公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 07:49 UTC

HugoBlox / academic-file-converter

📚 Import Bibtex publications and Jupyter Notebook blog posts into your Markdown website or book. 将Bibtex转换为Markdown网站

Python · Jupyter NotebookMIT★ 419 星标⑂ 106 复刻始于 2018年10月在 GitHub 上查看 ↗

HugoBlox/academic-file-converter 的健康指数为 100 分中的 45 分,处于「存在风险」区间。 其得分最高的类别是Engineering Quality(68/100),最低的是Vitality(41/100)。 最近一次更新在 1 天前。 近期的大部分工作由 1 位贡献者完成。

45
总分 / 100
存在风险

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。

45
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。

Abandonment Policy applies a 85% multiplier to weighted overall health.

所有权

HugoBlox组织
232 关注者20 个公开仓库始于 2023年10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
PyPIacademic指向其他仓库——不计分0.11.2-29969 天前researchjupyterbibtexmarkdownlatexpublicationreferenceacademicconverter

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?

41存在风险 · 占总体的 22%

开发活跃度

39存在风险
评分方式
36/36推送新近度 — 最近一次推送于 1 天前
0.7/36提交节奏 — 52 周中有 1 周有提交
2.7/18提交量 — 最近一年 1 次提交
0/10OpenSSF Scorecard:Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
所用输入
commits_last_year1
human_commit_share0.97
days_since_last_push1
active_weeks_last_year1

发布纪律

44存在风险
评分方式
27/27有发布版本 — 已发布 22 个发布版本
0/36发布时效 — 最近一次发布版本于 962 天前
12.6/27发布节奏 — 约每 166.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count22
latest_release_tagv0.11.2
releases_from_tags
days_since_latest_release962
mean_days_between_releases166.1
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?

58中等 · 占总体的 18%
评分方式
42.5/60星标 — 419 个星标
16.8/25复刻 — 106 个复刻
5.3/15关注者 — 10 位关注者
所用输入
forks106
stars419
watchers10
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
0/18CONTRIBUTING 指南
0/13.5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

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?

50中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
3.5/22.5提交分布 — 头号贡献者编写了 84% 的提交
13.5/13.5贡献者广度 — 17 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor1
contributors_sampled17
top_contributor_share0.844
评分方式
45.4/46.8议题解决 — 97% 的议题已关闭
10.4/38.3PR 接受 — 已裁定的 PR 中 28/103 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/29 approved changesets -- score normalized to 0
所用输入
merged_prs28
open_issues2
closed_issues68
issue_closed_ratio0.971
closed_unmerged_prs75
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
17/25所有者影响力 — HugoBlox 有 232 位关注者
15.1/25既往记录 — 20 个公开仓库,账户约 2 年
所用输入
followers232
owner_typeOrganization
is_verified
owner_loginHugoBlox
public_repos20
account_age_days996

工程质量

基础的工程与文档实践是否到位?

68中等 · 占总体的 20%

工程实践

70良好
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
16/16Linter 配置 — .flake8
0/9.6Pre-commit 钩子
0/6.4.editorconfig
6/20OpenSSF Scorecard:CI-Tests — 1 out of 3 merged PRs checked by a CI test -- score normalized to 3
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

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://docs.hugoblox.com/reference/content-types/#automatically-import-publications-from-bibtex
10/10仓库描述
10/10主题标签 — 19 个主题标签
0/10Wiki
所用输入
topicsacademic, hugo, cli, bibtex, gatsby, nextjs, jekyll, biblatex, latex, markdown, markdown-converter, static-site-generator, wowchemy, astrojs, hugo-theme, bibliography, citations, csl-json, reference-manager
has_wiki
homepagehttps://docs.hugoblox.com/reference/content-types/#automatically-import-publications-from-bibtex
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?

