公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 11:15 UTC

BoPeng / ai-marketplace-monitor

Monitor facebook marketplace with AI

HTMLAGPL-3.0★ 280 星标⑂ 71 复刻始于 2025年1月在 GitHub 上查看 ↗

BoPeng/ai-marketplace-monitor 的健康指数为 100 分中的 73 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(90/100),最低的是Sustainability & Governance(58/100)。 最近一次更新在 2 天前。 近期的大部分工作由 1 位贡献者完成。

73
总分 / 100
良好

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。

73
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

Bo个人账户
61 关注者22 个公开仓库始于 2014年11月Baylor College of Medicine

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

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
PyPIai-marketplace-monitor0.10.2-2210 天前ai-marketplace-monitor

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?

82良好 · 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
7.6/36提交节奏 — 52 周中有 11 周有提交
16.6/18提交量 — 最近一年 69 次提交
10/10OpenSSF Scorecard:Maintained — 29 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year69
human_commit_share0.69
days_since_last_push2
active_weeks_last_year11

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 4 个发布版本
36/36发布时效 — 最近一次发布版本于 10 天前
27/27发布节奏 — 约每 37.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count4
latest_release_tagv0.10.2
releases_from_tags
days_since_latest_release10
mean_days_between_releases37.7
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?

75良好 · 占总体的 18%
评分方式
39.7/60星标 — 280 个星标
15.4/25复刻 — 71 个复刻
5.3/15关注者 — 10 位关注者
所用输入
forks71
stars280
watchers10
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(AGPL-3.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
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?

58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
3.6/22.5提交分布 — 头号贡献者编写了 84% 的提交
9.5/13.5贡献者广度 — 7 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled7
top_contributor_share0.841
评分方式
40.2/46.8议题解决 — 86% 的议题已关闭
22.1/38.3PR 接受 — 已裁定的 PR 中 154/267 已合并
4.5/15OpenSSF Scorecard:Code-Review — Found 3/8 approved changesets -- score normalized to 3
所用输入
merged_prs154
open_issues11
closed_issues67
issue_closed_ratio0.859
closed_unmerged_prs113
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
12.9/25所有者影响力 — BoPeng 有 61 位关注者
21.9/25既往记录 — 22 个公开仓库,账户约 11 年
所用输入
followers61
owner_typeUser
is_verified
owner_loginBoPeng
public_repos22
account_age_days4,265
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。
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 10 天前
20/20版本历史 — 22 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
packagesai-marketplace-monitor
ecosystemspypi
any_deprecated
min_days_since_publish10

工程质量

基础的工程与文档实践是否到位?

90优秀 · 占总体的 20%

工程实践

90优秀
评分方式
24/24CI 工作流 — 6 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
16/20OpenSSF Scorecard:CI-Tests — 19 out of 22 merged PRs checked by a CI test -- score normalized to 8
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://ai-marketplace-monitor.readthedocs.io/en/latest/
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://ai-marketplace-monitor.readthedocs.io/en/latest/
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?

62中等 · 占总体的 16%

安全态势

55中等
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2/2.5CI-Tests — 19 out of 22 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 3/8 approved changesets -- score normalized to 3
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 — 29 commit(s) and 3 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
4.5/5SAST — SAST tool detected but not run on all commits
2/5Security-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 — 79 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.5
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。
评分方式
26.6/35直接依赖不含已知公告 — 1 个受影响:diskcache 5.6.3 (moderate)
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
37.2/40没有长期未处理的公告 — 1 个携带公告的软件包超过 90 天未处理;最早一条发布于 165 天前
所用输入
sourceosv
advisories2
affected_packages1
assessed_packages95
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages1
比对的是 pypi:ai-marketplace-monitor@0.10.2 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 95 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。

68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)
32.5/40可读的提交历史 — 69 次人类提交中有 42 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_share0.609
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — noxfile.py
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — src/ai_marketplace_monitor/py.typed
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 12 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 31 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
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesnoxfile.py
has_devcontainer
has_linter_config
typecheck_configssrc/ai_marketplace_monitor/py.typed
agent_commit_share0.12
toolchain_manifests
dependency_bot_commit_share0.31
评分方式
27/45可类型检查的代码 — HTML,已配置类型检查(src/ai_marketplace_monitor/py.typed)
53.8/55可控的文件大小 — 采样的 45 个源文件中有 1 个超过 60KB
所用输入
primary_languageHTML
largest_source_bytes67,138
source_files_sampled45
oversized_source_files1

