公开记录中等
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-21 00:15 UTC
misialq / ncbi-datasets-pyclient
misialq/ncbi-datasets-pyclient 的健康指数为 100 分中的 54 分，处于「中等」区间。 其得分最高的类别是Vitality（77/100），最低的是Security（15/100）。 最近一次更新在 9 天前。 近期的大部分工作由 1 位贡献者完成。
54
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。
54
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 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | ncbi-datasets-pyclient | 18.33.1 | - | 32 | 9 天前 | openapiopenapi-generatorncbi-datasets-api |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
77
开发活跃度
62中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 9 天前 |
| 14.5/36 | 提交节奏 — 52 周中有 21 周有提交 |
| 12.7/18 | 提交量 — 最近一年 25 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 无数据 |
所用输入
| commits_last_year | 25 |
| human_commit_share | — |
| days_since_last_push | 9 |
| active_weeks_last_year | 21 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 34 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 9 天前 |
| 27/27 | 发布节奏 — 约每 10.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 34 |
| latest_release_tag | v18.33.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 9 |
| mean_days_between_releases | 10.6 |
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？
24
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 2 个星标 |
| 0/25 | 复刻 — 0 个复刻 |
| 0/15 | 关注者 — 1 位关注者 |
所用输入
| forks | 0 |
| stars | 2 |
| watchers | 1 |
| 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（BSD-3-Clause） |
| 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 |
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？
65
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 |
| 5.2/22.5 | 提交分布 — 头号贡献者编写了 77% 的提交 |
| 2.7/13.5 | 贡献者广度 — 2 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — 无数据 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.767 |
议题与 PR 响应能力
100优秀
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 38.2/38.3 | PR 接受 — 已裁定的 PR 中 1/1 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — 无数据 |
所用输入
| merged_prs | 1 |
| open_issues | 0 |
| closed_issues | 1 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
所有权与托管责任
56中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 10.1/25 | 所有者影响力 — misialq 有 24 位关注者 |
| 24.9/25 | 既往记录 — 59 个公开仓库，账户约 9 年 |
所用输入
| followers | 24 |
| owner_type | User |
| is_verified | — |
| owner_login | misialq |
| public_repos | 59 |
| account_age_days | 3,592 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
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 9 天前 |
| 20/20 | 版本历史 — 32 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 | ncbi-datasets-pyclient |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 9 |
工程质量
基础的工程与文档实践是否到位？
74
工程实践
80良好
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 — tox.ini |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
文档
65中等
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 否 |
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？
15
安全态势
1危急
评分方式
| 0/30 | 安全策略（SECURITY.md） |
| 0/25 | Dependabot 配置 |
| 0/25 | 依赖锁定文件 — 已发布的类库——锁定文件属于应用层关注点，不作要求 |
| 0/20 | CodeQL 工作流 |
所用输入
| source | file_signals |
| lockfiles | — |
| manifests | pyproject.toml, requirements.txt, setup.cfg, setup.py |
| has_codeql_workflow | 否 |
| has_security_policy | 否 |
| has_dependabot_config | 否 |
已排除计分（无数据或不适用）：依赖锁定文件。 其余权重已重新归一化。
依赖安全公告
72良好
评分方式
| 14/35 | 直接依赖不含已知公告 — 1 个受影响：urllib3 2.6.3 (high 7.5) |
| 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 |
| 40/40 | 没有长期未处理的公告 — 没有公告公开超过 90 天 |
所用输入
| source | osv |
| advisories | 10 |
| affected_packages | 3 |
| assessed_packages | 38 |
| unassessed_packages | 10 |
| affected_by_severity | high 1, moderate 2 |
| direct_affected_packages | 1 |
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 38 个已解析依赖与 OSV 比对。 有 10 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 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？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。
44
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 — tox.ini |
| 11/11 | 静态类型检查 — ncbi/datasets/openapi/py.typed |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — 无数据 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | ncbi/datasets/openapi/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（ncbi/datasets/openapi/py.typed） |
| 54.6/55 | 可控的文件大小 — 采样的 732 个源文件中有 5 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 617,661 |
| source_files_sampled | 732 |
| oversized_source_files | 5 |
关键数据
2GitHub 星标
2贡献者
25最近 12 个月提交数
9距最近推送天数
34发布版本数
1巴士系数（bus factor）
0开放议题
PyPI软件包生态系统数
数据采集警告
- deps.dev does not index pypi:ncbi-datasets-pyclient@18.33.1; advisories assessed against the repository dependency graph instead
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks
更多细节
直接依赖 4
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | urllib3 | (>=2.1.0,<3.0.0) | pyproject.toml |
| PyPI | python-dateutil | (>=2.8.2) | pyproject.toml |
| PyPI | pydantic | (>=2.11) | pyproject.toml |
| PyPI | typing-extensions | (>=4.7.1) | pyproject.toml |
全部依赖 48
