公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-30 21:49 UTC

mindsdb / cowork-server

FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.

PythonAGPL-3.0★ 4 星标⑂ 5 复刻始于 2026年5月在 GitHub 上查看 ↗

mindsdb/cowork-server 的健康指数为 100 分中的 32 分,处于「存在风险」区间。 其得分最高的类别是Sustainability & Governance(85/100),最低的是Security(35/100)。 最近一次更新在今天。 近期的大部分工作由 3 位贡献者完成。

32
总分 / 100
存在风险

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。

32
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)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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。

高风险司法辖区政策对加权总体健康应用 50% 的乘数,并对其设置“存在风险”上限 49。

所有权

1,416 关注者57 个公开仓库始于 2017年8月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

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
PyPIcowork-server0.26.7.27.34,576513 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?

77良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
7.6/36提交节奏 — 52 周中有 11 周有提交
18/18提交量 — 最近一年 601 次提交
0/10OpenSSF Scorecard:Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year601
human_commit_share0.99
days_since_last_push0
active_weeks_last_year11

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 54 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 0.3 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count54
latest_release_tagv0.26.7.30.1rc5
releases_from_tags
days_since_latest_release0
mean_days_between_releases0.3
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?

38存在风险 · 占总体的 18%
评分方式
7.7/60星标 — 4 个星标
5/25复刻 — 5 个复刻
0/15关注者 — 0 位关注者
所用输入
forks5
stars4
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(AGPL-3.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
48.8/80月度下载量 — pypi 合计每月 4,576 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
packagescowork-server
dependents
ecosystemspypi
total_downloads
monthly_downloads4,576
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?

85优秀 · 占总体的 24%
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
17.2/22.5提交分布 — 头号贡献者编写了 24% 的提交
13.5/13.5贡献者广度 — 15 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 18 contributing companies or organizations
所用输入
bus_factor3
contributors_sampled15
top_contributor_share0.236
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
31.1/38.3PR 接受 — 已裁定的 PR 中 178/219 已合并
13.5/15OpenSSF Scorecard:Code-Review — Found 12/13 approved changesets -- score normalized to 9
所用输入
merged_prs178
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs41
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
22.7/25所有者影响力 — mindsdb 有 1,416 位关注者
24.8/25既往记录 — 57 个公开仓库,账户约 8 年
所用输入
followers1,416
owner_typeOrganization
is_verified
owner_loginmindsdb
public_repos57
account_age_days3,271
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 3 天前
20/20版本历史 — 51 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
packagescowork-server
ecosystemspypi
any_deprecated
min_days_since_publish3

工程质量

基础的工程与文档实践是否到位?

77良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 11 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://mindshub.ai
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://mindshub.ai
has_readme
has_docs_dir
has_description

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?

35存在风险 · 占总体的 16%

安全态势

28危急
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 12/13 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 18 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 14 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.5
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier28
security_posture_before_jurisdiction55
已排除计分(无数据或不适用):branch_protection, signed_releases。 其余权重已重新归一化。 高风险司法辖区政策应用 50% 的乘数,并对安全态势设置“存在风险”上限 49。
评分方式
14.6/35直接依赖不含已知公告 — 1 个受影响:hermes-agent 0.17.0 (high 7.3)
6.8/25间接依赖不含已知公告 — 1 个受影响:pillow 12.2.0 (critical 9.1)
40/40没有长期未处理的公告 — 没有公告公开超过 90 天
所用输入
sourceosv
advisories30
affected_packages2
assessed_packages103
unassessed_packages0
affected_by_severitycritical 1, high 1
direct_affected_packages1
比对的是 pypi:cowork-server@0.26.7.27.3 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 103 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。

50中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
32.9/40可读的提交历史 — 99 次人类提交中有 61 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.616
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
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 25 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
1/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.25
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
55/55可控的文件大小 — 采样的 234 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes55,763
source_files_sampled234
oversized_source_files0

关键数据

4GitHub 星标
15贡献者
601最近 12 个月提交数
0距最近推送天数
54发布版本数
3巴士系数(bus factor)
0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 ★ / 5 ⇿
0Star
5Fork
10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。

