…error\n\nThe belief-search branch caught `except Exception: pass`, so a missing/renamed\nconfig key (e.g. BELIEF_HIGH_CONFIDENCE_BOOST) or any storage error silently\ndropped ALL derived beliefs from recall — the exact silent-quality regression\nthe sibling profile branch was already narrowed to avoid (v5.68 fix #38).\n\nNarrow to (KeyError, TypeError, ValueError) so malformed rows are tolerated\nbut an AttributeError from a missing config key propagates loudly.",
          "is_bot": false,
          "headline": "fix(retrieval): stop silently dropping all beliefs on config/storage …",
          "author_name": "Callum Donaldson (Quinyx)",
          "author_login": "cddquinyx",
          "committed_at": "2026-07-23T20:30:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "97525c01d2d2d3b3a3bb95d4f208ed289fb64a17",
          "body": "_require_admin_token is the sole auth gate on every backend endpoint\n(/recall, /read_query, /embed, /admin/*), which listens on 127.0.0.1:8001\nand is reachable by any local process. A truthy YADGAR_ALLOW_ROOT returned\nearly and skipped auth entirely — a test escape hatch that would fully\ndisable bac\n[…]\n a\nshared env file.\n\nHonour the bypass only when PYTEST_CURRENT_TEST is present, so it works in\ntests but is inert everywhere else. Add regression tests asserting the\nbypass is refused outside pytest.",
          "is_bot": false,
          "headline": "fix(backend): scope YADGAR_ALLOW_ROOT auth bypass to pytest only",
          "author_name": "Callum Donaldson (Quinyx)",
          "author_login": "cddquinyx",
          "committed_at": "2026-07-23T20:30:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d2d889a0eefe90b4ddd1f36f6e4506d6dcc8d29b",
          "body": "_require_admin_token compared the bearer token with plain `!=`, unlike the\ncore BearerAuthMiddleware which uses hmac.compare_digest. The backend is\nloopback-reachable by other local users, so the non-constant-time compare is\na (difficult but real) timing side-channel on the shared token.\n\nSwitch to hmac.compare_digest with the same None/empty fail-secure handling.",
          "is_bot": false,
          "headline": "fix(backend): constant-time compare for the admin bearer token",
          "author_name": "Callum Donaldson (Quinyx)",
          "author_login": "cddquinyx",
          "committed_at": "2026-07-23T20:30:27Z",
          "body_truncated": false,
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        },
        {
          "oid": "0c777f12917ee5dc7e44b1e9b6ff3a416c2eb6ce",
          "body": "…ault-off) (#227)\n\n## Summary\n\nTwo folded features on one branch: **(1) code_graph** — multi-language code-structure recall over the user's arbitrary repos via a host-side shell-out to `codebase-memory-mcp` (ADR-0162); **(2) a DB-backed runtime config store** (ADR-0163) that replaces code_graph's en\n[…]\ntrue)`, index a real repo, confirm the digest injects + is used; verify per-repo opt-out (`code_graph.enabled=false` at a dir).\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/227",
          "is_bot": false,
          "headline": "feat: code_graph + DB-backed runtime config store (ADR-0162/0163, def…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-23T14:01:24Z",
          "body_truncated": true,
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        },
        {
          "oid": "2e1046b5b5b735ed933f7377508bb9e76039fadc",
          "body": "…-start suggest (ADR-0162)\n\nFinal design knobs: digest home = yadgar memory block (auto-injected SessionStart);\nstop-hook refresh 200-msg cadence (= repo_wiki); SessionStart soft-suggests refresh when\ncoding + no digest (never forced); opt-out via CODE_GRAPH_ENABLED global + .code-graph-disable\nper-repo marker.",
          "is_bot": false,
          "headline": "docs(plans): code_graph — digest=memory block, opt-out + soft session…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-22T20:13:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6278c8cd5b0fcf08fe0597f9ec8a4284de993401",
          "body": "…s (ADR-0162)\n\nrepo_wiki proved recall-ranked code pages = noise. code_graph drops the page_type/\npersist/recall shape entirely: per-repo architecture digest lives in an always-injected\nyadgar memory block (SessionStart, recall-free, bounded), live drill-down via host CLI.\nHARD: index latest origin/\n[…]\np worktree), never the working tree.\nStop-hook cadence swaps repo_wiki->code_graph (flagged). Instruction via agent-prompts +\nproject_brief, no skill. Facts verified against block-injection/hook code.",
          "is_bot": false,
          "headline": "docs(plans): code_graph v3 — pivot to injected digest, no recall page…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-22T20:10:46Z",
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        },
        {
          "oid": "ca9a39a516c71da271536e2a262e0fc6b1a48f8c",
          "body": "…ry-mcp (ADR-0162)\n\nHost-side shell-out to codebase-memory-mcp (MIT static C binary, 158 langs, offline)\nproducing query-scoped projections into a new code_graph wiki page_type; repo_wiki\nsuccessor. Verified on a 3-service pilot (Java/PHP/Go, Quinyx monorepo) + adversarial\npre-build audit folded: ex\n[…]\ne-graph CLI, not the\nread-only MCP container), secret-gate rule-tiering (high_precision_only), page-budget at\npersist tool, canonical_root+subdir project keying, detect_changes as freshness authority.",
          "is_bot": false,
          "headline": "docs(plans): code_graph — multi-lang code-structure via codebase-memo…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-22T19:44:07Z",
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        },
        {
          "oid": "04d1faa79657d6108df075da673dfb72a4fff045",
          "body": "## Summary\n\nAdd `async: true` to the PreCompact drain hook so `/compact` is no longer blocked by the hook harness waiting for the drain POST to complete.\n\n<details>\n<summary><b>What</b></summary>\n\n- `_make_hook_entry` in `yadgar/core/install/_settings.py` gains `async_: bool = False` param; when `Tr\n[…]\n4 unchanged)\n- [ ] Post-deploy: run `/compact` in a live session and confirm it returns instantly without waiting for the drain\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/226",
          "is_bot": false,
          "headline": "fix(#103): async PreCompact drain hook — unblock /compact (#226)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-22T17:34:42Z",
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        {
          "oid": "979cc417d93479680f3ad2666b43d366614fcd67",
          "body": "…m churn (core 5.161.0 / backend 5.58.4) (#225)\n\n## Summary\n\nFix the v5.160.0 repo-wiki write-seam bug (dead crossrefs + delete-all/re-add-all churn) by making repo-wiki pages a first-class **schema-backed `page_type`** routed through a single **`wiki_policy`** resolver — validated, never gate-bypas\n[…]\n2e` green + all invariant/complexity/version hooks\n- [ ] Post-deploy live: bulk regen + one refresh cadence confirms zero churn\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/225",
          "is_bot": false,
