公开记录
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-18 13:35 UTC

Unstructured-IO / unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

HTMLApache-2.0★ 15,156 星标⑂ 1,274 复刻始于 2022年9月在 GitHub 上查看 ↗

Unstructured-IO/unstructured 的健康指数为 100 分中的 87 分,处于「优秀」区间。 其得分最高的类别是Vitality(95/100),最低的是AI Readiness(56/100)。 最近一次更新在 2 天前。 近期的大部分工作由 7 位贡献者完成。

87
总分 / 100
优秀

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。

87
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

1,498 关注者45 个公开仓库始于 2022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标签
PyPIunstructured0.24.15,086,6952286 天前cvhtmlnlppdfxmlparsingpreprocessing

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?

95优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 2 天前
27/36提交节奏 — 52 周中有 39 周有提交
18/18提交量 — 最近一年 149 次提交
10/10OpenSSF Scorecard:Maintained — 22 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year149
human_commit_share
days_since_last_push2
active_weeks_last_year39

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 6 天前
27/27发布节奏 — 约每 7.5 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tag0.24.1
releases_from_tags
days_since_latest_release6
mean_days_between_releases7.5
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?

93优秀 · 占总体的 18%
评分方式
60/60星标 — 15,156 个星标
25/25复刻 — 1,274 个复刻
10.3/15关注者 — 73 位关注者
所用输入
forks1,274
stars15,156
watchers73
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
80/80月度下载量 — pypi 合计每月 5,086,695 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
packagesunstructured
dependents
ecosystemspypi
total_downloads
monthly_downloads5,086,695
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?

88优秀 · 占总体的 24%
评分方式
51.3/54巴士系数 — 7 位贡献者贡献了半数提交
19.2/22.5提交分布 — 头号贡献者编写了 15% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 9 contributing companies or organizations
所用输入
bus_factor7
contributors_sampled100
top_contributor_share0.146
评分方式
39.9/46.8议题解决 — 85% 的议题已关闭
29.8/38.3PR 接受 — 已裁定的 PR 中 2,286/2,936 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs2,286
open_issues185
closed_issues1,072
issue_closed_ratio0.853
closed_unmerged_prs650
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 — Unstructured-IO 有 1,498 位关注者
20.2/25既往记录 — 45 个公开仓库,账户约 4 年
所用输入
followers1,498
owner_typeOrganization
is_verified
owner_loginUnstructured-IO
public_repos45
account_age_days1,480
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 6 天前
20/20版本历史 — 228 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
packagesunstructured
ecosystemspypi
any_deprecated
min_days_since_publish6

工程质量

基础的工程与文档实践是否到位?

86优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 10 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://www.unstructured.io/
10/10仓库描述
10/10主题标签 — 20 个主题标签
10/10Wiki
所用输入
topicsdeep-learning, document-parsing, machine-learning, nlp, ocr, information-retrieval, data-pipelines, ml, preprocessing, pdf-to-text, natural-language-processing, pdf, pdf-to-json, document-image-analysis, donut, document-image-processing, document-parser, docx, langchain, llm
has_wiki
homepagehttps://www.unstructured.io/
has_readme
has_docs_dir
has_description

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?

69中等 · 占总体的 16%

安全态势

69中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — 无数据
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 9 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 22 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 63 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.9
已排除计分(无数据或不适用):cii_best_practices, 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。

56中等 · 占总体的 0%
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
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
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
11/11静态类型检查 — unstructured/py.typed
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
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configsunstructured/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。
评分方式
27/45可类型检查的代码 — HTML,已配置类型检查(unstructured/py.typed)
54.2/55可控的文件大小 — 采样的 293 个源文件中有 4 个超过 60KB
所用输入
primary_languageHTML
largest_source_bytes145,235
source_files_sampled293
oversized_source_files4

