公开记录危急
软件健康报告模式 0.25.0 · 指标 1.13.0 · 2026-07-21 22:21 UTC
JohannesBuchner / imagehash
A Python Perceptual Image Hashing Module
JohannesBuchner/imagehash 的健康指数为 100 分中的 29 分，处于「危急」区间。 其得分最高的类别是Community & Adoption（69/100），最低的是Vitality（25/100）。 最近一次更新在 460 天前。 近期的大部分工作由 1 位贡献者完成。
29
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
29
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
Abandonment Policy applies a 60% multiplier to weighted overall health and gives it a ceiling of 49.
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | ImageHash | 4.3.2 | 5,522,818 | 21 | 535 天前 |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
25
开发活跃度
1危急
疑似弃置
有工作送达，却无人处理
460 天内没有人类提交不计自动化提交拉取请求无人回应OpenSSF Scorecard 判定其缺乏维护持续集成已损坏总体评级上限：存在风险
仅有沉默从不构成判定——一个小而完备的库可能多年无需提交。此提示需同时满足两点：长期没有人类提交，且项目明显未履行应尽的义务。自动化提交不计作维护。
弃置状态如何评估评分方式
| 0/36 | 推送新近度 — 最近一次推送于 460 天前 |
| 0/36 | 提交节奏 — 52 周中有 0 周有提交 |
| 0/18 | 提交量 — 最近一年 0 次提交 |
| 0/10 | OpenSSF 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_year | 0 |
| human_commit_share | 1 |
| days_since_last_push | 460 |
| active_weeks_last_year | 0 |
发布纪律
60中等
评分方式
| 27/27 | 有发布版本 — 已发布 6 个发布版本 |
| 0/36 | 发布时效 — 最近一次发布版本于 1,944 天前 |
| 27/27 | 发布节奏 — 约每 0 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 6 |
| latest_release_tag | v4.1.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 1,944 |
| mean_days_between_releases | 0 |
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？
69
流行度与采用
89优秀
评分方式
| 58.2/60 | 星标 — 3,852 个星标 |
| 21.1/25 | 复刻 — 341 个复刻 |
| 9.8/15 | 关注者 — 60 位关注者 |
所用输入
| forks | 341 |
| stars | 3,852 |
| watchers | 60 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
25危急
评分方式
| 0/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（BSD-2-Clause） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 否 |
| has_license | 否 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 5,522,818 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | ImageHash |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 5,522,818 |
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？
60
维护者韧性（巴士系数）
39存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 6.6/22.5 | 提交分布 — 头号贡献者编写了 71% 的提交 |
| 13.5/13.5 | 贡献者广度 — 25 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 8 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 25 |
| top_contributor_share | 0.708 |
议题与 PR 响应能力
65中等
评分方式
| 40.9/46.8 | 议题解决 — 88% 的议题已关闭 |
| 20.7/38.3 | PR 接受 — 已裁定的 PR 中 39/72 已合并 |
| 3/15 | OpenSSF Scorecard：Code-Review — Found 6/23 approved changesets -- score normalized to 2 |
所用输入
| merged_prs | 39 |
| open_issues | 18 |
| closed_issues | 126 |
| issue_closed_ratio | 0.875 |
| closed_unmerged_prs | 33 |
所有权与托管责任
67中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 18.5/25 | 所有者影响力 — JohannesBuchner 有 368 位关注者 |
| 25/25 | 既往记录 — 220 个公开仓库，账户约 17 年 |
所用输入
| followers | 368 |
| owner_type | User |
| is_verified | — |
| owner_login | JohannesBuchner |
| public_repos | 220 |
| account_age_days | 6,378 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
79良好
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 14/35 | 发布时效 — 最近一次发布于 535 天前 |
| 20/20 | 版本历史 — 21 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | ImageHash |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 535 |
工程质量
基础的工程与文档实践是否到位？
40
工程实践
54中等
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 0 out of 6 merged PRs checked by a CI test -- score normalized to 0 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
20危急
评分方式
| 0/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 0/10 | 仓库描述 |
| 10/10 | 主题标签 — 3 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | image-hashing-algorithms, image-hashing, python |
| has_wiki | 是 |
| homepage | — |
| has_readme | 否 |
| has_docs_dir | 否 |
| has_description | 否 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
47
安全态势
34存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 6 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 1.5/7.5 | Code-Review — Found 6/23 approved changesets -- score normalized to 2 |
| 2.5/2.5 | Contributors — project has 8 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.4 |
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。
依赖安全公告
100优秀
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
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 4 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
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:ImageHash@4.3.2 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 4 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。
40
AI 代理上下文与指引
6危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 6.4/40 | 可读的提交历史 — 100 次人类提交中有 12 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.12 |
| 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 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — imagehash/py.typed |
| 0/10 | 可复现环境 |
| 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 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | imagehash/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（imagehash/py.typed） |
| 55/55 | 可控的文件大小 — 采样的 19 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 25,327 |
| source_files_sampled | 19 |
| oversized_source_files | 0 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
3,852GitHub 星标
25贡献者
0最近 12 个月提交数
460距最近推送天数
6发布版本数
1巴士系数（bus factor）
18开放议题
PyPI软件包生态系统数
数据采集警告
- Community profile unavailable
更多细节
Star 与 Fork 历史 3,852 ★ / 341 ⇿
3,852Star
341Fork
6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。
仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。
主版本 0次版本 1修订 0
每个点涵盖 12 天。
OpenSSF Scorecard 3.4 / 10
3.4综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 6 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 2 | Code-Review | Found 6/23 approved changesets -- score normalized to 2 |