          "headline": "feat(#83): repo-wiki page-type + wiki_policy resolver — fix write-sea…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-22T13:16:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c69d09955de88eec95861f5fe6f260c926de9c01",
          "body": "## Summary\n\nShip repo-wiki refresh loop (#83, ADR-0157): host-side generation, crossref edges, validated ingest, stale-only diff, cadence refresh — eliminates container-blind MCP tools. Core 5.160.0 / backend 5.58.1.\n\n<details>\n<summary><b>What</b></summary>\n\n- **Car A — generator/scanner fixes:** p\n[…]\nchive/repo-wiki-refresh-2026-07-21.md`\n- [ ] Post-deploy: bulk regen background agent run + pointer-anchor creation (see Notes)\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/224",
          "is_bot": false,
          "headline": "feat(v5.160.0): repo-wiki refresh loop (#83, ADR-0157) — Cars A–D (#224)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-22T06:31:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c9722634d07bac3d5a5b6ea04765510330242749",
          "body": "…/CLI + Car B swap/rip (#223)\n\n## Summary\n\nv5.159.0 — LLM-curated subagent findings (ADR-0156): Car A collector/CLI + Car B atomic swap/rip. Core-only, backend 5.58.0 unchanged. Supersedes the inert auto-store from v5.158.0 (#87).\n\n<details>\n<summary><b>What</b></summary>\n\n- **Car A (#98):** `collec\n[…]\nocs/plans/curated-findings-2026-07-21.md` archived to `docs/plans/archive/`\n- [x] CHANGELOG entry added under `## [Unreleased]`\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/223",
          "is_bot": false,
          "headline": "v5.159.0 — LLM-curated subagent findings (ADR-0156) — Car A collector…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-21T07:34:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d1a5eaaf6306ce61a32708b6523b1076f41dfb04",
          "body": "…it 2026-07-21) (#222)\n\n## Summary\n\nArchive 11 shipped/dead plan docs + delete 2 superseded files (docs-only audit 2026-07-21).\n\n<details>\n<summary><b>What</b></summary>\n\nArchived (git mv → docs/plans/archive/):\n- viz-galaxy-only-2026-07-17.md\n- viz-trace-view-polish-2026-07-18.md\n- wiki-cold-drain-\n[…]\narchive/\n- [x] Both deleted files confirmed absent\n- [x] Pre-push hook passed (all checks skipped or passed for docs-only diff)\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/222",
          "is_bot": false,
          "headline": "docs(plans): archive 11 shipped/dead plans + delete 2 superseded (aud…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-21T06:11:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1fc5c26c8813278f31d50b71eb936997d78cbdf3",
          "body": "…re-loop fix + anchor-audit + Cursor (#221)\n\n## Summary\n\nMulti-client hook train (partial ship): shared hook-emitter seam + subagent capture-loop fix + anchor-audit + Cursor client. Core v5.158.0, no backend bump.\n\n<details>\n<summary><b>What</b></summary>\n\n- **Car 0** — shared `yadgar hook <event>` \n[…]\n- [x] Full suite + `make e2e` via CI on this branch (integration flow: local suite/e2e intentionally skipped — CI is the gate).\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/221",
          "is_bot": false,
          "headline": "feat(v5.158.0): multi-client hook train (partial) — hook seam + captu…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-20T22:03:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0574ec3c11ec20de2aad85dd90f46ab8f3d499ff",
          "body": "…) (#220)\n\n## Summary\n\nAdd 6 per-client yadgar hook-port plan files based on 2026-07-20 primary-source re-verification, superseding ADR-0145 and the 2026-07-18 survey.\n\n<details>\n<summary><b>What</b></summary>\n\n- `docs/plans/port-codex-2026-07-20.md` — Codex CLI (BUILD, 5/5 needs, blocking Stop)\n- `\n[…]\nass (no code changes; docs only)\n- [ ] Live-test gates called out in Cline, Kiro, Amp, OpenCode plans — deferred to build tasks\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/220",
          "is_bot": false,
          "headline": "docs(plans): 6 per-client hook-port plans (2026-07-20 re-verification…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-20T21:10:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8edc485e2ed79768845eaac2b62d6d5e5c71919e",
          "body": "… rules template + fix __init__ backend-version drift (#76/#79/#68) (#219)\n\n## Summary\n\nDogfood cleanup: remove the dead wiki-draft subsystem, enrich the shared rules template (now sourced by every client), and fix the recurring `__init__.py` backend-version drift at the root.\n\n<details>\n<summary><b\n[…]\n-test `wiki_approve`/`wiki_draft`/`wiki_discard` references remain.\n- [x] Real-SurrealDB e2e proves the migration-026 DROP DDL.\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/219",
          "is_bot": false,
          "headline": "v5.157.0 — dogfood cleanup: remove dead wiki-draft subsystem + enrich…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-20T17:53:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "616f870372d839b02192a33d0a4dbed69186741d",
          "body": "… bug fixes (ADR-0152) (#218)\n\n## Summary\n\nMake the galaxy layout backend-authoritative (fixes cluster-scatter + core edge-starburst) and fix the reload FOUC + node-colour flicker — the four bugs from your v5.154.0 smoke-check.\n\n<details>\n<summary><b>What</b></summary>\n\n- **Car A (backend)** `graph_\n[…]\n clusters group in arms, core is single-nodes (no starburst), no reload flash, no colour flicker, sliders recompute on release.\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/218",
          "is_bot": false,
          "headline": "v5.156.0 — viz: backend-authoritative galaxy layout + 4 render/layout…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-20T16:58:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c35f90d82b1c24e2bb33a38a792223738e3fa19",
          "body": "## Summary\n\nv5.152.0 — multi-client MCP + rules framework (#66): descriptor registry, MCP-reg generator, rules generator, unified install CLI, --print declarative mode for nix provisioning.\n\n<details>\n<summary><b>What</b></summary>\n\n- `yadgar/core/install/clients/descriptor.py` — `ClientDescriptor` \n[…]\ne — MISSING=0\n- [x] I30 complexity-cap integrity — passed\n- [x] I13 complexity caps — passed\n- [x] pre-push `make e2e` — passed\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/215",
          "is_bot": false,
          "headline": "v5.152.0 — multi-client MCP + rules framework (#66) (#215)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-20T12:23:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0d9eeb03d35ec308010c10155497131aa6f89c46",
          "body": "…whiteout) (#217)\n\n## Summary\n\nFix the v5.153.0 (#216) galaxy edge whiteout — edges are faint at rest again (NormalBlending), pop bright on node-focus, and the two mass edge types default off.\n\n<details>\n<summary><b>What</b></summary>\n\n- `galaxy-view.js` `_buildEdges`: at-rest edge material `Additiv\n[…]\nrball, no dark veil over the core; click a node → its incident edges pop bright; toggle a mass type on/off shows/hides cleanly.\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/217",
          "is_bot": false,
          "headline": "v5.154.0 — viz hotfix: galaxy edges faint at rest (fix #216 additive …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-20T10:17:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "180ec7e0ee00de70d7cefad16d7477a154945339",