12345512026-062026-072026-07
主版本 0次版本 0修订 0
OpenSSF Scorecard 5.5 / 10
5.5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)。Scorecard v5.5.0 · 2026-07-30 21:48 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal 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
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 12/13 approved changesets -- score normalized to 9
10Contributorsproject has 18 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities14 existing vulnerabilities detected
直接依赖 17
注册表软件包版本约束清单文件
PyPIalembic>=1.17.0pyproject.toml
PyPIanton-agent>=2.26.6.30.1,<3pyproject.toml
PyPIcryptography>=48.0.0pyproject.toml
PyPIfastapi>=0.136.1pyproject.toml
PyPIhermes-agent>=0.15.2,<0.18pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIpydantic>=2.12.5pyproject.toml
PyPIpydantic-settings>=2.14.1pyproject.toml
PyPIpsycopg>=3.2pyproject.toml
PyPIpython-multipart>=0.0.28pyproject.toml
PyPIsqlmodel>=0.0.38pyproject.toml
PyPItzlocal>=5.0pyproject.toml
PyPIuvicorn>=0.47.0pyproject.toml
PyPImarkdown>=3.7pyproject.toml
PyPIxhtml2pdf>=0.2.16pyproject.toml
PyPIpython-docx>=1.1.2pyproject.toml
PyPIhtmldocx>=0.0.6pyproject.toml
全部依赖 118

来自 GitHub 依赖图的完整解析依赖集合:17 个直接依赖与 101 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
PyPIalembic1.18.4直接
PyPIanton-agent2.26.7.6.2直接
PyPIcryptography48.0.1直接
PyPIfastapi0.136.3直接
PyPIhermes-agent0.17.0直接
PyPIhtmldocx0.0.6直接
PyPIhttpx0.28.1直接
PyPImarkdown3.10.2直接
PyPIpsycopg3.3.4直接
PyPIpydantic2.13.4直接
PyPIpydantic-settings2.14.1直接
PyPIpython-docx1.2.0直接
PyPIpython-multipart0.0.32直接
PyPIsqlmodel0.0.38直接
PyPItzlocal5.4.3直接
PyPIuvicorn0.49.0直接
PyPIxhtml2pdf0.2.17直接
PyPIaiohappyeyeballs2.6.2间接
PyPIaiohttp3.14.0间接
PyPIaiosignal1.4.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanthropic0.105.2间接
PyPIanyio4.13.0间接
PyPIarabic-reshaper3.0.1间接
PyPIasn1crypto1.5.1间接
PyPIattrs26.1.0间接
PyPIaudioop-lts0.2.2间接
PyPIbeautifulsoup44.15.0间接
PyPIcertifi2026.5.20间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.4.1间接
PyPIcolorama0.4.6间接
PyPIconcurrent-log-handler0.9.29间接
PyPIcoverage7.14.3间接
PyPIcroniter6.0.0间接
PyPIcssselect20.9.0间接
PyPIdill0.3.8间接
PyPIdiscord-py2.7.1间接
PyPIdistro1.9.0间接
PyPIdocstring-parser0.18.0间接
PyPIfire0.7.1间接
PyPIfrozenlist1.8.0间接
PyPIgreenlet3.5.1间接
PyPIh110.16.0间接
PyPIhtml5lib1.1间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.8.0间接
PyPIidna3.18间接
PyPIiniconfig2.3.0间接
PyPIjinja23.1.6间接
PyPIjiter0.15.0间接
PyPIlxml6.1.1间接
PyPImako1.3.12间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImdurl0.1.2间接
PyPImultidict6.7.1间接
PyPIopenai2.24.0间接
PyPIoscrypto1.3.0间接
PyPIpackaging26.0间接
PyPIpathspec1.1.1间接
PyPIpillow12.3.0间接
PyPIpluggy1.6.0间接
PyPIportalocker3.2.0间接
PyPIprompt-toolkit3.0.52间接
PyPIpropcache0.5.2间接
PyPIpsutil7.2.2间接
PyPIpsycopg-binary3.3.4间接
PyPIptyprocess0.7.0间接
PyPIpycparser3.0间接
PyPIpydantic-core2.46.4间接
PyPIpygments2.20.0间接
PyPIpyhanko0.35.1间接
PyPIpyhanko-certvalidator0.31.1间接
PyPIpyjwt2.13.0间接
PyPIpypdf6.14.0间接
PyPIpytest9.0.3间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov7.1.0间接
PyPIpython-bidi0.6.10间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-dotenv1.2.2间接
PyPIpytz2026.2间接
PyPIpywin32312间接
PyPIpywinpty2.0.15间接
PyPIpyyaml6.0.3间接
PyPIreportlab4.5.1间接
PyPIrequests2.33.0间接
PyPIrich14.3.3间接
PyPIruamel-yaml0.18.17间接
PyPIruamel-yaml-clib0.2.15间接
PyPIshellingham1.5.4间接
PyPIsix1.17.0间接
PyPIslack-sdk3.42.0间接
PyPIsniffio1.3.1间接
PyPIsocksio1.0.0间接
PyPIsoupsieve2.8.4间接
PyPIsqlalchemy2.0.50间接
PyPIstarlette1.3.1间接
PyPIsvglib2.0.2间接
PyPItenacity9.1.4间接
PyPItermcolor3.3.0间接
PyPItinycss21.5.1间接
PyPItqdm4.67.3间接
PyPItyper0.26.7间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2025.3间接
PyPIuritools6.1.2间接
PyPIurllib32.7.0间接
PyPIuvloop0.22.1间接
PyPIwatchfiles1.2.0间接
PyPIwcwidth0.7.0间接
PyPIwebencodings0.5.1间接
PyPIwebsockets15.0.1间接
PyPIyarl1.24.2间接
依赖安全公告 2

