tangle-network / agent-knowledge

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Встановлення npm:@tangle-network/agent-knowledge@4.1.0 тягне 41 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 1360,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "JavaScript": 18050,
        "TypeScript": 1616888
      },
      "pushed_at": "2026-07-24T01:50:55Z",
      "created_at": "2026-05-03T17:18:52Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T01:50:59Z",
      "description": "Build, search, evaluate, and improve source-backed knowledge bases.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "TypeScript",
      "significant_languages": [
        "TypeScript"
      ]
    },
    "owner": {
      "blog": "https://tangle.tools",
      "name": "Tangle",
      "type": "Organization",
      "login": "tangle-network",
      "company": null,
      "location": null,
      "followers": 758,
      "avatar_url": "https://avatars.githubusercontent.com/u/76852793?v=4",
      "created_at": "2021-01-01T21:51:44Z",
      "is_verified": null,
      "public_repos": 248,
      "account_age_days": 2029
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v4.1.0",
          "kind": "minor",
          "published_at": "2026-07-18T17:51:48Z"
        },
        {
          "tag": "v4.0.1",
          "kind": "patch",
          "published_at": "2026-07-18T14:46:59Z"
        },
        {
          "tag": "v4.0.0",
          "kind": "major",
          "published_at": "2026-07-18T06:49:33Z"
        },
        {
          "tag": "v3.2.1",
          "kind": "patch",
          "published_at": "2026-07-18T02:24:41Z"
        },
        {
          "tag": "v3.2.0",
          "kind": "minor",
          "published_at": "2026-07-18T00:48:36Z"
        },
        {
          "tag": "v3.1.0",
          "kind": "minor",
          "published_at": "2026-07-17T22:56:47Z"
        },
        {
          "tag": "v3.0.1",
          "kind": "patch",
          "published_at": "2026-07-16T18:19:37Z"
        },
        {
          "tag": "v3.0.0",
          "kind": "major",
          "published_at": "2026-07-15T17:06:03Z"
        },
        {
          "tag": "v2.0.1",
          "kind": "patch",
          "published_at": "2026-07-14T16:09:52Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2026-07-14T04:37:38Z"
        },
        {
          "tag": "v1.12.1",
          "kind": "patch",
          "published_at": "2026-07-12T03:02:40Z"
        },
        {
          "tag": "v1.12.0",
          "kind": "minor",
          "published_at": "2026-07-12T02:55:42Z"
        },
        {
          "tag": "v1.11.2",
          "kind": "patch",
          "published_at": "2026-07-11T06:16:42Z"
        },
        {
          "tag": "v1.11.1",
          "kind": "patch",
          "published_at": "2026-07-08T19:53:11Z"
        },
        {
          "tag": "v1.11.0",
          "kind": "minor",
          "published_at": "2026-07-08T19:29:35Z"
        },
        {
          "tag": "v1.10.0",
          "kind": "minor",
          "published_at": "2026-06-25T01:26:01Z"
        },
        {
          "tag": "v1.9.0",
          "kind": "minor",
          "published_at": "2026-06-24T22:26:54Z"
        },
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2026-06-24T21:37:25Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2026-06-05T00:04:58Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2026-06-04T12:05:03Z"
        },
        {
          "tag": "v1.5.2",
          "kind": "patch",
          "published_at": "2026-06-02T12:38:10Z"
        },
        {
          "tag": "v1.5.1",
          "kind": "patch",
          "published_at": "2026-05-28T20:50:13Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2026-05-26T12:18:27Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2026-05-20T08:47:53Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2026-05-14T17:34:57Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "95ae68270082c1cedbc0b1983c3b65c954875dda",
          "body": null,
          "is_bot": false,
          "headline": "fix(optimization): require explicit retrieval methods (#77)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-24T01:50:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32e1c1ba680eef0a89234ae0260882ecdab7d67f",
          "body": "…#76)",
          "is_bot": false,
          "headline": "feat(optimization): run knowledge searches through complete methods (…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-24T01:37:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77f2394d891485d9eeb84e22945b710210cc1494",
          "body": "* feat(skills): add knowledge adoption workflow\n\n* fix(skills): harden package checks\n\n* fix(skills): validate folded descriptions\n\n* fix(skills): harden installed skill verification",
          "is_bot": false,
          "headline": "feat(skills): add knowledge adoption workflow (#75)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-23T03:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37a613c2767f8b98a706ff2b4e41e642353ab3ab",
          "body": "* feat(search): expose filesystem search provider\n\n* docs(readme): lead with developer entry points",
          "is_bot": false,
          "headline": "docs(readme): lead with developer entry points (#74)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-23T01:41:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94ad1dde4cbb8e0db8e82643799874c3cb667b94",
          "body": "* refactor(knowledge): modularize KB and RAG internals\n\n* fix(release): accept holdout scenario evidence\n\n* fix(sources): correct HTTP provenance contract\n\n* chore(package): simplify dependencies and documentation\n\n* docs(sources): preserve HTTP fetch invariants",
          "is_bot": false,
          "headline": "refactor(knowledge): modularize KB and RAG internals (#73)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-18T17:51:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1516d2071d7dda6b41dcffcb1855f54d40c4fc9b",
          "body": "Preserve the public API and behavior while splitting oversized memory and benchmark modules, centralizing test support, and removing the remaining source import cycle.",
          "is_bot": false,
          "headline": "refactor(memory): modularize benchmarks and experiments (#72)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-18T14:46:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "428fcd745e774ec8a5a09579d8ed41e954657922",
          "body": "* feat(memory): add branchable provider improvement system\n\n* fix(memory): harden provider recovery and cost controls\n\n* fix(memory): harden parallel resume and activation\n\n* fix(memory): close provider isolation and recovery gaps",
          "is_bot": false,
          "headline": "feat(memory): add branchable provider improvement system (#71)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-18T06:49:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3589bb2e4ac734e862d0d418154cbddb2ea9f52",
          "body": null,
          "is_bot": false,
          "headline": "fix(improvement): keep promoted run reopening read-only (#70)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-18T02:24:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a43e91d4bf9c2fdbb55b7800b7af8b1ef1e485df",