          "body": "…ge color + focus-highlight + grouped EDGE TYPES (#69) (#216)\n\n## Summary\n\nGalaxy edges made real — 2-class (retrieval/informational) faint backdrop that brightens per-type on node focus — plus (coordinator-added, AWAITING USER CONFIRMATION) a unified always-on left panel that folds STRUCTURE/NODES/\n[…]\nSER: confirm the expanded panel layout (single-panel fold + View-button removal + starfield parallax) before un-drafting/merge.\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/216",
          "is_bot": false,
          "headline": "v5.153.0 — viz: kill GRAPH STATS + NODE TYPES View panels; 2-class ed…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-19T07:48:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fba3a0f7d668ff26b6a03e69e5a1af9b8b1ca6db",
          "body": "…214)\n\n## Summary\n\nTwo viz changes on this branch. (1) Remove a stale `!important` CSS rule that hid the HEAT FILTER / GRAPH STATS / NODE TYPES / EDGE TYPES panels once the galaxy scene mounts, and that also dead-locked the View menu toggle. (2) Add a galaxy **cosmic backdrop** — a seamless nebula s\n[…]\nhe 4 panels stay visible after galaxy render, View-menu toggles work, and the built-in backdrop matches the approved prototype.\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/214",
          "is_bot": false,
          "headline": "fix(viz): stop galaxy init from hiding heat/stats/node/edge panels (#…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-18T22:13:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bcbd1bc4ff385d47ac8108329e5601c925b2e24b",
          "body": "## Summary\n\nCore 5.150.0 (backend 5.56.0): the viz-trace-view train (4 cars), a PR template with a title/body validation gate, and the codified TDD-hardening pipeline. Per-section detail below.\n\n<details>\n<summary><b>What</b></summary>\n\n- 4-car viz-trace-view train: #54 trace-view polish, #29 cross-\n[…]\nrage, capability, skip-inventory).\n- [x] pre-push (make e2e, complexity-cap, I33 observe-coverage).\n- [x] CI green on Codeberg.\n\n</details>\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/213",
          "is_bot": false,
          "headline": "v5.150.0 — viz-trace-view train (#213)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-18T14:18:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8039c1dae7a320d28a1836bf0834af719a1de70e",
          "body": "…ph, balanced arms, draggable popups) (#212)\n\n## v5.149.0 — two core-only changes (backend 5.55.0 unchanged)\n\n### 1. Forcing SessionStart task-restore nudge (ADR-0137)\nThe task-list restore nudge (`http.py::_task_list_restore_nudge`) was appended LAST + advisory → ignored (tasks in the yadgar wiki, \n[…]\nalanced · Fit/Reset re-frame · drag a popup by its header · task-restore nudge fires first next session. Merge → nix bump 5.149.0 + deploy.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/212",
          "is_bot": false,
          "headline": "v5.149.0: forcing task-restore nudge + galaxy-only viz (rip force-gra…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-17T20:46:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f726bb627b77259b7ac3814c40e52f39f44d0e77",
          "body": "…v5.148.0) (#211)\n\n## viz post-deploy fixes train (v5.148.0, core-only — backend 5.55.0 unchanged)\n\nThe user smoke-checked the deployed v5.147.0 galaxy and reported 12 bugs. A **fable plan-audit corrected two headline root-causes before build** — building the naive plan would have shipped 2 no-op fi\n[…]\n bump `yadgar.nix` 5.148.0 + deploy. The Tempo fix is a separate nix change (already pushed) — apply it + the dev-reset in MIGRATION_NOTES.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/211",
          "is_bot": false,
          "headline": "viz post-deploy fixes train: 12 smoke-check bugs, 6 cars, core-only (…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-17T14:17:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "85b52eabe779bc17a7eae66abafde3521caea93b",
          "body": "…eural-console restyle + traces TraceQL fix (v5.147.0) (#210)\n\n## viz mockup-fidelity train (ADR-0135)\n\nThe shipped viz did NOT match the user-approved mockups. #209 ported galaxy *positions* into 3d-force-graph (no glow/halos/starfield/rotation/theme); config + traces were functionally-there but ae\n[…]\ny↔Force↔2D repeatedly (WebGL leaks), click nodes, drag sliders; verify config 3-col/tray/arm-countdown render; verify Traces tab populates.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/210",
          "is_bot": false,
          "headline": "viz mockup-fidelity train: galaxy raw-Three.js render mode + config n…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-17T07:46:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e39fc780064dbde22dcde621a67558020dd5b5ad",
          "body": "… Phase 3 + F1 cap-affordance (core 5.146.0 / backend 5.55.0) (#209)\n\n## Summary\n\nviz-rest — the user-confirmed remainder of `viz-triage-checklist-2026-06-27` (60/90 items were already DONE). Theme **unchanged** (oscilloscope; no font/palette work). **12 items built, 1 obviated.** Core `5.145.0 → 5.\n[…]\nxit 0** (all HARD invariants I13/I33/I32/I30 + version consistency Passed).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/209",
          "is_bot": false,
          "headline": "feat(viz): finish-viz — viz-rest items + galaxy layout + trace-replay…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-16T22:38:09Z",
          "body_truncated": true,
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        },
        {
          "oid": "bb1d4721f24efcb568f7fb17003e581acec90eaf",
          "body": "…ce (db_inspect, backend 5.54.0) (#208)\n\nThis PR combines TWO independent changes (per user request to combine PRs).\n\n---\n\n## 1 — Graph viz: full graph by default (core 5.145.1)\n\nMake the graph visualization show the **full graph by default**. The three per-node-type caps in the viz `/api/graph` pay\n[…]\ndocs/plans/archive/` (Status: SHIPPED) in the final commit (ADR-0081/0082).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/208",
          "is_bot": false,
          "headline": "feat: viz full-graph default (caps→0) + read-only DB inspection surfa…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-16T19:23:52Z",
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        },
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          "oid": "448ef7870b686318e8c61665cf7b113f9e19d0b6",
          "body": "…core 5.145.0) (#207)\n\n## viz-train — graph-viz performance + fidelity train\n\nFour cars addressing the graph-viz slow-load + live-update complaints. Core **5.145.0** / backend **5.53.0**.\n\n### Cars\n\n**A — render-perf (ADR-0131, supersedes ADR-0010).** The precomputed-layout chain (v5.88) shipped beh\n[…]\nnix bump (core 5.145.0 / backend 5.53.0) + deploy + the smoke-checks above.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/207",
          "is_bot": false,
          "headline": "viz-train: render-perf + trace-replay + F2 SSE relay + config P3/P4 (…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-16T16:07:37Z",