| 10 | Contributors | project has 8 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 5
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 5 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | numpy | — | 间接 |
| PyPI | pillow | — | 间接 |
| PyPI | pywavelets | — | 间接 |
| PyPI | scipy | — | 间接 |
| PyPI | six | — | 间接 |
依赖安全公告 0
安装 pypi:ImageHash@4.3.2 会引入 4 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": [
"image-hashing-algorithms",
"image-hashing",
"python"
],
"is_fork": true,
"size_kb": 8147,
"has_wiki": true,
"homepage": null,
"languages": {
"HTML": 8275,
"Python": 52347,
"Makefile": 2757
},
"pushed_at": "2025-04-17T10:10:37Z",
"created_at": "2013-03-02T23:32:48Z",
"owner_type": "User",
"updated_at": "2026-07-15T02:49:30Z",
"description": "A Python Perceptual Image Hashing Module",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-2-Clause",
"default_branch": "master",
"license_spdx_raw": "BSD-2-Clause",
"primary_language": "Python",
"significant_languages": [
"Python",
"HTML"
]
},
"owner": {
"blog": "http://astrost.at/istics/",
"name": "Johannes Buchner",
"type": "User",
"login": "JohannesBuchner",
"company": null,
"location": null,
"followers": 368,
"avatar_url": "https://avatars.githubusercontent.com/u/51015?v=4",
"created_at": "2009-02-02T03:28:24Z",
"is_verified": null,
"public_repos": 220,
"account_age_days": 6378
},
"license": {
"state": "standard",
"spdx_id": "BSD-2-Clause",
"raw_spdx": "BSD-2-Clause",
"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v4.1.0",
"kind": "minor",
"published_at": "2021-03-25T13:49:48Z"
},
{
"tag": "v4.0",
"kind": "other",
"published_at": "2021-03-25T13:49:44Z"
},
{
"tag": "4.0",
"kind": "other",
"published_at": "2021-03-25T13:49:45Z"
},
{
"tag": "v2.0",
"kind": "other",
"published_at": "2021-03-25T13:49:39Z"
},
{
"tag": "v3.0",
"kind": "other",
"published_at": "2021-03-25T13:49:42Z"
},
{
"tag": "v3.1",
"kind": "other",
"published_at": "2021-03-25T13:49:43Z"
}
],
"recent_commits": [
{
"oid": "4e289ebe056b961aa19fb1b50f5bdc66c87e0d55",
"body": "colorhash: overflow encountered in scalar multiply",
"is_bot": false,
"headline": "Merge pull request #216 from saim61/colorhash_fix",
"author_name": "Johannes Buchner",
"author_login": "JohannesBuchner",
"committed_at": "2025-04-17T10:10:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f62f1204c1bb43840ca4f7e19ec8200ae8f3fc48",
"body": null,
"is_bot": false,
"headline": "changes suggested",
"author_name": "Saeem Mehmood",
"author_login": "saim61",
"committed_at": "2025-04-17T09:47:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6001f17e28a21967f5b4a978cd5778a47b8eeb6",
"body": null,
"is_bot": false,
"headline": "simple fix for colorhash algo",
"author_name": "Saeem Mehmood",
"author_login": "saim61",
"committed_at": "2024-12-04T21:03:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07951cd01c4f8e9fc1ca18500d60bca05adbbca3",
"body": "Update README.rst",
"is_bot": false,
"headline": "Merge pull request #214 from Moedrian/patch-1",
"author_name": "Johannes Buchner",
"author_login": "JohannesBuchner",
"committed_at": "2024-10-09T08:38:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "349259de323f8e85563c2a03fec0977dc9df9db9",
"body": "Wavelet hashing reference medium website changed.",
"is_bot": false,
"headline": "Update README.rst",
"author_name": "Moedrian",
"author_login": "Moedrian",
"committed_at": "2024-10-09T01:15:17Z",
"body_truncated": false,
"is_coding_agent": false
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{
"number": 224,
"created_at": "2025-09-03T15:22:11Z",
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"last_comment_author": "JohannesBuchner"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/JohannesBuchner/imagehash",
"host": "github.com",
"name": "imagehash",
"owner": "JohannesBuchner"
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"band": "critical",
"name": "Overall health",
"note": "Abandonment Policy applies a 60% multiplier to weighted overall health and gives it a ceiling of 49.",
"notes": [
{
"code": "abandonment_overall_adjustment",
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"pct": 60
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}
],
"value": 29,
"inputs": {
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"vitality": 25,
"community": 69,
"governance": 60,
"engineering": 40,
"abandonment_cap": 49,
"abandonment_state": "likely_abandoned",
"abandonment_multiplier": 60,
"weighted_overall_before_abandonment": 48,
"overall_after_abandonment_multiplier": 29
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"components": []
},
"categories": [
{
"key": "vitality",
"band": "critical",
"name": "Vitality",
"value": 25,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
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"note": null,
"notes": [],
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"inputs": {
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"human_commit_share": 1,
"days_since_last_push": 460,
"active_weeks_last_year": 0
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 460 days ago",
"points": 0,
"status": "missed",
"details": [
{
"code": "push_recency",
"params": {
"days": 460
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}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "0/52 weeks with commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 0
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}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "0 commits in the last year",
"points": 0,
"status": "missed",
"details": [
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"code": "commits_last_year",
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"count": 0
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}
],
"max_points": 18