安装 pypi:cowork-server@0.26.7.27.3 会引入 103 个包(直接与传递):其中 2 个存在已知公告,1 个为直接依赖。

软件包版本关系严重程度公告数修复版本
pillow12.2.0间接严重2612.3.0
hermes-agent0.17.0直接40.18.0

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": 3055,
      "has_wiki": true,
      "homepage": "https://mindshub.ai",
      "languages": {
        "Mako": 704,
        "Python": 1564377,
        "Makefile": 818,
        "Dockerfile": 1726
      },
      "pushed_at": "2026-07-30T21:46:27Z",
      "created_at": "2026-05-13T23:54:05Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T21:15:40Z",
      "description": "FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "mindsdb.com",
      "name": "MindsDB Inc",
      "type": "Organization",
      "login": "mindsdb",
      "company": null,
      "location": "Berkeley, CA",
      "followers": 1416,
      "avatar_url": "https://avatars.githubusercontent.com/u/31035808?v=4",
      "created_at": "2017-08-15T11:14:59Z",
      "is_verified": null,
      "public_repos": 57,
      "account_age_days": 3271
    },
    "license": {
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          "body": "…ject delete to conversations (ENG-701) (#187)\n\n* fix(delete): clean up attachments on conversation delete; cascade project delete to conversations (ENG-701)\n\nDeleting a conversation or project used to orphan uploaded attachment files\nforever — rows + bytes, invisible in any UI, piling up in ~/.cowo\n[…]\nthe failed conversation + its attachment survive.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(delete): clean up attachments on conversation delete; cascade pro…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-15T15:44:52Z",
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          "is_bot": false,
          "headline": "Add tests",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:18:48Z",
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        },
        {
          "oid": "1f54d9ec49688efeb878938cba8003408ceddb52",
          "body": null,
          "is_bot": false,
          "headline": "Audit by default",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:18:44Z",
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        {
          "oid": "7e65de3a245a3bb50993a66f19c4dd027be730e2",
          "body": null,
          "is_bot": false,
          "headline": "Add flag for audit mode",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:18:36Z",
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          "oid": "192287839a009f6780b8149aa2647a789b973a5f",
          "body": null,
          "is_bot": false,
          "headline": "Add tests",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:17Z",
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        {
          "oid": "5c91db84934946a6380239ff8e0d92dae5b6137e",
          "body": null,
          "is_bot": false,
          "headline": "Check for principal",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "7fb7f727ab372f039aaab3b05891f34068dd10fd",
          "body": null,
          "is_bot": false,
          "headline": "Add tests + check mode",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:06Z",
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Add flag",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:01:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "802aca6a9c6538a120c2be355dfa79cf35849666",
          "body": "gdrive connector with google picker api",
          "is_bot": false,
          "headline": "Merge pull request #178 from mindsdb/google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-15T12:46:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33dd31aad9763cc60601cc835807da50376bf868",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-15T11:41:56Z",
          "body_truncated": false,
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        },
        {
          "oid": "33a74a84032694ee0e62e116d5caf5e757424312",
          "body": "…timezone-local\n\nfix(scheduler): resolve timezone=\"local\" to system zone, not UTC [ENG-773]",
          "is_bot": false,
          "headline": "Merge pull request #195 from mindsdb/paul/eng-773-scheduled-tasks-s5-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5179e4d581bb6433416204c6bec9bd12fd209994",
          "body": "…reap-orphaned-running-runs-on-boot-bound\n\nfix(scheduler): reap orphaned running runs on boot; bound run duration [ENG-769]",
          "is_bot": false,
          "headline": "Merge pull request #194 from mindsdb/paul/eng-769-scheduled-tasks-s1-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f897f28b936d44cbb7554e51ad4ea550fc0b49f7",
          "body": "`timezone=\"local\"` silently resolved to UTC in resolve_timezone(), so a\nschedule saved with \"local\" fired on UTC wall-clock instead of the user's\nzone (and lost DST tracking). Since cowork-server runs on the user's own\nmachine, \"local\" now resolves to the system's real IANA zone via tzlocal,\nfalling\n[…]\nting next_run_at on cadence/timezone edit is deferred to\nthe driver rework (ENG-703); this is the standalone salient bug from ENG-773.\n\nENG-773\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): resolve timezone=\"local\" to the system zone, not UTC",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T23:19:07Z",
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        },
        {
          "oid": "be64a8815036439f8242bdc9c2f0b6f006205162",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into staging (content already present)",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T22:26:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fce74003ba6e2fb9f4eb3d2cf6d3eb32d26c79e0",