          "body": null,
          "is_bot": false,
          "headline": "feat(improvement): bind activations to knowledge changes (#69)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-18T00:48:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b66fe2a26957caffca23816f8ad63d23c9726623",
          "body": "…store\n\nfeat(improvement): restore approved knowledge baseline",
          "is_bot": false,
          "headline": "Merge pull request #68 from tangle-network/feat/knowledge-baseline-re…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-17T22:56:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06febc98e05fc88314bcaedfecb15832063a367e",
          "body": null,
          "is_bot": false,
          "headline": "feat(improvement): restore approved knowledge baseline",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-07-17T22:45:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cc44665dcd66e3f19dbf5dc33675b2f25b64b6b",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): align agent stack (#67)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-16T18:19:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef94d373980ce641a178448ac7d845d0eefff5d4",
          "body": null,
          "is_bot": false,
          "headline": "fix(package): make published tarballs re-packable (#66)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-16T18:10:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "820c08bd10561c3176b3d4ffb7a44b7cd2a39946",
          "body": "…te-contract\n\nrefactor(contract): remove knowledge candidate schema versions",
          "is_bot": false,
          "headline": "Merge pull request #65 from tangle-network/refactor/unversion-candida…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-15T17:06:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e9a398cdcbebe5b56f6588b008814298c4ba6e7",
          "body": null,
          "is_bot": false,
          "headline": "refactor(contract): remove knowledge candidate schema versions",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-07-15T17:03:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c662e5d65982308a0a07a86de866278ca221715b",
          "body": null,
          "is_bot": false,
          "headline": "feat(candidate): export shared knowledge references (#64)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-14T16:09:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9cad919ec0ad77bc0414eb54ab96dee7afbbed97",
          "body": "Make candidate measurement, approval, promotion, persistence, cost accounting, and crash recovery exact and reusable.",
          "is_bot": false,
          "headline": "feat(improvement): promote exact knowledge candidates",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-14T04:37:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f849558968fe87833430f35ddb434dce91237471",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump agent-knowledge to 1.12.1 (#62)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-12T03:02:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d24de53c8d5f87708df9de8d86713235cdb4a1ff",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump agent-knowledge to 1.12.0 (#61)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-12T02:55:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e90f385fb7e202d84429bbf35c68c5528fe3806",
          "body": null,
          "is_bot": false,
          "headline": "feat(discovery): pursue bounded follow-up research (#60)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-12T02:54:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f5e53acef43fa23806faa04f563753f333f2697",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): align agent-eval 0.113 (#59)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-11T06:16:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c6a2def2a78e6e2dc52c029812dd3760869b567",
          "body": "Clarifies the agent-knowledge README use cases and runtime integration path for KB improvement.",
          "is_bot": false,
          "headline": "docs(readme): clarify knowledge usage paths",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T20:16:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a5e9558c45e9f47fc7b674789d643e195ca9421",
          "body": "Bump agent-knowledge to 1.11.1 and align its agent-eval dependency with the latest patch.",
          "is_bot": false,
          "headline": "chore(deps): align agent-eval 0.108.1",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T19:53:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b83c1d3a444e1fde85b9db52a92f70e61ef13352",
          "body": null,
          "is_bot": false,
          "headline": "feat(readiness): add KB readiness evaluator (#56)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T19:29:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d9e76c3ddccbbe60046112b481556349b8728bf",
          "body": null,
          "is_bot": false,
          "headline": "refactor(knowledge): make package runtime-independent (#55)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T19:03:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9be64f166f1b2723ed29826c2dcd93671e8ac73",
          "body": null,
          "is_bot": false,
          "headline": "feat(benchmarks): rank real memory adapters (#54)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T18:06:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3eadd50865a787ce47a1f83dc03c5d400f58cb62",
          "body": null,
          "is_bot": false,
          "headline": "feat(benchmarks): add memory benchmark suite (#53)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T16:08:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "894154f93cea02e5a86511f3887ab89d1dcbb76b",
          "body": null,
          "is_bot": false,
          "headline": "test(benchmarks): add all-family smoke pack (#52)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T01:25:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "212cbd6d2ee644858f2a70b64d01fb254cc81a4d",
          "body": null,
          "is_bot": false,
          "headline": "feat(benchmarks): add knowledge benchmark suite (#51)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T01:21:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "456215176ac126f03497b587ff93d10d3819fe32",
          "body": "Adds improveKnowledgeBase as a resumable candidate-KB wrapper around the existing RAG lifecycle, updates Tangle deps, and covers promotion/resume/parallel-safety behavior.",
          "is_bot": false,
          "headline": "feat(improvement): add resumable knowledge base loop",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-08T00:37:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "661c806fbd38fba241e2b0325c78b1ddb500fa1f",
          "body": null,
          "is_bot": false,
          "headline": "feat(rag): add answer and KB quality evals (#49)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-07T20:46:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3003acb3cacd4bc9640ca9d26d73b0c5ec999008",
          "body": null,
          "is_bot": false,
