公开记录优秀
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-31 10:05 UTC
state-alchemists / zrb
Your Automation Powerhouse
state-alchemists/zrb 的健康指数为 100 分中的 80 分，处于「优秀」区间。 其得分最高的类别是Vitality（95/100），最低的是Community & Adoption（38/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
80
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。
80
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
加权总体分 68 经校准后在公布的指数量表上为 80（记录校准 2026-08-02）。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | zrb | 2.51.0 | 6,736 | 647 | 0 天前 | automationtask-runnercode-generatormonorepolow-code |
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？
95
开发活跃度
100卓越
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 36/36 | 提交节奏 — 52 周中有 52 周有提交 |
| 18/18 | 提交量 — 最近一年 1,558 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 1,558 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
发布纪律
88优秀
评分方式
| 16.2/27 | 有发布版本 — 90 个版本标签（无 GitHub 发布版本） |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 2.3 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 90 |
| latest_release_tag | 2.51.0 |
| releases_from_tags | 是 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 2.3 |
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
流行度与采用
20存在风险
评分方式
| 19.5/60 | 星标 — 17 个星标 |
| 0/25 | 复刻 — 1 个复刻 |
| 0/15 | 关注者 — 2 位关注者 |
所用输入
| forks | 1 |
| stars | 17 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
40薄弱
评分方式
| 22.5/22.5 | README |
| 0/22.5 | 许可证 — 未检测到许可证文件 |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 7.2/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 否 |
| readme_badges | — |
| has_contributing | 否 |
| has_issue_template | 是 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| has_pull_request_template | 是 |
生态采用（下载量）
64中等
评分方式
| 51/80 | 月度下载量 — pypi 合计每月 6,736 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 | zrb |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 6,736 |
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？
59
维护者韧性（巴士系数）
19危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 4.1/13.5 | 贡献者广度 — 3 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.999 |
议题与 PR 响应能力
74良好
评分方式
| 36.8/42 | 议题解决 — 88% 的议题已关闭 |
| 27.4/30 | PR 接受 — 已裁定的 PR 中 390/427 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/11 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 390 |
| open_issues | 1 |
| closed_issues | 7 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.875 |
| closed_unmerged_prs | 37 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
已排除计分（无数据或不适用）：newcomer_pr_acceptance。 其余权重已重新归一化。
所有权与托管责任
60中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 9.5/25 | 所有者影响力 — state-alchemists 有 20 位关注者 |
| 20.6/25 | 既往记录 — 14 个公开仓库，账户约 7 年 |
所用输入
| followers | 20 |
| owner_type | Organization |
| is_verified | — |
| owner_login | state-alchemists |
| public_repos | 14 |
| account_age_days | 2,679 |
软件包维护
100卓越
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 647 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 | zrb |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
86
工程实践
84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 — .flake8 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://pypi.org/project/zrb/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 4 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | code-generator, task-runner, automation, llm |
| has_wiki | 否 |
| homepage | https://pypi.org/project/zrb/ |
| 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？
58
安全态势
47薄弱
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 |
| 2.5/2.5 | CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/11 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 0/2.5 | 许可证 — license file not detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 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 |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.7 |
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。
依赖安全公告
100卓越
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 0/25 | 间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 2 |
| affected_packages | 1 |
| assessed_packages | 207 |
| unassessed_packages | 0 |
| affected_by_severity | critical 1 |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 207 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
62
AI 代理上下文与指引
63中等
评分方式
| 45/45 | 代理指令 — AGENTS.md, CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 17.6/40 | 可读的提交历史 — 100 次人类提交中有 33 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 | 0.33 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 15,979 |
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 — .flake8 |
| 11/11 | 静态类型检查 — pyrightconfig.json |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | poetry.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | pyrightconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
82优秀
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（pyrightconfig.json） |
| 54.9/55 | 可控的文件大小 — 采样的 716 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 3,164,970 |
| source_files_sampled | 716 |
| oversized_source_files | 1 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
17GitHub 星标
3贡献者
1,558最近 12 个月提交数
0距最近推送天数
90发布版本数
1巴士系数（bus factor）
1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
- deps.dev does not index pypi:zrb@2.51.0; advisories assessed against the repository dependency graph instead
更多细节
OpenSSF Scorecard 4.7 / 10
4.7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 |
| 10 | CI-Tests | 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/11 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 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 |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
直接依赖 26
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | python-dotenv | >=1.1.1,<2.0.0 | pyproject.toml |
| PyPI | beautifulsoup4 | >=4.14.2,<5.0.0 | pyproject.toml |
| PyPI | pdfplumber | >=0.11.7,<0.12.0 | pyproject.toml |
| PyPI | fastapi | >=0.136.3,<0.137.0 | pyproject.toml |
| PyPI | jinja2 | >=3.1.0,<4.0.0 | pyproject.toml |
| PyPI | PyJWT | >=2.13.0,<3.0.0 | pyproject.toml |
| PyPI | ulid-py | >=1.1.0,<2.0.0 | pyproject.toml |
| PyPI | psutil | >=7.0.0,<8.0.0 | pyproject.toml |
| PyPI | pydantic-settings | >=2.14.2 | pyproject.toml |
| PyPI | pydantic-ai-slim | >=2.8.0,<2.9.0 | pyproject.toml |
| PyPI | openai | >=2.29.0 | pyproject.toml |
| PyPI | prompt-toolkit | >=3 | pyproject.toml |
| PyPI | rich | >=13 | pyproject.toml |
| PyPI | mcp | >=1.28.1,<2.0 | pyproject.toml |
| PyPI | requests | >=2.33.0,<3.0.0 | pyproject.toml |
| PyPI | tiktoken | >=0.12.0,<0.13.0 | pyproject.toml |
| PyPI | markdownify | >=1.2.2,<2.0.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0.3,<7.0.0 | pyproject.toml |
| PyPI | pyperclip | >=1.11.0,<2.0.0 | pyproject.toml |
| PyPI | Pillow | >=12.3.0 | pyproject.toml |