关键数据

15,156GitHub 星标
100贡献者
149最近 12 个月提交数
2距最近推送天数
100发布版本数
7巴士系数(bus factor)
185开放议题
PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 6.9 / 10
6.9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 · 2026-07-18 13:35 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
不适用CII-Best-Practicesinternal error: error during json parsing: error during json.Unmarshal: invalid character '<' looking for beginning of value
10Code-Reviewall changesets reviewed
10Contributorsproject has 9 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained22 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities63 existing vulnerabilities detected
直接依赖 24
注册表软件包版本约束清单文件
PyPIbeautifulsoup4>=4.14.3, <5.0.0pyproject.toml
PyPIcharset-normalizer>=3.4.4, <4.0.0pyproject.toml
PyPIemoji>=2.15.0, <3.0.0pyproject.toml
PyPIfiletype>=1.2.0, <2.0.0pyproject.toml
PyPIhtml5lib>=1.1, <2.0.0pyproject.toml
PyPIlangdetect>=1.0.9, <2.0.0pyproject.toml
PyPIlxml>=5.0.0, <7.0.0pyproject.toml
PyPInh3>=0.3.0, <1.0.0pyproject.toml
PyPIspacy>=3.7.0, <4.0.0pyproject.toml
PyPIinstaller>=0.7.0, <1.0.0pyproject.toml
PyPInumba>=0.60.0, <1.0.0pyproject.toml
PyPInumpy>=1.26.0, <3.0.0pyproject.toml
PyPIpsutil>=7.2.2, <8.0.0pyproject.toml
PyPIpython-iso639>=2026.1.31, <2027.0.0pyproject.toml
PyPIpython-magic>=0.4.27, <1.0.0pyproject.toml
PyPIpython-oxmsg>=0.0.2, <1.0.0pyproject.toml
PyPIrapidfuzz>=3.14.3, <4.0.0pyproject.toml
PyPIregex>=2024.0.0, <2027.0.0pyproject.toml
PyPIrequests>=2.32.5, <3.0.0pyproject.toml
PyPItqdm>=4.67.3, <5.0.0pyproject.toml
PyPItyping-extensions>=4.15.0, <5.0.0pyproject.toml
PyPIunstructured-client>=0.25.9, <1.0.0pyproject.toml
PyPIwrapt>=2.1.1, <3.0.0pyproject.toml
PyPIfilelock>=3.12.0,<4.0.0pyproject.toml
全部依赖 587