          "headline": "feat(rag): expose knowledge improvement lifecycle (#48)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-07T20:18:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65750bde27667cbd9421aa7f9634a76a17818118",
          "body": "Add the retrieval/RAG eval improvement loop, tests, and SOTA eval roadmap.",
          "is_bot": false,
          "headline": "feat(retrieval): add RAG eval improvement loop",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-07T20:06:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1b82f8373b3210d028843aa6e4c85f827bc73f9",
          "body": "…ounterfactual logging)\n\n* feat(memory): optional randomized retrieval holdout (epsilon-dropout) for treatment-effect logging\n\nOpt-in, default-off hook between adapter.search() and renderMemoryContext():\nwith per-session probability epsilon, suppress one watchlist item from every\nretrieval of that s\n[…]\nrted for test isolation.\n- New tests: IPS-vs-SNIPS divergence under arm imbalance with mixed\n  candidate counts, doublyRobust with per-session qHat, partial-batch and\n  missing-reward fail-loud paths.",
          "is_bot": false,
          "headline": "feat(memory): default-off retrieval-holdout hook (epsilon-dropout + c…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-05T00:07:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dba9ea95c6cd75fb8c509cab98cd40f109ef590e",
          "body": "…rchLoop (#45)\n\n* feat(memory): optional randomized retrieval holdout (epsilon-dropout) for treatment-effect logging\n\nOpt-in, default-off hook between adapter.search() and renderMemoryContext():\nwith per-session probability epsilon, suppress one watchlist item from every\nretrieval of that session (s\n[…]\nhe\nVerified* family, matching the existing createVerifyingResearchDriver sibling.\n\nDeprecated aliases keep every old name exported (non-breaking); prefer the Verified* names.\ntsc clean, bundle builds.",
          "is_bot": false,
          "headline": "refactor(research): rename runTwoAgentResearchLoop → runVerifiedResea…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-07-04T21:16:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "035a8d423037dafc82a31fc7e3b8525a30b61488",
          "body": "… reliably discriminates (#44)\n\nRun a fixed K=32 independent slots (16 each over two non-memorized MoE\npapers, samples=4) through the causal-challenger -> refine -> accept loop\nand report the accepted-rate with a Wilson 95% CI, the per-slot gap\ndistribution, and the plain-vs-refined gap-widening wit\n[…]\n\n- docs/results/autodata-live.md: replace the noisy n=3 section with the\n  powered rate + CI, the gap distribution, and two autopsied accepted\n  examples (real weak-fails-strong-derives on both docs).",
          "is_bot": false,
          "headline": "feat(autodata): powered accept-rate with CI — settle whether the loop…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-26T16:03:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "02302860a9d53258deb8509f6e2c43e8189d09d7",
          "body": "…ak gap (#43)\n\n* feat(autodata): non-extractive causal challenger — open the strong/weak gap\n\nThe discriminative data-creation loop nulled because questions leaked their\nanswer (recall) and the default doc was memorized by the weak solver, so an 8B\nread/recalled as well as a frontier model and no ex\n[…]\nhe +0.20 gap-widening from the fold; what doesn't\nis the accepted count. Reframed from 'it works' to 'directionally confirmed but noisy/\nunder-powered at n=3' — the small-n mirage, flagged not buried.",
          "is_bot": false,
          "headline": "feat(autodata): non-extractive causal challenger — open the strong/we…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-26T08:28:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2db1feb0ffc8994c7653479449c7b2e84a68f32f",
          "body": "…Tokens + tier env knobs (#42)\n\nThe strong reasoning-model solver returned empty visible content at maxTokens=1024\n(budget spent on hidden reasoning) and was silently scored 0 — manufacturing a false\nnegative strong/weak gap across every live run. Fix: maxTokens=8000 + throw on empty\ncontent (no sil\n[…]\nth the fix the gap\nis ~0 (not negative): on extractive doc-grounded QA an 8B scores as well as a frontier\nmodel — the lever is challenger difficulty, not model tier. See docs/results/autodata-live.md.",
          "is_bot": false,
          "headline": "fix(autodata): fail loud on empty solver content + reasoning-safe max…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-25T22:30:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "26c617f49fb76a5434d0ad2564439198869e414c",
          "body": "…irical strong/weak gap (#41)\n\nThe LIVE Autodata / Agentic Self-Instruct application: ground on a real source\ndocument, run the agentic data-creation inner loop with REAL two-tier solver\nmodels over the Tangle router, score with an llmJudge rubric, keep only examples\nthat DISCRIMINATE a strong solve\n[…]\nd\ncalibration even when nothing clears the bar.\n\nOffline tests are credentialless (scripted workers + mock-transport judge) so CI\nstays green without keys. Run live with `pnpm autodata` under dotenvx.",
          "is_bot": false,
          "headline": "feat(research): Autodata dataset builder — real two-tier solvers, emp…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-25T20:57:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5e9adb0daebf3aebe1dd29df4fd65315be7ed7bf",
          "body": "…aced, a metric that needs investigation not retrieval (#40)\n\n* test(eval): held-out investment-research eval set (5 companies, 27 material facts)\n\nAdd tests/eval/investment-thesis-set.ts: a firewalled eval set for the\nresearch loop, mirroring tests/loops/held-out-exam.ts. Give a loop a company\n+ ti\n[…]\nesult link list at the tail.\n\nA/B numbers transcribed verbatim from commit 338bc54's recorded live run; calibration\nnumbers verified green offline (pnpm test investment-calibration). Docs-only change.",
          "is_bot": false,
          "headline": "feat(research): investment-thesis research eval — material-facts-surf…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-25T14:44:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "939610ae5510fc564cce9ba1b91c502af35e95af",
          "body": "…estions not dedup (#39)\n\n* feat(research): research-DRIVING driver (drives depth+validation, not source filtering)\n\nAdd createResearchDrivingDriver, a ResearchDriver for runTwoAgentResearchLoop\nwhose job is to drive the research DEEPER each round rather than filter sources\n(the opposite of the rele\n[…]\n 12-16x more — the verdict flips with\nthe compute budget (web variance), and ties a blind worker even when forced to\nrun its full multi-round mechanism. Numbers match docs/results/research-driving.md.",
          "is_bot": false,
          "headline": "feat(research): a research-driving loop, measured on held-out deep qu…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-25T09:54:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1a49608c0ac1ebe971dc9afe3dcec7758ef68b8b",
