公开记录中等
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-17 22:33 UTC
galacticdynamics / phasecurvefit
Construct Paths through Phase-Space Points
galacticdynamics/phasecurvefit 的健康指数为 100 分中的 68 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（92/100），最低的是Community & Adoption（45/100）。 最近一次更新在 4 天前。 近期的大部分工作由 1 位贡献者完成。
68
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。
68
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 | phasecurvefit | 0.3.1 | - | 4 | 4 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？
81
开发活跃度
68中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 4 天前 |
| 8.3/36 | 提交节奏 — 52 周中有 12 周有提交 |
| 14.2/18 | 提交量 — 最近一年 37 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 37 |
| human_commit_share | — |
| days_since_last_push | 4 |
| active_weeks_last_year | 12 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 5 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 4 天前 |
| 27/27 | 发布节奏 — 约每 35.8 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 5 |
| latest_release_tag | v0.3.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 4 |
| mean_days_between_releases | 35.8 |
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？
45
流行度与采用
10危急
评分方式
| 7.7/60 | 星标 — 4 个星标 |
| 2.5/25 | 复刻 — 3 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 3 |
| stars | 4 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 否 |
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？
57
维护者韧性（巴士系数）
27危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 7.9/22.5 | 提交分布 — 头号贡献者编写了 65% 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 | 0.649 |
议题与 PR 响应能力
65中等
评分方式
| 31.2/46.8 | 议题解决 — 67% 的议题已关闭 |
| 33.9/38.3 | PR 接受 — 已裁定的 PR 中 39/44 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/18 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 39 |
| open_issues | 1 |
| closed_issues | 2 |
| issue_closed_ratio | 0.667 |
| closed_unmerged_prs | 5 |
所有权与托管责任
56中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 11.1/25 | 所有者影响力 — GalacticDynamics 有 34 位关注者 |
| 14.7/25 | 既往记录 — 18 个公开仓库，账户约 2 年 |
所用输入
| followers | 34 |
| owner_type | Organization |
| is_verified | — |
| owner_login | GalacticDynamics |
| public_repos | 18 |
| account_age_days | 981 |
软件包维护
92优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 4 天前 |
| 12/20 | 版本历史 — 4 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 | phasecurvefit |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 4 |
工程质量
基础的工程与文档实践是否到位？
92
工程实践
94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 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 30 out of 30 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 | 是 |
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://phasecurvefit.readthedocs.io/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 7 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | jax, autoencoder, curve-fitting, high-performance, ml, nearest-neighbors, phase-space |
| has_wiki | 否 |
| homepage | https://phasecurvefit.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？
63
安全态势
63中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 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 0/18 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 |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
| 2/5 | SAST — SAST tool is not run on all commits -- score normalized to 4 |
| 2/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 21 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.3 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？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。
69
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — .github/copilot-instructions.md |
| 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 | .github/copilot-instructions.md |
| agent_instruction_max_bytes | 5,692 |
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
| 18/18 | 一条命令的引导启动 — docs/Makefile, noxfile.py |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 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 |
| 7/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | docs/Makefile, noxfile.py |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| 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
55中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 60 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 44,783 |
| source_files_sampled | 60 |
| oversized_source_files | 0 |
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
4GitHub 星标
3贡献者
37最近 12 个月提交数
4距最近推送天数
5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
更多细节
OpenSSF Scorecard 6.3 / 10
6.3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 |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 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 0/18 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 |
| 10 | License | license file detected |
| 10 | Maintained | 20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 7 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 7 |
| 4 | SAST | SAST tool is not run on all commits -- score normalized to 4 |
| 4 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 21 existing vulnerabilities detected |
直接依赖 11
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | equinox | >=0.13.5 | pyproject.toml |
| PyPI | jax | >=0.7.2 | pyproject.toml |
| PyPI | jaxmore | >=0.4.0 | pyproject.toml |
| PyPI | jax-tqdm | >=0.4.0 | pyproject.toml |
| PyPI | jaxtyping | >=0.3.5 | pyproject.toml |
| PyPI | optax | >=0.2.4 | pyproject.toml |
| PyPI | optional-dependencies | >=0.4.0 | pyproject.toml |
| PyPI | plum-dispatch | >=2.6.1 | pyproject.toml |
| PyPI | quax | >=0.2.1 | pyproject.toml |
| PyPI | scipy | >=1.11 | pyproject.toml |
| PyPI | zeroth | >=1.0.1 | pyproject.toml |
全部依赖 203