来自 GitHub 依赖图的完整解析依赖集合:39 个直接依赖与 548 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
PyPIbeautifulsoup44.12.2直接
PyPIbeautifulsoup44.14.3直接
PyPIcharset-normalizer3.3.2直接
PyPIcharset-normalizer3.4.7直接
PyPIemoji2.15.0直接
PyPIemoji2.9.0直接
PyPIfilelock3.13.1直接
PyPIfilelock3.25.2直接
PyPIfiletype1.2.0直接
PyPIhtml5lib1.1直接
PyPIinstaller0.7.0直接
PyPIlangdetect1.0.9直接
PyPIlxml5.1.0直接
PyPIlxml6.0.3直接
PyPInh30.3.4直接
PyPInumba0.65.0直接
PyPInumpy1.23.5直接
PyPInumpy2.4.4直接
PyPIpsutil5.9.7直接
PyPIpsutil7.2.2直接
PyPIpython-iso6392024.1.2直接
PyPIpython-iso6392026.1.31直接
PyPIpython-magic0.4.27直接
PyPIpython-oxmsg0.0.2直接
PyPIrapidfuzz3.14.5直接
PyPIrapidfuzz3.6.1直接
PyPIregex2023.12.25直接
PyPIregex2026.4.4直接
PyPIrequests2.31.0直接
PyPIrequests2.33.1直接
PyPIspacy3.8.14直接
PyPItqdm4.66.1直接
PyPItqdm4.67.3直接
PyPItyping-extensions4.15.0直接
PyPItyping-extensions4.9.0直接
PyPIunstructured-client0.15.2直接
PyPIunstructured-client0.43.2直接
PyPIwrapt1.14.1直接
PyPIwrapt2.1.2直接
PyPIaccelerate1.13.0间接
PyPIadlfs2026.2.0间接
PyPIaioboto37.0.0间接
PyPIaiobotocore3.4.0间接
PyPIaiodns4.0.0间接
PyPIaiofiles22.1.0间接
PyPIaiofiles25.1.0间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp3.13.5间接
PyPIaiohttp3.9.1间接
PyPIaioitertools0.13.0间接
PyPIaiolimiter1.2.1间接
PyPIaiosignal1.3.1间接
PyPIaiosignal1.4.0间接
PyPIaiosqlite0.19.0间接
PyPIalbucore0.0.24间接
PyPIalbumentations2.0.8间接
PyPIalembic1.9.4间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.13.0间接
PyPIanyio4.2.0间接
PyPIappnope0.1.3间接
PyPIargilla1.21.0间接
PyPIargon2-cffi23.1.0间接
PyPIargon2-cffi-bindings21.2.0间接
PyPIarro3-core0.8.0间接
PyPIarrow1.3.0间接
PyPIastrapy2.2.1间接
PyPIasttokens2.4.1间接
PyPIasttokens3.0.1间接
PyPIasync-lru2.0.4间接
PyPIasync-timeout4.0.3间接
PyPIatlassian-python-api4.0.7间接
PyPIattrs23.2.0间接
PyPIattrs26.1.0间接
PyPIaudioop-lts0.2.2间接
PyPIauthlib1.6.9间接
PyPIazure-common1.1.28间接
PyPIazure-core1.39.0间接
PyPIazure-datalake-store0.0.53间接
PyPIazure-identity1.25.3间接
PyPIazure-search-documents11.6.0间接
PyPIazure-storage-blob12.28.0间接
PyPIbabel2.14.0间接
PyPIbackoff1.11.1间接
PyPIbackoff2.2.1间接
PyPIbackports-tarfile1.2.0间接
PyPIbcrypt4.1.2间接
PyPIbcrypt5.0.0间接
PyPIbleach6.1.0间接
PyPIblis1.3.3间接
PyPIboto31.42.84间接
PyPIbotocore1.42.84间接
PyPIboxfs0.3.0间接
PyPIboxsdk3.14.0间接
PyPIbrotli1.1.0间接
PyPIbrotli-asgi1.2.0间接
PyPIbuild1.4.2间接
PyPIcachetools7.0.5间接
PyPIcatalogue2.0.10间接
PyPIcertifi2023.11.17间接
PyPIcertifi2026.2.25间接
PyPIcffi1.16.0间接
PyPIcffi2.0.0间接
PyPIcfgv3.5.0间接
PyPIchardet5.2.0间接
PyPIchromadb1.5.7间接
PyPIclick8.1.7间接
PyPIclick8.3.2间接
PyPIcloudpathlib0.23.0间接
PyPIcohere6.0.0间接
PyPIcolorama0.4.6间接
PyPIcomm0.2.1间接
PyPIconfection1.3.3间接
PyPIconfluent-kafka2.14.0间接
PyPIcontourpy1.3.3间接
PyPIcouchbase4.6.0间接
PyPIcoverage7.13.5间接
PyPIcryptography41.0.2间接
PyPIcryptography46.0.7间接
PyPIcuda-bindings12.9.4间接
PyPIcuda-pathfinder1.5.2间接
PyPIcycler0.12.1间接
PyPIcymem2.0.13间接
PyPIcython3.2.4间接
PyPIdatabricks-sdk0.102.0间接
PyPIdataclasses-json0.6.3间接
PyPIdatasets2.16.1间接
PyPIdebugpy1.8.0间接
PyPIdecorator5.1.1间接
PyPIdecorator5.2.1间接
PyPIdefusedxml0.7.1间接
PyPIdeltalake1.2.1间接
PyPIdeprecated1.2.14间接
PyPIdeprecated1.3.1间接
PyPIdeprecation2.1.0间接
PyPIdill0.3.7间接
PyPIdill0.4.1间接
PyPIdiscord-py2.7.1间接
PyPIdistlib0.4.0间接
PyPIdistro1.9.0间接
PyPIdnspython2.8.0间接
PyPIdocstring-parser0.17.0间接
PyPIdocutils0.22.4间接
PyPIdropbox12.0.2间接
PyPIdropboxdrivefs1.4.1间接
PyPIdurationpy0.10间接
PyPIecdsa0.18.0间接
PyPIelastic-transport8.11.0间接
PyPIelastic-transport8.17.1间接
PyPIelasticsearch8.19.3间接
PyPIelasticsearch88.7.0间接
PyPIet-xmlfile2.0.0间接
PyPIevents0.5间接
PyPIexceptiongroup1.2.0间接
PyPIexecnet2.1.2间接
PyPIexecuting2.0.1间接
PyPIexecuting2.2.1间接
PyPIfastapi0.108.0间接
PyPIfastavro1.12.1间接
PyPIfastjsonschema2.19.1间接
PyPIffmpeg-python0.2.0间接
PyPIfire0.7.1间接
PyPIflameprof间接
PyPIflatbuffers25.12.19间接
PyPIfonttools4.62.1间接
PyPIfqdn1.5.1间接
PyPIfreezegun1.5.5间接
PyPIfrozenlist1.4.1间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2023.10.0间接
PyPIfsspec2026.3.0间接
PyPIfuture1.0.0间接
PyPIgcsfs2026.3.0间接
PyPIgoogle-api-core2.30.2间接
PyPIgoogle-api-python-client2.194.0间接
PyPIgoogle-auth2.49.1间接
PyPIgoogle-auth-httplib20.3.1间接
PyPIgoogle-auth-oauthlib1.3.1间接
PyPIgoogle-cloud-aiplatform1.147.0间接
PyPIgoogle-cloud-bigquery3.41.0间接
PyPIgoogle-cloud-core2.5.1间接
PyPIgoogle-cloud-resource-manager1.17.0间接
PyPIgoogle-cloud-storage3.10.1间接
PyPIgoogle-cloud-storage-control1.11.0间接
PyPIgoogle-cloud-vision3.13.0间接
PyPIgoogle-crc32c1.8.0间接
PyPIgoogle-genai1.71.0间接
PyPIgoogle-resumable-media2.8.2间接
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原始 JSON 报告 机器可读
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          "commits": 93,
          "avatar_url": "https://avatars.githubusercontent.com/u/64741807?v=4"
        },
        {
          "type": "User",
          "login": "badGarnet",
          "commits": 90,
          "avatar_url": "https://avatars.githubusercontent.com/u/647930?u=ac33faa556a91c60ee8142af204b5aedb3806a0d&v=4"
        },
        {
          "type": "User",
          "login": "Coniferish",
          "commits": 73,
          "avatar_url": "https://avatars.githubusercontent.com/u/43506685?u=20e4be682f43988bd43b039a801856498e31c764&v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 70,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.146
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    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "build-opencv-wheels.yml",
        "ci.yml",
        "claude.yml",
        "codeflash.yml",
        "codeql-analysis.yml",
        "docker-publish.yml",
        "ingest-test-fixtures-update-pr.yml",
        "partition-benchmark.yaml",
        "release-version-alert.yml",
        "release.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
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      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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          {
            "name": "Branch-Protection",
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            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": null,
            "reason": "internal error: error during json parsing: error during json.Unmarshal: invalid character '<' looking for beginning of value",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 9 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
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            "reason": "22 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool is run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "63 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        "commit": "d309caf8ee20b735eb105d4e16ac3f04e5a48172",
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        "aggregate_score": 6.9,
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      "has_codeql_workflow": true,
      "has_security_policy": false,
      "has_dependabot_config": false
