公开记录
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 00:57 UTC

explosion / spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Python · MDX · CythonMIT★ 33,746 星标⑂ 4,692 复刻始于 2014年7月在 GitHub 上查看 ↗
#natural-language-processing#data-science#machine-learning#python#cython#nlp#artificial-intelligence#ai#spacy#nlp-library#neural-network#neural-networks#deep-learning#named-entity-recognition#entity-linking#text-classification#tokenization

explosion/spaCy 的健康指数为 100 分中的 69 分，处于「中等」区间。 其得分最高的类别是Community & Adoption（92/100），最低的是Security（39/100）。 最近一次更新在 58 天前。 近期的大部分工作由 2 位贡献者完成。

69
总分 / 100
中等

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。

69
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）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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

Explosion组织
1,497 关注者79 个公开仓库始于 2016年6月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

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
PyPIspacy3.8.1422,043,620212109 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？

55中等 · 占总体的 22%

开发活跃度

42存在风险
评分方式
18/36推送新近度 — 最近一次推送于 58 天前
6.9/36提交节奏 — 52 周中有 10 周有提交
16.5/18提交量 — 最近一年 67 次提交
1/10OpenSSF 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_year67
human_commit_share—
days_since_last_push58
active_weeks_last_year10

发布纪律

74良好
评分方式
27/27有发布版本 — 已发布 100 个发布版本
27/36发布时效 — 最近一次发布版本于 109 天前
19.8/27发布节奏 — 约每 52.5 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagrelease-v3.8.14
releases_from_tags否
days_since_latest_release109
mean_days_between_releases52.5

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？

92优秀 · 占总体的 18%

流行度与采用

100优秀
评分方式
60/60星标 — 33,746 个星标
25/25复刻 — 4,692 个复刻
15/15关注者 — 560 位关注者
所用输入
forks4,692
stars33,746
watchers560
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct否
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 22,043,620 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
packagesspacy
dependents—
ecosystemspypi
total_downloads—
monthly_downloads22,043,620
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？

78良好 · 占总体的 24%

维护者韧性（巴士系数）

64中等
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
14.9/22.5提交分布 — 头号贡献者编写了 34% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 32 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled100
top_contributor_share0.338

议题与 PR 响应能力

79良好
评分方式
45.3/46.8议题解决 — 97% 的议题已关闭
34/38.3PR 接受 — 已裁定的 PR 中 3,602/4,051 已合并
0/15OpenSSF Scorecard：Code-Review — Found 1/30 approved changesets -- score normalized to 0
所用输入
merged_prs3,602
open_issues174
closed_issues5,593
issue_closed_ratio0.97
closed_unmerged_prs449

所有权与托管责任

78良好
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
22.8/25所有者影响力 — explosion 有 1,497 位关注者
25/25既往记录 — 79 个公开仓库，账户约 10 年
所用输入
followers1,497
owner_typeOrganization
is_verified—
owner_loginexplosion
public_repos79
account_age_days3,680

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 109 天前
20/20版本历史 — 212 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
packagesspacy
ecosystemspypi
any_deprecated否
min_days_since_publish109

工程质量

基础的工程与文档实践是否到位？

76良好 · 占总体的 20%

工程实践

84良好
评分方式
24/24CI 工作流 — 8 个工作流
24/24存在测试
16/16Linter 配置 — .eslintrc, .eslintrc.json
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
10/20OpenSSF Scorecard：CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config是

文档

65中等
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://spacy.io
10/10仓库描述
10/10主题标签 — 17 个主题标签
0/10Wiki
所用输入
topicsnatural-language-processing, data-science, machine-learning, python, cython, nlp, artificial-intelligence, ai, spacy, nlp-library, neural-network, neural-networks, deep-learning, named-entity-recognition, entity-linking, text-classification, tokenization
has_wiki否
homepagehttps://spacy.io
has_readme是
has_docs_dir否
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？

39存在风险 · 占总体的 16%

安全态势

39存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
1.2/2.5CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 32 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
0.8/7.5Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 81 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.9
已排除计分（无数据或不适用）：branch_protection。 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。

55中等 · 占总体的 0%

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。

验证循环（构建 / 测试 / 类型检查）

91优秀
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .eslintrc, .eslintrc.json
11/11静态类型检查 — spacy/py.typed, website/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
3/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json
has_dockerfile是
typed_language否
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configsspacy/py.typed, website/tsconfig.json
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（spacy/py.typed, website/tsconfig.json）
54.7/55可控的文件大小 — 采样的 954 个源文件中有 5 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes360,608
source_files_sampled954
oversized_source_files5