| PyPI | pygments | >=2.20.0 | pyproject.toml |
| PyPI | cryptography | >=48.0.1 | pyproject.toml |
| PyPI | python-multipart | >=0.0.30 | pyproject.toml |
| PyPI | starlette | >=1.3.1 | pyproject.toml |
| PyPI | urllib3 | >=2.7.0 | pyproject.toml |
| PyPI | idna | >=3.15 | pyproject.toml |
全部依赖 207
来自 GitHub 依赖图的完整解析依赖集合：26 个直接依赖与 181 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 |
|---|---|---|---|
| PyPI | beautifulsoup4 | 4.15.0 | 直接 |
| PyPI | cryptography | 49.0.0 | 直接 |
| PyPI | fastapi | 0.136.3 | 直接 |
| PyPI | idna | 3.18 | 直接 |
| PyPI | jinja2 | 3.1.6 | 直接 |
| PyPI | markdownify | 1.2.2 | 直接 |
| PyPI | mcp | 1.28.1 | 直接 |
| PyPI | openai | 2.43.0 | 直接 |
| PyPI | pdfplumber | 0.11.10 | 直接 |
| PyPI | pillow | 12.3.0 | 直接 |
| PyPI | prompt-toolkit | 3.0.52 | 直接 |
| PyPI | psutil | 7.2.2 | 直接 |
| PyPI | pydantic-ai-slim | 2.8.0 | 直接 |
| PyPI | pydantic-settings | 2.14.2 | 直接 |
| PyPI | pygments | 2.20.0 | 直接 |
| PyPI | pyjwt | 2.13.0 | 直接 |
| PyPI | pyperclip | 1.11.0 | 直接 |
| PyPI | python-dotenv | 1.2.2 | 直接 |
| PyPI | python-multipart | 0.0.32 | 直接 |
| PyPI | pyyaml | 6.0.3 | 直接 |
| PyPI | requests | 2.34.2 | 直接 |
| PyPI | rich | 15.0.0 | 直接 |
| PyPI | starlette | 1.3.1 | 直接 |
| PyPI | tiktoken | 0.12.0 | 直接 |
| PyPI | ulid-py | 1.1.0 | 直接 |
| PyPI | urllib3 | 2.7.0 | 直接 |
| PyPI | aiofile | 3.11.1 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiohttp | 3.14.1 | 间接 |
| PyPI | aiolimiter | 1.2.1 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anthropic | 0.111.0 | 间接 |
| PyPI | anyio | 4.14.0 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | authlib | 1.7.2 | 间接 |
| PyPI | autopep8 | 2.3.2 | 间接 |
| PyPI | backports-tarfile | 1.2.0 | 间接 |
| PyPI | bcrypt | 5.0.0 | 间接 |
| PyPI | beartype | 0.22.9 | 间接 |
| PyPI | black | 26.5.1 | 间接 |
| PyPI | boto3 | 1.43.34 | 间接 |
| PyPI | botocore | 1.43.34 | 间接 |
| PyPI | build | 1.5.0 | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | caio | 0.9.25 | 间接 |
| PyPI | certifi | 2026.6.17 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | chromadb | 1.5.9 | 间接 |
| PyPI | click | 8.4.1 | 间接 |
| PyPI | cohere | 7.0.4 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coverage | 7.14.2 | 间接 |
| PyPI | detect-installer | 0.1.0 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | durationpy | 0.10 | 间接 |
| PyPI | email-validator | 2.3.0 | 间接 |
| PyPI | eval-type-backport | 0.4.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | fastapi-cli | 0.0.27 | 间接 |
| PyPI | fastapi-cloud-cli | 0.20.0 | 间接 |
| PyPI | fastar | 0.11.0 | 间接 |
| PyPI | fastavro | 1.12.2 | 间接 |
| PyPI | fastmcp-slim | 3.4.2 | 间接 |
| PyPI | ffmpeg-python | 0.2.0 | 间接 |
| PyPI | filelock | 3.29.4 | 间接 |
| PyPI | flake8 | 7.3.0 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.6.0 | 间接 |
| PyPI | future | 1.0.0 | 间接 |
| PyPI | genai-prices | 0.0.71 | 间接 |
| PyPI | google-auth | 2.55.0 | 间接 |
| PyPI | google-genai | 2.9.0 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | greenlet | 3.5.2 | 间接 |
| PyPI | griffelib | 2.1.0 | 间接 |
| PyPI | groq | 1.4.0 | 间接 |
| PyPI | grpcio | 1.81.1 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpcore2 | 2.4.0 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | httpx2 | 2.4.0 | 间接 |
| PyPI | huggingface-hub | 1.20.1 | 间接 |
| PyPI | importlib-metadata | 8.7.1 | 间接 |
| PyPI | importlib-resources | 7.1.0 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | isort | 7.0.0 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.1.2 | 间接 |
| PyPI | jaraco-functools | 4.5.0 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jiter | 0.15.0 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | joserfc | 1.7.1 | 间接 |
| PyPI | jsonpatch | 1.33 | 间接 |
| PyPI | jsonpath-python | 1.1.6 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | keyring | 25.7.0 | 间接 |
| PyPI | kubernetes | 36.0.2 | 间接 |
| PyPI | langchain-core | 1.4.8 | 间接 |
| PyPI | langchain-protocol | 0.0.18 | 间接 |
| PyPI | langchain-text-splitters | 1.1.2 | 间接 |
| PyPI | langsmith | 0.8.18 | 间接 |
| PyPI | logfire-api | 4.37.0 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mistralai | 2.6.0 | 间接 |
| PyPI | mmh3 | 5.2.1 | 间接 |
| PyPI | more-itertools | 11.1.0 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numpy | 2.4.6 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | onnxruntime | 1.27.0 | 间接 |
| PyPI | opentelemetry-api | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.39.1 | 间接 |
| PyPI | opentelemetry-proto | 1.39.1 | 间接 |
| PyPI | opentelemetry-sdk | 1.39.1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.60b1 | 间接 |
| PyPI | orjson | 3.11.9 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | pdfminer-six | 20260107 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | playwright | 1.60.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | protobuf | 6.33.6 | 间接 |
| PyPI | py-key-value-aio | 0.4.5 | 间接 |
| PyPI | pyasn1 | 0.6.4 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pybase64 | 1.4.3 | 间接 |
| PyPI | pycodestyle | 2.14.0 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | 2.13.4 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pydantic-extra-types | 2.11.1 | 间接 |
| PyPI | pydantic-graph | 2.8.0 | 间接 |
| PyPI | pyee | 13.0.1 | 间接 |
| PyPI | pyflakes | 3.4.0 | 间接 |
| PyPI | pypdfium2 | 5.10.1 | 间接 |
| PyPI | pypika | 0.51.1 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pyright | 1.1.411 | 间接 |
| PyPI | pytest | 9.1.1 | 间接 |
| PyPI | pytest-asyncio | 1.4.0 | 间接 |
| PyPI | pytest-cov | 6.3.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | pytokens | 0.4.1 | 间接 |
| PyPI | pywin32 | 312 | 间接 |
| PyPI | pywin32-ctypes | 0.2.3 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.5.9 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rich-toolkit | 0.20.1 | 间接 |
| PyPI | rignore | 0.7.6 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | s3transfer | 0.19.0 | 间接 |
| PyPI | secretstorage | 3.5.0 | 间接 |
| PyPI | sentry-sdk | 2.63.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | sounddevice | 0.5.5 | 间接 |
| PyPI | soupsieve | 2.8.4 | 间接 |
| PyPI | srt | 3.5.3 | 间接 |
| PyPI | sse-starlette | 3.4.5 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | tokenizers | 0.23.1 | 间接 |
| PyPI | tomlkit | 0.13.3 | 间接 |
| PyPI | tqdm | 4.68.3 | 间接 |
| PyPI | truststore | 0.10.4 | 间接 |
| PyPI | typer | 0.25.1 | 间接 |
| PyPI | types-requests | 2.33.0.20260518 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | uuid-utils | 0.16.2 | 间接 |
| PyPI | uvicorn | 0.49.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | vosk | 0.3.44 | 间接 |
| PyPI | voyageai | 0.4.1 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | wcwidth | 0.8.1 | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
| PyPI | websockets | 16.0 | 间接 |
| PyPI | xai-sdk | 1.17.0 | 间接 |
| PyPI | xxhash | 3.7.0 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