50中等 · 占总体的 16%

安全态势

37存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0.8/2.5CI-Tests — 1 out of 3 merged PRs checked by a CI test -- score normalized to 3
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/29 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
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
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3.5/5SAST — SAST tool detected but not run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 81 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.7
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages34
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:academic@0.11.2 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 34 个软件包。 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。

54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)
40/40可读的提交历史 — 97 次人类提交中有 88 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.907
agent_instruction_files
agent_instruction_max_bytes
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 — .flake8
0/11静态类型检查
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
8/8自动化维护 — 最近 100 次提交中有 3 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespoetry.lock
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.03
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
55/55可控的文件大小 — 采样的 9 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes9,084
source_files_sampled9
oversized_source_files0

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 — notebooks
所用输入
example_dirsnotebooks
has_mcp_signal
api_schema_files

关键数据

419GitHub 星标
17贡献者
1最近 12 个月提交数
1距最近推送天数
22发布版本数
1巴士系数(bus factor)
2开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'academic' points at a different repository (https://github.com/GetRD/academic-file-converter); excluded from ecosystem scoring

更多细节

Star 与 Fork 历史 0 ★ / 106 ⇿
0Star
106Fork
21发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

02040608010012010532018-102022-072026-03
主版本 0次版本 7修订 14

每个点涵盖 7 天。

OpenSSF Scorecard 3.7 / 10
3.7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 · 2026-07-23 07:48 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
3CI-Tests1 out of 3 merged PRs checked by a CI test -- score normalized to 3
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/29 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool detected but not run on all commits
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities81 existing vulnerabilities detected
直接依赖 4
注册表软件包版本约束清单文件
PyPIbibtexparser~1.4pyproject.toml
PyPIruamel.yaml~0.17pyproject.toml
PyPInbconvert^7.10.0pyproject.toml
PyPIpyyaml^6.0.1pyproject.toml
全部依赖 117