          "body": "Ships unreleased exports already on main:\n- createClaimGroundingVerifier / groundClaimInText / withCitedClaim (claim-grounding.ts)\n- createAdaptiveResearchDriver (adaptive-driver.ts)\n- RouterClient.usage() + RouterUsage (per-arm cost instrumentation)",
          "is_bot": false,
          "headline": "chore(release): bump agent-knowledge to 1.10.0 (#38)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-25T01:26:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7013216442f1cf5dbf911b2d8da7ebd277b2ee99",
          "body": "…lan (#37)\n\nFour AgentProfile sketches for the research/knowledge domain (researcher\nworker, verifier driver, research supervisor, thin dedup-verifier), informed\nby emilkowalski/skills' skill shape and the dedup insight (the verifier is a\nthin lens over the deterministic validator, not a heavy re-ju\n[…]\n status (exists at tangle-network/supervisor-lab, the\ntwo-agent loop is already ported as bench/supervise-topology.ts) and a concrete\nplan to land these profiles + wire the thin verifier gate into it.",
          "is_bot": false,
          "headline": "docs: supervisor prompt + agent-profile ideas + supervisor-lab port p…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-25T01:21:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a137d7dae0817590c5d23082437fb0371dfe5f83",
          "body": "* feat(research): instrument per-arm router cost (tokens/$/latency/calls) for the A/B\n\n* docs(results): live cost/quality numbers — the two-agent loop's ~5-9x inference premium\n\n* feat(research): claim-grounding verifier mode — catch misattributed citations the relevance judge can't\n\nThe cost/qualit\n[…]\novers the de-dup\nhalf of cleanliness). Rewrite the 'simpler loop' section to reflect what was\nactually built (adaptive driver + claim-grounding mode), with only the\nAgentProfile worker still deferred.",
          "is_bot": false,
          "headline": "feat(research): per-arm cost instrumentation for the two-agent A/B (#36)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-25T01:21:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c74d8ee1a4261394944f90425cadcef45505ba97",
          "body": null,
          "is_bot": false,
          "headline": "docs: two-agent research A/B as a short paper (#35)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-24T23:24:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8beaf6dc854b3fe0122637317f11cf65f0eb07d",
          "body": "* docs: two-agent research-loop A/B — result + how to run\n\nPublic-facing writeup of the equal-compute A/B between the two-agent\nresearch loop (worker + verifying driver) and a single-agent\naccumulate-only loop. Records the real result (n=9 ML topics, glm-5.2:\n2.33 fewer admitted sources/topic at ide\n[…]\ns to validity, and the\nverified offline + live run commands. Links it from the README's\ntwo-agent research loop section.\n\n* docs: note the independent re-run reproduced the A/B (+2.67, CI [2.22,3.00])",
          "is_bot": false,
          "headline": "docs: two-agent research-loop A/B — result + how to run (#34)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-24T23:02:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4586f45b7425a929fd0fccf79196011a577a4a7b",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump agent-knowledge to 1.9.0 (#33)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-24T22:26:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99e3bc8090f3dd78ed3e2e923f405d3e39dfcc06",
          "body": "Replace the live A/B arm's skeleton (which ran the same offline naive\nproposer over a hardcoded pool with a junk/-prefix verifier) with a real,\nany-topic web-research worker and a real LLM verifying driver, so\nAGENT_KNOWLEDGE_LIVE=1 runs a genuine experiment.\n\nsrc/web-research-worker.ts (general, no\n[…]\nsearched, and reports\nadmitted-source count + coverage per arm with agent-eval's pairedBootstrap.\nThe offline arm is unchanged (CI, $0, deterministic) — the arm-runners gain\ndefaulted parameters only.",
          "is_bot": false,
          "headline": "feat(research): real web-research worker + genuinely-live A/B arm (#32)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-24T22:20:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48fcd7887d54e201d2c49ce3ba87a60ed490d607",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump agent-knowledge to 1.8.0 (#31)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-24T21:37:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a7384d5ef610c83415c7bfe532d120e51dc977f",
          "body": "…implify (#30)\n\nNon-breaking internal cleanup and test/doc coverage. No public export\nchanged, added, or removed (verified: zero export-line deltas across all\nmodified source files; new helpers stay out of the barrel).\n\nDedup (internal, non-exported helpers single-sourced):\n- isStructural/isStructur\n[…]\n holdout/corpus gate behaviour (minScenarioCount 0)\nso the scenario-corpus axis does not fail closed on a dimension the run-level\nreport cannot satisfy; document the hasHoldout fail-closed constraint.",
          "is_bot": false,
          "headline": "chore(agent-knowledge): modernize against runtime-0.77/eval-0.100 + s…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-24T21:34:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ba713dcc774ca69042248e2fbbdaa2c6a75d47c0",
          "body": "…rch loop (#29)\n\nAnswer the VALUE question that #28 left open: the two-agent (verifying-driver)\nloop's mechanism is proven, but does it build a cleaner knowledge base than the\nsingle-agent loop AT THE SAME COMPUTE BUDGET? Comparing at equal rounds would\nhand the two-agent loop free verification comp\n[…]\nat equal compute, paired comparison of junk-admitted via\nagent-eval pairedBootstrap. Reuses both shipped loops, inProcessSandboxClient,\nthe readiness gate, and the substrate stats — reinvents nothing.",
          "is_bot": false,
          "headline": "test(research): equal-compute A/B for two-agent vs single-agent resea…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-24T20:58:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b09bccca766b7b906837baf954868065130dbe60",
          "body": "…recursive-leaf skill (#28)\n\nAdd a two-agent sibling of runKnowledgeResearchLoop where BOTH agents research\nto grow ONE knowledge base, composing the existing KB atoms (initKnowledgeBase,\naddSourceText, applyKnowledgeWriteBlocks, buildEvalKnowledgeBundle /\nscoreKnowledgeReadiness, searchKnowledge) —\n[…]\n0 -> ^0.100.0 and sandbox ^0.4.0 -> ^0.8.0\n(0.9.1 pulls an unpublished sdk-core, so pin ^0.8.0). Migrate researcherProfile's\nfanout driver off the removed createDriver to the current Driver interface.",
          "is_bot": false,
          "headline": "feat(research): two-agent driver-worker research loop + supervisor + …",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-24T20:39:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1b72e7e35c9e0ef85d77918f0df7cf947b6d6e45",
