公开记录良好
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 08:58 UTC
SWE-bench / SWE-smith
[NeurIPS 2025 D&B Spotlight] Scaling Data for SWE-agents
SWE-bench/SWE-smith 的健康指数为 100 分中的 72 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（95/100），最低的是Security（49/100）。 最近一次更新在 4 天前。 近期的大部分工作由 1 位贡献者完成。
72
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。
72
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
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？
64
开发活跃度
69中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 4 天前 |
| 15.9/36 | 提交节奏 — 52 周中有 23 周有提交 |
| 17.3/18 | 提交量 — 最近一年 83 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
所用输入
| commits_last_year | 83 |
| human_commit_share | 0.82 |
| days_since_last_push | 4 |
| active_weeks_last_year | 23 |
发布纪律
56中等
评分方式
| 16.2/27 | 有发布版本 — 4 个版本标签（无 GitHub 发布版本） |
| 7.2/36 | 发布时效 — 最近一次发布版本于 368 天前 |
| 27/27 | 发布节奏 — 约每 26.9 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 4 |
| latest_release_tag | v0.0.6 |
| releases_from_tags | 是 |
| days_since_latest_release | 368 |
| mean_days_between_releases | 26.9 |
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？
82
流行度与采用
68中等
评分方式
| 46.2/60 | 星标 — 710 个星标 |
| 17.5/25 | 复刻 — 126 个复刻 |
| 4.3/15 | 关注者 — 7 位关注者 |
所用输入
| forks | 126 |
| stars | 710 |
| watchers | 7 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
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 |
| 13.5/13.5 | 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 | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 否 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 5,197,566 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 | swesmith |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 5,197,566 |
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？
69
维护者韧性（巴士系数）
43存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 10.9/22.5 | 提交分布 — 头号贡献者编写了 51% 的提交 |
| 13.5/13.5 | 贡献者广度 — 18 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 26 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 18 |
| top_contributor_share | 0.514 |
议题与 PR 响应能力
83良好
评分方式
| 40/46.8 | 议题解决 — 86% 的议题已关闭 |
| 32.9/38.3 | PR 接受 — 已裁定的 PR 中 123/143 已合并 |
| 10.5/15 | OpenSSF Scorecard：Code-Review — Found 19/25 approved changesets -- score normalized to 7 |
所用输入
| merged_prs | 123 |
| open_issues | 13 |
| closed_issues | 77 |
| issue_closed_ratio | 0.856 |
| closed_unmerged_prs | 20 |
所有权与托管责任
61中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 17.9/25 | 所有者影响力 — SWE-bench 有 307 位关注者 |
| 13.3/25 | 既往记录 — 9 个公开仓库，账户约 3 年 |
所用输入
| followers | 307 |
| owner_type | Organization |
| is_verified | — |
| owner_login | SWE-bench |
| public_repos | 9 |
| account_age_days | 1,106 |
软件包维护
100优秀
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 148 天前 |
| 20/20 | 版本历史 — 10 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 | swesmith |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 148 |
工程质量
基础的工程与文档实践是否到位？
95
工程实践
92优秀
评分方式
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 25 out of 26 merged PRs checked by a CI test -- score normalized to 9 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://swesmith.com/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 4 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | agents, language-model, software-engineering, training |
| has_wiki | 是 |
| homepage | https://swesmith.com/ |
| 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？
49
安全态势
49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 — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 25 out of 26 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 5.2/7.5 | Code-Review — Found 19/25 approved changesets -- score normalized to 7 |
| 2.5/2.5 | Contributors — project has 26 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.9 |
已排除计分（无数据或不适用）：packaging, 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？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。
51
AI 代理上下文与指引
50中等
评分方式
| 18/45 | 代理指令 — AGENTS.md（占位文件） |
| 0/15 | 机器可读文档（llms.txt） |
| 32.5/40 | 可读的提交历史 — 82 次人类提交中有 50 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 | 0.61 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 194 |
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 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 5 次由代理编写或署名代理 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 6 次为自动依赖更新 |
| 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 | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.05 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.06 |
面向模型的代码可读性
54中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.8/55 | 可控的文件大小 — 采样的 223 个源文件中有 5 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 276,830 |
| source_files_sampled | 223 |
| oversized_source_files | 5 |
关键数据
710GitHub 星标
18贡献者
83最近 12 个月提交数
4距最近推送天数
4发布版本数
1巴士系数（bus factor）
13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
更多细节
Star 与 Fork 历史 0 ★ / 126 ⇿
0Star
126Fork
3发布
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。
主版本 0次版本 0修订 3
每个点涵盖 2 天。
OpenSSF Scorecard 4.9 / 10
4.9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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 25 out of 26 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 7 | Code-Review | Found 19/25 approved changesets -- score normalized to 7 |
| 10 | Contributors | project has 26 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 0
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 0 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies to assess
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"agents",
"language-model",
"software-engineering",
"training"
],
"is_fork": false,
"size_kb": 14518,
"has_wiki": true,
"homepage": "https://swesmith.com/",
"languages": {
"C": 19273,
"C#": 29209,
"Go": 37090,
"C++": 7281,
"PHP": 2418,
"Java": 4627,
"Ruby": 8030,
"Rust": 5645,
"Shell": 8390,
"Python": 2007366,
"JavaScript": 2249,
"TypeScript": 676
},
"pushed_at": "2026-07-20T19:41:52Z",
"created_at": "2025-05-01T06:06:30Z",
"owner_type": "Organization",
"updated_at": "2026-07-23T23:53:31Z",
"description": "[NeurIPS 2025 D&B Spotlight] Scaling Data for SWE-agents",
"is_archived": false,
"is_disabled": false,
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"primary_language": "Python",
"significant_languages": [
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},
"owner": {
"blog": "https://swebench.com/",
"name": "SWE-bench",
"type": "Organization",
"login": "SWE-bench",
"company": null,
"location": null,
"followers": 307,
"avatar_url": "https://avatars.githubusercontent.com/u/139597579?v=4",
"created_at": "2023-07-14T23:52:51Z",
"is_verified": null,
"public_repos": 9,
"account_age_days": 1106
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.0.6",
"kind": "patch",
"published_at": "2025-07-22T00:50:27Z"
},
{
"tag": "v0.0.5",
"kind": "patch",
"published_at": "2025-07-09T19:42:17Z"
