公开记录优秀
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-29 15:25 UTC
meridianlabs-ai / inspect_swe
Software Engineering Agents for Inspect AI
meridianlabs-ai/inspect_swe 的健康指数为 100 分中的 80 分，处于「优秀」区间。 其得分最高的类别是Vitality（96/100），最低的是Security（42/100）。 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。
80
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，再依据公开记录的分布进行校准，使各等级具有百分位含义；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 34（存在风险）的上限。
80
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19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。
加权总体分 68 经校准后在公布的指数量表上为 80（记录校准 2026-08-02）。
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 |
|---|---|---|---|---|---|
| PyPI | inspect_swe | 0.2.67 | 282,173 | 67 | 0 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？
96
开发活跃度
94卓越
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 29.8/36 | 提交节奏 — 52 周中有 43 周有提交 |
| 18/18 | 提交量 — 最近一年 378 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 378 |
| human_commit_share | 0.98 |
| days_since_last_push | 0 |
| active_weeks_last_year | 43 |
发布纪律
100卓越
评分方式
| 27/27 | 有发布版本 — 已发布 3 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 7.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 3 |
| latest_release_tag | 0.2.67 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 7.4 |
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？
61
流行度与采用
35薄弱
评分方式
| 21.8/60 | 星标 — 23 个星标 |
| 12.9/25 | 复刻 — 36 个复刻 |
| 0/15 | 关注者 — 2 位关注者 |
所用输入
| forks | 36 |
| stars | 23 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | 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 |
| readme_badges | — |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| has_pull_request_template | 否 |
生态采用（下载量）
91优秀
评分方式
| 72.7/80 | 月度下载量 — pypi 合计每月 282,173 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 | inspect_swe |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 282,173 |
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？
60
维护者韧性（巴士系数）
38薄弱
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 5.4/22.5 | 提交分布 — 头号贡献者编写了 76% 的提交 |
| 13.5/13.5 | 贡献者广度 — 25 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 4 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 25 |
| top_contributor_share | 0.762 |
议题与 PR 响应能力
59中等
评分方式
| 24.7/42 | 议题解决 — 59% 的议题已关闭 |
| 23.8/30 | PR 接受 — 已裁定的 PR 中 61/77 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 3/15 | OpenSSF Scorecard：Code-Review — Found 6/21 approved changesets -- score normalized to 2 |
所用输入
| merged_prs | 61 |
| open_issues | 7 |
| closed_issues | 10 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.588 |
| closed_unmerged_prs | 16 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
已排除计分（无数据或不适用）：newcomer_pr_acceptance。 其余权重已重新归一化。
所有权与托管责任
57中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 14/25 | 所有者影响力 — meridianlabs-ai 有 87 位关注者 |
| 12.9/25 | 既往记录 — 22 个公开仓库，账户约 1 年 |
所用输入
| followers | 87 |
| owner_type | Organization |
| is_verified | — |
| owner_login | meridianlabs-ai |
| public_repos | 22 |
| account_age_days | 549 |
软件包维护
100卓越
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 67 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 | inspect_swe |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
77
工程实践
68良好
评分方式
| 24/24 | CI 工作流 — 6 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 20 out of 20 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 | 否 |
| has_precommit_config | 否 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://meridianlabs-ai.github.io/inspect_swe/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | https://meridianlabs-ai.github.io/inspect_swe/ |
| 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？
42
安全态势
42薄弱
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 20 out of 20 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 |
| 1.5/7.5 | Code-Review — Found 6/21 approved changesets -- score normalized to 2 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 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 |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 0/7.5 | Vulnerabilities — 130 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.2 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
69
AI 代理上下文与指引
65良好
评分方式
| 45/45 | 代理指令 — AGENTS.md, CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 19.6/40 | 可读的提交历史 — 98 次人类提交中有 36 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 | 0.367 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 775 |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — src/inspect_swe/py.typed |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 20 次由代理编写或署名代理 |
| 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 | package-lock.json, uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | src/inspect_swe/py.typed |
| agent_commit_share | 0.2 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
82优秀
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（src/inspect_swe/py.typed） |
| 55/55 | 可控的文件大小 — 采样的 118 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 40,132 |
| source_files_sampled | 118 |
| oversized_source_files | 0 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
23GitHub 星标
25贡献者
378最近 12 个月提交数
0距最近推送天数
3发布版本数
1巴士系数（bus factor）
7开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:inspect_swe@0.2.67; advisories assessed against the repository dependency graph instead
更多细节
Star 与 Fork 历史 0 ★ / 36 ⇿
0Star
36Fork
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
OpenSSF Scorecard 4.2 / 10
4.2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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 20 out of 20 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 |
| 2 | Code-Review | Found 6/21 approved changesets -- score normalized to 2 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow 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 |