          "body": "… aren't empty (#26)\n\n* fix(profiles): researcher reads opencode finalText so successful runs aren't parsed as empty\n\n* test(profiles): cover finalText parse paths; drop historical-narrative comment\n\nAddresses PR #26 audit: MEDIUM (no test coverage for finalText paths) + LOW\n(historical narrative in\n[…]\next no longer drops the real answer (isEmptyOutput guard).\n- Tests: assert citations/proposedWrites on the finalText paths; negative test for\n  non-JSON finalText; regression test for the shadow case.",
          "is_bot": false,
          "headline": "fix(profiles): researcher reads opencode finalText so successful runs…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-14T23:56:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "56b1d1fef7a1cdf916dfadaf9d4728b8f598272e",
          "body": "Widen the agent-eval pin from `>=0.77.0 <0.80.0` to `^0.91.0` (the\nversion the rest of the fleet uses) and bump agent-runtime `^0.44.0`\nto `^0.50.0`. The old `<0.80` ceiling blocked a consistent fleet-wide\nagent-eval and risked a duplicate substrate install; both now resolve\nto a single agent-eval@0\n[…]\n winner across\niterations via `defaultSelectWinner`. Update the two tests that\nasserted the old driver's name/decision strings to the new\nDriverDecision contract (winner-selection behavior unchanged).",
          "is_bot": false,
          "headline": "chore(deps): widen agent-eval to ^0.91 + bump agent-runtime ^0.50 (#25)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-14T00:56:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ec52a135ea765bd07c5cecf2866ccf87cc9f24a6",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump agent-knowledge to 1.7.0 (#24)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-05T00:04:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28e18fd5b20af5ab85d5675724e5a8fb5d7163f1",
          "body": "* feat(memory): add generic memory adapter and neo4j bridge\n\n* fix(memory): validate neo4j agent-memory sdk bridge\n\n* test(memory): preserve neo4j unsupported errors",
          "is_bot": false,
          "headline": "feat(memory): add adapter contract for agent memory (#23)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-04T23:54:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7b995ba93cff82f467e55844f2674972050c96f",
          "body": "…blished 0.79.0\n\nThe 1.6.0 substrate bump pinned agent-eval ^0.77.0 (= >=0.77.0 <0.78.0 on a 0.x\nversion), which EXCLUDES the published 0.79.0 the fleet runs — installing 1.6.0\nnext to agent-eval 0.79.0 would resolve a second nested 0.77.x (dual-version type\nskew). Widen to >=0.77.0 <0.80.0 so it dedups to the consumer's 0.79.0. Verified\nlint/typecheck/build/test green against 0.79.0; --frozen-lockfile clean.",
          "is_bot": false,
          "headline": "chore(deps): widen agent-eval to >=0.77.0 <0.80.0 so 1.6.0 accepts pu…",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-06-04T12:05:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "feebfd1492ef3b9cc57da3bf764be9f227f4b4bb",
          "body": "…44.0 + docs to live API (#22)\n\nagent-knowledge was caret-trapped at agent-eval ^0.42.0 (>=0.42.0 <0.43.0, 35\nminors behind 0.77.0) and agent-runtime ^0.25.0 (19 behind 0.44.0), with an\nempty minimumReleaseAgeExclude that froze it under the 3-day install cooldown.\n\n- bump @tangle-network/agent-eval \n[…]\nariants, then\nknowledgeReleaseReport() folds the candidate/baseline RunRecords into release\nconfidence. README, AGENTS, architecture.md, and the release.ts docstring now\ndescribe only the current API.",
          "is_bot": false,
          "headline": "chore(deps): bump substrate to agent-eval ^0.77.0 / agent-runtime ^0.…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-03T15:08:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "35519e30a5ee87a21072aaa1f816e0f31dae0a1b",
          "body": "README orientation + npm provenance + OIDC-only publish since 1.5.1. First\nrelease via tokenless OIDC trusted publishing.",
          "is_bot": false,
          "headline": "chore(release): agent-knowledge 1.5.2 (#21)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-02T12:38:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b45fe705fb2f4085087066a8d5c83230a9155787",
          "body": "Supersedes #18's provenance-on-token-path: pnpm signs provenance but doesn't\nmint the OIDC credential, and the NPM_TOKEN is dead. npm install -g npm@latest\n+ npm publish --provenance, drop NPM_TOKEN + setup-node registry-url. No\nworkspace deps so npm publish is safe. Needs the npmjs Trusted Publisher\n(org tangle-network, repo agent-knowledge, workflow publish.yml) configured once.",
          "is_bot": false,
          "headline": "chore(publish): OIDC-only tokenless npm publish (#20)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-02T12:16:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62a822bbdf85845277e63f7958baa81bd4bfa740",
          "body": null,
          "is_bot": false,
          "headline": "ci: add npm provenance attestation to release publish (#18)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-06-02T09:49:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "063c6eee5cca15f2a18b48f91af35f54fb776eef",
          "body": "docs(readme): Table of Contents + 'Start here' orientation",
          "is_bot": false,
          "headline": "Merge pull request #17 from tangle-network/docs/readme-toc",
          "author_name": "tangletools",
          "author_login": "tangletools",
          "committed_at": "2026-05-31T09:56:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9495b16462caa8bfff471c1954a4a9e2faf9688d",
          "body": "The content + code examples were already strong and accurate; the gap was\nnavigability — no ToC, and the doc led with a CLI dump + a long design bullet\nlist before orienting a newcomer. Adds:\n- an anchored Table of Contents over the existing sections, and\n- a \"Start here\" router: CLI (author/inspect\n[…]\nalKnowledgeBundle / runKnowledgeResearchLoop\n  / researcher profile / runKnowledgeBaseOptimization / pluggable sources).\n\nNo API churn — all existing repo-specific examples are accurate and unchanged.",
          "is_bot": false,
          "headline": "docs(readme): add Table of Contents + \"Start here\" orientation",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-31T09:56:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "891764c7679d680cad7302fbea900c7426eeacb8",
          "body": "…^0.3.0\n\nsandbox was a runtime dependency but is only used as `import type`\n(SandboxEvent, CreateSandboxOptions, SandboxInstance) in two test files.\nAs a runtime dep it dragged sandbox@0.2.1 into every consumer's install\ngraph as a ghost alongside their own ^0.3.0 pin. Moving it to\ndevDependencies removes it from the consumer graph entirely; bumping to\n^0.3.0 keeps the test types current.",
          "is_bot": false,
          "headline": "fix(deps): move @tangle-network/sandbox to devDependencies + bump to …",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-28T20:50:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5a82b2ad06d66ddf83e6b1797c80097202d4d45",