},
{
"tag": "v0.0.2",
"kind": "patch",
"published_at": "2025-05-07T08:11:56Z"
},
{
"tag": "v0.0.1",
"kind": "patch",
"published_at": "2025-05-02T10:59:41Z"
}
],
"recent_commits": [
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"is_bot": false,
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"headline": "[pre-commit.ci] pre-commit autoupdate (#225)",
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"headline": "replace `testbed` w/ `ENV_NAME`",
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"body": "`generate.py` now produces a combined output file (`{stem}__ig_llm.json`) with problem_statement included, consistent with the other issue gen scripts (`get_from_tests`, `get_from_pr`, `get_static`).\n\nCo-authored-by: Muhammed Karamuk <mkaramuk@proton.me>",
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"headline": "feat: merge LLM-generated problem statements into task instances (#215)",
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"headline": "fix: cd back to base dir before cleanup (#217)",
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"headline": "[pre-commit.ci] pre-commit autoupdate (#200)",
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"body": "…\" in front of f\"{self.arch}\" (#201)\n\n* Revert Architecture enum back to plain str to fix extra \"architecture.\" in front of self.arch\n\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\n\nfor more information, see https://pre-commit.ci\n\n---------\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
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"headline": "Revert Architecture enum back to plain str to fix extra \"architecture…",
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"body": "updates:\n- [github.com/astral-sh/ruff-pre-commit: v0.14.10 → v0.14.11](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.10...v0.14.11)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
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"headline": "[pre-commit.ci] pre-commit autoupdate (#197)",
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"body": "* Add test to fail fast if docker image missing Python dep\n\n* wip\n\n* Add documentation\n\n---------\n\nCo-authored-by: Daniel Zayas <danielzayas@Daniels-MacBook-Pro.local>\nCo-authored-by: John Yang <byjohnyang@gmail.com>",
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"headline": "support Python version > 3.10; add test for missing Python deps (#185)",
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"body": "* increase max file size for diff apply\n\n* Make parameters for attempting pr mirror recovery adjustable via cli\n\n---------\n\nCo-authored-by: Daniel Zayas <danielzayas@Daniels-MacBook-Pro.local>\nCo-authored-by: John Yang <byjohnyang@gmail.com>",
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"headline": "increase max file size for diff apply (#178)",
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"body": "* Extract common build_entity function\n\n- Remove duplication by extracting _build_entity helper functions in\n tree-sitter based language adapters to a shared function.\n- Preserve existing default indent size differences between the\n adapters, I've not thought about these defaults.\n\n* Make relative import absolute\n\n---------\n\nCo-authored-by: John Yang <byjohnyang@gmail.com>",
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"headline": "Extract common build_entity function (#157)",
"author_name": "Andrew Crump",
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"body": "* add 44 verified JS repos and 2 new JS parsers\n\n* ruff format\n\n* minor fixes\n\n* move registration loop to EOF for js\n\n* minor fixes\n\n* removed a repo taking too long to build during testing + minor fixes\n\n* add unit test for 2 newly added JS parsers\n\n* wip fixes\n\n* nit\n\n* wip\n\n* Update handsontable\n\n---------\n\nCo-authored-by: John Yang <byjohnyang@gmail.com>",
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"headline": "Add 44 verified JS repos and 2 new JS parsers (#188)",
"author_name": "Priyank-Shethia3",
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"committed_at": "2025-12-23T22:05:44Z",
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"body": "updates:\n- [github.com/astral-sh/ruff-pre-commit: v0.14.9 → v0.14.10](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.9...v0.14.10)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
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"headline": "[pre-commit.ci] pre-commit autoupdate (#189)",
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"body": "* Added 18 JS repos\n\n* Minor fixes\n\n* Replace hard-coded commits w/ ref\n\n* Make it easier to (force re-)build for specific repo(s)\n\n* Update docs\n\n---------\n\nCo-authored-by: John Yang <byjohnyang@gmail.com>",
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"headline": "fix push_image with dynamic image existence tracking (#184)",
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"headline": "Remove two duplicated Rust repo profiles (#187)",
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"headline": "Fix container name conflict in get_container() for parallel execution…",
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"body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5 to 6.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v5...v6)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n dependency-\n[…]\nirect:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"body": "- tree-sitter-go v0.25.0 introduces a new statement_list intermediate\n AST node.\n- This breaks the Go ControlShuffleLinesModifier because it expects to\n find the function statements directly underneath the function body.\n- Update the modifier so that it handles the statement_list when\n present.",
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"headline": "Fix Go line shuffling procedural modification (#153)",
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"body": "- The issue_gen.get_from_tests command was updated in cabec5da to read\n the test command timeout from the repo profile\n- However the caller was not updated to pass the repo profile through\n\nFixes:\n\n```\nTypeError: run_command_in_container() missing 1 required positional argument: 'rp'\n```",
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"headline": "Fix get_from_tests run_command_in_container call (#156)",
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"body": "updates:\n- [github.com/astral-sh/ruff-pre-commit: v0.12.5 → v0.12.8](https://github.com/astral-sh/ruff-pre-commit/compare/v0.12.5...v0.12.8)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
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"headline": "Remove last batch of timeout Go repos",
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