机器可读接口

40存在风险
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal否
api_schema_files—

关键数据

33,746GitHub 星标
100贡献者
67最近 12 个月提交数
58距最近推送天数
100发布版本数
2巴士系数（bus factor）
174开放议题
npm, PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 3.9 / 10
3.9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）。Scorecard v5.5.0 · 2026-07-17 00:56 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal 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
5CI-Tests1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/30 approved changesets -- score normalized to 0
10Contributorsproject has 32 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
1Maintained2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities81 existing vulnerabilities detected
直接依赖 66
注册表软件包版本约束清单文件
PyPIspacy-legacy>=3.0.11,<3.1.0setup.cfg
PyPIspacy-loggers>=1.0.0,<2.0.0setup.cfg
PyPImurmurhash>=0.28.0,<1.1.0setup.cfg
PyPIcymem>=2.0.2,<2.1.0setup.cfg
PyPIpreshed>=3.0.2,<3.1.0setup.cfg
PyPIthinc>=8.3.12,<8.4.0setup.cfg
PyPIwasabi>=0.9.1,<1.2.0setup.cfg
PyPIsrsly>=2.5.3,<3.0.0setup.cfg
PyPIcatalogue>=2.0.6,<2.1.0setup.cfg
PyPIweasel>=1.0.0,<2.0.0setup.cfg
PyPIconfection>=1.3.2,<2.0.0setup.cfg
PyPItyper>=0.3.0,<1.0.0setup.cfg
PyPItqdm>=4.38.0,<5.0.0setup.cfg
PyPInumpy>=1.15.0setup.cfg
PyPInumpy>=1.19.0setup.cfg
PyPIrequests>=2.13.0,<3.0.0setup.cfg
PyPIpydantic>=2.0.0,<3.0.0setup.cfg
PyPIjinja2—setup.cfg
PyPIsetuptools—setup.cfg
PyPIpackaging>=20.0setup.cfg
npm@codemirror/lang-python^6.1.0website/package.json
npm@docsearch/react^3.3.0website/package.json
npm@jupyterlab/services^3.2.1website/package.json
npm@lezer/highlight^1.1.3website/package.json
npm@mapbox/rehype-prism^0.8.0website/package.json
npm@mdx-js/loader^2.1.5website/package.json
npm@mdx-js/react^2.1.5website/package.json
npm@next/mdx^13.0.2website/package.json
npm@rehooks/online-status^1.1.2website/package.json
npm@types/node18.11.9website/package.json
npm@types/react18.0.25website/package.json
npm@types/react-dom18.0.8website/package.json
npm@uiw/codemirror-themes^4.19.3website/package.json
npm@uiw/react-codemirror^4.19.3website/package.json
npmacorn^8.8.1website/package.json
npmbrowser-monads^1.0.0website/package.json
npmclassnames^2.3.2website/package.json
npmeslint8.27.0website/package.json
npmeslint-config-next13.0.2website/package.json
npmhtml-to-react^1.5.0website/package.json
npmjinja-to-js^3.2.3website/package.json
npmmd-attr-parser^1.3.0website/package.json
npmnext13.0.2website/package.json
npmnext-mdx-remote^4.2.0website/package.json
npmnext-plausible^3.6.5website/package.json
npmnext-pwa^5.6.0website/package.json
npmnext-sitemap^3.1.32website/package.json
npmnode-fetch^2.6.7website/package.json
npmparse-numeric-range^1.3.0website/package.json
npmprettier^2.7.1website/package.json
npmprismjs^1.29.0website/package.json
npmprop-types^15.8.1website/package.json
npmreact18.2.0website/package.json
npmreact-dom18.2.0website/package.json
npmreact-github-btn^1.4.0website/package.json
npmreact-inlinesvg^3.0.1website/package.json
npmreact-intersection-observer^9.4.0website/package.json
npmremark^14.0.2website/package.json
npmremark-gfm^3.0.1website/package.json
npmremark-react^9.0.1website/package.json
npmremark-smartypants^2.0.0website/package.json
npmremark-unwrap-images^3.0.1website/package.json
npmsass^1.56.1website/package.json
npmtypescript4.8.4website/package.json
npmunist-util-visit^4.1.1website/package.json
npmws^8.11.0website/package.json
全部依赖 1,071

