公开记录中等
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 03:34 UTC
DataDog / datadog-agent-dev
Tool for developing on the Datadog Agent platform
DataDog/datadog-agent-dev 的健康指数为 100 分中的 66 分，处于「中等」区间。 其得分最高的类别是Vitality（89/100），最低的是Community & Adoption（48/100）。 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。
66
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。
66
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
89
开发活跃度
88优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 23.5/36 | 提交节奏 — 52 周中有 34 周有提交 |
| 18/18 | 提交量 — 最近一年 101 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 101 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 34 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 62 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 7 天前 |
| 27/27 | 发布节奏 — 约每 24.8 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 62 |
| latest_release_tag | v0.36.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 7 |
| mean_days_between_releases | 24.8 |
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？
48
流行度与采用
23危急
评分方式
| 13.7/60 | 星标 — 8 个星标 |
| 5.8/25 | 复刻 — 6 个复刻 |
| 3.9/15 | 关注者 — 6 位关注者 |
所用输入
| forks | 6 |
| stars | 8 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 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 | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
86优秀
评分方式
| 68.7/80 | 月度下载量 — pypi 合计每月 143,058 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 | dda |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 143,058 |
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？
62
维护者韧性（巴士系数）
38存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 5.9/22.5 | 提交分布 — 头号贡献者编写了 74% 的提交 |
| 13.5/13.5 | 贡献者广度 — 19 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 19 |
| top_contributor_share | 0.738 |
议题与 PR 响应能力
43存在风险
评分方式
| 0/46.8 | 议题解决 — 0% 的议题已关闭 |
| 33.8/38.3 | PR 接受 — 已裁定的 PR 中 249/282 已合并 |
| 9/15 | OpenSSF Scorecard：Code-Review — Found 17/28 approved changesets -- score normalized to 6 |
所用输入
| merged_prs | 249 |
| open_issues | 2 |
| closed_issues | 0 |
| issue_closed_ratio | 0 |
| closed_unmerged_prs | 33 |
所有权与托管责任
80良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — DataDog 有 3,222 位关注者 |
| 25/25 | 既往记录 — 1,194 个公开仓库，账户约 15 年 |
所用输入
| followers | 3,222 |
| owner_type | Organization |
| is_verified | — |
| owner_login | DataDog |
| public_repos | 1,194 |
| account_age_days | 5,814 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 7 天前 |
| 20/20 | 版本历史 — 57 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 | dda |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 7 |
工程质量
基础的工程与文档实践是否到位？
74
工程实践
64中等
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 — ruff.toml |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 1 out of 30 merged PRs checked by a CI test -- score normalized to 0 |
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 — http://datadoghq.dev/datadog-agent-dev/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 5 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | datadog, datadog-agent, cli, python, tooling |
| has_wiki | 否 |
| homepage | http://datadoghq.dev/datadog-agent-dev/ |
| 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？
52
安全态势
52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 |