来自 GitHub 依赖图的完整解析依赖集合：11 个直接依赖与 192 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 | equinox | 0.13.5 | 直接 |
| PyPI | jax | 0.8.2 | 直接 |
| PyPI | jax-tqdm | 0.4.0 | 直接 |
| PyPI | jaxmore | 0.4.0 | 直接 |
| PyPI | jaxtyping | 0.3.11 | 直接 |
| PyPI | optax | 0.2.6 | 直接 |
| PyPI | optional-dependencies | 0.4.0 | 直接 |
| PyPI | plum-dispatch | 2.7.1 | 直接 |
| PyPI | quax | 0.2.1 | 直接 |
| PyPI | scipy | 1.17.0 | 直接 |
| PyPI | zeroth | 1.0.1 | 直接 |
| PyPI | absl-py | 2.3.1 | 间接 |
| PyPI | accessible-pygments | 0.0.5 | 间接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | anyio | 4.12.1 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | argcomplete | 3.6.3 | 间接 |
| PyPI | astroid | 4.0.3 | 间接 |
| PyPI | astropy | 7.2.0 | 间接 |
| PyPI | astropy-iers-data | 0.2026.1.12.0.42.13 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | attrs | 25.4.0 | 间接 |
| PyPI | babel | 2.17.0 | 间接 |
| PyPI | beartype | 0.21.0 | 间接 |
| PyPI | beautifulsoup4 | 4.14.3 | 间接 |
| PyPI | bleach | 6.4.0 | 间接 |
| PyPI | certifi | 2026.1.4 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.4.4 | 间接 |
| PyPI | chex | 0.1.91 | 间接 |
| PyPI | click | 8.3.1 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | colorlog | 6.10.1 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | commitizen | 4.11.3 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coordinax | 0.23.2 | 间接 |
| PyPI | coverage | 7.13.1 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | cz-conventional-gitmoji | 0.7.0 | 间接 |
| PyPI | dataclassish | 0.8.0 | 间接 |
| PyPI | debugpy | 1.8.19 | 间接 |
| PyPI | decli | 0.6.3 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | dependency-groups | 1.3.1 | 间接 |
| PyPI | deprecated | 1.3.1 | 间接 |
| PyPI | diffrax | 0.7.0 | 间接 |
| PyPI | diffraxtra | 1.5.2 | 间接 |
| PyPI | dill | 0.4.0 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | dm-tree | 0.1.9 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastjsonschema | 2.21.2 | 间接 |
| PyPI | filelock | 3.20.3 | 间接 |
| PyPI | fonttools | 4.61.1 | 间接 |
| PyPI | galax | 0.0.3.dev394+gd9f413a3e | 间接 |
| PyPI | gast | 0.7.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | humanize | 4.15.0 | 间接 |
| PyPI | hypothesis | 6.150.2 | 间接 |
| PyPI | identify | 2.6.16 | 间接 |
| PyPI | idna | 3.15 | 间接 |
| PyPI | imagesize | 1.4.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | interpax | 0.3.12 | 间接 |
| PyPI | ipykernel | 7.1.0 | 间接 |
| PyPI | ipython | 9.9.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | ipywidgets | 8.1.8 | 间接 |
| PyPI | is-annotated | 1.0.1 | 间接 |
| PyPI | isort | 7.0.0 | 间接 |
| PyPI | jaxkd | 0.1.2 | 间接 |
| PyPI | jaxlib | 0.8.2 | 间接 |
| PyPI | jedi | 0.19.2 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-client | 8.8.0 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | jupyterlab-pygments | 0.3.0 | 间接 |
| PyPI | jupyterlab-widgets | 3.0.16 | 间接 |
| PyPI | kiwisolver | 1.4.9 | 间接 |
| PyPI | latexcodec | 3.0.1 | 间接 |
| PyPI | lineax | 0.0.8 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib | 3.10.8 | 间接 |
| PyPI | matplotlib-inline | 0.2.1 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mdit-py-plugins | 0.5.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mistune | 3.2.1 | 间接 |
| PyPI | ml-dtypes | 0.5.4 | 间接 |
| PyPI | myst-parser | 4.0.1 | 间接 |
| PyPI | nbclient | 0.10.4 | 间接 |
| PyPI | nbconvert | 7.17.1 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nbsphinx | 0.9.8 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | nox | 2025.11.12 | 间接 |
| PyPI | nox-uv | 0.7.0 | 间接 |
| PyPI | numpy | 2.3.5 | 间接 |
| PyPI | oncequinox | 0.1.0 | 间接 |
| PyPI | opt-einsum | 3.4.0 | 间接 |
| PyPI | optimistix | 0.0.11 | 间接 |
| PyPI | optype | 0.15.0 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parso | 0.8.5 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | platformdirs | 4.5.1 | 间接 |
| PyPI | plotting-backends | 0.1.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 4.5.1 | 间接 |
| PyPI | prompt-toolkit | 3.0.51 | 间接 |
| PyPI | psutil | 7.2.1 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py-cpuinfo | 9.0.0 | 间接 |
| PyPI | pybtex | 0.25.1 | 间接 |
| PyPI | pybtex-docutils | 1.0.3 | 间接 |
| PyPI | pycparser | 2.23 | 间接 |
| PyPI | pydata-sphinx-theme | 0.15.4 | 间接 |
| PyPI | pyerfa | 2.0.1.5 | 间接 |
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原始 JSON 报告 机器可读
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{
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"status": "missed",
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{
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"status": "met",
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{
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{
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"code": "no_data",
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{
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{
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"status": "missed",
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],
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{
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"name": "AI Readiness",
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"weight": 0,
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]
},
{
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"value": 81,
"inputs": {
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"components": [
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"name": "One-command bootstrap",
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{
"key": "automated_tests",
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{
"key": "lint_format_config",
"name": "Lint / format config",
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