依赖安全公告 1
该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 207 个包，其中也包含从不交付的开发与测试版本固定：1 个存在已知公告，0 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| chromadb | 1.5.9 | 间接 | 严重 | 2 | — |
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": [
"code-generator",
"task-runner",
"automation",
"llm"
],
"is_fork": false,
"size_kb": 38577,
"has_wiki": false,
"homepage": "https://pypi.org/project/zrb/",
"languages": {
"CSS": 13495,
"HTML": 12456,
"Shell": 25926,
"Python": 4293981,
"Dockerfile": 662,
"JavaScript": 39577,
"PowerShell": 14931
},
"pushed_at": "2026-07-31T10:03:04Z",
"created_at": "2023-01-26T02:45:47Z",
"owner_type": "Organization",
"updated_at": "2026-07-31T10:00:36Z",
"description": "Your Automation Powerhouse",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": null,
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": null,
"type": "Organization",
"login": "state-alchemists",
"company": null,
"location": null,
"followers": 20,
"avatar_url": "https://avatars.githubusercontent.com/u/49109356?v=4",
"created_at": "2019-03-31T01:36:58Z",
"is_verified": null,
"public_repos": 14,
"account_age_days": 2679
},
"license": {
"state": "absent",
"spdx_id": null,
"raw_spdx": null,
"file_present": false,
"scorecard_found": false,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "2.51.0",
"kind": "minor",
"published_at": "2026-07-31T10:00:16Z"
},
{
"tag": "2.50.9",
"kind": "patch",
"published_at": "2026-07-29T16:33:27Z"
},
{
"tag": "2.50.8",
"kind": "patch",
"published_at": "2026-07-27T23:17:53Z"
},
{
"tag": "2.50.7",
"kind": "patch",
"published_at": "2026-07-27T15:28:50Z"
},
{
"tag": "2.50.6",
"kind": "patch",
"published_at": "2026-07-26T23:19:34Z"
},
{
"tag": "2.50.5",
"kind": "patch",
"published_at": "2026-07-25T00:12:52Z"
},
{
"tag": "2.50.4",
"kind": "patch",
"published_at": "2026-07-23T14:04:56Z"
},
{
"tag": "2.50.3",
"kind": "patch",
"published_at": "2026-07-16T23:37:26Z"
},
{
"tag": "2.50.2",
"kind": "patch",
"published_at": "2026-07-16T12:37:34Z"
},
{
"tag": "2.50.1",
"kind": "patch",
"published_at": "2026-07-10T23:27:12Z"
},
{
"tag": "2.50.0",
"kind": "minor",
"published_at": "2026-07-08T22:44:41Z"
},
{
"tag": "2.49.5",
"kind": "patch",
"published_at": "2026-07-08T05:18:03Z"
},
{
"tag": "2.49.4",
"kind": "patch",
"published_at": "2026-07-08T01:07:12Z"
},
{
"tag": "2.49.3",
"kind": "patch",
"published_at": "2026-07-07T17:52:00Z"
},
{
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"published_at": "2026-07-06T00:26:03Z"
},
{
"tag": "2.49.1",
"kind": "patch",
"published_at": "2026-07-05T00:17:39Z"
},
{
"tag": "2.49.0",
"kind": "minor",
"published_at": "2026-07-04T13:56:24Z"
},
{
"tag": "2.48.4",
"kind": "patch",
"published_at": "2026-07-04T02:00:23Z"
},
{
"tag": "2.48.3",
"kind": "patch",
"published_at": "2026-07-02T12:38:57Z"
},
{
"tag": "2.48.2",
"kind": "patch",
"published_at": "2026-07-02T08:32:22Z"
},
{
"tag": "2.48.1",
"kind": "patch",
"published_at": "2026-07-01T15:21:25Z"
},
{
"tag": "2.48.0",
"kind": "minor",
"published_at": "2026-07-01T05:01:17Z"
},
{
"tag": "2.47.0",
"kind": "minor",
"published_at": "2026-07-01T00:23:17Z"
},
{
"tag": "2.46.0",
"kind": "minor",
"published_at": "2026-06-30T14:41:01Z"
},
{
"tag": "2.45.0",
"kind": "minor",
"published_at": "2026-06-28T09:43:22Z"
},
{
"tag": "2.44.0",
"kind": "minor",
"published_at": "2026-06-27T22:47:19Z"
},
{
"tag": "2.43.1",
"kind": "patch",
"published_at": "2026-06-27T09:57:41Z"
},
{
"tag": "2.43.0",
"kind": "minor",
"published_at": "2026-06-25T16:30:06Z"
},
{
"tag": "2.42.1",
"kind": "patch",
"published_at": "2026-06-24T22:50:18Z"
},
{
"tag": "2.42.0",
"kind": "minor",
"published_at": "2026-06-24T14:57:36Z"
},
{
"tag": "2.41.0",
"kind": "minor",
"published_at": "2026-06-24T08:07:21Z"
},
{
"tag": "2.40.1",
"kind": "patch",
"published_at": "2026-06-23T05:16:40Z"
},
{
"tag": "2.40.0",
"kind": "minor",
"published_at": "2026-06-21T11:21:07Z"
},
{
"tag": "2.39.0",
"kind": "minor",
"published_at": "2026-06-21T05:04:55Z"
},
{
"tag": "2.38.0",
"kind": "minor",
"published_at": "2026-06-20T17:25:14Z"
},
{
"tag": "2.37.0",
"kind": "minor",
"published_at": "2026-06-18T23:20:35Z"
},
{
"tag": "2.36.0",
"kind": "minor",
"published_at": "2026-06-18T11:21:29Z"
},
{
"tag": "2.35.3",
"kind": "patch",
"published_at": "2026-06-18T03:12:14Z"
},
{
"tag": "2.35.2",
"kind": "patch",
"published_at": "2026-06-17T05:52:31Z"
},
{
"tag": "2.35.1",
"kind": "patch",
"published_at": "2026-06-16T06:47:11Z"
},
{
"tag": "2.35.0",
"kind": "minor",
"published_at": "2026-06-15T02:03:49Z"
},
{
"tag": "2.34.3",
"kind": "patch",
"published_at": "2026-06-12T03:08:11Z"
},
{
"tag": "2.34.2",
"kind": "patch",
"published_at": "2026-06-11T14:32:30Z"
},
{
"tag": "2.34.1",
"kind": "patch",
"published_at": "2026-06-11T10:38:26Z"
},
{
"tag": "2.34.0",
"kind": "minor",
"published_at": "2026-06-10T13:57:01Z"
},
{
"tag": "2.33.4",
"kind": "patch",
"published_at": "2026-06-10T09:44:20Z"
},
{
"tag": "2.33.3",
"kind": "patch",
"published_at": "2026-06-08T10:24:35Z"
},
{
"tag": "2.33.2",
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"published_at": "2026-06-07T09:50:23Z"
},
{
"tag": "2.33.1",
"kind": "patch",
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},
{
"tag": "2.33.0",
"kind": "minor",
"published_at": "2026-06-06T05:10:59Z"
},
{
"tag": "2.32.2",
"kind": "patch",
"published_at": "2026-06-05T23:12:37Z"
},
{
"tag": "2.32.1",
"kind": "patch",
"published_at": "2026-06-05T15:49:16Z"
},
{
"tag": "2.32.0",
"kind": "minor",
"published_at": "2026-06-05T11:05:41Z"
},
{
"tag": "2.31.0",
"kind": "minor",
"published_at": "2026-05-29T14:34:03Z"
},
{
"tag": "2.30.1",
"kind": "patch",
"published_at": "2026-05-25T05:58:58Z"
},
{
"tag": "2.30.0",
"kind": "minor",
"published_at": "2026-05-24T04:05:10Z"
},
{
"tag": "2.29.0",
"kind": "minor",
"published_at": "2026-05-22T15:39:10Z"
},
{
"tag": "2.28.6",
"kind": "patch",
"published_at": "2026-05-22T00:04:51Z"
},
{
"tag": "2.28.5",
"kind": "patch",
"published_at": "2026-05-21T07:09:28Z"
},
{
"tag": "2.28.4",
"kind": "patch",
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},
{
"tag": "2.28.3",
"kind": "patch",
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},
{
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},
{
"tag": "2.28.1",
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},
{
"tag": "2.28.0",
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},
{
"tag": "2.27.1",
"kind": "patch",
"published_at": "2026-05-14T13:31:53Z"
},
{
"tag": "2.27.0",
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"published_at": "2026-05-14T06:05:58Z"
},
{
"tag": "2.26.9",
"kind": "patch",
"published_at": "2026-05-13T11:23:50Z"
},
{
"tag": "2.26.8",
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"published_at": "2026-05-12T21:36:14Z"
},
{
"tag": "2.26.7",
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},
{