| 0 | Vulnerabilities | 130 existing vulnerabilities detected |
直接依赖 10
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | httpx | — | pyproject.toml |
| PyPI | inspect_ai | >=0.3.251 | pyproject.toml |
| PyPI | nest_asyncio | — | pyproject.toml |
| PyPI | platformdirs | — | pyproject.toml |
| PyPI | pydantic | >=2.13.0 | pyproject.toml |
| PyPI | pyyaml | — | pyproject.toml |
| PyPI | sniffio | — | pyproject.toml |
| PyPI | anyio | — | pyproject.toml |
| PyPI | typing_extensions | >=4.9.0 | pyproject.toml |
| PyPI | agent-client-protocol | >=0.11.0 | pyproject.toml |
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
原始 JSON 报告 机器可读
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"kind": "patch",
"published_at": "2026-07-14T19:37:22Z"
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{
"oid": "3492cd6fdfd6e9ec304ad14b3d70b6c7c6701b38",
"body": ":robot: I have created a release *beep* *boop*\n---\n\n\n##\n[0.2.67](https://github.com/meridianlabs-ai/inspect_swe/compare/0.2.66...0.2.67)\n(2026-07-29)\n\n\n### Features\n\n* **claude_code:** add `permission_mode` option (deprecates `auto_mode`)\n([5cc9e6d](https://github.com/meridianlabs-ai/inspect_swe/com\n[…]\nase-please). See\n[documentation](https://github.com/googleapis/release-please#release-please).\n\nCo-authored-by: meridian-release-bot[bot] <301467749+meridian-release-bot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release 0.2.67 (#92)",
"author_name": "meridian-release-bot[bot]",
"author_login": "meridian-release-bot[bot]",
"committed_at": "2026-07-29T15:20:15Z",
"body_truncated": true,
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"oid": "cc854fd00f6939f40d2004eb6e7d077283d8af18",
"body": "… (#102)\n\nAdds an `auto_review` option to `codex_cli()` and\n`interactive_codex_cli()` enabling Codex CLI's automated approval review\n(guardian): Codex runs with its own `workspace-write` sandbox and\n`on-request` approvals, with escalation requests (network access, writes\noutside the workspace, MCP t\n[…]\nored-by: Claude Fable 5 <noreply@anthropic.com>\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Charles Teague <261654+dragonstyle@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(codex_cli): add auto_review option for automated approval review…",
"author_name": "Charles Teague",
"author_login": "dragonstyle",
"committed_at": "2026-07-29T15:14:52Z",
"body_truncated": true,
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{
"oid": "5cc9e6d9a92ed71efc9d72d075528c598b4498d4",
"body": "## Summary\n- Add `allowlist_mcp_tools` for static caller-provided MCP servers.\n- Preserve the released `auto_mode` API through the established\ndeprecated-argument shim while exposing the complete typed Claude Code\npermission-mode set.\n- Correct the MCP wildcard syntax to `mcp__<name>__*` and cover t\n[…]\ne): add `permission_mode` option (deprecates `auto_mode`)\n\nfix(claude_code): correct \"all\" tools MCP allowlist wildcard to\n`mcp__<name>__*`\n\nCo-authored-by: Peter McIntyre <peter.mcintyre01@gmail.com>",
"is_bot": false,
"headline": "feat(claude_code): control static MCP allowlisting (#91)",
"author_name": "Sami Jawhar",
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"oid": "596be229bb3efb47adaab0edbb2997b7ae3c7d68",
"body": "…latest (#95)\n\nHi, I am Claude acting on Sami Jawhar (sjawhar)'s behalf.\n\nThis refreshes the bundled Codex fallback catalog from `openai/codex`\n`rust-v0.145.0` (July 2026), including the current `gpt-5.6-sol` latest\nentry and its live priorities. It keeps the fallback aligned when the\nversion-matche\n[…]\ned model can therefore hard-fail CI until the\nsnapshot is refreshed. I can send a separate follow-up if maintainers\nwould like that gate implemented; this PR intentionally only refreshes\nthe snapshot.",
"is_bot": false,
"headline": "fix(codex_cli): refresh bundled model catalog snapshot to track live …",
"author_name": "Sami Jawhar",
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"body": "Adds workflow stubs from\n[meridianlabs-ai/agents](https://github.com/meridianlabs-ai/agents):\nclaude.yml,claude-review.yml.\n\nOnce merged:\n- **Dev agent** — mention `@claude` in an issue or PR comment, or add\nthe `claude` label to an issue.\n- **Reviewer** — auto-reviews PRs on open; or comment `@review` on a PR.",
"is_bot": false,
"headline": "chore: enable Meridian agents (#93)",
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"author_login": "dragonstyle",
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"body": "…s, and Centaur support (#73)\n\n## Summary\n\nAdds a `kimi_code()` agent for Moonshot AI's [Kimi\nCode](https://github.com/MoonshotAI/kimi-code) CLI, running headless in\na sandbox with Inspect model bridging — the same shape as the existing\n`opencode()` / `claude_code()` agents. Closes #72.\n\nKimi's mode\n[…]\n builds keyed by arch only (no musl variants),\nso musl sandbox platforms are collapsed onto the plain `linux-x64` /\n`linux-arm64` keys.\n\n---------\n\nCo-authored-by: Craig Walton <craig@meridianlabs.ai>",
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"headline": "feat(kimi): add `kimi_code()` agent with Inspect bridging, MCP, skill…",
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"body": "…#86)\n\nUpdates the Commit messages and releases section to match the live\nRelease Please config: perf/revert appear in the release notes while\ndocs/refactor/chore stay hidden, feat and fix both bump the patch\nversion pre-1.0, and publish waits on deployment approval after the\nrelease PR merges. Mirrors the review fix from flow#754.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "docs: correct release-notes visibility and publish-approval wording (…",