来自 GitHub 依赖图的完整解析依赖集合:4 个直接依赖与 113 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
PyPIbibtexparser1.4.1直接
PyPInbconvert7.10.0直接
PyPIpyyaml6.0.1直接
PyPIruamel-yaml0.17.40直接
PyPIanyio4.0.0间接
PyPIappnope0.1.3间接
PyPIargon2-cffi23.1.0间接
PyPIargon2-cffi-bindings21.2.0间接
PyPIarrow1.3.0间接
PyPIasttokens2.4.1间接
PyPIasync-lru2.0.4间接
PyPIattrs23.1.0间接
PyPIbabel2.13.1间接
PyPIbeautifulsoup44.12.2间接
PyPIblack23.10.1间接
PyPIbleach6.1.0间接
PyPIcertifi2023.7.22间接
PyPIcffi1.16.0间接
PyPIcharset-normalizer3.3.2间接
PyPIclick8.1.7间接
PyPIcolorama0.4.6间接
PyPIcomm0.1.4间接
PyPIdebugpy1.8.0间接
PyPIdecorator5.1.1间接
PyPIdefusedxml0.7.1间接
PyPIexecuting2.0.1间接
PyPIfastjsonschema2.18.1间接
PyPIflake86.1.0间接
PyPIfqdn1.4.0间接
PyPIidna3.4间接
PyPIiniconfig2.0.0间接
PyPIipykernel6.26.0间接
PyPIipython8.17.2间接
PyPIipython-genutils0.2.0间接
PyPIipywidgets8.1.1间接
PyPIisoduration20.11.0间接
PyPIisort5.12.0间接
PyPIjedi0.19.1间接
PyPIjinja23.1.2间接
PyPIjson50.9.14间接
PyPIjsonpointer2.4间接
PyPIjsonschema4.19.2间接
PyPIjsonschema-specifications2023.7.1间接
PyPIjupyter1.0.0间接
PyPIjupyter-client8.5.0间接
PyPIjupyter-console6.6.3间接
PyPIjupyter-core5.5.0间接
PyPIjupyter-events0.8.0间接
PyPIjupyter-lsp2.2.0间接
PyPIjupyter-server2.9.1间接
PyPIjupyter-server-terminals0.4.4间接
PyPIjupyterlab4.0.8间接
PyPIjupyterlab-pygments0.2.2间接
PyPIjupyterlab-server2.25.0间接
PyPIjupyterlab-widgets3.0.9间接
PyPImarkupsafe2.1.3间接
PyPImatplotlib-inline0.1.6间接
PyPImccabe0.7.0间接
PyPImistune3.0.2间接
PyPImypy-extensions1.0.0间接
PyPInbclient0.8.0间接
PyPInbformat5.9.2间接
PyPInest-asyncio1.5.8间接
PyPInodeenv1.8.0间接
PyPInotebook7.0.6间接
PyPInotebook-shim0.2.3间接
PyPIoverrides7.4.0间接
PyPIpackaging23.2间接
PyPIpandocfilters1.5.0间接
PyPIparso0.8.3间接
PyPIpathspec0.11.2间接
PyPIpexpect4.8.0间接
PyPIplatformdirs3.11.0间接
PyPIpluggy1.3.0间接
PyPIprometheus-client0.18.0间接
PyPIprompt-toolkit3.0.39间接
PyPIpsutil5.9.6间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.2间接
PyPIpycodestyle2.11.1间接
PyPIpycparser2.21间接
PyPIpyflakes3.1.0间接
PyPIpygments2.16.1间接
PyPIpyparsing3.1.1间接
PyPIpyright1.1.334间接
PyPIpytest7.4.3间接
PyPIpython-dateutil2.8.2间接
PyPIpython-json-logger2.0.7间接
PyPIpywin32306间接
PyPIpywinpty2.0.12间接
PyPIpyzmq25.1.1间接
PyPIqtconsole5.4.4间接
PyPIqtpy2.4.1间接
PyPIreferencing0.30.2间接
PyPIrequests2.31.0间接
PyPIrfc3339-validator0.1.4间接
PyPIrfc3986-validator0.1.1间接
PyPIrpds-py0.12.0间接
PyPIruamel-yaml-clib0.2.8间接
PyPIsend2trash1.8.2间接
PyPIsetuptools68.2.2间接
PyPIsix1.16.0间接
PyPIsniffio1.3.0间接
PyPIsoupsieve2.5间接
PyPIstack-data0.6.3间接
PyPIterminado0.17.1间接
PyPItinycss21.2.1间接
PyPItornado6.3.3间接
PyPItraitlets5.13.0间接
PyPItypes-python-dateutil2.8.19.14间接
PyPIuri-template1.3.0间接
PyPIurllib32.6.3间接
PyPIwcwidth0.2.9间接
PyPIwebcolors1.13间接
PyPIwebencodings0.5.1间接
PyPIwebsocket-client1.6.4间接
PyPIwidgetsnbextension4.0.9间接
依赖安全公告 0