| 0/2.5 | CI-Tests — 1 out of 30 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 17/28 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 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 — 26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 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 — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 97 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.2 |
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。
58
AI 代理上下文与指引
30存在风险
评分方式
| 18/45 | 代理指令 — tests/cli/validate/fixtures/ai_rules/out_of_sync/CLAUDE.md（占位文件） |
| 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 | tests/cli/validate/fixtures/ai_rules/out_of_sync/CLAUDE.md |
| agent_instruction_max_bytes | 12 |
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 — ruff.toml |
| 11/11 | 静态类型检查 — src/dda/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 9/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | src/dda/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（src/dda/py.typed） |
| 54.8/55 | 可控的文件大小 — 采样的 253 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 62,597 |
| source_files_sampled | 253 |
| oversized_source_files | 1 |
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 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
8GitHub 星标
19贡献者
101最近 12 个月提交数
0距最近推送天数
62发布版本数
1巴士系数（bus factor）
2开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 5.2 / 10
5.2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 |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 0 | CI-Tests | 1 out of 30 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 17/28 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 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 | 26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 97 existing vulnerabilities detected |
直接依赖 25
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | ada-url | ~=1.15.3 | pyproject.toml |
| PyPI | binary | ~=1.0.2 | pyproject.toml |
| PyPI | boto3 | ~=1.38.8 | pyproject.toml |
| PyPI | click | ~=8.1 | pyproject.toml |
| PyPI | datadog-api-client | ~=2.46 | pyproject.toml |
| PyPI | dep-sync | ~=0.1 | pyproject.toml |
| PyPI | filelock | ~=3.18 | pyproject.toml |
| PyPI | find-exe | ~=0.1 | pyproject.toml |
| PyPI | httpx | ~=0.28.1 | pyproject.toml |
| PyPI | hvac | ~=2.3.0 | pyproject.toml |
| PyPI | keyring | ~=25.6.0 | pyproject.toml |
| PyPI | msgspec | ~=0.18 | pyproject.toml |
| PyPI | msgspec-click | ~=0.2 | pyproject.toml |
| PyPI | packaging | — | pyproject.toml |
| PyPI | platformdirs | ~=4.3 | pyproject.toml |
| PyPI | psutil | ~=7.0 | pyproject.toml |
| PyPI | pyjson5 | ~=1.6.9 | pyproject.toml |
| PyPI | pywinpty | ~=3.0.3 | pyproject.toml |
| PyPI | rich | ~=14.0 | pyproject.toml |
| PyPI | rich-click | ~=1.8.9 | pyproject.toml |
| PyPI | tomlkit | ~=0.13 | pyproject.toml |
| PyPI | truststore | ~=0.10.1 | pyproject.toml |
| PyPI | typing-extensions | >=4.6.0 | pyproject.toml |
| PyPI | uv | ~=0.11.24 | pyproject.toml |
| PyPI | watchfiles | ~=1.1.1 | pyproject.toml |
全部依赖 202
来自 GitHub 依赖图的完整解析依赖集合：25 个直接依赖与 177 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 | ada-url | 1.15.3 | 直接 |
| PyPI | binary | 1.0.2 | 直接 |
| PyPI | boto3 | 1.38.8 | 直接 |
| PyPI | click | 8.1.8 | 直接 |
| PyPI | datadog-api-client | 2.46.0 | 直接 |
| PyPI | dep-sync | 0.1.0 | 直接 |
| PyPI | filelock | 3.18.0 | 直接 |
| PyPI | find-exe | 0.2.1 | 直接 |
| PyPI | httpx | 0.28.1 | 直接 |
| PyPI | hvac | 2.3.0 | 直接 |
| PyPI | keyring | 25.6.0 | 直接 |
| PyPI | msgspec | 0.19.0 | 直接 |
| PyPI | msgspec-click | 0.2.1 | 直接 |
| PyPI | packaging | 25.0 | 直接 |
| PyPI | platformdirs | 4.3.6 | 直接 |
| PyPI | psutil | 7.0.0 | 直接 |