关键数据

280GitHub 星标
7贡献者
69最近 12 个月提交数
2距最近推送天数
4发布版本数
1巴士系数(bus factor)
11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

更多细节

Star 与 Fork 历史 0 ★ / 71 ⇿
0Star
71Fork
4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。

01325385063757132025-022025-112026-07
主版本 0次版本 1修订 3

每个点涵盖 2 天。

OpenSSF Scorecard 5.5 / 10
5.5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 · 2026-07-27 11:15 UTC

9Binary-Artifactsbinaries present in source code
4Branch-Protectionbranch protection is not maximal on development and all release branches
8CI-Tests19 out of 22 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 3/8 approved changesets -- score normalized to 3
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained29 commit(s) and 3 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
9SASTSAST tool detected but not run on all commits
4Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities79 existing vulnerabilities detected
直接依赖 26
注册表软件包版本约束清单文件
PyPItyper>=0.15.1,<0.28.0pyproject.toml
PyPIplaywright>=1.41.0pyproject.toml
PyPIrich>=13.7.0pyproject.toml
PyPIpushbullet.py>=0.12.0pyproject.toml
PyPIdiskcache>=5.6.3pyproject.toml
PyPIwatchdog>=4.0.0pyproject.toml
PyPIopenai>=1.24.0pyproject.toml
PyPIanthropic>=0.39.0pyproject.toml
PyPIparsedatetime>=2.5pyproject.toml
PyPIhumanize>=4.0.0pyproject.toml
PyPIschedule>=1.2.2pyproject.toml
PyPIinflect>=7.0.0pyproject.toml
PyPIpillow>=10.0.0pyproject.toml
PyPIjinja2>=3.0.0pyproject.toml
PyPIpyparsing>=3.1.0pyproject.toml
PyPIrequests>=2.30.0pyproject.toml
PyPICurrencyConverter>=0.18.0pyproject.toml
PyPItomli==2.2.1pyproject.toml
PyPIsafety>=3.5.2pyproject.toml
PyPIpip-audit>=2.9.0pyproject.toml
PyPIpython-telegram-bot>=22.3pyproject.toml
PyPIfastapi>=0.110pyproject.toml
PyPIuvicorn>=0.27pyproject.toml
PyPIitsdangerous>=2.1pyproject.toml
PyPIbcrypt>=4.0pyproject.toml
PyPIpython-multipart>=0.0.9pyproject.toml
全部依赖 184