          "body": "agent-knowledge depends on @tangle-network/agent-eval (substrate) and on\n@tangle-network/agent-runtime (runtime). The substrate MUST NOT import\nfrom either — type inversions are a smell, not a feature.\n\nDocuments the rule, lists the substrate primitives agent-knowledge\nconsumes from agent-eval (Anal\n[…]\nling layering sections in agent-eval/CLAUDE.md (PR\ntangle-network/agent-eval#118) and agent-runtime/CLAUDE.md (PR\ntangle-network/agent-runtime#67).\n\nCo-authored-by: Drew Stone <drewstone329@gmail.com>",
          "is_bot": false,
          "headline": "docs: add repo-layering section to AGENTS.md (#16)",
          "author_name": "tangletools",
          "author_login": "tangletools",
          "committed_at": "2026-05-27T12:09:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d50fb0283f6d0823960207849128e920c36db684",
          "body": "…ve release report (#15)\n\nagent-eval 0.42.0 deleted the multi-shot orchestration. agent-knowledge's\noptimization.ts was a thin wrapper over the deleted runMultiShotOptimization;\nrelease.ts consumed its MultiShotOptimizationResult shape + the deleted\nreleaseTraceEvidenceFromMultiShotTrials.\n\nBREAKING\n[…]\nent-eval ^0.42.0 + agent-runtime ^0.25.0. This is the permanent fix for\nthe scoped-pin trap consumers needed (agent-knowledge no longer imports any\ndeleted symbol). typecheck + build + 99 tests green.",
          "is_bot": false,
          "headline": "feat(1.5.0)!: shed legacy KB-optimization orchestrator; campaign-nati…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-26T12:18:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ed1ae35bd460fcbe0b8135347b6555aaa4ba189",
          "body": null,
          "is_bot": false,
          "headline": "chore(1.4.0): bump — 1.3.0 was claimed by proposeFromFinding PR",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-24T17:39:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eaa165b5c3c699f0ac75e9c3b7a342e82bc5a7a9",
          "body": "…#14)\n\nSource-grounded research profile that pairs with @tangle-network/agent-\nruntime/loops. The profile ships an AgentProfile, prompt formatter,\noutput adapter, and validator; the runtime kernel owns iteration,\nconcurrency, cost, and trace emission.\n\nThree invariants the validator enforces:\n  - na\n[…]\nace isolation,\npropose-without-materialize, loose-output passthrough (raw[] preserves\nagent extras), and end-to-end runLoop through a stub sandbox.\n\nCo-authored-by: Drew Stone <drewstone329@gmail.com>",
          "is_bot": false,
          "headline": "feat(0.x): researcherProfile + multiHarnessResearcherFanout (1.3.0) (…",
          "author_name": "tangletools",
          "author_login": "tangletools",
          "committed_at": "2026-05-24T17:39:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "331ac4628e6c716b95ffae4d6f9d935135c78823",
          "body": "agent-knowledge is public — unlimited free hosted minutes. Self-hosted\nstaging-runner pool is reserved for the private agent repos; routing\npublic CI there congests the same runner the private workflows\ndepend on (agent-eval v0.30.0 publish queued behind staging load —\nreverting all three public repos: agent-eval (#63), agent-knowledge\n(this PR), agent-runtime (already on hosted)).",
          "is_bot": false,
          "headline": "ci: revert public-repo workflows to ubuntu-latest (#13)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-20T10:24:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c5506cc67649ab2c2a2a4ac422dd30ccc6e5df5",
          "body": null,
          "is_bot": false,
          "headline": "docs: add open source license",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-20T09:27:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93e56ba9eb0e1d1394c73f858c0f3573d3fcaa65",
          "body": null,
          "is_bot": false,
          "headline": "ci: use self-hosted runners (#11)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-20T09:20:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12911b09425fe118d157cbfddc24e43d3b7a6d4f",
          "body": null,
          "is_bot": false,
          "headline": "chore(1.3.0): bump for proposeFromFinding; agent-eval ^0.29.1",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-20T08:47:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3c3df928b4204a29f0f7a9458d119b31e24346d",
          "body": "Closes the analysis → wiki side of the recursive-self-improvement\nloop. A knowledge-gap or knowledge-poisoning finding produced by an\nanalyst now converts directly into a typed `KnowledgeProposal` an\noperator (or auto-merge bot) can review and apply through the\nexisting `applyKnowledgeWriteBlocks` p\n[…]\n  - unsafe slug characters sanitised\n  - batch helper partitions proposals / skipped / errors\n\nBumps `@tangle-network/agent-eval` peer to `^0.28.0` (AnalystFinding +\ntyped kinds shipped there in #56).",
          "is_bot": false,
          "headline": "feat(propose): bridge AnalystFinding → KnowledgeProposal (#9)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-19T11:59:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c942773d51c313f25b114c0c5b42d073acccc77",
          "body": null,
          "is_bot": false,
          "headline": "docs(agents): no historical narrative + no fallbacks rule",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-17T14:18:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bcbb8470faf2dc13d6e1aad7ae1ca3f8ed90fe5d",
          "body": "Mirrors the tangle-network/agent-runtime publish workflow. Tag push\nfires verify (lint+typecheck+test+build+version-lock check), then\npublish (idempotent — skips if version already on npm registry).\nRequires NPM_TOKEN repo secret.\n\nCo-authored-by: Drew Stone <drewstone329@gmail.com>",
          "is_bot": false,
          "headline": "ci: add publish.yml — auto-publish to npm on v* tag push (#8)",
          "author_name": "tangletools",
          "author_login": "tangletools",
          "committed_at": "2026-05-14T21:57:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4daba13ca46ea344bba83c2d59cc40a5e3fa250d",
          "body": "… (#7)\n\nStatic knowledge ships information rot — FTC non-compete rule vacated by Ryan\nLLC v. FTC (2024), Beverly-Killea → RULLCA, DTSA section confusion. This adds\nthe primitives that bridge \"live authority\" to \"eval re-runs\":\n\n- `KnowledgeSource` contract (`src/sources/types.ts`): pluggable `fetch(\n[…]\nnst. Verified\nagainst real Cornell LII (18 USC § 1836 + Wex restraint_of_trade), IRS\npublications index + p15, and CA SOS forms page on 2026-05-14.\n\nCo-authored-by: Drew Stone <drewstone329@gmail.com>",
          "is_bot": false,
          "headline": "feat(0.x): pluggable knowledge sources + freshness + change detection…",
          "author_name": "tangletools",
          "author_login": "tangletools",
          "committed_at": "2026-05-14T17:34:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c9f619f966b7fc8fe3933caabd85983915f73d9b",
          "body": "Mirrors the directive in agent-eval's CLAUDE.md. Applies to every\ncontributor, including AI agents and subagents.",
          "is_bot": false,
          "headline": "chore(authorship): forbid Co-Authored-By trailers (#6)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-08T23:39:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "860ede6dfef559382df7a852bdf240d9f9aa9be4",