"tag": "2.26.5",
"kind": "patch",
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},
{
"tag": "2.26.4",
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},
{
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},
{
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},
{
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},
{
"tag": "2.26.0",
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},
{
"tag": "2.25.3",
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},
{
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},
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},
{
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{
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},
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},
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},
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},
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"headline": "Merge branch 'main' into feat/introduce-theme",
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"body": "…andling\n\nSoften local venv handling",
"is_bot": false,
"headline": "Merge pull request #427 from state-alchemists/fix/soften-local-venv-h…",
"author_name": "Go Frendi Gunawan",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-08T21:05:26Z",
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"body": null,
"is_bot": false,
"headline": "Update docs",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-08T21:04:46Z",
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},
{
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"body": null,
"is_bot": false,
"headline": "Update installation script",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-08T20:39:29Z",
"body_truncated": false,
"is_coding_agent": false
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"body": null,
"is_bot": false,
"headline": "Soften local venv hsndling",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-08T14:28:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "59f4ccbf180b48b241d50bd9f8cecce2cee2e1ab",
"body": null,
"is_bot": false,
"headline": "Add themes",
"author_name": "Go Frendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-08T13:20:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1078afa196e6245cdf600e4a4bf4ef5915274271",
"body": "Update pipx",
"is_bot": false,
"headline": "Merge pull request #425 from state-alchemists/feat/update-pipx",
"author_name": "Go Frendi Gunawan",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-08T05:18:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6de2e96e357fc2fb506bb43a367d1a5077d50247",
"body": null,
"is_bot": false,
"headline": "Update changelog",
"author_name": "Go Frendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-08T05:16:29Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Update pipx",
"author_name": "Go Frendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-08T04:33:57Z",
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},
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"body": "Re-add mistral",
"is_bot": false,
"headline": "Merge pull request #424 from state-alchemists/feat/re-add-mistral",
"author_name": "Go Frendi Gunawan",
"author_login": "goFrendiAsgard",
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"is_bot": false,
"headline": "Re-add mistral",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
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"body": null,
"is_bot": false,
"headline": "Update installation script",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T23:57:38Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Fix installation script",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T23:48:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e53b54177690fb41cda709c9c2ebe7b4fce14ad1",
"body": "Update installation script to use pipx",
"is_bot": false,
"headline": "Merge pull request #423 from state-alchemists/feat/use-pipx",
"author_name": "Go Frendi Gunawan",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T17:52:00Z",
"body_truncated": false,
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},
{
"oid": "c41c3a182c00da826103269b03520da5e66dce9a",
"body": null,
"is_bot": false,
"headline": "Update poetry lock",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T17:48:00Z",
"body_truncated": false,
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{
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"body": null,
"is_bot": false,
"headline": "Bump new version",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T17:46:12Z",
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},
{
"oid": "9cfeeefa805d802d4b043c34db563123b1b50672",
"body": null,
"is_bot": false,
"headline": "Update error message",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T17:45:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e5afa8c85e1bbf58ea0c3089629a734aaccd60d3",
"body": null,
"is_bot": false,
"headline": "Make black and isort optional",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T17:40:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "32e81d111b2eba5cde853319c298ef149714a695",
"body": "Convert format-code task from CmdTask to make_task with a Python\nfunction that checks if black and isort are on PATH before running\nthem. If either is missing, prints a [SYSTEM SUGGESTION] telling the\nuser how to install zrb[format] via pipx inject",
"is_bot": false,
"headline": "feat: check for black/isort before formatting, show install hint",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T17:21:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "273a897f3f0a008793d90263dc50954b05a7d97b",
"body": "Neither black nor isort are imported as Python libraries in zrb's\ncodebase — they are only invoked as CLI subprocesses in the builtin\nformat task. Moving them to an optional [format] dependency group\nreduces the core install footprint by ~30MB.\n\nzrb task format users: pip install \"zrb[format]\" or\npipx install \"zrb[format]\" / pipx inject zrb \"zrb[format]\"",
"is_bot": false,
"headline": "refactor: move black and isort to optional [format] extra",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T17:13:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f903086cec0f1460ca5f540e4336bb6dcd6f0e2b",
"body": "- Quick Start: pipx install zrb (with pipx install instructions)\n- Standard install: pipx as default, installation scripts already use pipx\n- Upgrade: pipx upgrade zrb\n- Uninstall: pipx uninstall zrb\n- Troubleshooting: pipx-focused solutions\n- llm-config: extras table updated to pipx install/inject commands\n- Android/Termux: adds pipx to apt install, uses pipx for zrb\n- Windows: manual section uses pipx instead of local-venv\n- macOS: brew install pipx + pipx ensurepath",
"is_bot": false,