来自 GitHub 依赖图的完整解析依赖集合：8 个直接依赖与 40 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 | pydantic | — | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | python-dateutil | — | 直接 |
| PyPI | python-dateutil | 2.9.0.post0 | 直接 |
| PyPI | typing-extensions | — | 直接 |
| PyPI | typing-extensions | 4.16.0 | 直接 |
| PyPI | urllib3 | — | 直接 |
| PyPI | urllib3 | 2.6.3 | 直接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | ast-serialize | 0.6.0 | 间接 |
| PyPI | cachetools | 6.2.6 | 间接 |
| PyPI | chardet | 5.2.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coverage | 7.10.7 | 间接 |
| PyPI | distlib | 0.4.3 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | filelock | 3.19.1 | 间接 |
| PyPI | flake8 | — | 间接 |
| PyPI | flake8 | 7.3.0 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | librt | 0.13.0 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mypy | — | 间接 |
| PyPI | mypy | 1.19.1 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | platformdirs | 4.4.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pycodestyle | 2.14.0 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pyflakes | 3.4.0 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyproject-api | 1.9.1 | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest | 8.4.2 | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | python-discovery | 1.4.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tomli-w | 1.2.0 | 间接 |
| PyPI | tox | — | 间接 |
| PyPI | tox | 4.30.3 | 间接 |
| PyPI | types-python-dateutil | — | 间接 |
| PyPI | types-python-dateutil | 2.9.0.20260124 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | virtualenv | 21.6.1 | 间接 |
依赖安全公告 3
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 38 个包，其中也包含从不交付的开发与测试版本固定：3 个存在已知公告，1 个为直接依赖。 有 10 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| urllib3 | 2.6.3 | 直接 | 高 | 4 | 2.7.0 |
| filelock | 3.19.1 | 间接 | 中 | 4 | 3.20.3 |
| pytest | 8.4.2 | 间接 | 中 | 2 | 9.0.3 |
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": {
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"has_wiki": true,
"homepage": null,
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"Python": 4098027
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"pushed_at": "2026-07-11T08:44:54Z",
"created_at": "2025-03-24T16:46:35Z",
"owner_type": "User",
"updated_at": "2026-07-11T08:44:57Z",
"description": null,
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"latest_release_at": "2026-07-11T08:44:55Z",
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"days_since_last_push": 9,
"active_weeks_last_year": 21,
"days_since_latest_release": 9,
"mean_days_between_releases": 10.6
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"community": {
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"has_description": false,
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"health_percentage": 28,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
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"exists": true,
"license": null,
"keywords": [
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],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/ncbi-datasets-pyclient/",
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"repository_url": "https://github.com/misialq/ncbi-datasets-pyclient",
"versions_count": 32,
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"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2025-03-26T10:40:53.388653Z",
"latest_published_at": "2026-07-11T08:45:26.942335Z",
"latest_version_yanked": null,
"days_since_latest_publish": 9
}
]
},
"popularity": {
"forks": 0,
"stars": 2,
"watchers": 1,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"ncbi/datasets/openapi/py.typed"
],
"largest_source_bytes": 617661,
"source_files_sampled": 732,
"oversized_source_files": 5,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"requirements.txt",
"setup.cfg",
"setup.py"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "urllib3",
"direct": true,
"version": "2.6.3",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-mf9v-mfxr-j63j",
"GHSA-qccp-gfcp-xxvc",
"PYSEC-2026-141",
"PYSEC-2026-142"
],
"fixed_version": "2.7.0",
"advisory_count": 4,
"oldest_advisory_days": 70
},
{
"name": "filelock",
"direct": false,
"version": "3.19.1",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.3,
"advisory_ids": [
"GHSA-qmgc-5h2g-mvrw",
"GHSA-w853-jp5j-5j7f",
"PYSEC-2026-1374",
"PYSEC-2026-1375"
],
"fixed_version": "3.20.3",
"advisory_count": 4,
"oldest_advisory_days": 216
},
{
"name": "pytest",
"direct": false,
"version": "8.4.2",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.8,
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"inputs": {
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"notes": [
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"inputs": {
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"components": [
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],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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{
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"weight": 0,
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