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        },
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          "oid": "e5ef87f2750969115ffdf48be63aa3a3085f173a",
          "body": "…emon single-file (ADR-0130, backend 5.51.0) (#205)\n\n## finish-core-splits (follow-up to #203, ADR-0130)\n\nCompletes the ADR-0066 ≤500 goal for the 2 remaining splittable cores, and documents the 2 that intentionally stay single-file. A read-only audit (ADR-0130) classified the 4 backend/core cores l\n[…]\nle-std cores; the other 2 are ADR-0130-accepted cohesive single-file cores.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/205",
          "is_bot": false,
          "headline": "finish-core-splits — cache + ml_client split ≤500; embed_service + da…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-16T07:14:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be891dcfc84434c9b19afa9bed8aca34a2387912",
          "body": "…efresh ROADMAP (#206)\n\nArchive 9 plans, fold 2 into survivors, relabel 6 status headers, refresh ROADMAP.\n\n## Summary\n\n- **Archived (9):** surrealkv-safe-stop, model-tier-agent-combos, build-vs-buy-library-audit, process-exporter-scrape-interval, wiki-kb-usefulness-snr, agent-brain-learning-loop-20\n[…]\nns (DEFERRED v6 horizon)\n- **ROADMAP:** remove archived rows, update deferred labels/horizons, add tasks-minted table #30/#32/#33/#9-C4/#19\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/206",
          "is_bot": false,
          "headline": "docs(plans): plan-triage 2026-07-16 — archive 9, fold 2, relabel 6, r…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-15T23:40:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "84930918b27a320a0a76e6ee2ed2c37d620a7b3e",
          "body": "…l (#204)\n\n## Summary\n\n- Controlled recall-latency benchmark of the live 5.143.0/5.50.0 daemon (post-module-standardization split, PR #203), canonical histogram-delta method (`yadgar_recall_duration_ms` on :8765), CE-miss validity gate PASS.\n- Adds `docs/benchmark-results/RECALL_SPEED.md` (consolida\n[…]\ncards both blocks\n- [x] Docs: RECALL_SPEED.md + README speed subsection + checklist controlled-run section & baseline cold-graph annotation\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/204",
          "is_bot": false,
          "headline": "perf(bench): post-split recall benchmark — 5.143.0/5.50.0 perf-neutra…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-15T19:26:57Z",
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        },
        {
          "oid": "2b0e6366995f11ff59b3109a19c3f5c6346e8871",
          "body": "…v5.143.0/5.50.0) (#203)\n\n## Module-standardization jumbo train (ADR-0066 + ADR-0128)\n\nCompletes the ADR-0066 I13 module split (C1–C6 + SHIM) as one train, bundled with two quick fixes and a net-new `adr.py` split. Re-audited 2026-07-15 (plan ~90% valid); executed jumbo max-scope per user decision, \n[…]\nrap classes (reassigned globals / monkeypatch reach / call-time constants).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/203",
          "is_bot": false,
          "headline": "Module-standardization jumbo train — 7-car I13 split + shim removal (…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-15T18:09:37Z",
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        {
          "oid": "39a9d1200c4f956331d1ce833c01a957d4f7b3c5",
          "body": "…nudge (v5.142.0) (#202)\n\n## Summary\n\n- Fixes asymmetry between checkpoint hint (inlines task+timestamp) and task-list restore nudge (existence-only)\n- `_task_list_restore_nudge` now parses page body and emits compact open-task summary — one line per pending/in_progress task, capped at 12 with overf\n[…]\n20 passed, 3 pre-existing Car0 fixture errors (unrelated to this change)\n- [x] ruff clean, all pre-commit hooks pass, e2e safety net passes\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/202",
          "is_bot": false,
          "headline": "feat(session-context): inline open-task summary in task-list restore …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-15T11:14:55Z",
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        },
        {
          "oid": "20ef58e627aae33ec3c42908a0168adf53742601",
          "body": "…recall-native ADRs (v5.141.0) (#201)\n\n## ADR-consultable train — 3 cars (v5.140.0 → v5.141.0 / backend 5.48.0 → 5.49.0)\n\nA canonical-write branch-model foundation, a task-list mirror fix, and recall-native ADRs. Built as a 3-car train (Car 0 blocks 1+2), each car in an isolated worktree, merged bac\n[…]\n*adr_add parser drop** (pre-existing, unrelated): the `adr_add` MCP path intermittently drops the `decision` field — worth a separate look.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/201",
          "is_bot": false,
          "headline": "ADR-consultable train — canonical-write foundation + task-list fix + …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-15T06:00:13Z",
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        },
        {
          "oid": "89ee1de5a013e44de70ef32c5aad9595beccd5bd",
          "body": "…e sentinel)\n\nUser-confirmed final Car-0 model. Replaces the forgeable __canonical__ sentinel\nwith TRUSTED per-directory git facts.\n\n- Trusted vars {gitness: bool, default_branch: str|NULL} written ONLY by the\n  SessionStart hook (host-side, sees .git); no model-callable tool, no other\n  code path w\n[…]\nFiles-touched list + full TDD (5 flows + provenance + restart-safety + cache).\n  Downstream BLUF / Car-1 / audit-table / sequencing refs updated to the\n  trusted-gitness model. Cars 1 and 2 unchanged.",
          "is_bot": false,
          "headline": "docs(plan): lock Car 0 to trusted-gitness branch model (kill forgeabl…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T22:18:28Z",
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        },
        {
          "oid": "1e1855ed64ac63a927c9d781dbfffbc6fc0922d9",
          "body": "…train\n\nRe-plan after live-daemon (5.139.1) empirical findings; rebased onto\norigin/master (aed223c9) which shipped the task-list train — the prior audit\nran against a stale v5.136 base and wrongly concluded the task-list mirror\ndidn't exist. It does, and it is BROKEN as deployed.\n\nNew shape — 3 car\n[…]\ndit table\n(site → branch handling → correct? → car); overturns the investigator draft's\n\"task-list write is correct\" row (it is hard-rejected). All code citations\nre-verified against the rebased tree.",
          "is_bot": false,
          "headline": "docs(plan): restructure ADR-consultable into a 3-car canonical-write …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T21:28:41Z",
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        },
        {
          "oid": "4bdf0320211ad5f77dd503e3444cceec8a8d2762",
          "body": "…nc work-item\n\nRevision 1 (§A.5.1): replace the standalone planning-time recall CONVENTION\nwith a mechanically-injected agent-prompt DISCIPLINE. New page\nagent-discipline-adr-consult composed into plan-executing-build / build-car /\nscope-and-plan / rca-diagnose / debug-investigate, so agent_dispatch\n[…]\nh\nplaces, add adr-consult to the yaml, compose into the 5 patterns, sync live\nwiki, add seed tests. Cars table gains A7; B3 narrowed to the write-side line;\ntest strategy gains a discipline-seed case.",
