公开记录良好
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 00:58 UTC
Instagram / LibCST
A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree
Instagram/LibCST 的健康指数为 100 分中的 75 分，处于「良好」区间。 其得分最高的类别是Community & Adoption（88/100），最低的是AI Readiness（45/100）。 最近一次更新在 9 天前。 近期的大部分工作由 3 位贡献者完成。
75
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
75
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | libcst | 1.8.6 | 58,639,810 | 65 | 255 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？
63
开发活跃度
53中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 9 天前 |
| 9.7/36 | 提交节奏 — 52 周中有 14 周有提交 |
| 13.3/18 | 提交量 — 最近一年 29 次提交 |
| 1/10 | OpenSSF Scorecard：Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
所用输入
| commits_last_year | 29 |
| human_commit_share | — |
| days_since_last_push | 9 |
| active_weeks_last_year | 14 |
发布纪律
78良好
评分方式
| 27/27 | 有发布版本 — 已发布 48 个发布版本 |
| 16.2/36 | 发布时效 — 最近一次发布版本于 255 天前 |
| 27/27 | 发布节奏 — 约每 43.3 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 48 |
| latest_release_tag | v1.8.6 |
| releases_from_tags | 否 |
| days_since_latest_release | 255 |
| mean_days_between_releases | 43.3 |
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？
88
流行度与采用
82良好
评分方式
| 53.3/60 | 星标 — 1,925 个星标 |
| 19.6/25 | 复刻 — 228 个复刻 |
| 8.8/15 | 关注者 — 40 位关注者 |
所用输入
| forks | 228 |
| stars | 1,925 |
| watchers | 40 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
86优秀
评分方式
| 22.5/22.5 | README |
| 16.9/22.5 | 许可证 — 存在许可证文件，但不是可识别的许可证 |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 58,639,810 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 | libcst |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 58,639,810 |
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？
77
维护者韧性（巴士系数）
77良好
评分方式
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 17.1/22.5 | 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 — 97 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 26 contributing companies or organizations |
所用输入
| bus_factor | 3 |
| contributors_sampled | 97 |
| top_contributor_share | 0.238 |
议题与 PR 响应能力
69中等
评分方式
| 30.3/46.8 | 议题解决 — 65% 的议题已关闭 |
| 31/38.3 | PR 接受 — 已裁定的 PR 中 825/1,018 已合并 |
| 7.5/15 | OpenSSF Scorecard：Code-Review — Found 13/22 approved changesets -- score normalized to 5 |
所用输入
| merged_prs | 825 |
| open_issues | 130 |
| closed_issues | 240 |
| issue_closed_ratio | 0.649 |
| closed_unmerged_prs | 193 |
所有权与托管责任
74良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 21.6/25 | 所有者影响力 — Instagram 有 1,015 位关注者 |
| 22.5/25 | 既往记录 — 27 个公开仓库，账户约 15 年 |
所用输入
| followers | 1,015 |
| owner_type | Organization |
| is_verified | — |
| owner_login | |
| public_repos | 27 |
| account_age_days | 5,671 |
软件包维护
91优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 26/35 | 发布时效 — 最近一次发布于 255 天前 |
| 20/20 | 版本历史 — 65 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 | libcst |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 255 |
工程质量
基础的工程与文档实践是否到位？
85
工程实践
88优秀
评分方式
| 24/24 | CI 工作流 — 4 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .flake8 |
| 0/9.6 | Pre-commit 钩子 |
| 6.4/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
文档
80良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://libcst.readthedocs.io/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 否 |
| homepage | https://libcst.readthedocs.io/ |
| 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？
62
安全态势
62中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.2/2.5 | CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 13/22 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 26 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is fuzzed |
| 2.2/2.5 | 许可证 — license file detected |
| 0.8/7.5 | Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 4.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 9 |
| 4.5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 63 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.2 |
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。
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。
45
AI 代理上下文与指引
1危急
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） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