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"body": "Coding agents read AGENTS.md/CLAUDE.md automatically but not\nCONTRIBUTING.md, so this inlines the release-driving PR-title rules\nwhere they'll actually be seen, with CLAUDE.md as a relative symlink to\nAGENTS.md per the org pattern. Mirrors inspect_scout#533.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "docs: add minimal AGENTS.md with PR-title and release guidance (#87)",
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"body": "…he top (#84)\n\nPermanent fix for the changelog mis-ordering quirk (new release sections\nlanding *below* the previous one).\n\nRoot cause, verified in release-please's source: the changelog updater\ninserts the new section before the first version header **preceded by a\nnewline** (`\\n###? v?[0-9[]`). A \n[…]\nis open, this merge regenerates it — with the\nnew section correctly at the top.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "docs: add Changelog title so release-please inserts new sections at t…",
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"body": ":robot: I have created a release *beep* *boop*\n---\n\n\n##\n[0.2.66](https://github.com/meridianlabs-ai/inspect_swe/compare/0.2.65...0.2.66)\n(2026-07-14)\n\n\n### Bug Fixes\n\n* update ACP client for agent-client-protocol 0.11.0 compatibility\n([#76](https://github.com/meridianlabs-ai/inspect_swe/issues/76))\n\n[…]\n-by: meridian-release-bot[bot] <301467749+meridian-release-bot[bot]@users.noreply.github.com>\nCo-authored-by: Charles Teague <cteague@gmail.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "chore(main): release 0.2.66 (#83)",
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"oid": "22328dc0082e0ed49f751d0f905ee249f640db70",
"body": "… (#76) (#82)\n\nCatch-up release credit for **#76** (ACP 0.11.0 compatibility — revised\n`Client` interface signatures, new elicitation methods, requires\n`agent-client-protocol>=0.11.0`), which merged after the `0.2.65` tag\nbut with a non-conventional squash title, so Release Please can't\nsurface it.\n\n[…]\n16).\n\nCode change is docs-only; the actual fix already lives on `main` via\n#76.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "fix: update ACP client for agent-client-protocol 0.11.0 compatibility…",
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"body": "CI ran `mypy src` but the Makefile ran `mypy src tests`, so test-only\ntype errors could merge unnoticed.\n\n- Move the target list into `[tool.mypy]` (`files = [\"src\", \"tests\"]`)\nas the single source of truth\n- CI and Makefile now just run `mypy` (no hardcoded paths)\n- Fix the pre-existing annotation \n[…]\nng them across CI and local.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\nCo-authored-by: Charles Teague <cteague@gmail.com>",
"is_bot": false,
"headline": "chore: make mypy consistent between CI and local (#77)",
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"body": "…x) (#81)\n\nThe reusable workflow now derives `target-branch` from the dispatched\nbranch (`github.ref_name`), so this caller input is redundant and its\n`default: main` would override the new behavior. Removing it makes the\n\"Use workflow from\" branch selector the sole control (mirrors\nmeridianlabs-ai/actions#66). Normal push-to-main releases are unchanged.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "ci: drop redundant target-branch dispatch input (single-control hotfi…",
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"body": "…chore/refactor) (#80)\n\nRegenerates the committed release-please config from the fixed\ngenerator.\n\n- Removes the invalid \\`release-notes-config\\` key (unsupported; was a\nno-op / config error).\n- Hides \\`docs\\`, \\`chore\\`, and \\`refactor\\` changelog sections so\nrelease notes surface \\`feat\\`/\\`fix\\`/\n[…]\nat (bare /\ninclude-v-in-tag=false), or versioning (patch-pre-major bump flags).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "chore: regenerate release-please config (drop invalid key, hide docs/…",
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"body": "Adds a `CONTRIBUTING.md` covering development setup, checks and tests,\nthe org-standard Conventional Commits / Release Please guidance, and how\nto report issues. Commands are derived from the `Makefile`, `README.md`,\nand CI.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "docs: add contributing guide (#78)",
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"body_truncated": false,
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"body": "Migrates `inspect_swe` from manual dispatch to Release Please (shared\nautomation), same pattern as `inspect_viz`.\n\n- **release.yaml** (new): release-please via\n`release-please-python.yml@v1` (App token); `approval-ping: false`.\n- **publish.yml**: `+on: release` (keep manual break-glass); publish\ngat\n[…]\neset + code-owner\nreview, squash-only + squash message.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: migrate release to Release Please (App auth) (#75)",
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"body": "## Summary\nUpdates the ACP client implementation to be compatible with\n`agent-client-protocol` 0.11.0, which includes revised `Client`\ninterface signatures and new elicitation functionality.\n\n## Key Changes\n- **Updated method signatures** to match the revised `Client` interface:\n- `request_permissio\n[…]\n`_unsupported_capability_request()` errors to indicate they are not\nimplemented by this client.\n\nhttps://claude.ai/code/session_014cUZQ5vFCUnXjGDfgFtPtk\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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"headline": "Update ACP client for agent-client-protocol 0.11.0 compatibility (#76)",
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"body": "Handle claude_code refusals gracefully",
"is_bot": false,
"headline": "Merge pull request #71 from meridianlabs-ai/brandly/claude-refusals",
"author_name": "Charles Teague",