| PyPI | pyjson5 | 1.6.9 | 直接 |
| PyPI | pywinpty | 3.0.3 | 直接 |
| PyPI | rich | 14.0.0 | 直接 |
| PyPI | rich-click | 1.8.9 | 直接 |
| PyPI | tomlkit | 0.13.2 | 直接 |
| PyPI | truststore | 0.10.1 | 直接 |
| PyPI | typing-extensions | 4.15.0 | 直接 |
| PyPI | uv | 0.11.24 | 直接 |
| PyPI | watchfiles | 1.1.1 | 直接 |
| PyPI | aiofiles | 24.1.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.12.15 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.9.0 | 间接 |
| PyPI | atlassian-python-api | 4.0.7 | 间接 |
| PyPI | attrs | 25.3.0 | 间接 |
| PyPI | azure-common | 1.1.28 | 间接 |
| PyPI | azure-core | 1.32.0 | 间接 |
| PyPI | azure-identity | 1.14.1 | 间接 |
| PyPI | azure-mgmt-core | 1.5.0 | 间接 |
| PyPI | azure-mgmt-resource | 23.0.1 | 间接 |
| PyPI | babel | 2.17.0 | 间接 |
| PyPI | beautifulsoup4 | 4.12.3 | 间接 |
| PyPI | blake3 | 1.0.8 | 间接 |
| PyPI | botocore | 1.38.8 | 间接 |
| PyPI | cachetools | 5.5.2 | 间接 |
| PyPI | certifi | 2025.1.31 | 间接 |
| PyPI | cffi | 1.17.1 | 间接 |
| PyPI | charset-normalizer | 3.4.1 | 间接 |
| PyPI | codeowners | 0.6.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | cryptography | 44.0.1 | 间接 |
| PyPI | csscompressor | 0.9.5 | 间接 |
| PyPI | debugpy | 1.8.2 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | deprecated | 1.2.18 | 间接 |
| PyPI | distlib | 0.3.9 | 间接 |
| PyPI | dmgbuild | 1.6.5 | 间接 |
| PyPI | dnspython | 2.7.0 | 间接 |
| PyPI | docker | 6.1.3 | 间接 |
| PyPI | docker-squash | 1.1.0 | 间接 |
| PyPI | dotslash | 0.5.8 | 间接 |
| PyPI | ds-store | 1.3.1 | 间接 |
| PyPI | dulwich | 0.21.6 | 间接 |
| PyPI | frozenlist | 1.7.0 | 间接 |
| PyPI | ghp-import | 2.1.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.44 | 间接 |
| PyPI | google-api-core | 2.24.2 | 间接 |
| PyPI | google-api-python-client | 2.160.0 | 间接 |
| PyPI | google-auth | 2.40.1 | 间接 |
| PyPI | google-auth-httplib2 | 0.2.0 | 间接 |
| PyPI | googleapis-common-protos | 1.70.0 | 间接 |
| PyPI | h11 | 0.14.0 | 间接 |
| PyPI | h2 | 4.2.0 | 间接 |
| PyPI | hatch | 1.13.0 | 间接 |
| PyPI | hatchling | 1.25.0 | 间接 |
| PyPI | hpack | 4.1.0 | 间接 |
| PyPI | htmlmin2 | 0.1.13 | 间接 |
| PyPI | httpcore | 1.0.7 | 间接 |
| PyPI | httplib2 | 0.22.0 | 间接 |
| PyPI | httpx-sse | 0.4.0 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | hyperlink | 21.0.0 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | invoke | 2.2.0 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.0.1 | 间接 |
| PyPI | jaraco-functools | 4.1.0 | 间接 |
| PyPI | jeepney | 0.8.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jira | 3.5.2 | 间接 |
| PyPI | jmespath | 1.0.1 | 间接 |
| PyPI | jsmin | 3.0.1 | 间接 |
| PyPI | levenshtein | 0.26.1 | 间接 |
| PyPI | linkchecker | 10.5.0 | 间接 |
| PyPI | lxml | 5.2.2 | 间接 |
| PyPI | mac-alias | 2.2.2 | 间接 |
| PyPI | markdown | 3.7 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markupsafe | 3.0.2 | 间接 |
| PyPI | mcp | 1.9.4 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mergedeep | 1.3.4 | 间接 |
| PyPI | mkdocs | 1.5.3 | 间接 |
| PyPI | mkdocs-git-revision-date-localized-plugin | 1.2.9 | 间接 |
| PyPI | mkdocs-glightbox | 0.3.7 | 间接 |
| PyPI | mkdocs-material | 9.5.18 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocs-minify-plugin | 0.7.2 | 间接 |
| PyPI | more-itertools | 10.6.0 | 间接 |
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原始 JSON 报告 机器可读
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{
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{
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{
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