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  "config": {
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  "source": {
    "url": "https://github.com/Unstructured-IO/unstructured",
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  "metrics": {
    "overall": {
      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 87,
      "inputs": {
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        "vitality": 95,
        "community": 93,
        "governance": 88,
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      "components": []
    },
    "categories": [
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        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 95,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "active_weeks_last_year": 39
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 2 days ago",
                "points": 36,
                "status": "met",
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                ],
                "max_points": 36
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "39/52 weeks with commits",
                "points": 27,
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                      "weeks": 39
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                "max_points": 36
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                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "149 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "commits_last_year",
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                "max_points": 18
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                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "22 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
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                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "release_discipline",
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            "notes": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 100,
            "inputs": {
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              "days_since_latest_release": 6,
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            "components": [
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                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
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                    "code": "releases_published",
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                "max_points": 27
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                "key": "release_recency",
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                "max_points": 36
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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            "key": "abandonment",
            "band": "excellent",
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            "inputs": {
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                "points": 100,
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                "details": [
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                    "code": "abandonment_unverified",
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        ],
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      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
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              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
                "name": "Stars",
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                "points": 60,
                "status": "met",
                "details": [
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                    "code": "stars",
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                "max_points": 60
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              {
                "key": "forks",
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                "details": [
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                    "code": "forks",
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                      "count": 1274
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                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "73 watchers",
                "points": 10.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 73
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
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                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
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                "points": 0,
                "status": "missed",
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 100,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 5086695
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "5,086,695 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
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        "weight": 0.24,
        "metrics": [
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            "key": "maintainer_resilience",
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            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "bus_factor",
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                "status": "partial",
                "details": [
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                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
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                "points": 19.2,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 9 contributing companies or organizations",
                "points": 10,
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 2286,
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              "closed_issues": 1072,
              "issue_closed_ratio": 0.853,
              "closed_unmerged_prs": 650
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "85% of issues closed",
                "points": 39.9,
                "status": "partial",
                "details": [
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                    "code": "issues_closed_share",
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                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2286/2936 decided PRs merged",
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                "status": "partial",
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 1498,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Unstructured-IO",
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              "account_age_days": 1480