          "body": "A crash/restart mid-run left a ScheduleRun in `running` forever. The\ndue-check skips schedules with a running run, so one stale row wedged\nthe schedule permanently — it silently never fired again.\n\n- Add ScheduleRunService.reap_orphaned_runs(): on boot, mark every\n  `running` run (scheduled and manu\n[…]\n  so a hung agent can't stay `running` indefinitely.\n- Tests for the reaper (running->failed, manual runs, finished runs\n  untouched).\n\nENG-769\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): reap orphaned running runs on boot; bound run duration",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T21:48:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "866878ef2dffe18976a0685767ad874dfe4ef071",
          "body": "…ixes\n\n[ENG-688] Scheduled task fixes",
          "is_bot": false,
          "headline": "Merge pull request #181 from mindsdb/tino097/eng-688-scheduled-task-f…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T19:47:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09516f817a8bce774c1bc82e3c34327e1c68e5b5",
          "body": null,
          "is_bot": false,
          "headline": "moved gdrive logic from harness to connections",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-14T17:55:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64f7251a4940b294a59dd1f64c02801200b614a5",
          "body": "chore: back-merge main hotfix into staging",
          "is_bot": false,
          "headline": "Merge pull request #191 from mindsdb/backmerge/main-hotfixes-to-staging",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:39:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39224922827b3017d342313f9629ef38cfd61026",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7dbe7ecfad7dc5a7eb8d9424628d699aec08444",
          "body": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url (ENG-632)",
          "is_bot": false,
          "headline": "Merge pull request #190 from mindsdb/hotfix/eng-632-oauth-origin-alias",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:51:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6754fb6207e345a4a94dd978d7b57c08b51c4b43",
          "body": "Hotfix for the desktop OAuth origin change (cowork PR #386, ENG-632).\n\nCOWORK_SERVER_ORIGIN was a validation alias for TWO settings: server_origin\n(OAuth redirect base — intended) and public_base_url (channel webhook base).\nThe desktop app sets COWORK_SERVER_ORIGIN=http://127.0.0.1:<port> so OAuth\n\"\n[…]\norigin and webhook\nbase are now decoupled. No other code referenced COWORK_SERVER_ORIGIN; cloud\ndeployments already set COWORK_PUBLIC_BASE_URL.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:18:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c6c39139d40c234e8780e1b97afcbe478f1e4e57",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:13:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15daadf12d283e2fa0fd52dce69be85961647513",
          "body": "…-739)\n\nRemove ANTON_PLANNING_MODEL / ANTON_CODING_MODEL from _ENV_TO_SETTING, the\ntable driving both migrate_env_to_db (first-boot seed) and the\nPOST /settings/raw merge sync.\n\nThe raw-sync path runs on every desktop/web credential push and — via the web\nclient's saveMindsToken — on every scheduled\n[…]\n assert\nthe new invariant: /settings/raw syncs the credential + provider but leaves the\nmodel row unset while preserving the .env line on disk.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop syncing .env model keys to the DB — CLI-only (ENG…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T22:32:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ecc02394651a51368ca10527ad90dd759dded8c",
          "body": "feat(tools): slim request_credentials schema + data-vault instructions",
          "is_bot": false,
          "headline": "Merge pull request #185 from mindsdb/feat/slim-connector-tools",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-13T22:16:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ef9b9c620a09484be616500de00171f077a9447",
          "body": null,
          "is_bot": false,
          "headline": "fix: reject path-traversal segments in comments proxy",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-13T08:02:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b0500cdd2324dcf44bc64a2c2bba7c8a0b57bee",
          "body": "Staging (Week of 06-07-22)",
          "is_bot": false,
          "headline": "Merge pull request #163 from mindsdb/staging",
          "author_name": "Hamish Fagg",
          "author_login": "hamishfagg",
          "committed_at": "2026-07-13T04:09:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20dc8bad43eea6dc5623951ef725c6fc5d96e066",
          "body": "…mission/update_form\n\n- request_credentials handler no longer tells the model to call\n  fetch_submission (unregistered tool); guidance now matches the\n  rewritten prompt's 'server saves on submit' contract.\n- _scrub_secret_values strips 'value' from password-type fields\n  (top-level and per-method) \n[…]\nrompt clause restored.\n- Delete the commented-out fetch_submission/update_form blocks in\n  tools.py and harness.py (git history preserves them).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tools): address review — scrub secret values, drop dead fetch_sub…",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:49:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2c8c0f1add74002c82d95faa6d8686d2cbda03fc",
          "body": "The request_credentials tool schema (8.7k chars on the wire) and its\nDATA VAULT WORKFLOW prompt (2.9k chars) documented per-field details a model\nalready knows. Cut to the non-obvious contracts only (verbatim registry spec\npass-through, _connector_id, methods[]/PKCE shape, fence formatting,\nnever-echo-credentials): schema ~5k chars, prompt 1.3k chars.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tools): slim request_credentials schema + data-vault instructions",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:31:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "70a1d751640876971ba42bbf3ff38c3c6774cc32",