来自 GitHub 依赖图的完整解析依赖集合：69 个直接依赖与 1,002 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
npm@codemirror/lang-python6.1.0直接
npm@docsearch/react3.3.0直接
npm@jupyterlab/services3.2.1直接
npm@lezer/highlight1.1.3直接
npm@mapbox/rehype-prism0.8.0直接
npm@mdx-js/loader2.1.5直接
npm@mdx-js/react2.1.5直接
npm@next/mdx13.0.2直接
npm@rehooks/online-status1.1.2直接
npm@types/node18.11.9直接
npm@types/react17.0.52直接
npm@types/react18.0.25直接
npm@types/react-dom18.0.8直接
npm@uiw/codemirror-themes4.19.3直接
npm@uiw/react-codemirror4.19.3直接
npmacorn8.8.1直接
npmbrowser-monads1.0.0直接
npmclassnames2.3.2直接
npmeslint8.27.0直接
npmeslint-config-next13.0.2直接
npmhtml-to-react1.5.0直接
npmjinja-to-js3.2.3直接
npmmd-attr-parser1.3.0直接
npmnext13.0.2直接
npmnext-mdx-remote4.2.0直接
npmnext-plausible3.6.5直接
npmnext-pwa5.6.0直接
npmnext-sitemap3.1.32直接
npmnode-fetch2.6.7直接
npmparse-numeric-range1.3.0直接
npmprettier2.7.1直接
npmprismjs1.27.0直接
npmprismjs1.29.0直接
npmprop-types15.8.1直接
npmreact18.2.0直接
npmreact-dom18.2.0直接
npmreact-github-btn1.4.0直接
npmreact-inlinesvg3.0.1直接
npmreact-intersection-observer9.4.1直接
npmremark14.0.2直接
npmremark-gfm3.0.1直接
npmremark-react9.0.1直接
npmremark-smartypants2.0.0直接
npmremark-unwrap-images3.0.1直接
npmsass1.56.1直接
npmtypescript4.8.4直接
npmunist-util-visit1.4.1直接
npmunist-util-visit2.0.3直接
npmunist-util-visit4.1.1直接
npmws8.11.0直接
PyPIcatalogue—直接
PyPIconfection—直接
PyPIcymem—直接
PyPIjinja2—直接
PyPImurmurhash—直接
PyPInumpy—直接
PyPIpackaging—直接
PyPIpreshed—直接
PyPIpydantic—直接
PyPIrequests—直接
PyPIsetuptools—直接
PyPIspacy-legacy—直接
PyPIspacy-loggers—直接
PyPIsrsly—直接
PyPIthinc—直接
PyPItqdm—直接
PyPItyper—直接
PyPIwasabi—直接
PyPIweasel—直接
npm@algolia/autocomplete-core1.7.2间接
npm@algolia/autocomplete-preset-algolia1.7.2间接
npm@algolia/autocomplete-shared1.7.2间接
npm@algolia/cache-browser-local-storage4.14.2间接
npm@algolia/cache-common4.14.2间接
npm@algolia/cache-in-memory4.14.2间接
npm@algolia/client-account4.14.2间接
npm@algolia/client-analytics4.14.2间接
npm@algolia/client-common4.14.2间接
npm@algolia/client-personalization4.14.2间接
npm@algolia/client-search4.14.2间接
npm@algolia/logger-common4.14.2间接
npm@algolia/logger-console4.14.2间接
npm@algolia/requester-browser-xhr4.14.2间接
npm@algolia/requester-common4.14.2间接
npm@algolia/requester-node-http4.14.2间接
npm@algolia/transporter4.14.2间接
npm@ampproject/remapping2.2.0间接
npm@apideck/better-ajv-errors0.3.6间接
npm@babel/code-frame7.18.6间接
npm@babel/compat-data7.20.5间接
npm@babel/core7.20.5间接
npm@babel/generator7.20.5间接
npm@babel/helper-annotate-as-pure7.18.6间接
npm@babel/helper-builder-binary-assignment-operator-visitor7.18.9间接
npm@babel/helper-compilation-targets7.20.0间接
npm@babel/helper-create-class-features-plugin7.20.5间接
npm@babel/helper-create-regexp-features-plugin7.20.5间接
npm@babel/helper-define-polyfill-provider0.3.3间接
npm@babel/helper-environment-visitor7.18.9间接
npm@babel/helper-explode-assignable-expression7.18.6间接
npm@babel/helper-function-name7.19.0间接
npm@babel/helper-hoist-variables7.18.6间接
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原始 JSON 报告 机器可读
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                "key": "openssf_scorecard_contributors",
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              },
              {
                "key": "dependency_update_tool",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              },
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                "key": "license",
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              },
              {
                "key": "maintained",
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}

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.11.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.