          "body": "…(#5)\n\n0.21 -> 0.23 added: capture-integrity primitives (RawProviderSink,\nassertLlmRoute, assertRunCaptured, onRunComplete hooks), the campaign\nartifact (runEvalCampaign, replayCache, sequential pairedEvalueSequence,\nresearchReport, rubricPredictiveValidity), and the RL bridge subpath\n(@tangle-network/agent-eval/rl: extractPreferences,\nanalyzeOptimizationResult, etc.).\n\nMechanical version bump only. Typecheck, tests (12/12), and build all\npass; no behavior changes expected.",
          "is_bot": false,
          "headline": "chore(deps): bump @tangle-network/agent-eval from ^0.20.0 to ^0.23.0 …",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-08T23:12:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d484a39b9488cd233dbe10e95aedd87d67eaeb2",
          "body": null,
          "is_bot": false,
          "headline": "feat: add knowledge control-loop adapter (#4)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-08T10:01:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2be2b9a1f4351d1c41a06479e3accf8c85e1954c",
          "body": "…C_DEFAULTS (#3)\n\n* feat(eval-readiness): add defineReadinessSpec builder + READINESS_SPEC_DEFAULTS\n\nKnowledgeReadinessSpec has eleven required fields. Most consumers — physim,\nblueprint-agent, gtm-agent, legal-agent, creative-agent — only meaningfully\nset four (id, description, query, requiredFor) \n[…]\ns, secrets that need\n    sensitivity=secret, etc.).\n\nPurely additive — existing consumers that hand-roll the full spec keep\nworking. New consumers get a one-liner.\n\n* feat: add knowledge research loop",
          "is_bot": false,
          "headline": "feat(eval-readiness): add defineReadinessSpec builder + READINESS_SPE…",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-08T09:46:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "100b72f918d70110930dba8d26cd05bb96f15ac0",
          "body": null,
          "is_bot": false,
          "headline": "feat: add source freshness readiness audit (#2)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-04T14:54:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "177dadae6b25712d51b9a334e5f045400f03c487",
          "body": "* fix(indexer): exclude scaffold files (index.md, log.md) from page index\n\ninitKnowledgeBase writes knowledge/index.md and knowledge/log.md as\nhuman-navigation scaffolds, but loadKnowledgePages was returning them as\ncontent pages. That inflated index.pages.length, polluted search hits,\nand forced do\n[…]\ne\nconfidence — documented in the type, README, and a test that pins\nscore === rrfScore, top.normalizedScore === 1, and the linear relationship.\n\n* feat(readiness): bridge knowledge index to agent-eval",
          "is_bot": false,
          "headline": "feat(readiness): bridge knowledge index to agent-eval (#1)",
          "author_name": "drewstone",
          "author_login": "drewstone",
          "committed_at": "2026-05-03T18:48:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8faeef4a0a9d64a77fa9258c55c41ed69cd6b482",
          "body": null,
          "is_bot": false,
          "headline": "feat(v1): add knowledge store and discovery contracts",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-03T15:29:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49eee0cfba1f74010faaa9d4227f40c590d55177",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): 0.1.1",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-03T15:18:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b8b7aa6f138ca7cf7164c93f2e76c6925a6dd40",
          "body": null,
          "is_bot": false,
          "headline": "feat(cli): add agent-first knowledge workflows",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-03T15:15:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d35a49237c1c77c380c6db0e7e66e9ffc53e4e3",
          "body": null,
          "is_bot": false,
          "headline": "feat(sources): validate knowledge provenance",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-03T09:47:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a62daced50c7c48d5332d185ee3f288d096d297",
          "body": null,
          "is_bot": false,
          "headline": "feat(core): scaffold agent knowledge package",
          "author_name": "Drew Stone",
          "author_login": "drewstone",
          "committed_at": "2026-05-03T09:44:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 25,
      "commits_last_year": 85,
      "latest_release_at": "2026-07-18T17:51:48Z",
      "latest_release_tag": "v4.1.0",
      "releases_from_tags": true,
      "days_since_last_push": 0,
      "active_weeks_last_year": 12,
      "days_since_latest_release": 5,
      "mean_days_between_releases": 0.5
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 37,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "@tangle-network/agent-knowledge",
          "exists": true,
          "license": "MIT",
          "keywords": [],
          "ecosystem": "npm",
          "matches_repo": true,
          "registry_url": "https://www.npmjs.com/package/@tangle-network/agent-knowledge",
          "is_deprecated": false,
          "latest_version": "4.1.0",
          "repository_url": "https://github.com/tangle-network/agent-knowledge",
          "versions_count": 31,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": 4,
          "monthly_downloads": 13588,
          "first_published_at": "2026-05-03T15:16:17.375000Z",
          "latest_published_at": "2026-07-18T17:53:59.017000Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 5
        }
      ]
    },
    "popularity": {
      "forks": 0,
      "stars": 0,
      "watchers": 0,
      "fork_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_forks": 0
      },
      "star_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_stars": 0,
        "collected_at": null
      },
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "tsconfig.json"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 36856,
      "source_files_sampled": 179,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        "AGENTS.md"
      ],
      "agent_instruction_max_bytes": 5626
    },
    "dependencies": {
      "manifests": [
        "package.json"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 41,
        "malicious_count": 0,
        "assessed_package": "npm:@tangle-network/agent-knowledge@4.1.0",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "npm"
      ],
      "dependencies": [
        {
          "name": "@tangle-network/agent-eval",
          "manifest": "package.json",
          "ecosystem": "npm",
          "version_constraint": "^0.123.8"
        },
        {
          "name": "@tangle-network/agent-interface",
          "manifest": "package.json",
          "ecosystem": "npm",
          "version_constraint": "^0.31.0"
        },
        {
          "name": "proper-lockfile",
          "manifest": "package.json",
          "ecosystem": "npm",
          "version_constraint": "4.1.2"
        },
        {
          "name": "zod",
          "manifest": "package.json",
          "ecosystem": "npm",
          "version_constraint": "^4.4.3"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 73,