"author_login": "dragonstyle",
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"oid": "7c52458035d7fdee808e8ef6436ad483d908ab1f",
"body": "Addresses review feedback: rather than re-parsing raw JSONL in the runner\nloop to recover the terminal stop reason, track it on LiveConsumer, which\nalready receives every ModelEvent from the bridge as a structured object.\n\n- LiveConsumer.on_complete records event.output.stop_reason (guarded for\n em\n[…]\npletes (status=success, 0 sample errors) and the refusing sample is\nscored incorrect, matching the react and direct-model solvers.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "claude_code: source refusal stop reason from LiveConsumer",
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"body": "Claude Code exits with code 1 (and empty stderr) after an Anthropic\nrefusal response, even though the refusal has already been recorded in\nbridge.state and can be scored. Previously this propagated as a\nRuntimeError that interrupted the entire eval, diverging from native\nInspect solvers which score \n[…]\npletes (status=success, 0 sample errors) and the refusing sample\nis scored incorrect, matching the react and direct-model solvers.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "claude_code: treat Anthropic refusal exits as scoreable, not fatal",
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"oid": "f86c55101cf51704e2d860dd6fb0ff5df7418d08",
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"headline": "Merge pull request #70 from rguan72/richard/fix-gemini-acp-bridged-tools",
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"body": "…bridge\n\nCheckpointer support for Codex CLI & Claude Code; run agents in home dir when sandbox default workdir is /",
"is_bot": false,
"headline": "Merge pull request #68 from meridianlabs-ai/feature/checkpoint-agent-…",
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"headline": "Pin inspect_ai to github main for checkpointer bridge support",
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"oid": "b0879c286843fcf15da4fea5c269fbadf2375a97",
"body": "LiveConsumer/CodexConsumer froze outer_span_id at construction (before\ncheckpointer() entry), pinning main-agent model events and sub-agent\nspan parents to the pre-checkpoint agent span. Resolve via\ncurrent_span_id() at emission instead so attribution tracks the\nrotating checkpoint span (inspect_ai SpanRotationScope; see\ndesign/plans/checkpoint-span-cell.md there).",
"is_bot": false,
"headline": "Resolve consumer outer span lazily at emission time",
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"headline": "Add Claude Code checkpoint support",
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"headline": "All agents: fall back to home dir when sandbox default working dir is /",
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"body": "…ent-bridge",
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"headline": "Merge remote-tracking branch 'origin/main' into feature/checkpoint-ag…",
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"oid": "83a9bd06b02d7ccd58ce448bed4023977055314c",
"body": "… (#67)",
"is_bot": false,
"headline": "Codex CLI: use releases/latest endpoint to avoid 504s on full listing…",
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"headline": "mypy",
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"headline": "Remove ACP patch for connection initialization order issue",
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"headline": "Tracing: Only trace full session output when `debug` option is passed",
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"body": "…#63)\n\n* claude_code: report real served model instead of inspect sentinel\n\nThe bridge sentinel ('inspect'/'inspect/<model>') was used as Claude Code's displayed model, so its system prompt read 'You are powered by the model inspect'. Present the real served model name instead (new presented_model o\n[…]\no-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: J.J. Allaire <jj.allaire@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "claude_code: report real served model instead of `inspect` sentinel (…",
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"headline": "Fix deprecated claude-agent-acp package name (#56)",
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"body": "The non-ACP claude_code agent and the ACP codex_cli/gemini_cli agents\nall bump a per-sample store() counter and pass port= to\nsandbox_agent_bridge so that re-entering the agent in the same\nsandbox doesn't collide with a stale model_proxy still bound on the\ndefault 13131. The ACP claude_code agent wa\n[…]\n that runs the agent more than once per sample (e.g. petri-dish\non rollback/restart) hits EADDRINUSE if the previous proxy hasn't\nfully exited.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
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"body": "* Disable codex_cli and gemini_cli telemetry by default\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n* Update CHANGELOG.md\n\n* ruff format\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: jjallaire <jj.allaire@gmail.com>",
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"body": "gemini_cli: fix MCP registration via GEMINI_CLI_TRUST_WORKSPACE",
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"headline": "Merge pull request #49 from kaifronsdal/gemini-acp-fixes",