"headline": "docs: switch primary recommendation from pip to pipx",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T17:05:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "403ada4014a35a856056ecf1b938f5a6e8041ba9",
"body": "pipx warns that --python is ignored when --force is passed. Since we\nalready ran pipx uninstall, the venv is gone, so a plain pipx install\nwith --python creates a fresh venv with the correct interpreter.",
"is_bot": false,
"headline": "fix(install): remove --force flag on pipx install, uninstall already ran",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T16:48:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "992e44cde3c65a9348ac49d448059a3ea91908a2",
"body": "- Change one-liner from WebClient.DownloadString to\n DownloadData+UTF8.GetString to properly decode UTF-8 on\n Windows PowerShell 5.1 (which otherwise decodes as Win-1252)\n- Restore emoji icons: > -> 🤖, [OK] -> ✅, [!] -> ⚠️\n- Restore box-drawing banner: +--+ -> ╔═╗ with em-dash\n- Update installation.md one-liner to match",
"is_bot": false,
"headline": "feat(install): make PS1 installer icons match SH installer",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T16:44:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "094eb4a4ba478e31aebd3784c7d0e67bd0d77d79",
"body": "…xpression\n\n& zrb shell autocomplete powershell returns System.Object[] (array of\nstrings), but Invoke-Expression expects a single string. Wrap with\n-join \"`n\" to concatenate into one string before passing it.\n\nAlso auto-fixes existing profiles by replacing the broken line with the\ncorrect one on re-run.",
"is_bot": false,
"headline": "fix(install): join array output from zrb autocomplete before Invoke-E…",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T16:30:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2dbb01c4fe96fc2448c5cc37ee8feddced464aa",
"body": "…e template\n\ncommand_exists is a helper defined inside the install script and not\navailable in the user's shell rc context. Use portable command -v\ninstead so the autocomplete block works in any shell without requiring\na pre-defined function.",
"is_bot": false,
"headline": "fix(install): use command -v instead of command_exists in autocomplet…",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T16:29:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c4f432a3ca0d917384ab749e8df07e445450825",
"body": "…m PATH\n\nWhen pipx lives inside .local-venv/Scripts (common on Windows), the\nCleanup-LocalVenv step deletes both the directory and its PATH entry,\nmaking pipx unavailable for the subsequent LSP inject step.\n\nExtract Find-PipxPath helper that locates pipx.exe in the Python user\nScripts folder and add\n[…]\nt to the session PATH. Call it:\n- In Ensure-Pipx (after pip install --user pipx)\n- In Ensure-PipxPath (fallback when pipx is not on PATH)\n- After Cleanup-LocalVenv so pipx is available for pipx inject",
"is_bot": false,
"headline": "fix(install): re-discover pipx after Cleanup-LocalVenv removes it fro…",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T16:16:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d986e68dd5e995adce3d4fbd528253fce60c2736",
"body": "pipx --force reuses the existing venv (--python is silently ignored).\npipx environment command may not exist on older pipx versions or output\nunexpected format, making the manual rm -rf unreliable.\n\nUse pipx uninstall zrb which cleanly removes the stale venv regardless\nof where pipx stores it, then pipx install creates a fresh venv with\n--python .",
"is_bot": false,
"headline": "fix(install): use pipx uninstall instead of manual rm -rf for stale venv",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:55:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5531c3ec5bad58cf449939631794104264bbcbaf",
"body": "… effect\n\npipx --force reuses the existing venv (does not recreate it), so passing\n--python has no effect on an already-existing venv. The stale venv from\nPython 3.10 persists and zrb 1.x (the last version supporting 3.10) gets\ninstalled instead of 2.x.\n\nDelete /venvs/zrb before calling pipx install so a fresh venv\nis created with the correct Python version from --python.",
"is_bot": false,
"headline": "fix(install): delete stale pipx venv before install so --python takes…",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:51:51Z",
"body_truncated": false,
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},
{
"oid": "1b38eff09bbe624bd34872168149ccfa1da8a9f6",
"body": "…python\n\nOn Windows, /home/gofrendi/zrbY_CMD may be 'py' (the Python launcher), which is\nnot a real Python interpreter and cannot be passed to pipx --python.\nResolve it via 'import sys; print(sys.executable)' at the end of\nEnsure-Python so the path is available for Pipx-Install-Zrb.",
"is_bot": false,
"headline": "fix(install): resolve 'py' launcher to actual Python path for pipx --…",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:47:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdd43107ef0095dfe6e85c6af814202a57f2e152",
"body": "…thon version\n\npipx uses its own default Python to create package venvs, which may be\nPython 3.10 even when the script detected Python 3.14. zrb 2.x requires\nPython 3.11+ — installing with Python 3.10 pulls the old 1.x series.\n\nExtract pipx_install_zrb() helper that passes --python \"$PY_CMD\" to\npipx install, ensuring the venv is created with the verified Python.\nUpgrade path falls back to this helper on failure.",
"is_bot": false,
"headline": "fix(install): pass --python to pipx to avoid installing with wrong Py…",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:46:29Z",
"body_truncated": false,
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},
{
"oid": "17860c0d000c96dc19e9bdc11de12789d406de7d",
"body": "PowerShell 5.1's 2> does not suppress native-command stderr when the\noutput is captured in a variable — the ErrorRecord bleeds through as an ugly\nerror message and (when =Stop was set) terminated the\nscript. The same issue persists with default Continue because the error is\nstill displayed to the us\n[…]\n Test-ZrbInPipx() helper that uses pipx list --json (which\noutputs nothing on stderr when no packages are installed) and parses the\nJSON for a 'zrb' venv entry. No stderr, no messages, no termination.",
"is_bot": false,
"headline": "fix(install): replace pipx list --short with pipx list --json in PS5.1",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:39:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "760db21f4643b825b1ad04dfa10f4394c2340f68",
"body": "In PowerShell 5.1, =Stop treats native command stderr\nas a terminating error. pipx writes progress and warnings ('nothing has been\ninstalled with pipx') to stderr, so the script would terminate at the first\npipx command (pipx list --short) before installing anything.\n\nRemoving it restores default Co\n[…]\nedirects\nproperly suppress expected stderr, and no cmdlet in the script critically\ndepends on Stop to catch failures (Set-Content/New-Item/Remove-Item all\nuse -Force or -ErrorAction SilentlyContinue).",