          "body": null,
          "is_bot": false,
          "headline": "derive run status from stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:56:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8d3d3cfc8c4c89c82569c8c846395bff9abde1d",
          "body": null,
          "is_bot": false,
          "headline": "read run outcome from the stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:42:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48c8a9361112dd18b0fa076259cf90b3dfd21a6b",
          "body": null,
          "is_bot": false,
          "headline": "fixes from ai code review",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-10T14:51:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b1cebed1c6fd7ad1fc80344aed5d3d7c00a3bf4",
          "body": "…eeze)\n\nFollows the rename in mindsdb/github-actions#32. Caller filenames and workflow\nnames are unchanged; only the uses: target paths move.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point callers at renamed reusable workflows (release-freeze/-pr/-unfr…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-10T00:01:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "75e2fdb3cf33a875cf68319bae71c681399dd934",
          "body": "Adds a top-level 'permissions: contents: read' block to each caller so the\nGITHUB_TOKEN is least-privilege (fixes CodeQL actions/missing-workflow-permissions).\nAll privileged operations run through the mindsdb-release-train App token, so\ncontents: read is sufficient for the callers.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Set explicit GITHUB_TOKEN permissions on release-train callers",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:47:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9df5b36de89d3d8e9ce1b54d9d70b6c2e0a3e165",
          "body": "…orkflows\n\nReplaces the self-contained freeze/release-PR/unfreeze workflows and the\nset-branch-lock.js helper with ~15-line callers of the reusable workflows in\nmindsdb/github-actions (see mindsdb/github-actions#32). Workflow names are\npreserved so the workflow_run chain still fires.\n\nAuth now uses \n[…]\nvisioned\nstaging-freeze ruleset instead of round-tripping branch protection. The\nunfreeze caller carries the merged-release-PR + fork-PR guard.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor release-train workflows to thin callers of shared reusable w…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:37:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be5e0a262667e9860935d49114680d26a888e092",
          "body": "…trand attachments (#182)\n\n* fix(files): key attachment purposes by conversation id only (ENG-338)\n\nRenaming a project stranded every attachment already uploaded to its\nconversations: the purpose tag embedded the mutable project name\n(attachment:{project}:{session}) and renames never relinked existi\n[…]\nards it;\n  the one-key dict was shape without consumers).\n\nSuite: 407 passed.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-338: key attachment purposes by conversation id — renames can't s…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T22:24:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ccccd0f5ba57a15c12923496d079a3d7e368e8b",
          "body": "fix(skills): directory-junction fallback for Windows non-admin symlinks (WinError 1314)",
          "is_bot": false,
          "headline": "Merge pull request #184 from mindsdb/fix/windows-skill-link-junctions",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:53:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f6c6319921e0bf84690bf7c95f924a8b733837f",
          "body": "…ileges\n\nOn Windows a non-admin user without Developer Mode cannot create symlinks:\nPath.symlink_to raises OSError [WinError 1314] \"A required privilege is not\nheld by the client\". This crashed server boot — reconcile_all() in\nrun_dev_setup() propagated the raise, so the FastAPI lifespan startup abo\n[…]\n so it can never abort server startup again.\n\nAdds regression tests: link round-trip + \"one unlinkable skill doesn't abort\nthe full reconcile\".\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(skills): fall back to directory junctions when symlinks need priv…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:25:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "aefad09760a859f247f3254e8b72291c2473d8d2",
          "body": "…to a locked model (ENG-597) (#167)\n\n* feat(settings): tier-aware model defaults — free tier never defaults to a locked model (ENG-597)\n\nMindsHub now gates models per plan tier: a free-tier key gets sonnet/haiku\n(the canonical minds-cloud planning/coding defaults) as enabled:false from\n/v1/models, s\n[…]\nhy this slipped).\n\nSuite: 332 passed, ruff clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(settings): tier-aware model defaults — free tier never defaults …",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T17:49:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dd0f389c1e363bf7b145581810d4d1e295c7e963",
          "body": null,
          "is_bot": false,
          "headline": "fix for project files for gdrive files",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T16:59:42Z",
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          "body": "* fix: restore _stream compat method and fix NOT NULL migration (staging)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix: remove dead _stream method from ResponsesHandler\n\n_stream had zero callers after the rebase onto staging — the streaming\npath runs through _produce()/buffer, a\n[…]\n-of-band.\n\n---------\n\nCo-authored-by: sejuba <sejuba@7a:37:83:36:3f:61.home>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nCo-authored-by: Konstantin Sivakov <konstantin.sivakov@gmail.com>",