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"body": "… list\n\nThe explicit GEMINI_UTILITY_MODEL_NAMES alias loop is redundant once a\nfallback is set: model_aliases is checked first, then any unmatched name\nfalls through to the bridge `model=` param. The previous fallback value\n`f\"inspect/{model.api.model_name}\"` was also subtly wrong — after\nremovepref\n[…]\n for the primary name, all five known utility\nnames, gemini-3.1-flash-lite-preview (new in 0.41.1), and an arbitrary\nunknown name.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"body": "gemini-cli's settings schema defaults security.folderTrust.enabled to\ntrue. With no trustedFolders.json entry for the sandbox cwd and no IDE\nworkspace trust signal, Config.isTrustedFolder() returns false, and\nMcpClientManager.startConfiguredMcpServers() returns immediately\nwithout connecting to any \n[…]\ncher redirects console.* away from stderr. Switch the debug\nparam to set GEMINI_DEBUG_LOG_FILE, which debugLogger honors directly.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"weeks": 43
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}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "378 commits in the last year",
"points": 18,
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"details": [
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"code": "commits_last_year",
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"count": 378
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}
],
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{
"key": "openssf_scorecard_maintained",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
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"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": [
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},
{
"code": "weights_renormalized",
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],
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"inputs": {
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"latest_release_tag": "0.2.67",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 7.4
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"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "3 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 3
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}
],
"max_points": 27
},
{
"key": "release_recency",
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"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
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}
],
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{
"key": "release_cadence",
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"points": 27,
"status": "met",
"details": [
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"code": "release_cadence",
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"gap": 7.4
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}
],
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{
"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
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]
},
{
"key": "abandonment",
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"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
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"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
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"components": [
{
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"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 4
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}
],
"max_points": 100
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]
}
],
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},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 61,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "weak",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 35,
"inputs": {
"forks": 36,
"stars": 23,
"watchers": 2,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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"components": [
{
"key": "stars",
"name": "Stars",
"detail": "23 stars",
"points": 21.8,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 23
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "36 forks",
"points": 12.9,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 36
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "2 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 2
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
"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": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"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": "excellent",
"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 91,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 282173
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"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "282,173 downloads/month across pypi",
"points": 72.7,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 282173,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 60,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "weak",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 38,
"inputs": {
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"top_contributor_share": 0.762
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"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
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}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 76% of commits",
"points": 5.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 76
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "25 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 25
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 4 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
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"inputs": {
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"open_issues": 7,
"closed_issues": 10,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 0.588,
"closed_unmerged_prs": 16,
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"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "59% of issues closed",
"points": 24.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 59