"is_bot": false,
"headline": "fix(install): remove =Stop from install.ps1",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:36:05Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "bf73c65419dfe802b628c0d5e86ad915accdd19a",
"body": "Three issues found by testing the real install.sh:\n\n1. Stale pipx venv dir blocks reinstall: a previous failed pipx install\n leaves ~/.local/pipx/venvs/zrb/ with no metadata. pipx list skips it,\n but pipx install refuses ('already seems to be installed'). Fix:\n always use --force on pipx insta\n[…]\n --user\n when set. Also skip adding ~/.local/bin to PATH (already in venv PATH).\n\n4. pipx inject abort: LSP server install is optional but had no error\n guard. Fix: || warn on failure (non-fatal).",
"is_bot": false,
"headline": "fix(install): handle stale pipx venv and virtualenv edge cases",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:31:55Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "303df1d89fc39000b3326f1e6af68aacdcc46e51",
"body": "PowerShell -match defaults to single-line mode where ^ matches only\nstart-of-string. pipx list --short outputs one package per line, so\nzrb may not be on the first line. (?m) enables multiline mode so ^\nmatches after each newline, matching the bash grep behavior.",
"is_bot": false,
"headline": "fix(install): use multiline regex for pipx list check in install.ps1",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:27:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be888083e572fd0b96e15b6e8e8854786c09262d",
"body": "…ebClient.DownloadString\n\n- WebClient.DownloadString on Windows PowerShell decodes UTF-8 as Windows-1252,\n corrupting multi-byte characters. Any corrupted character spanning a newline\n can eat the line break before '\"@', making here-string closers not at column 0.\n- Replace emoji (>, [OK], [!]), em dash (--), and box-drawing (ASCII art)\n- Already pure ASCII content cannot be mangled regardless of encoding mismatch",
"is_bot": false,
"headline": "Strip all non-ASCII from install.ps1 to fix encoding corruption via W…",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:25:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2fdf4e8800dafa987cf908a3544f72736bdb97ed",
"body": null,
"is_bot": false,
"headline": "Remove -q from pipx inject (not a pipx flag)",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:21:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "686111ed745663a8b489b16d367a889357073876",
"body": "- PIP_PRE=1 avoids pipx argparse issues with values starting with '--'\n- Simplify install.ps1 last line to avoid quoting issues on Windows PowerShell",
"is_bot": false,
"headline": "Use PIP_PRE env var instead of --pip-args for pipx compatibility",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:18:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a09261cd2cb72c86072995b888aa1db99ec99b55",
"body": null,
"is_bot": false,
"headline": "Update script",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T15:09:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e74911aa842461d693093109b681711cfd470572",
"body": null,
"is_bot": false,
"headline": "Add local-venv removal",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T14:59:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2bd5e53177e6f5e74e3aaa494f3c6c5fb1f51e71",
"body": null,
"is_bot": false,
"headline": "Upgrade installation script",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-07T14:35:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2008ce85ae46ce44b2ec84081d612673d636f92e",
"body": "Defer Pydantic AI import",
"is_bot": false,
"headline": "Merge pull request #422 from state-alchemists/fix/defer-pydantic-ai",
"author_name": "Go Frendi Gunawan",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-06T00:26:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45d113a3479823fdbcd2aed87d980de89362a350",
"body": null,
"is_bot": false,
"headline": "Update docs and changelog",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-06T00:23:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c4fbf3c4aa00916b17bf4567723bc8760d384ca5",
"body": null,
"is_bot": false,
"headline": "Defer pydantic AI import",
"author_name": "gofrendi",
"author_login": "goFrendiAsgard",
"committed_at": "2026-07-06T00:11:51Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 90,
"commits_last_year": 1558,
"latest_release_at": "2026-07-31T10:00:16Z",
"latest_release_tag": "2.51.0",
"releases_from_tags": true,
"days_since_last_push": 0,
"active_weeks_last_year": 52,
"days_since_latest_release": 0,
"mean_days_between_releases": 2.3
},
"community": {
"has_readme": true,
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},
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
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"signals": [],
"red_flag": false,
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"code": "abandonment_maintained",
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}
],
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{
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"name": "Community & Adoption",
"value": 38,
"weight": 0.17,
"metrics": [
{
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"note": null,
"notes": [],
"value": 20,
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"growth_factor_pct": 100,
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},
"components": [
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"points": 19.5,
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "1 forks",
"points": 0,
"status": "missed",
"details": [
{
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"params": {
"count": 1
}
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],
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{
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"points": 0,
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}
],
"max_points": 15
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]
},
{
"key": "community_health",
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"name": "Community health",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_readme": true,
"has_license": false,
"readme_badges": null,
"has_contributing": false,
"has_issue_template": true,
"has_code_of_conduct": false,
"readme_badge_services": [],
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},
"components": [
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"details": [],
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},
{
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"code": "license_absent",
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}
],