          "is_bot": false,
          "headline": "docs(plan): ADR-consult as composed agent-prompt discipline + seed-sy…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T21:18:27Z",
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        },
        {
          "oid": "3e6d2b6fdd20b16e7cfc4e222190d9de09922091",
          "body": "…-ready)\n\nFold 7 user-resolved decisions, correct drifted code citations, and add\nthe north-star read-path audit.\n\n- Status DRAFT → AUDITED-ready; \"7 open decisions\" replaced with a\n  resolved-decisions record.\n- Decisions folded: monolith AUDIT→migrate→DELETE across ALL projects;\n  add both adr_get\n[…]\nanch, sequential IDs per project,\n  chain-safe deprecated-ADR audit rule (superseded/supersede-target retained,\n  rejected/deprecated-with-no-inbound-ref dropped), delete monolith only\n  after verify.",
          "is_bot": false,
          "headline": "docs(plan): finalize ADR-consultable + read-first-write plan (AUDITED…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T21:18:27Z",
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        },
        {
          "oid": "aed223c96edeff331001f09610fc60efe5a75ff6",
          "body": "## Stop-hook / task-list train — 6 cars (v5.136.1 → v5.139.1)\n\nFeature-branch integration train. Each car built in an isolated worktree off the train head and merged back with `--no-ff`; distinct version claims bounded the version-file conflicts. All merges green, no code conflicts.\n\n### Cars\n\n| Car\n[…]\neterminism** (surfaced by the recall-flake audit) — deferred to `docs/plans/fusion-tiebreak-determinism-2026-07-14.md` (ADR-0108 Option A).\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/200",
          "is_bot": false,
          "headline": "Stop-hook / task-list train — 6 cars (v5.136.1 → v5.139.1) (#200)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T20:32:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a44a5f354d4fb463ad18fce69b50ab07298b58f5",
          "body": "…A) — surfaced by recall-flake audit",
          "is_bot": false,
          "headline": "docs(plans): DEFER fusion score-tie determinism fix (ADR-0108 Option …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T18:57:52Z",
          "body_truncated": false,
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        },
        {
          "oid": "4b03739e92dc56f988c38d439bb0441d67ac3d48",
          "body": "… 6aff1909, verified 2026-07-14)",
          "is_bot": false,
          "headline": "docs(plans): archive recall-content-integrity-flake — OBVIATED (fixed…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T18:56:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5f01fabf37b91139eaddb4925a6eb6817e26591",
          "body": "…ing (R1-R4 + D1/D2) to a review-later plan",
          "is_bot": false,
          "headline": "docs(plans): split perf-loadtest — archive shipped part, DEFER remain…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T18:06:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1fbf25ad622ca186b5b6f5ce9adc1ee94c827fb4",
          "body": "…contract+CI vs REMAINING R1-R4; D1 snapshot-pin + D2 gating are user calls)",
          "is_bot": false,
          "headline": "docs(plans): audit perf-loadtest-contract → AUDITED (SHIPPED harness+…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T18:01:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e1bdabefa7c61bbfa4106e9c3c3cdb51f0d5c1c",
          "body": "…load-test → standalone perf-loadtest-contract)",
          "is_bot": false,
          "headline": "docs(plans): archive ci-velocity-train (#84 shipped, #83 merged; #79 …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T17:56:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4371f10759fe438549a669e7653ba02e64ccffc4",
          "body": "…8; P-SB extracted to train)",
          "is_bot": false,
          "headline": "docs(plans): archive full-observability-standard (STANDARD complete #…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T17:54:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edf14c18fcf5fdd21f4e7a70aa46165adf45ffa8",
          "body": "…ette/httpx2 stays deferred)",
          "is_bot": false,
          "headline": "docs(plans): archive shipped deps-modernization-train (task #35 starl…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T17:46:25Z",
          "body_truncated": false,
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        },
        {
          "oid": "a10ab2030e89e13a1193c07be0c4dac6389dd482",
          "body": "…d consolidation (v5.136) (#199)\n\n## Summary\n\nBundled bug-fix train (v5.136) — 9 commits. Cars for #64, #72, #74, the agent-prompt seed consolidation, a newly-found startup hook-install poison guard, plus the version bump.\n\n## Cars\n\n### fix(hooks): startup hook-install poison guard — NEW (7ef49650)\n\n[…]\ned, 0 failed**.\n- New regression test proven red→green (`assert 1 == 0` without the guard → passes with it).\n- Server + hooks suites green.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/199",
          "is_bot": false,
          "headline": "fix(bug-train): startup hook-install poison guard + #64/#72/#74 + see…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T16:10:06Z",
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          "is_coding_agent": false
        },
        {
          "oid": "065c01260e06c4aff28bbfaf74dd4bbda2d80eee",
          "body": "…d (per user)",
          "is_bot": false,
          "headline": "chore: untrack MIGRATION_NOTES.md — local hand-off channel, gitignore…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T09:48:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50c4d8cc5380d9345a5551fe1ff37333d78f6e93",
          "body": "…7 open decisions, task #76)",
          "is_bot": false,
          "headline": "docs(plans): ADR-consultable + read-first-write design plan (DRAFT — …",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T09:46:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "30ca5ed5c54752396d614490f1958f34375f926a",
          "body": "…ram untrack (docs-reorg) (#198)\n\nExecutes the docs/ taxonomy reorg (docs-cleanup #65) as a sequential 5-car train on one branch. git mv throughout (history preserved); inbound refs updated same-car.\n\n## Cars\n\n- Car A (729b1ccf) — taxonomy scaffold + bulk root doc moves. Created contracts/ reference\n[…]\nfs outside frozen trees (CHANGELOG, plans/archive, roadmap/archive) and historical planning/report records.\n\nDo not merge yet — for review.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/198",
          "is_bot": false,
          "headline": "docs: taxonomy reorg — contracts→docs/contracts/, roadmap dedup, diag…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-14T09:44:51Z",
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        },
        {
          "oid": "b5331c43a7467e4877d147a8e18ef1dc0242d037",