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{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
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"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"releases_count": 6,
"latest_release_tag": "v4.1.0",
"releases_from_tags": false,
"days_since_latest_release": 1944,
"mean_days_between_releases": 0
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "6 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 6
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 1944 days ago",
"points": 0,
"status": "missed",
"details": [
{
"code": "release_recency",
"params": {
"days": 1944
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}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~0 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 0
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}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 10
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]
},
{
"key": "abandonment",
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"note": null,
"notes": [],
"value": 60,
"inputs": {
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"state": "likely_abandoned",
"guards": [
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],
"signals": [
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"red_flag": true,
"multiplier_pct": 60,
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"unanswered_open_prs": 8,
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},
"components": [
{
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"points": 60,
"status": "partial",
"details": [
{
"code": "abandonment_flagged",
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"count": 3,
"signals": "pull requests unanswered, Scorecard reports it unmaintained, CI broken"
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 69,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 89,
"inputs": {
"forks": 341,
"stars": 3852,
"watchers": 60,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "3,852 stars",
"points": 58.2,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 3852
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "341 forks",
"points": 21.1,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 341
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "60 watchers",
"points": 9.8,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 60
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "critical",
"name": "Community health",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"has_readme": false,
"has_license": false,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (BSD-2-Clause)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "BSD-2-Clause"
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"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",
"params": {}
}
],
"value": 100,
"inputs": {
"packages": [
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],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 5522818
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "5,522,818 downloads/month across pypi",
"points": 80,
"status": "met",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 5522818,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 60,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 39,
"inputs": {
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"contributors_sampled": 25,
"top_contributor_share": 0.708
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 71% of commits",
"points": 6.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 71
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "25 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 25
}
}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 8 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 65,
"inputs": {
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"issue_closed_ratio": 0.875,
"closed_unmerged_prs": 33
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "88% of issues closed",
"points": 40.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 88
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "39/72 decided PRs merged",
"points": 20.7,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"decided": 72
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"detail": "Found 6/23 approved changesets -- score normalized to 2",
"points": 3,
"status": "partial",
"details": [],
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]
},
{
"key": "stewardship",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 67,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "JohannesBuchner",
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"account_age_days": 6378
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"components": [
{
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"status": "partial",
"details": [
{
"code": "owner_personal",
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}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
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"points": 18.5,
"status": "partial",
"details": [
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"code": "owner_followers",
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}
],
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},
{
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"points": 25,
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"details": [
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"code": "public_repos",
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},
{
"code": "account_age_years",
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}
],
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
"value": 79,
"inputs": {
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"ecosystems": "pypi",
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"min_days_since_publish": 535