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 — libcst/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 5/8 | 自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到 |
| 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 | Cargo.lock, uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | libcst/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。
面向模型的代码可读性
80良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（libcst/py.typed） |
| 53.4/55 | 可控的文件大小 — 采样的 374 个源文件中有 11 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 586,792 |
| source_files_sampled | 374 |
| oversized_source_files | 11 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
1,925GitHub 星标
97贡献者
29最近 12 个月提交数
9距最近推送天数
48发布版本数
3巴士系数（bus factor）
130开放议题
crates.io, PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 6.2 / 10
6.2综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 9 | CI-Tests | 28 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 13/22 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 26 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is fuzzed |
| 9 | License | license file detected |
| 1 | Maintained | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 9 | SAST | SAST tool is not run on all commits -- score normalized to 9 |
| 9 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 63 existing vulnerabilities detected |
直接依赖 4
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | pyyaml | >=5.2 | pyproject.toml |
| PyPI | pyyaml-ft | >=8.0.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0.3 | pyproject.toml |
| PyPI | typing-extensions | — | pyproject.toml |
全部依赖 113
来自 GitHub 依赖图的完整解析依赖集合：3 个直接依赖与 110 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 | pyyaml | — | 直接 |
| PyPI | pyyaml-ft | — | 直接 |
| PyPI | typing-extensions | — | 直接 |
| crates.io | aho-corasick | 1.0.4 | 间接 |
| crates.io | anes | 0.1.6 | 间接 |
| crates.io | annotate-snippets | — | 间接 |
| crates.io | annotate-snippets | 0.11.5 | 间接 |
| crates.io | anstyle | 1.0.10 | 间接 |
| crates.io | autocfg | 1.1.0 | 间接 |
| crates.io | bumpalo | 3.12.0 | 间接 |
| crates.io | cast | 0.3.0 | 间接 |
| crates.io | cfg-if | 1.0.0 | 间接 |
| crates.io | ciborium | 0.2.0 | 间接 |
| crates.io | ciborium-io | 0.2.0 | 间接 |
| crates.io | ciborium-ll | 0.2.0 | 间接 |
| crates.io | clap | 4.5.38 | 间接 |
| crates.io | clap_builder | 4.5.38 | 间接 |
| crates.io | clap_lex | 0.7.4 | 间接 |
| crates.io | criterion | — | 间接 |
| crates.io | criterion | 0.6.0 | 间接 |
| crates.io | criterion-plot | 0.5.0 | 间接 |
| crates.io | crossbeam-deque | 0.8.1 | 间接 |
| crates.io | crossbeam-epoch | 0.9.9 | 间接 |
| crates.io | crossbeam-utils | 0.8.10 | 间接 |
| crates.io | difference | — | 间接 |
| crates.io | difference | 2.0.0 | 间接 |
| crates.io | either | 1.6.1 | 间接 |
| crates.io | equivalent | 1.0.1 | 间接 |
| crates.io | glob | 0.3.0 | 间接 |
| crates.io | half | 1.8.2 | 间接 |
| crates.io | hashbrown | 0.14.5 | 间接 |
| crates.io | heck | 0.5.0 | 间接 |
| crates.io | indexmap | 2.4.0 | 间接 |
| crates.io | indoc | 2.0.4 | 间接 |
| crates.io | itertools | — | 间接 |
| crates.io | itertools | 0.10.5 | 间接 |
| crates.io | itertools | 0.13.0 | 间接 |
| crates.io | itertools | 0.14.0 | 间接 |
| crates.io | itoa | 1.0.2 | 间接 |
| crates.io | js-sys | 0.3.77 | 间接 |
| crates.io | libc | 0.2.149 | 间接 |
| crates.io | libcst_derive | — | 间接 |
| crates.io | log | 0.4.17 | 间接 |
| crates.io | memchr | — | 间接 |
| crates.io | memchr | 2.7.4 | 间接 |
| crates.io | memoffset | 0.6.5 | 间接 |
| crates.io | memoffset | 0.9.0 | 间接 |
| crates.io | num-traits | 0.2.15 | 间接 |
| crates.io | once_cell | 1.21.3 | 间接 |
| crates.io | oorandom | 11.1.3 | 间接 |
| crates.io | paste | — | 间接 |
| crates.io | paste | 1.0.15 | 间接 |
| crates.io | peg | — | 间接 |
| crates.io | peg | 0.8.5 | 间接 |
| crates.io | peg-macros | 0.8.5 | 间接 |
| crates.io | peg-runtime | 0.8.5 | 间接 |
| crates.io | plotters | 0.3.7 | 间接 |
| crates.io | plotters-backend | 0.3.7 | 间接 |
| crates.io | plotters-svg | 0.3.7 | 间接 |
| crates.io | portable-atomic | 1.4.3 | 间接 |
| crates.io | proc-macro2 | 1.0.95 | 间接 |
| crates.io | pyo3 | — | 间接 |
| crates.io | pyo3 | 0.26.0 | 间接 |
| crates.io | pyo3-build-config | 0.26.0 | 间接 |