          "body": "## Fixes train v5.135 — 6 cars, one PR, one version (core 5.135.0 / backend 5.46.0)\n\nWorktree-built cars, cherry-picked linear onto `feat/fixes-train`. (yadgar has no PR template — confirmed.)\n\n### Cars\n- **#58 — recall `stage_overrides`** (`4cc6918c`): remove the never-wired `stage_overrides` param\n[…]\nend nix bump on merge. No DB migration, no config-format break.\n\nCloses #58, #19, #26, #55, #52. Fixes the #196/Car2 PreCompact regression.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/197",
          "is_bot": false,
          "headline": "fixes train v5.135 — 6 cars (core 5.135.0 / backend 5.46.0) (#197)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T23:06:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1a8edae8ec294b593a2dcd83aae2341d0d51dce8",
          "body": "…ess (5.134.0/5.45.0) (#196)\n\n## HOOKS train — one PR, one version (core 5.134.0 / backend 5.45.0)\n\nThree audited-plan cars, worktree-parallel, integrated to `feat/hooks-train`. Turns prose HARD RULES into mechanical enforcement + hardens context-restore + fixes the installer for normal users.\n\n### \n[…]\n-deploy → installs the router + self-heals any stale db-lockdown pointer.\n- No DB migration. No config-format break.\n\nCloses #11, #54, #59.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/196",
          "is_bot": false,
          "headline": "HOOKS train: PreToolUse router + compact/restore + installer correctn…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T18:38:16Z",
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        },
        {
          "oid": "4591949a346fb0576df9757f048d8a47e5e86f8f",
          "body": "- #58 recall-stage-overrides: REMOVE-PARAM (never wired; targets dead\n  recall_via_pipeline). Dead-path deletion cross-refs #19 Car R.\n- #12 recall-content-integrity-flake: RECENCY-WINS tie-break (score, id desc)\n  at the 2 real convex sort sites; diagnose-gate requires exact float-equal.\n\nFixes train (v5.135) now 6/6 AUDITED-ready; builds after hooks PR #196 merges.",
          "is_bot": false,
          "headline": "docs(plans): fixes #58 + #12 → AUDITED-ready (user decisions locked)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T18:11:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cecbf7b6a8c29653701129e9fd6fc33074f907df",
          "body": "- recall-stage-overrides (#58): AUDITED-needs-rework — 'wire-through' premise false\n  (recall_via_pipeline is dead prod code); decision pending remove-vs-consume\n- migration-notes-trim (#52): AUDITED-ready (no false-prune; delete by header-anchor)\n- workflow-codification (#55): AUDITED-ready (file-e\n[…]\nerge\n  w/ tracking anchor)\n- recall-content-integrity-flake (#12): AUDITED-needs-rework (small) — real sort is\n  convex L115 + prior-boost L199; tie-break direction decides pass/fail\n\nNo code changes.",
          "is_bot": false,
          "headline": "docs(plans): FIXES train — 4 car plans + audits (#58/#52/#55/#12)",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T16:31:41Z",
          "body_truncated": true,
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        },
        {
          "oid": "e30eeba80d65d918bacc5ebf23942f131807c408",
          "body": "…2 (5.133.0/5.44.0) (#195)\n\n## obs-quickwins train — one PR, one version (core 5.133.0 / backend 5.44.0)\n\nThree independent-seam cars integrated on `feat/obs-quickwins-train` via `--no-ff` merges.\n\n### BLUF\nHeadline is a **P0 fix**: the entire `@observe` metric arm has been silently dead process-wid\n[…]\nrmat break.\n- Plan archived to `docs/plans/archive/psb-observability-2026-07-13.md` (ADR-0081/0082).\n\nCloses #6, #36, #48, #50 (P-SB half).\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/195",
          "is_bot": false,
          "headline": "obs-quickwins train: P-SB observability + npm audit + model-tier Wave…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T15:04:09Z",
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        },
        {
          "oid": "22a140c13a53137e9d68027d71a7554b818fb42d",
          "body": "Folded audit fixes into each plan body:\n- pretooluse-router: matcher redesigned (wrapper-peel + git-global-opt-peel closes\n  git -C/-c and sudo/bash -c leaks); subagent-fire verified via docs; AUDITED-ready\n- compact-restore: in-flight algo corrected (async_launched − {completed,killed};\n  0 by cons\n[…]\nFix-B omit-env default; orphan-cleanup dropped (resolved live); AUDITED-ready\n\nTrain version = 5.134.0 (sequences after #195's 5.133.0 merges; router plan's\n5.133 line is superseded). No code changes.",
          "is_bot": false,
          "headline": "docs(plans): HOOKS train — 3 plans reworked to AUDITED-ready",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T14:38:06Z",
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        },
        {
          "oid": "0b0a3c975b80aa1a723741de15045276f6c4fb40",
          "body": "…re, installer)\n\nAudited adversarially (2026-07-13):\n- pretooluse-router: AUDITED-needs-rework (matcher false-negatives: git -C / wrapper-peel; generalize git global-opt handling; verify subagent-fire premise)\n- compact-restore: CONDITIONAL (BUG1+dedup land-ready; enrichment in-flight-count claim wr\n[…]\nsubstring; ${VAR}-in-env unverified → default omit-env)\n\nOrphan hook-file question RESOLVED: hyphen=entrypoint / underscore=logic-module split, both LIVE, zero dead — no cleanup car.\n\nNo code changes.",
          "is_bot": false,
          "headline": "docs(plans): HOOKS train — 3 audited car plans (router, compact/resto…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T14:24:45Z",
          "body_truncated": true,
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        },
        {
          "oid": "6effa5da2ca1eb333119e1bb3b72184096510d6e",
          "body": "Per-plan verdicts (opus adversarial audits, 2026-07-13):\n- adr-add-id-race: ACCEPT (threading.Lock primitive confirmed correct both modes)\n- dead-code-sweep: PROCEED (8/8 dead verified; re-word Car R gate off ADR-0046)\n- module-standardization: NEEDS-REWORK (version sequence after #195; allowlist vs\n[…]\nlemetry-trio: APPROVE-W/-CHANGES (fold to design-of-record; F3 cut; draft gate dormant)\n- plt-observability-polish: REVISE (P-SB dep landing via #195; recall-stage repoint justified)\n\nNo code changes.",
          "is_bot": false,
          "headline": "docs(plans): append adversarial audit sections to 6 DRAFT plans",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T13:36:27Z",
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        },
        {
          "oid": "bb515e4b97e99f3daf88e9a84e502f7f140d73f2",
          "body": "…ts own copy\n\nThe P-SB plan is completed by the obs-quickwins train, which archives it to\ndocs/plans/archive/ per ADR-0081/0082. Removing the root duplicate to avoid a\npost-merge collision.",
          "is_bot": false,
          "headline": "docs(plans): drop psb plan from root — obs-quickwins train archives i…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T13:08:57Z",
          "body_truncated": false,
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        },
        {
          "oid": "5f66da7354a161b260df5ebed64fb95417657d1f",
          "body": "- dead-code-sweep: 4 capped cars, 8 confirmed-dead storage methods, vulture\n  min-conf-60 CI-prevention gate; scope-bounded vs 531809 blast-radius (#19)\n- plt-observability-polish: extend in-repo dashboard.json v1->v2, +3 rows\n  +4 alerts, recall-stage repoint (P-SB-dependent, merge-dormant) (#23)\n\nDRAFT/awaiting-audit. No code changes.",