来自 GitHub 依赖图的完整解析依赖集合:26 个直接依赖与 158 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
PyPIanthropic0.94.0直接
PyPIbcrypt5.0.0直接
PyPIcurrencyconverter0.18.9直接
PyPIdiskcache5.6.3直接
PyPIfastapi0.135.3直接
PyPIhumanize4.12.3直接
PyPIinflect7.5.0直接
PyPIitsdangerous2.2.0直接
PyPIjinja23.1.6直接
PyPIopenai1.98.0直接
PyPIparsedatetime2.6直接
PyPIpillow11.3.0直接
PyPIpip-audit2.9.0直接
PyPIplaywright1.54.0直接
PyPIpushbullet-py0.12.0直接
PyPIpyparsing3.2.3直接
PyPIpython-multipart0.0.26直接
PyPIpython-telegram-bot22.3直接
PyPIrequests2.32.4直接
PyPIrich14.1.0直接
PyPIsafety3.6.0直接
PyPIschedule1.2.2直接
PyPItomli2.2.1直接
PyPItyper0.16.0直接
PyPIuvicorn0.44.0直接
PyPIwatchdog6.0.0直接
PyPIaccessible-pygments0.0.5间接
PyPIai-marketplace-monitor0.10.0间接
PyPIalabaster1.0.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.9.0间接
PyPIauthlib1.6.1间接
PyPIbabel2.17.0间接
PyPIbackports-asyncio-runner1.2.0间接
PyPIbackports-datetime-fromisoformat2.0.3间接
PyPIbackports-tarfile1.2.0间接
PyPIbeautifulsoup44.13.4间接
PyPIblack25.1.0间接
PyPIboolean-py5.0间接
PyPIbuild1.3.0间接
PyPIbump2version1.0.1间接
PyPIcachecontrol0.14.3间接
PyPIcertifi2025.7.14间接
PyPIcffi1.17.1间接
PyPIcfgv3.4.0间接
PyPIcharset-normalizer3.4.2间接
PyPIclick8.2.1间接
PyPIcolorama0.4.6间接
PyPIcoverage7.10.1间接
PyPIcryptography45.0.5间接
PyPIcyclonedx-python-lib9.1.0间接
PyPIdefusedxml0.7.1间接
PyPIdistlib0.4.0间接
PyPIdistro1.9.0间接
PyPIdocstring-parser0.17.0间接
PyPIdocutils0.21.2间接
PyPIdparse0.6.4间接
PyPIevdev1.9.2间接
PyPIexceptiongroup1.3.0间接
PyPIfilelock3.16.1间接
PyPIfuro间接
PyPIfuro2025.7.19间接
PyPIgreenlet3.2.3间接
PyPIh110.16.0间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.7.1间接
PyPIhttpx0.28.1间接
PyPIid1.5.0间接
PyPIidentify2.6.12间接
PyPIidna3.10间接
PyPIimagesize1.4.1间接
PyPIimportlib-metadata8.7.0间接
PyPIiniconfig2.1.0间接
PyPIinvoke2.2.0间接
PyPIisort6.0.1间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.0.1间接
PyPIjaraco-functools4.2.1间接
PyPIjeepney0.9.0间接
PyPIjiter0.10.0间接
PyPIjoblib1.5.1间接
PyPIkeyring25.6.0间接
PyPIlicense-expression30.4.4间接
PyPIlinkify-it-py间接
PyPIlinkify-it-py2.0.3间接
PyPImarkdown-it-py3.0.0间接
PyPImarkupsafe3.0.2间接
PyPImarshmallow4.0.0间接
PyPImdit-py-plugins0.4.2间接
PyPImdurl0.1.2间接
PyPImore-itertools10.7.0间接
PyPImsgpack1.1.1间接
PyPImypy1.17.1间接