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          "headline": "fix: add migration guard for pre-Alembic DBs (staging) (#86)",
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          "headline": "added file picker",
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          "headline": "trigger langfuse on turns",
          "author_name": "Konstantin Sivakov",
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          "headline": "record canceled runs and expose correct flags for the api",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "body": null,
          "is_bot": false,
          "headline": "fix(comments): don't show orphan notice for intentional general comments",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
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          "author_name": "Konstantin Sivakov",
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          "headline": "feat(comments): report hidden/orphan anchor state from the marker layer",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
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          "headline": "skip cron when success",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "oid": "da073bd172b39b602ebfb891a0adbb2c8358c799",
          "body": "- Replace the injected iframe layer with the redesigned commenter chrome:\n  teal droplet pins, white thread popover, grow-from-pill composer, custom\n  pin cursor, gap-space element hit-testing, Alt-to-expand selection\n- Keep it credential-free: the layer posts intents over postMessage; the\n  renderer holds creds, performs every API call, and pushes the thread list\n- English confirm copy for delete\n- Update layer tests for the redesigned protocol",
          "is_bot": false,
          "headline": "feat(comments): redesigned on-artifact comment layer (injected)",
          "author_name": "Hazem Aboelsoud",
          "author_login": "hazemahmedx0",
          "committed_at": "2026-07-09T12:09:01Z",
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          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T11:07:45Z",
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          "oid": "016276c02af3beab2183c4023c2b1f2dee1fe174",
          "body": "stop false \"Unpublished changes\" badge on fullstack artifacts",
          "is_bot": false,
          "headline": "Merge pull request #134 from mindsdb/fix/false-unpublished-changes",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
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          "body": "…) (#168)\n\n* feat(turn-errors): map model-403s (model_access_denied / model_disabled) to distinct codes + extras (ENG-598)\n\nWhen the gateway rejects the requested MODEL (plan tier gate or admin kill\nswitch), the turn died as a generic anton_error — \"An unexpected error\noccurred\" — with no hint that \n[…]\nched — not\nin scope, present before this change.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(turn-errors): map model-403s to distinct codes + extras (ENG-598…",
          "author_name": "Alejandro Cantu",
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          "oid": "e13717db8c41c10b7a4c3e3bf3ab4eea3ef265d2",
          "body": "feat: single COWORK_HOME data root for full per-build isolation",
          "is_bot": false,
          "headline": "Merge pull request #174 from mindsdb/feat/cowork-home-data-root",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
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          "headline": "Merge pull request #173 from mindsdb/fix/migration-mismatch-guard",
          "author_name": "Paul Newsam",
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          "oid": "a2b5cd0a06ab57f6e0d397ffb55ab2c1555a958b",
          "body": "The .env search chain kept ~/.anton/.env regardless of COWORK_HOME, so an\nisolated (preview/stable) build still read any value living there that its\nown .env didn't set. A path var in the legacy file (DATABASE_URI,\nMASTER_KEY_PATH, COWORK_PROJECTS_DIR, ...) would resolve every build back\nonto the sa\n[…]\ntion\nexists to prevent. Consult ~/.anton/.env only for the default (prod) home;\nan isolated build reads only <COWORK_HOME>/.env and local .env.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: don't inherit legacy ~/.anton/.env in isolated builds",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
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          "oid": "62448aaf8ec5231a25018c5455fc5738fd6f5ded",
          "body": "Replaces the single weekly-merge workflow with the freeze/release-PR/unfreeze\nlifecycle established in mindshub_inference#319: staging-freeze locks staging\non a weekly cron, weekly-merge-staging opens the staging->main release PR, and\nstaging-unfreeze unlocks staging when the release PR merges. Branch-protection\nchanges go through a shared set-branch-lock.js helper using RELEASE_AUTOMATION_TOKEN.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add weekly release cycle workflows (freeze, release PR, unfreeze)",
          "author_name": "Paul Newsam",
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        },
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          "oid": "b8c709be15b164eba3a8869c34d1713ac3d1088d",
          "body": "Introduce cowork.common.paths.cowork_home() — a single data root (default\n~/.cowork, overridable via the COWORK_HOME env var) that every cowork path\nderives from: the SQLite DB, projects, files, skills, memory, streams, the\nconnector vault, the master key, oauth state, the .env, and the anton/hermes\n[…]\nATH, …)\nkeep their precedence over the derived default. Default behavior (unset\nCOWORK_HOME) is unchanged: everything resolves under ~/.cowork.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: single COWORK_HOME data root for full per-build isolation",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:50:52Z",