安装 pypi:academic@0.11.2 会引入 34 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

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": {
    "repo": {
      "topics": [
        "academic",
        "hugo",
        "cli",
        "bibtex",
        "gatsby",
        "nextjs",
        "jekyll",
        "biblatex",
        "latex",
        "markdown",
        "markdown-converter",
        "static-site-generator",
        "wowchemy",
        "astrojs",
        "hugo-theme",
        "bibliography",
        "citations",
        "csl-json",
        "reference-manager"
      ],
      "is_fork": false,
      "size_kb": 479,
      "has_wiki": false,
      "homepage": "https://docs.hugoblox.com/reference/content-types/#automatically-import-publications-from-bibtex",
      "languages": {
        "TeX": 1641,
        "Python": 26616,
        "Makefile": 218,
        "Jupyter Notebook": 18417
      },
      "pushed_at": "2026-07-22T04:47:59Z",
      "created_at": "2018-10-11T19:08:38Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T17:14:52Z",
      "description": "📚 Import Bibtex publications and Jupyter Notebook blog posts into your Markdown website or book. 将Bibtex转换为Markdown网站",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Jupyter Notebook"
      ]
    },
    "owner": {
      "blog": "https://hugoblox.com/templates/",
      "name": "HugoBlox",
      "type": "Organization",
      "login": "HugoBlox",
      "company": null,
      "location": "United Kingdom",
      "followers": 232,
      "avatar_url": "https://avatars.githubusercontent.com/u/149448361?v=4",
      "created_at": "2023-10-31T01:41:15Z",
      "is_verified": null,
      "public_repos": 20,
      "account_age_days": 996
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.11.2",
          "kind": "patch",
          "published_at": "2023-12-03T23:17:22Z"
        },
        {
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          "body": "Path().glob(\"docker-compose.yml\") returns a generator that is always a\r\ntrue value in if conditions (even if the list that it returns is emtpy).\r\nFix this by using `Path(\"docker-compose.yml\").exists()`.",
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          "headline": "fix: check for docker-compose (#71)",
          "author_name": "Alexander Richardson",
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          "headline": "Create FUNDING.yml",
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          "headline": "fix: self vars undeclared during FM init",
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          "body": "flake8 wasn't truly parsing it's config as TOML, read comment as part of the value",
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          "headline": "build: workaround flake8 bug",
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          "body": "…(#68)\n\n- Adding `docker-compose` support.\r\n- Leverage `hugo new [path] --kind publication` so changes to archetype\r\n  are reflected.\r\n- \"Implement\" (copied from personal repo) a Front-Matter parser to\r\n  enable greater code readability and proper YAML support.\r\n  - Add `ruamel.yaml` as a dependency\n[…]\nfor round-trip YAML parsing with\r\n    commend support.\r\n- Chunked `bibtex`-related code into `import_bibtex` for improved\r\n  readability.\r\n\r\nCo-authored-by: John M <ionlights@users.noreply.github.com>",
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          "body": "May help prevent reports of further issues similar to #54",
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                "key": "ships_releases",
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              {
                "key": "release_recency",
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                "status": "missed",
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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                ],
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          },
          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
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            "inputs": {
              "cap": null,
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      {
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            "note": null,
            "notes": [],
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              "growth_factor_pct": 100,
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            "components": [
              {
                "key": "stars",
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                "points": 42.5,
                "status": "partial",
                "details": [
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                    "code": "stars",
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "106 forks",
                "points": 16.8,
                "status": "partial",
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              {
                "key": "watchers",
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          },
          {
            "key": "community_health",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_contributing": false,
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              {
                "key": "license",
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                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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              {
                "key": "contributing_guide",
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              {
                "key": "code_of_conduct",
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      {
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        "weight": 0.24,
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            "notes": [],
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              "bus_factor": 1,
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 28,
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              "issue_closed_ratio": 0.971,
              "closed_unmerged_prs": 75
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            "components": [
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                "key": "issue_resolution",
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "28/103 decided PRs merged",
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                "status": "partial",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
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            "inputs": {
              "followers": 232,
              "owner_type": "Organization",
              "is_verified": null,
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
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                "details": [
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                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "232 followers of HugoBlox",
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              {
                "key": "track_record",
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                    "code": "public_repos",
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "weight": 0.2,
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            "key": "engineering_practices",
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                "key": "ci_workflows",
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                "key": "tests_present",
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                "key": "linter_config",
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              {
                "key": "editorconfig",
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                "key": "openssf_scorecard_ci_tests",
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          },
          {
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        ],
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                "key": "cii_best_practices",
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              {
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              {
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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              },
              {
                "key": "dependency_update_tool",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              },
              {
                "key": "license",
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                "detail": "license file detected",
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              {
                "key": "maintained",
                "name": "Maintained",
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              {
                "key": "packaging",
                "name": "Packaging",
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                ],
                "max_points": 5
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              {
                "key": "pinned_dependencies",
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                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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                "status": "missed",
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              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
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                "status": "partial",
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              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
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                "status": "missed",
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
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                "details": [
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                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "81 existing vulnerabilities detected",
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            ]
          },
          {
            "key": "dependency_advisories",
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            "notes": [
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                "code": "excluded_no_data",
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:academic@0.11.2",
                  "assessed": 34
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 34,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 34,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 18
            },
            "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": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "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": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.907,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "88 of 97 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 88,
                      "sampled": 97
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.03
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "3 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "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": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 9084,
              "source_files_sampled": 9,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/9 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 9,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "pypi package 'academic' points at a different repository (https://github.com/GetRD/academic-file-converter); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T07:49:02.609296Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/HugoBlox/academic-file-converter.svg",
  "full_name": "HugoBlox/academic-file-converter",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 v0.27.0—— 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.