PyPImypy-extensions1.1.0间接
PyPImyst-parser间接
PyPImyst-parser4.0.1间接
PyPInh30.3.0间接
PyPInltk3.9.1间接
PyPInodeenv1.9.1间接
PyPIpackageurl-python0.17.2间接
PyPIpackaging25.0间接
PyPIpathspec0.12.1间接
PyPIpip25.2间接
PyPIpip-api0.0.34间接
PyPIpip-requirements-parser32.0.1间接
PyPIplatformdirs4.3.8间接
PyPIpluggy1.6.0间接
PyPIpre-commit4.2.0间接
PyPIpsutil6.1.1间接
PyPIpy-serializable2.1.0间接
PyPIpycparser2.22间接
PyPIpydantic2.9.2间接
PyPIpydantic-core2.23.4间接
PyPIpyee13.0.0间接
PyPIpygments2.19.2间接
PyPIpynput1.8.1间接
PyPIpyobjc-core11.1间接
PyPIpyobjc-framework-applicationservices11.1间接
PyPIpyobjc-framework-cocoa11.1间接
PyPIpyobjc-framework-coretext11.1间接
PyPIpyobjc-framework-quartz11.1间接
PyPIpyproject-hooks1.2.0间接
PyPIpytest8.4.1间接
PyPIpytest-asyncio1.1.0间接
PyPIpytest-base-url2.1.0间接
PyPIpytest-cov6.2.1间接
PyPIpytest-playwright0.7.0间接
PyPIpython-dotenv1.2.2间接
PyPIpython-magic0.4.27间接
PyPIpython-slugify8.0.4间接
PyPIpython-xlib0.33间接
PyPIpywin32-ctypes0.2.3间接
PyPIpyyaml6.0.2间接
PyPIreadme-renderer44.0间接
PyPIregex2025.7.34间接
PyPIrequests-toolbelt1.0.0间接
PyPIrfc39862.0.0间接
PyPIroman-numerals-py3.1.0间接
PyPIruamel-yaml0.18.14间接
PyPIruamel-yaml-clib0.2.12间接
PyPIruff0.12.7间接
PyPIsafety-schemas0.0.14间接
PyPIsecretstorage3.3.3间接
PyPIsetuptools80.9.0间接
PyPIshellingham1.5.4间接
PyPIsix1.17.0间接
PyPIsniffio1.3.1间接
PyPIsnowballstemmer3.0.1间接
PyPIsortedcontainers2.4.0间接
PyPIsoupsieve2.7间接
PyPIsphinx间接
PyPIsphinx8.1.3间接
PyPIsphinx8.2.3间接
PyPIsphinx-basic-ng1.0.0b2间接
PyPIsphinx-copybutton间接
PyPIsphinx-copybutton0.5.2间接
PyPIsphinxcontrib-applehelp2.0.0间接
PyPIsphinxcontrib-devhelp2.0.0间接
PyPIsphinxcontrib-htmlhelp2.1.0间接
PyPIsphinxcontrib-jsmath1.0.1间接
PyPIsphinxcontrib-qthelp2.0.0间接
PyPIsphinxcontrib-serializinghtml2.0.0间接
PyPIsphinxext-opengraph间接
PyPIsphinxext-opengraph0.12.0间接
PyPIstarlette1.0.0间接
PyPItenacity9.1.2间接
PyPItext-unidecode1.3间接
PyPItoml0.10.2间接
PyPItomlkit0.13.3间接
PyPItqdm4.67.1间接
PyPItwine6.1.0间接
PyPItypeguard4.4.4间接
PyPItyping-extensions4.14.1间接
PyPItyping-inspection0.4.2间接
PyPIuc-micro-py1.0.3间接
PyPIurllib32.5.0间接
PyPIuvloop0.22.1间接
PyPIvirtualenv20.32.0间接
PyPIwatchfiles1.1.1间接
PyPIwebsocket-client1.8.0间接
PyPIwebsockets16.0间接
PyPIxdoctest1.2.0间接
PyPIzipp3.23.0间接
依赖安全公告 1

