公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-24 03:44 UTC
tangle-network / agent-knowledge
Build, search, evaluate, and improve source-backed knowledge bases.
tangle-network/agent-knowledge 的健康指数为 100 分中的 62 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（80/100），最低的是Community & Adoption（33/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
62
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
62
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| npm | @tangle-network/agent-knowledge | 4.1.0 | 13,588 | 31 | 5 天前 |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
72
开发活跃度
62中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 8.3/36 | 提交节奏 — 52 周中有 12 周有提交 |
| 17.4/18 | 提交量 — 最近一年 85 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — project was created within the last 90 days. Please review its contents carefully |
所用输入
| commits_last_year | 85 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 12 |
发布纪律
88优秀
评分方式
| 16.2/27 | 有发布版本 — 25 个版本标签（无 GitHub 发布版本） |
| 36/36 | 发布时效 — 最近一次发布版本于 5 天前 |
| 27/27 | 发布节奏 — 约每 0.5 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 25 |
| latest_release_tag | v4.1.0 |
| releases_from_tags | 是 |
| days_since_latest_release | 5 |
| mean_days_between_releases | 0.5 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
33
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 0 个星标 |
| 0/25 | 复刻 — 0 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
44存在风险
评分方式
| 22.5/22.5 | README |
| 16.9/22.5 | 许可证 — 存在许可证文件，但不是可识别的许可证 |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
69中等
评分方式
| 55.1/80 | 月度下载量 — npm 合计每月 13,588 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | @tangle-network/agent-knowledge |
| dependents | — |
| ecosystems | npm |
| total_downloads | — |
| monthly_downloads | 13,588 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
68
维护者韧性（巴士系数）
16危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 1.3/22.5 | 提交分布 — 头号贡献者编写了 94% 的提交 |
| 2.7/13.5 | 贡献者广度 — 2 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.943 |
议题与 PR 响应能力
96优秀
评分方式
| 0/46.8 | 议题解决 — 没有议题或无数据 |
| 36.3/38.3 | PR 接受 — 已裁定的 PR 中 73/77 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 73 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 4 |
已排除计分（无数据或不适用）：议题解决。 其余权重已重新归一化。
所有权与托管责任
75良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 20.7/25 | 所有者影响力 — tangle-network 有 758 位关注者 |
| 24.1/25 | 既往记录 — 248 个公开仓库，账户约 5 年 |
所用输入
| followers | 758 |
| owner_type | Organization |
| is_verified | — |
| owner_login | tangle-network |
| public_repos | 248 |
| account_age_days | 2,029 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — npm 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 5 天前 |
| 20/20 | 版本历史 — 31 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | @tangle-network/agent-knowledge |
| ecosystems | npm |
| any_deprecated | 否 |
| min_days_since_publish | 5 |
工程质量
基础的工程与文档实践是否到位？
80
工程实践
84良好
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — biome.json |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 28 out of 28 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
文档
75良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
52
安全态势
40存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 28 out of 28 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 3.8/7.5 | Vulnerabilities — 5 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4 |
已排除计分（无数据或不适用）：branch_protection, packaging, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 41 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 npm:@tangle-network/agent-knowledge@4.1.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 41 个软件包。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
73
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — AGENTS.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 87 次人类提交中有 87 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 1 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 5,626 |
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — biome.json |
| 11/11 | 静态类型检查 — tsconfig.json |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 最近 87 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | pnpm-lock.yaml |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
100优秀
评分方式
| 45/45 | 可类型检查的代码 — TypeScript（静态类型） |
| 55/55 | 可控的文件大小 — 采样的 179 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | TypeScript |
| largest_source_bytes | 36,856 |
| source_files_sampled | 179 |
| oversized_source_files | 0 |
关键数据
0GitHub 星标
2贡献者
85最近 12 个月提交数
0距最近推送天数
25发布版本数
1巴士系数（bus factor）
0开放议题
npm软件包生态系统数
数据采集警告
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
OpenSSF Scorecard 4.0 / 10
4.0综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | 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 |
| 10 | CI-Tests | 28 out of 28 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 5 | Vulnerabilities | 5 existing vulnerabilities detected |
直接依赖 4
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| npm | @tangle-network/agent-eval | ^0.123.8 | package.json |
| npm | @tangle-network/agent-interface | ^0.31.0 | package.json |
| npm | proper-lockfile | 4.1.2 | package.json |
| npm | zod | ^4.4.3 | package.json |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
依赖安全公告 0
安装 npm:@tangle-network/agent-knowledge@4.1.0 会引入 41 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"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",
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"headline": "feat(readiness): add KB readiness evaluator (#56)",
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"headline": "feat(benchmarks): rank real memory adapters (#54)",
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"headline": "test(benchmarks): add all-family smoke pack (#52)",
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"headline": "feat(benchmarks): add knowledge benchmark suite (#51)",
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"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",
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"committed_at": "2026-07-08T00:37:06Z",
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"headline": "feat(rag): add answer and KB quality evals (#49)",
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"headline": "feat(rag): expose knowledge improvement lifecycle (#48)",
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"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",
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"author_login": "drewstone",
"committed_at": "2026-07-07T20:06:08Z",
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"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…",
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"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.",
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"headline": "refactor(research): rename runTwoAgentResearchLoop → runVerifiedResea…",
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"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).",
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"headline": "feat(autodata): powered accept-rate with CI — settle whether the loop…",
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"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.",
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"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.",
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"headline": "fix(autodata): fail loud on empty solver content + reasoning-safe max…",
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"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…",
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"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…",
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"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.",
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"headline": "feat(research): a research-driving loop, measured on held-out deep qu…",
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"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)",
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"headline": "chore(release): bump agent-knowledge to 1.10.0 (#38)",
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"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.",
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"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.",
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"headline": "feat(research): per-arm cost instrumentation for the two-agent A/B (#36)",