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          "body": "fix(server): remove Python 3.12-only f-string syntax that crashes import on 3.11",
          "is_bot": false,
          "headline": "Merge pull request #169 from mindsdb/fix/server-python312-import-crash",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:34:14Z",
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          "oid": "4321fc98d42f3c197d16c97db1c372113035d7a2",
          "body": "…7) (#143)\n\n* add guard around the key reveal\n\n* test(settings): cover loopback guard on reveal-key + /raw (ENG-457)\n\nTests for _require_local: allows 127.0.0.1/::1, 403s any other peer (incl.\n0.0.0.0 and a None client), and reveal-key / GET-raw reject a non-local\ncaller before touching the DB/env.\n\n[…]\npasses the guard.\n\nFull suite green (287 passed).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): restrict reveal-key + /raw to loopback callers (ENG-45…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T21:05:59Z",
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          "oid": "1d1e5a7539e8f855ec42599a63d5405d6fcae7f4",
          "body": "setup_logging() clears all root handlers and calls logging.basicConfig(\nforce=True), reconfiguring application-wide logging as a side effect of\nimporting cowork/db/migrations.py (order-dependent clobbering), and\nreturns a logger named cowork.common.logger rather than this module.\nUse logging.getLogger(__name__) like the rest of the codebase.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: use module logger instead of setup_logging() at import",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
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          "oid": "a2c24e907a439011a619585f6dd02e36aca346f3",
          "body": "…177)\n\n* feat(channels): channel-aware support-mode prompt via ChannelContext (ENG-591)\n\nChannel turns previously ran the identical harness build as desktop turns,\nso the system prompt steered the model toward desktop-UI affordances.\nThread a ChannelContext (channel_type, is_group, display_name) fro\n[…]\nmention fallback so\n@antonbot doesn't answer a mention aimed at @antonbotdev.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-591: channel-aware support mode + working group mention-gating (#…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "body": "feat: configurable CORS allowed origins (localhost-only default)",
          "is_bot": false,
          "headline": "Merge pull request #112 from mindsdb/feat/cors-configurable-origins",
          "author_name": "Jorge Torres",
          "author_login": "torrmal",
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          "headline": "switched anton-agent to main",
          "author_name": "martyna-mindsdb",
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          "headline": "gdrive connector with google picker api",
          "author_name": "martyna-mindsdb",
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          "oid": "27e130de722eed158b2356184d5badeb34a60dfd",
          "body": "* Detach the channel from project on the /new command\n\n* adress comments on the PR\n\n---------\n\nCo-authored-by: Lucas Koontz <lucas.emanuel.koontz@gmail.com>",
          "is_bot": false,
          "headline": "Channels and projects (#164) (#166)",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "author_name": "Konstantin Sivakov",
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          "oid": "6f0637106cf88eff30728d5e723136f8330e6bec",
          "body": "…eposition on DOM changes",
          "is_bot": false,
          "headline": "fix(comments): hide artifact markers for hidden/removed anchors and r…",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
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          "oid": "74d2c5449fe3f780f48e3359135e3f4e17f00584",
          "body": null,
          "is_bot": false,
          "headline": "feat(comments): proxy PATCH/DELETE + on-artifact layer edit/delete",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-08T12:37:37Z",
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          "body": "Feat/eng 563 scheduler update",
          "is_bot": false,
          "headline": "Merge pull request #161 from mindsdb/feat/eng-563-scheduler-update",
          "author_name": "Andrey",
          "author_login": "ea-rus",
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          "body": "When a newer app advances the schema and an older build is then opened\nagainst the same database, `command.upgrade(head)` fails deep inside\nAlembic with an opaque \"Can't locate revision identified by '<rev>'\"\nand the server never starts.\n\nDetect the condition up front: compare the revision(s) record\n[…]\n preview builds of different\nages sharing cowork-preview.db, or a prod downgrade) into an actionable\nmessage instead of a silent startup crash.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "author_name": "pnewsam",
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          "oid": "bfe8d5c6094adbe5127878a93f55c49020073e28",
          "body": "…r false-negative (ENG-576) (#171)\n\nThe Settings connectivity probe (ping_provider) and onboarding validation\n(validate_minds) POSTed CODING_MODEL_DEFAULTS[\"minds_cloud\"] = \"haiku\", a PAID\nmodel. MindsHub tier-gates paid models, so a free-tier key gets a 403 — and:\n\n- ping_provider recorded provider\n[…]\n5 new (constant guard, ping + validate use mindshub_air, configured paid\nmodel ignored, missing-key fast-fail). Suite: 320 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(providers): probe MindsHub with a tier-universal model — free-tie…",