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,498 followers of Unstructured-IO",
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                "status": "partial",
                "details": [
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                    "code": "owner_followers",
                    "params": {
                      "count": 1498,
                      "login": "Unstructured-IO"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "45 public repos, account ~4 yr old",
                "points": 20.2,
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                "details": [
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                    "code": "public_repos",
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                  {
                    "code": "account_age_years",
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                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "unstructured"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 6
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 6
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "228 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 228
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "10 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
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              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
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              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
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                "deep-learning",
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                "machine-learning",
                "nlp",
                "ocr",
                "information-retrieval",
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                "preprocessing",
                "pdf-to-text",
                "natural-language-processing",
                "pdf",
                "pdf-to-json",
                "document-image-analysis",
                "donut",
                "document-image-processing",
                "document-parser",
                "docx",
                "langchain",
                "llm"
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              "has_wiki": true,
              "homepage": "https://www.unstructured.io/",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.unstructured.io/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
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                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 69,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
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            "note": "Excluded from scoring (no data or not applicable): CII-Best-Practices, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "cii_best_practices",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 69,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
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              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.9
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "internal error: error during json parsing: error during json.Unmarshal: invalid character '<' looking for beginning of value",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 9 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 not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "22 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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 run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "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": {}
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                "max_points": 100
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 56,
        "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"
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                "code": "weights_renormalized",
                "params": {}
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            "value": 1,
            "inputs": {
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              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
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            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
                    "params": {}
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
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                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "automated_maintenance"
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              {
                "code": "weights_renormalized",
                "params": {}
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            "value": 88,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 18
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                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
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                "key": "lint_format_config",
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                "detail": null,
                "points": 11,
                "status": "met",
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                "max_points": 11
              },
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                "key": "static_type_checking",
                "name": "Static type checking",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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              {
                "key": "reproducible_environment",
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                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                "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": 81,
            "inputs": {
              "primary_language": "HTML",
              "largest_source_bytes": 145235,
              "source_files_sampled": 293,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "HTML with type-check config (unstructured/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "unstructured/py.typed",
                      "language": "HTML"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/293 source files over 60KB",
                "points": 54.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 293,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": "2026-07-18T13:35:40.508839Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/Unstructured-IO/unstructured.svg",
  "full_name": "Unstructured-IO/unstructured",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.12.0—— 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.