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"components": [
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"detail": "1 package(s) on pypi",
"points": 25,
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}
],
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{
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"detail": "latest publish 535 days ago",
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"status": "partial",
"details": [
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"code": "publish_recency",
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}
],
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{
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"details": [
{
"code": "published_versions",
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}
],
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{
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"code": "package_not_deprecated",
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],
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]
}
],
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},
{
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"weight": 0.2,
"metrics": [
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"notes": [],
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"inputs": {
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"components": [
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"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
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"details": [
{
"code": "ci_workflows",
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}
],
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{
"key": "tests_present",
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"points": 24,
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},
{
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{
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"points": 0,
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},
{
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{
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"status": "missed",
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]
},
{
"key": "documentation",
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"notes": [],
"value": 20,
"inputs": {
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"components": [
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"details": [],
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{
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"details": [],
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{
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{
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}
],
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]
}
],
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{
"key": "security",
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"weight": 0.16,
"metrics": [
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"inputs": {
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},
{
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"status": "missed",
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},
{
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},
{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_review",
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},
{
"key": "contributors",
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"points": 2.5,
"status": "met",
"details": [],
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},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
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"points": 0,
"status": "missed",
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"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": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:ImageHash@4.3.2 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:ImageHash@4.3.2",
"assessed": 4
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 4,
"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": 4,
"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": 9
},
"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": "at_risk",
"name": "AI Readiness",
"value": 40,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 6,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.12,
"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": "12 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 6.4,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 12,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"imagehash/py.typed"
],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "imagehash/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "imagehash/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"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": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 25327,
"source_files_sampled": 19,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (imagehash/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "imagehash/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/19 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 19,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"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": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"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": [
"Community profile unavailable"
],
"report_type": "repository",
"generated_at": "2026-07-21T22:21:23.118977Z",
"schema_version": "0.25.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/JohannesBuchner/imagehash.svg",
"full_name": "JohannesBuchner/imagehash",
"license_state": "standard",
"license_spdx": "BSD-2-Clause"
}