        "open_issues": 0,
        "closed_ratio": null,
        "closed_issues": 0,
        "closed_unmerged_prs": 4
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "drewstone",
          "commits": 82,
          "avatar_url": "https://avatars.githubusercontent.com/u/13153687?v=4"
        },
        {
          "type": "User",
          "login": "tangletools",
          "commits": 5,
          "avatar_url": "https://avatars.githubusercontent.com/u/254741087?v=4"
        }
      ],
      "contributors_sampled": 2,
      "top_contributor_share": 0.943
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "publish.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "biome.json"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "pnpm-lock.yaml"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 9,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 5,
            "reason": "5 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "95ae68270082c1cedbc0b1983c3b65c954875dda",
        "ran_at": "2026-07-24T03:44:19Z",
        "aggregate_score": 4,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-24T01:51:56Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-24T01:50:55Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/tangle-network/agent-knowledge",
    "host": "github.com",
    "name": "agent-knowledge",
    "owner": "tangle-network"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 62,
      "inputs": {
        "security": 52,
        "vitality": 72,
        "community": 33,
        "governance": 68,
        "engineering": 80
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 72,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "commits_last_year": 85,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 12
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "12/52 weeks with commits",
                "points": 8.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 12
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "85 commits in the last year",
                "points": 17.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 85
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "releases_count": 25,
              "latest_release_tag": "v4.1.0",
              "releases_from_tags": true,
              "days_since_latest_release": 5,
              "mean_days_between_releases": 0.5
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "25 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 25
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.5 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.5
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 33,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "at_risk",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "packages": [
                "@tangle-network/agent-knowledge"
              ],
              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 13588
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "13,588 downloads/month across npm",
                "points": 55.1,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 13588,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "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": 68,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.943
            },
            "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 94% of commits",
                "points": 1.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 94
                    }
                  }
                ],
                "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 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "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": 96,
            "inputs": {
              "merged_prs": 73,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 4
            },
            "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": "73/77 decided PRs merged",
                "points": 36.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 73,
                      "decided": 77
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "followers": 758,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "tangle-network",
              "public_repos": 248,
              "account_age_days": 2029
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "758 followers of tangle-network",
                "points": 20.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 758,
                      "login": "tangle-network"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "248 public repos, account ~5 yr old",
                "points": 24.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 248
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@tangle-network/agent-knowledge"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "31 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 31
                    }
                  }
                ],
                "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": 80,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "biome.json",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "biome.json"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "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": "moderate",
        "name": "Security",
        "value": 52,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "5 existing vulnerabilities detected",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:@tangle-network/agent-knowledge@4.1.0 runtime dependency closure — what installing the published package pulls in — 41 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:@tangle-network/agent-knowledge@4.1.0",
                  "assessed": 41
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 41,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 41,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "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": 1
            },
            "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": 73,
        "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"
              ],
              "agent_instruction_max_bytes": 5626
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": "87 of 87 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 87,
                      "sampled": 87
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "biome.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "biome.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 87",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 87
                    }
                  }
                ],
                "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": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 36856,
              "source_files_sampled": 179,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/179 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 179,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T03:44:35.767732Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tangle-network/agent-knowledge.svg",
  "full_name": "tangle-network/agent-knowledge",
  "license_state": "custom",
  "license_spdx": null
}