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},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
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"details": [],
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{
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}
]
},
{
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"notes": [
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"code": "excluded_no_data",
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}
},
{
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"params": {}
}
],
"value": 64,
"inputs": {
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"components": [
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"points": 51,
"status": "partial",
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"code": "downloads_monthly",
"params": {
"count": 6736,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
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"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
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}
],
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],
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},
{
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"name": "Sustainability & Governance",
"value": 59,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
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"contributors_sampled": 3,
"top_contributor_share": 0.999
},
"components": [
{
"key": "bus_factor",
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}
}
],
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{
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"status": "partial",
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"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
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{
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"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
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],
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{
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"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
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}
],
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"issue_closed_ratio": 0.875,
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"first_time_prs_merged_30d": null,
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},
"components": [
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"points": 36.8,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 88
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}
],
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},
{
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"points": 27.4,
"status": "partial",
"details": [
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}
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{
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"points": 0,
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{
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}
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{
"key": "openssf_scorecard_code_review",
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"points": 0,
"status": "missed",
"details": [],
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}
]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"owner_type": "Organization",
"is_verified": null,
"owner_login": "state-alchemists",
"public_repos": 14,
"account_age_days": 2679
},
"components": [
{
"key": "ownership_backing",
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"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
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"detail": null,
"points": 0,
"status": "missed",
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},
{
"key": "owner_reach",
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"detail": "20 followers of state-alchemists",
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"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
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"login": "state-alchemists"
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}
],
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},
{
"key": "track_record",
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"points": 20.6,
"status": "partial",
"details": [
{
"code": "public_repos",
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},
{
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]
},
{
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"note": null,
"notes": [],
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"inputs": {
"packages": [
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
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"components": [
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"detail": "1 package(s) on pypi",
"points": 25,
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}
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{
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"days": 0
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}
],
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{
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"points": 20,
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{
"code": "published_versions",
"params": {
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}
],
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{
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]
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],
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},
{
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"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
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"name": "Engineering practices",
"note": null,
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"inputs": {
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"details": [
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"code": "ci_workflows",
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{
"key": "tests_present",
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},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".flake8",
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{
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"points": 0,
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{
"key": "editorconfig",
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"detail": null,
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
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"note": null,
"notes": [],
"value": 90,
"inputs": {
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"has_wiki": false,
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"components": [