| crates.io | pyo3-ffi | 0.26.0 | 间接 |
| crates.io | pyo3-macros | 0.26.0 | 间接 |
| crates.io | pyo3-macros-backend | 0.26.0 | 间接 |
| crates.io | quote | — | 间接 |
| crates.io | quote | 1.0.40 | 间接 |
| crates.io | rayon | — | 间接 |
| crates.io | rayon | 1.11.0 | 间接 |
| crates.io | rayon-core | 1.13.0 | 间接 |
| crates.io | regex | — | 间接 |
| crates.io | regex | 1.11.2 | 间接 |
| crates.io | regex-automata | 0.4.9 | 间接 |
| crates.io | regex-syntax | 0.8.5 | 间接 |
| crates.io | rustversion | 1.0.21 | 间接 |
| crates.io | ryu | 1.0.10 | 间接 |
| crates.io | same-file | 1.0.6 | 间接 |
| crates.io | scopeguard | 1.1.0 | 间接 |
| crates.io | serde | 1.0.208 | 间接 |
| crates.io | serde_derive | 1.0.208 | 间接 |
| crates.io | serde_json | 1.0.125 | 间接 |
| crates.io | serde_spanned | 0.6.7 | 间接 |
| crates.io | syn | — | 间接 |
| crates.io | syn | 2.0.101 | 间接 |
| crates.io | target-lexicon | 0.13.2 | 间接 |
| crates.io | target-triple | 0.1.4 | 间接 |
| crates.io | termcolor | 1.1.3 | 间接 |
| crates.io | thiserror | — | 间接 |
| crates.io | thiserror | 2.0.12 | 间接 |
| crates.io | thiserror-impl | 2.0.12 | 间接 |
| crates.io | tinytemplate | 1.2.1 | 间接 |
| crates.io | toml | 0.8.19 | 间接 |
| crates.io | toml_datetime | 0.6.8 | 间接 |
| crates.io | toml_edit | 0.22.20 | 间接 |
| crates.io | trybuild | — | 间接 |
| crates.io | trybuild | 1.0.105 | 间接 |
| crates.io | unicode-ident | 1.0.18 | 间接 |
| crates.io | unicode-width | 0.2.0 | 间接 |
| crates.io | unindent | 0.2.3 | 间接 |
| crates.io | walkdir | 2.3.2 | 间接 |
| crates.io | wasm-bindgen | 0.2.100 | 间接 |
| crates.io | wasm-bindgen-backend | 0.2.100 | 间接 |
| crates.io | wasm-bindgen-macro | 0.2.100 | 间接 |
| crates.io | wasm-bindgen-macro-support | 0.2.100 | 间接 |
| crates.io | wasm-bindgen-shared | 0.2.100 | 间接 |
| crates.io | web-sys | 0.3.77 | 间接 |
| crates.io | winapi | 0.3.9 | 间接 |
| crates.io | winapi-i686-pc-windows-gnu | 0.4.0 | 间接 |
| crates.io | winapi-util | 0.1.5 | 间接 |
| crates.io | winapi-x86_64-pc-windows-gnu | 0.4.0 | 间接 |
| crates.io | winnow | 0.6.18 | 间接 |
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 4536,
"has_wiki": false,
"homepage": "https://libcst.readthedocs.io/",
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{
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 62,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 62,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6.2
},
"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": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"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 13/22 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 26 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 fuzzed",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 9",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 4.5,
"status": "partial",
"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": "63 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 9
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"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",
"band": "at_risk",
"name": "AI Readiness",
"value": 45,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 66,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Cargo.lock",
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"libcst/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": ".flake8",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "libcst/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "libcst/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 586792,
"source_files_sampled": 374,
"oversized_source_files": 11
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (libcst/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "libcst/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "11/374 source files over 60KB",
"points": 53.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 374,
"oversized": 11
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"max_points": 40
}
]
}
],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-17T00:58:21.969649Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/Instagram/LibCST.svg",
"full_name": "Instagram/LibCST",
"license_state": "custom",
"license_spdx": null
}