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}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "61/77 decided PRs merged",
"points": 23.8,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
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"decided": 77
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}
],
"max_points": 30
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{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
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}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
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"points": 3,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
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"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 57,
"inputs": {
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"owner_type": "Organization",
"is_verified": null,
"owner_login": "meridianlabs-ai",
"public_repos": 22,
"account_age_days": 549
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
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}
],
"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": "87 followers of meridianlabs-ai",
"points": 14,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 87,
"login": "meridianlabs-ai"
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}
],
"max_points": 25
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{
"key": "track_record",
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"points": 12.9,
"status": "partial",
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"code": "public_repos",
"params": {
"count": 22
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},
{
"code": "account_age_years",
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}
],
"max_points": 25
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
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"inputs": {
"packages": [
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
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"key": "published_resolvable",
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"detail": "1 package(s) on pypi",
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"code": "packages_published",
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"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
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}
],
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},
{
"key": "version_history",
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"points": 20,
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"details": [
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"code": "published_versions",
"params": {
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}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
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"details": [
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"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
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"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
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"name": "Engineering practices",
"note": null,
"notes": [],
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"inputs": {
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"components": [
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"detail": "6 workflow(s)",
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"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
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}
],
"max_points": 24
},
{
"key": "tests_present",
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"points": 24,
"status": "met",
"details": [],
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},
{
"key": "linter_config",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "editorconfig",
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"detail": null,
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{
"key": "openssf_scorecard_ci_tests",
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"details": [],
"max_points": 20
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]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
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"components": [
{
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"name": "README",
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"points": 30,
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{
"key": "documentation_directory",
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"points": 25,
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"details": [],
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{
"key": "documentation_homepage_site",
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"details": [],
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{
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{
"key": "topics",
"name": "Topics",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
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{
"key": "security",
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"name": "Security",
"value": 42,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 42,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4.2
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
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},
{
"key": "ci_tests",
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_review",
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"points": 1.5,
"status": "partial",
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 4 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 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": "130 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"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.",
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