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"headline": "docs: two-agent research A/B as a short paper (#35)",
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"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])",
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"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,
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},
{
"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,
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},
{
"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",
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"details": [
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"params": {
"share": 94
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
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],
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{
"key": "openssf_scorecard_contributors",
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"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
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"notes": [
{
"code": "excluded_no_data",
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"components": [
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]
}
},
{
"code": "weights_renormalized",
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}
],
"value": 96,
"inputs": {
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"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 4
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
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"points": 0,
"status": "excluded",
"details": [
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"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",
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"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 75,
"inputs": {
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"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"
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}
],
"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"
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"ecosystems": "npm",
"any_deprecated": false,
"min_days_since_publish": 5
},
"components": [
{
"key": "published_resolvable",
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"detail": "1 package(s) on npm",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "npm"
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}
],
"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",
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"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": {
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"has_tests": true,
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"has_linter_config": true,
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"components": [
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"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"
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],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
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"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": [],
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}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
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"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
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"components": [
{
"key": "readme",
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"points": 30,
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"details": [],
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},
{
"key": "documentation_directory",
"name": "Documentation directory",
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"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
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"points": 10,
"status": "met",
"details": [],
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},
{
"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": [
{
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"band": "at_risk",
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"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 40,
"inputs": {
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"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",
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"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",
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"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
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"assessed": 41
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
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"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",
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"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": {
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"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": [
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"key": "no_dependency_reported_as_a_malicious_package",
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"detail": "no dependency is reported as a malicious package",
"points": 100,
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"details": [
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"code": "no_malicious_dependencies",
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}
],
"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": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"review_only_matches": 0,
"assessed_self_published_locations": 1
},
"components": [
{
"key": "policy_exposure_multiplier",
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"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
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}
],
"max_points": 100
}
]
}
],
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},
{
"key": "ai_readiness",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
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"notes": [],
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{
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"points": 0,
"status": "missed",
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{
"key": "legible_commit_history",
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"details": [
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"code": "legible_history",
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]
},
{
"key": "ai_verify_loop",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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{
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{
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{
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{
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"points": 0,
"status": "missed",
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],
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},
{
"key": "automated_maintenance",
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"status": "missed",
"details": [
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},
{
"key": "openssf_scorecard_pinned_dependencies",
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"points": 0,
"status": "missed",
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]
},
{
"key": "ai_code_legibility",
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"note": null,
"notes": [],
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"inputs": {
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"source_files_sampled": 179,
"oversized_source_files": 0
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"components": [
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"status": "met",
"details": [
{
"code": "statically_typed_language",
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],
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},
{
"key": "manageable_file_sizes",
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"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
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"sampled": 179,
"oversized": 0
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}
],
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]
}
],
"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."
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],
"metrics_version": "1.13.0"
},
"warnings": [
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