安装 pypi:ai-marketplace-monitor@0.10.2 会引入 95 个包(直接与传递):其中 1 个存在已知公告,1 个为直接依赖。

软件包版本关系严重程度公告数修复版本
diskcache5.6.3直接2

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": [],
      "is_fork": false,
      "size_kb": 5037,
      "has_wiki": true,
      "homepage": "https://ai-marketplace-monitor.readthedocs.io/en/latest/",
      "languages": {
        "CSS": 17265,
        "HTML": 13691514,
        "Jinja": 9136,
        "Python": 393616,
        "Dockerfile": 2542,
        "JavaScript": 67138
      },
      "pushed_at": "2026-07-24T15:53:31Z",
      "created_at": "2025-01-20T15:42:42Z",
      "owner_type": "User",
      "updated_at": "2026-07-27T04:06:26Z",
      "description": "Monitor facebook marketplace with AI",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "HTML",
      "significant_languages": [
        "HTML"
      ]
    },
    "owner": {
      "blog": "http://bioworkflows.com",
      "name": "Bo",
      "type": "User",
      "login": "BoPeng",
      "company": "Baylor College of Medicine",
      "location": "Houston, TX, USA",
      "followers": 61,
      "avatar_url": "https://avatars.githubusercontent.com/u/9889312?v=4",
      "created_at": "2014-11-21T20:13:47Z",
      "is_verified": null,
      "public_repos": 22,
      "account_age_days": 4265
    },
    "license": {
      "state": "standard",
      "spdx_id": "AGPL-3.0",
      "raw_spdx": "AGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.10.2",
          "kind": "patch",
          "published_at": "2026-07-17T05:27:37Z"
        },
        {
          "tag": "v0.10.1",
          "kind": "patch",
          "published_at": "2026-04-12T18:25:20Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2026-04-12T14:28:35Z"
        },
        {
          "tag": "v0.9.12",
          "kind": "patch",
          "published_at": "2026-03-26T05:32:53Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "16394b3e2a8c232f6d78a942fb85237f4e193a85",
          "body": "chore: release 0.10.2",
          "is_bot": false,
          "headline": "Merge pull request #342 from BoPeng/release/0.10.2",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T05:23:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2edddac6f121b0267d93a7b5c0ca2cb7b5a6d2f7",
          "body": "Roll the [Unreleased] entries (sort_by #323, Web UI Export CSV #334) into\nthe [0.10.2] section and date it. 0.10.2 was bumped in pyproject earlier\nbut never tagged/published (PyPI latest was 0.10.1), so this becomes the\nnext release covering everything since 0.10.1.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: finalize CHANGELOG for 0.10.2 release",
          "author_name": "Bo Peng",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T05:19:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2380e01ebb4dbd784843052786bf2646f7f7a971",
          "body": "* docs: design spec for Web UI found-items CSV export (#334)\n\nBrainstormed design for an \"Export CSV\" button that downloads the\nmatched/notified listings (link, price, rating, etc.) by reading and\njoining the existing diskcache. No scraping, no new storage.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@\n[…]\nmula-injection sanitization and two-pass exclusion of\nun-notified listings.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Web UI Export CSV of found items (#334) (#341)",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T05:12:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7687f0802ce1e181b693d6d33a6fa7c55d54241d",
          "body": "* feat: add sort_by option for Facebook search results (#323)\n\nAdd a `sort_by` option that maps to Facebook Marketplace's `sortBy`\nquery parameter, letting users order results by newest first, price,\nor distance instead of the default \"suggested\" ranking. This enables\nmonitoring of newly listed item\n[…]\nan expected-type map;\nadd the new sort_by option (str | None) so it passes.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add sort_by option for Facebook search results (#323) (#340)",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T01:57:25Z",
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        },
        {
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          "body": "Update sphinx requirement from >=8.1.3 to >=9.1.0 in /docs",
          "is_bot": false,
          "headline": "Merge pull request #317 from BoPeng/dependabot/pip/docs/sphinx-gte-9.1.0",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T01:20:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "9054be568b81c6b713c8b85d13baefc80f1ed9dc",
          "body": "…ngraph-gte-0.13.0\n\nUpdate sphinxext-opengraph requirement from >=0.9.0 to >=0.13.0 in /docs",
          "is_bot": false,
          "headline": "Merge pull request #319 from BoPeng/dependabot/pip/docs/sphinxext-ope…",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T01:20:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b757988c632dcca77ae15d5c9a1aa7fe8be8ea8",
          "body": "…build-push-action-7\n\nBump docker/build-push-action from 6 to 7",
          "is_bot": false,
          "headline": "Merge pull request #327 from BoPeng/dependabot/github_actions/docker/…",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T01:20:21Z",
          "body_truncated": false,
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        },
        {
          "oid": "cb72cc11f44551ce7af7ba93f4fad38a48581eac",
          "body": "…metadata-action-6\n\nBump docker/metadata-action from 5 to 6",
          "is_bot": false,
          "headline": "Merge pull request #328 from BoPeng/dependabot/github_actions/docker/…",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T01:20:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f05ffbb71dc7d767e977e355c34511285c346bb",
          "body": "…setup-qemu-action-4\n\nBump docker/setup-qemu-action from 3 to 4",
          "is_bot": false,
          "headline": "Merge pull request #329 from BoPeng/dependabot/github_actions/docker/…",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T01:20:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4437a755f9fd965c5f4510de95731eb7b7882cba",
          "body": "…/checkout-6\n\nBump actions/checkout from 4 to 6",
          "is_bot": false,