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{
"key": "documentation_directory",
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{
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{
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"points": 10,
"status": "met",
"details": [],
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{
"key": "topics",
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"detail": "4 topics",
"points": 10,
"status": "met",
"details": [
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}
],
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{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
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{
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"name": "Security",
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"weight": 0.16,
"metrics": [
{
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"name": "Security posture",
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"notes": [
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"components": [
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{
"code": "weights_renormalized",
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}
],
"value": 47,
"inputs": {
"source": "openssf_scorecard",
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"scorecard_version": "v5.5.0",
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"components": [
{
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"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
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},
{
"key": "ci_tests",
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{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_review",
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"points": 0,
"status": "missed",
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
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},
{
"key": "dangerous_workflow",
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"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 not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
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"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 207 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 207
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
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"advisories": 2,
"affected_packages": 1,
"assessed_packages": 207,
"unassessed_packages": 0,
"affected_by_severity": "critical 1",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
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"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 207,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
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"points": 100,
"status": "met",
"details": [
{
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"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
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"inputs": {
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"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
],
"commit_weight_rule": {
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"min_commit_share": 0.1
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},
"components": [
{
"key": "policy_exposure_multiplier",
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"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 62,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
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"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 63,
"inputs": {
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"legible_history_share": 0.33,
"agent_instruction_files": [
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"CLAUDE.md"
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"agent_instruction_max_bytes": 15979
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"components": [
{
"key": "agent_instructions",
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"detail": "AGENTS.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md, CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
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"points": 17.6,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
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"sampled": 100
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 54,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
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"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
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"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".flake8",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
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"detail": "pyrightconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "pyrightconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
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"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
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"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
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"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"largest_source_bytes": 3164970,
"source_files_sampled": 716,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (pyrightconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "pyrightconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/716 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 716,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
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],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
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"mcp-server",
"library"
],
"scores": {
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"mcp-server": 7,
"network-service": 8
},
"primary": "network-service",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "dependencies",
"label": "mcp-server",
"source": "dep:mcp",
"weight": 4
},
{
"tier": "dependencies",
"label": "network-service",
"source": "dep:fastapi",
"weight": 4
},
{
"tier": "dependencies",
"label": "network-service",
"source": "dep:starlette",
"weight": 4
},
{
"tier": "structure",
"label": "mcp-server",
"source": "mcp_signal",
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],
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"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"deps.dev does not index pypi:zrb@2.51.0; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-31T10:05:49.728696Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/state-alchemists/zrb.svg",
"full_name": "state-alchemists/zrb",
"license_state": "absent",
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}