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          "body": "…ort on 3.11\n\nTwo modules used f-strings that reuse the enclosing quote character inside the\nexpression (PEP 701, valid only on Python 3.12+):\n\n  - cowork/common/settings/app_settings.py — the default DB URI\n  - cowork/harnesses/memory/adapter.py     — the project-memory header\n\nOn any Python < 3.12\n[…]\newrite both to be quote-safe (identical runtime behavior; the DB URI string\nis byte-for-byte unchanged) so the package parses on every version.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(server): remove Python 3.12-only f-string syntax that crashes imp…",
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          "headline": "use ANTON_PUBLISH_URL  if defined",
          "author_name": "Max Stepanov",
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            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "packages": [
                "cowork-server"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 4576
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "4,576 downloads/month across pypi",
                "points": 48.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 4576,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
        "value": 85,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 15,
              "top_contributor_share": 0.236
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 24% of commits",
                "points": 17.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 24
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "15 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 18 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "merged_prs": 178,
              "open_issues": 0,
              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 41
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "178/219 decided PRs merged",
                "points": 31.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 178,
                      "decided": 219
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 12/13 approved changesets -- score normalized to 9",
                "points": 13.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1416,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "mindsdb",
              "public_repos": 57,
              "account_age_days": 3271
            },
            "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": "1,416 followers of mindsdb",
                "points": 22.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1416,
                      "login": "mindsdb"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "57 public repos, account ~8 yr old",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 57
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "cowork-server"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "51 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 51
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://mindshub.ai",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://mindshub.ai",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 35,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At risk ceiling of 49.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "jurisdiction_posture_adjustment",
                "params": {
                  "cap": 49,
                  "pct": 50
                }
              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.5,
              "high_risk_jurisdiction_cap": 49,
              "high_risk_jurisdiction_multiplier": 50,
              "security_posture_after_multiplier": 28,
              "security_posture_before_jurisdiction": 55
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 12/13 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 18 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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "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": "14 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the pypi:cowork-server@0.26.7.27.3 runtime dependency closure — what installing the published package pulls in — 103 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:cowork-server@0.26.7.27.3",
                  "assessed": 103
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "osv",
              "advisories": 30,
              "affected_packages": 2,
              "assessed_packages": 103,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: hermes-agent 0.17.0 (high 7.3)",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "hermes-agent 0.17.0 (high 7.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: pillow 12.2.0 (critical 9.1)",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "pillow 12.2.0 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 103,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 2,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (2)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 2,
                      "country": "Russia"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 50,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.616,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "61 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 61,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.25,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "25 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 25,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 55763,
              "source_files_sampled": 234,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/234 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 234,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T21:49:23.960358Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mindsdb/cowork-server.svg",
  "full_name": "mindsdb/cowork-server",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.