          "is_bot": false,
          "headline": "docs(plans): add dead-code-sweep + plt-observability-polish plans",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T13:00:44Z",
          "body_truncated": false,
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        },
        {
          "oid": "f8e2268b8c5b56951cbd229e816b00285ba2132f",
          "body": "Audit-ready design plans authored in parallel for the next planning cycle:\n- adr-add-id-race: threading.Lock fix for theoretical concurrent adr_add ID race (#26)\n- agent-brain-learning-loop: harden the live SubagentStop findings-auto-ingest path (#39)\n- module-standardization-train: 6 I13 file-split\n[…]\nc-arm P0 fix (obs-quickwins train)\n- viz-trace-replay: appended adversarial AUDIT section, Status AUDITED-ready (#25)\n\nAll DRAFT/awaiting-audit except viz (audited) and psb (audited). No code changes.",
          "is_bot": false,
          "headline": "docs(plans): backlog planning batch — 5 new plans + viz-mesh audit",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T12:47:15Z",
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        {
          "oid": "3c70ed88118702f31987b081f1a62ac19736ffe5",
          "body": "…6), stale pins, plan archival (#194)\n\nSingle-PR post-T4 documentation cleanup. Groups A–F below. No code changes; docs + flake.nix backend cgroup/mount only. Version-consistency and backend-bump hooks pass green — **no version bump** (flake edit touches only `docker run` args, not the `version =` s\n[…]\nonly PRs. `flake.nix` is safe to ignore in `ci-release.yaml` because the release gate keys off `pyproject.toml` version, not flake content.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/194",
          "is_bot": false,
          "headline": "docs: post-T4 cleanup — correct CE/reranker claims, --cpus 3 (ADR-010…",
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          "committed_at": "2026-07-13T11:38:58Z",
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          "oid": "1f682955208bb2ab7df46a8d74eec0350a842b82",
          "body": "…latency hypothesis confirmed) (#193)\n\n## Summary\n\nAppends a new dated section to `docs/testing/recall-perf-checklist.md` committing the cross-version sweep verdict as the empirical verification of the T4 Ettin latency hypothesis.\n\n## Sweep results\n\n| Version (core/backend) | Reranker | CPUs | Mean \n[…]\nle via `config.yaml`.\n\n## Files changed\n\n- `docs/testing/recall-perf-checklist.md` — appended new section (74 lines); prior run-logs intact\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/193",
          "is_bot": false,
          "headline": "docs(perf): cross-version sweep verifies Ettin 2.4x faster than GTE (…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T10:25:53Z",
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          "oid": "5957f9027d6a5a0b5164c011ec80213201e37a9b",
          "body": "…t method (CE =25% not 70-90%) (#192)\n\n## Summary\n\n- **3 runtime bugs fixed** in `run_perf_loadtest.py`: missing auth header (401 on every recall → silent 100% error rate), missing `directory` param on recall call, and `None` crash in `compare_to_baseline` when `ce_mean_ms` is null.\n- **Dead-metric \n[…]\n\n\nNo version bump — `benchmarks/` and `docs/` are not backend build inputs. Pre-commit `check-backend-bump` and `check-versions` both pass.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/192",
          "is_bot": false,
          "headline": "fix(perf): repair recall-perf harness + document corrected measuremen…",
          "author_name": "openfantasy-toaster",
          "author_login": "m-agahi",
          "committed_at": "2026-07-13T08:40:31Z",
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          "oid": "471eba131d1a98b121be8fad51cc1a5377363869",
          "body": "…d image (core 5.132.0, backend 5.43.0) (#191)\n\n## T4 — Ettin CE-reranker swap (one train PR, ADR-0088)\n\nSwaps the cross-encoder reranker default from **GTE-ModernBERT (150M)** to **Ettin-32m** (`cross-encoder/ettin-reranker-32m-v1`, 32.8M, ModernBERT-lineage, Apache-2.0), gated on a LongMemEval mem\n[…]\n 4 kept/0 broken, all pre-push hooks passed (I25 config-sync, I32 capability-registry, I33 observe-coverage, e2e safety net). No new skips.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/191",
          "is_bot": false,
          "headline": "feat(t4): Ettin reranker train — swap + gate + self-sufficient backen…",
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          "body": "…2-CPU GTE baseline (#190)\n\n## Summary\n\n- Appends `5.131.0/5.42.0 transformers-5.x new-stack baseline (backend --cpus 2, 2026-07-12)` run log to `docs/testing/recall-perf-checklist.md`\n- Documents warm CE-miss timings (6 fresh queries, CE-miss validity gate PASS at 14.3 misses/query), HOT and restor\n[…]\nASS\n- [x] Bot identity verified: openfantasy-toaster@... + codeberg-agent remote\n- [x] Branch `docs/recall-bench-5.131.0` off latest master\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/190",
          "is_bot": false,
          "headline": "docs(perf): 5.131.0/5.42.0 transformers-5.x recall bench — new-stack …",
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          "oid": "f0f4b2628d0e43ddb671096529640471a8a9e5e1",
          "body": "…core 5.131.0, backend 5.42.0) (#189)\n\n## Deps-modernization train — transformers 5.x + blanket lock upgrade\n\nPlan: `docs/plans/deps-modernization-train-2026-07-12.md` (AUDITED — in build; ONE PR per the ADR-0088 train convention). **core 5.131.0 / backend 5.42.0.** Unblocks T4 Ettin: `cross-encoder\n[…]\n:5.131.0`.\n\n### Rollback\n\nRevert the PR = old lock + salt \"1\" + old CI tag refs (old images still in registry). No prod model swap to undo.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/189",
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          "oid": "33a2f3f4c9b5c50fc6f0761270a6ee5f64bb489f",
          "body": "…+ drift fixes (#188)\n\nT4 Ettin train **Car 0 — Ettin-independent pre-fixes, SEPARATE PR** per the audited plan (`docs/plans/t4-ettin-train-2026-07-12.md`, ships in this PR with the user-decision fields resolved). Revert rationale (user directive): the Ettin swap (train PR, Cars 1-4) must be reverti\n[…]\ncomplete`, `test_wiki.py::test_recall_includes_wiki_results` — parallel-run flakes; pass isolated/repeated (CI mitigates with `--reruns 2`)\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/188",
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          "headline": "fix(pre-ettin): T4 Car 0 — CE-cache ckpt split-brain + observability …",
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          "body": "…l hardening (#187)\n\n## Summary\n\nDocuments the 2026-07-12 CPU-scaling measurement series (backend `--cpus 2 → 3 → 4`, core 5.129.0 / backend 5.40.0) in `docs/testing/recall-perf-checklist.md`.\n\n### Consolidated 2v3v4 results\n\n| Regime | 2-CPU | 3-CPU | 4-CPU | 2→3 Δ | 3→4 Δ | 2→4 Δ |\n|---|---|---|--\n[…]\ns\n- Verify run-log section renders correctly in Codeberg markdown viewer\n- Protocol lessons are standing additions to the procedure section\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/187",
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          "oid": "458ed74d61f363332a2b058d84d2a88d8e191f9f",
          "body": "…rm-measurement method correction (core 5.129.0, backend 5.40.0) (#186)\n\nPre-T4 anomaly RCA + fixes (docs/plans/archive/t3 Car 0 follow-up).\n\n## Anomaly 1 — warm '93% core-side' wall: MEASUREMENT ERROR, no code bug\nFull matched-trace span tree proves the 13.6s warm wall is 99% backend POST /recall (\n[…]\n further version bumps (unmerged PR). ONE build after merge, then the CPU-scaling measurement series (2->3->4) runs on trustworthy numbers.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/186",
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          "headline": "fix(restore): kill the N+1 entity-enrichment storm (264s -> ~5s) + wa…",
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          "body": "…eline\n\nCaptures the three-regime measurement on the just-deployed T3 stack:\n- COLD (warm model, fresh CE): ~10,847ms median (3 queries)\n- WARM common case (distinct queries, CE-cache miss): ~13,625ms median (6 queries)\n- HOT (exact-repeat, CE-cache hit): ~4,555ms\n\nKey findings: warm bottleneck is c\n[…]\n026-07-09 sweep (multi_passage=OFF Car1 + T2 restructure).\nBonus checks: restore() still times out, /graph 200, store_swap retained_old=1 (expected).\nT4 Ettin A/B baseline numbers locked in both docs.",
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          "headline": "docs(perf): T3 Car 0 live re-measure on 5.128.0/5.39.0 — T4 Ettin bas…",
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          "body": "…core 5.128.0, backend 5.39.0) (#185)\n\nFINAL T3 car (plan archived in-branch, ADR-0081/0082/0094 + user option-B reversal: capability-first). Closes the T3 restructure train; Car 0 live re-measure follows post-deploy (docs-only).\n\n## Capability: raise --cpus and the pipeline fans out, no code change\n[…]\n 67 green; pre-push e2e green.\n\n## Versions\ncore 5.127.0 -> 5.128.0; backend 5.38.0 -> 5.39.0. ONE build after merge covers #183+#184+this.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/185",
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          "headline": "perf(recall): T3 Car 3 (final) — CPU-aware, parallel-ready pipeline (…",
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          "body": "… (core 5.125.0, backend 5.37.0) (#184)\n\nT3 Car 1 per docs/plans/t3-recall-restructure-2026-07-11.md (per-car PRs, ADR-0094). GO verdict on the gate.\n\n## The flip\nMULTI_PASSAGE_RERANKING_ENABLED default True -> False (config.py). Drops a batched CE call per recall on a CE-bound path — the second-hig\n[…]\ners backend pipeline behavior; check_backend_bump gate gap noted). Parallel Car 2 (PR #183) claims 5.126.0/5.38.0; second-to-merge rebases.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/184",
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          "body": "…ath (core 5.126.0, backend 5.38.0) (#183)\n\nT3 Car 2 per docs/plans/t3-recall-restructure-2026-07-11.md (per-car PRs, ADR-0094).\n\n## What moved off the recall critical path\n- Backend DB half — DECOMPOSED, not deferred wholesale: _apply_recall_db_side_effects mutates the response list in place (heat/\n[…]\n7.0; second-to-merge rebases keeping claims).\n\n16 new tests; 125+38+24 regression sweeps green; I25/I32/I33 gates pass; pre-push e2e green.\n\nReviewed-on: https://codeberg.org/maxagahi/yadgar/pulls/183",
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          "headline": "perf(recall): T3 Car 2 — side-effect halves forked off the response p…",
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          "body": "Adversarial re-audit of the Train-2/T3 restructure section of\nrecall-3-train-overhaul-2026-07-04.md against master 5b9c8ca1 (post-T2,\ncore 5.124.0/backend 5.36.0). Verifies every load-bearing claim at\nfile:line.\n\nFindings: f9de7cef target structure ~80% already realized (late union +\nseparate-batche\n[…]\nff) and the flag name in the\nplan is wrong. Async fork not done (still inline-blocking at\nembed_service.py:1276 + recall_session.py:51). Per-car model labels +\ngates + >2-CPU revisit trigger included.",
          "is_bot": false,
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          "headline": "refactor: T2 layer-boundary train — placement laws enforced end-to-en…",
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          "headline": "docs(plans): telemetry + update-count + prompt-sync design (Status: R…",
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                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 53,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 18,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.996
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 3,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "3/3 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 3,
                      "decided": 3
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "followers": 1,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "m-agahi",
              "public_repos": 5,
              "account_age_days": 2270
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of m-agahi",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "m-agahi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~6 yr old",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "yadgar"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "149 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 149
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 82,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "7 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "2 out of 3 merged PRs checked by a CI test -- score normalized to 6",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 42,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "2 out of 3 merged PRs checked by a CI test -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 4",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "19 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 75,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "yadgar/_shared/AGENTS.md",
                "yadgar/backend/AGENTS.md",
                "yadgar/core/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 20810
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, yadgar/_shared/AGENTS.md, yadgar/backend/AGENTS.md, yadgar/core/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, yadgar/_shared/AGENTS.md, yadgar/backend/AGENTS.md, yadgar/core/AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "sdk-js/tsconfig.json",
                "yadgar/py.typed"
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              "agent_commit_share": 0.05,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "sdk-js/tsconfig.json, yadgar/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "sdk-js/tsconfig.json, yadgar/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, Nix, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "5 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 5,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
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