          "headline": "Merge pull request #330 from BoPeng/dependabot/github_actions/actions…",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T01:20:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca9d43f9a26a23d4b50988f37dedd776e68cea9a",
          "body": "…setup-buildx-action-4\n\nBump docker/setup-buildx-action from 3 to 4",
          "is_bot": false,
          "headline": "Merge pull request #331 from BoPeng/dependabot/github_actions/docker/…",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-07-17T01:20:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b01be82acfee622b5130a99c45e64719a83dfbf2",
          "body": "…#336)\n\nFacebook removed the <button name=\"login\"> element from their login page.\nThe login form now uses <div> elements for the \"Log in\" button, which means\nwaiting for button[name=\"login\"] always times out.\n\nFix: after typing credentials, press Enter to submit the form instead.\nThe form has id=\"login_form\" and handles submit events correctly via keyboard.\n\nCo-authored-by: josharmour <1240306+josharmour@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix Facebook login: use Enter key instead of broken button selector (…",
          "author_name": "josharmour",
          "author_login": "josharmour",
          "committed_at": "2026-07-17T01:20:06Z",
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        },
        {
          "oid": "4502b6274a8e3444beebd10583c1f5600fafa80f",
          "body": "Updates the requirements on [myst-parser](https://github.com/executablebooks/MyST-Parser) to permit the latest version.\n- [Release notes](https://github.com/executablebooks/MyST-Parser/releases)\n- [Changelog](https://github.com/executablebooks/MyST-Parser/blob/master/CHANGELOG.md)\n- [Commits](https:\n[…]\nendency-version: 5.1.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update myst-parser requirement from >=3.0.0 to >=5.1.0 in /docs (#332)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T01:18:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d79f2c44a44320fce1c397d44f481018a8df75b",
          "body": "…startup with FastAPI >= 0.139 (#337)\n\nFacebook changed the Marketplace listing page to render the Details\nsection (condition, description, location) in nested span/div structures\ninstead of ul/li lists, causing all existing page parsers to fail with\n'Failed to get item details' for every listing (#\n[…]\nl=None, as\nnewer FastAPI versions refuse to build a response model from the\nDict | JSONResponse return annotation and the web UI fails to start.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add FacebookFlexItemPage for new span/div listing layout; fix web UI …",
          "author_name": "Cameron",
          "author_login": "BlackIsBlack",
          "committed_at": "2026-07-17T01:17:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "18060590496ce4bb0572598a4dace56cdb6b757b",
          "body": "Add a GeminiBackend that uses Google's OpenAI-compatible endpoint\n(https://generativelanguage.googleapis.com/v1beta/openai/) with\ngemini-2.5-flash as the default model, registered as [ai.gemini] /\nprovider = 'Gemini'. Document the new provider in the READMEs.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Google Gemini AI backend (#338)",
          "author_name": "Cameron",
          "author_login": "BlackIsBlack",
          "committed_at": "2026-07-17T01:17:02Z",
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          "oid": "11b26d55641f534d4560ee4d0e865b5c59624acc",
          "body": "…339)\n\nUpdates the requirements on [typer](https://github.com/fastapi/typer) to permit the latest version.\n- [Release notes](https://github.com/fastapi/typer/releases)\n- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)\n- [Commits](https://github.com/fastapi/typer/compa\n[…]\nndency-version: 0.27.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update typer requirement from <0.26.0,>=0.15.1 to >=0.15.1,<0.28.0 (#…",
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        {
          "oid": "c4f9da45c1a366c7807e1b5cde89a39cd90f2404",
          "body": "Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 3 to 4.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: docker/setup-buildx-action\n  dependency-version: '4'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump docker/setup-buildx-action from 3 to 4",
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          "author_login": "dependabot[bot]",
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        {
          "oid": "ba63175d51a39e57f036a8655482c9f2d2ebd467",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 6.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v4...v6)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 4 to 6",
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        {
          "oid": "908b459d8a70fd26c5028e1e802bba495fcdad52",
          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 3 to 4.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: docker/setup-qemu-action\n  dependency-version: '4'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump docker/setup-qemu-action from 3 to 4",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-19T01:25:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bb7ab67f9a9c14585ac950b5198c890687dc60d",
          "body": "Bumps [docker/metadata-action](https://github.com/docker/metadata-action) from 5 to 6.\n- [Release notes](https://github.com/docker/metadata-action/releases)\n- [Commits](https://github.com/docker/metadata-action/compare/v5...v6)\n\n---\nupdated-dependencies:\n- dependency-name: docker/metadata-action\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump docker/metadata-action from 5 to 6",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-19T01:25:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d00e8b25e82950b9674eed419ce30e784c9a389",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 6 to 7.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: docker/build-push-action\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump docker/build-push-action from 6 to 7",
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          "author_login": "dependabot[bot]",
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        {
          "oid": "69b214d4578fbe08a3827013f4c5e3cd00c2b0c0",
          "body": null,
          "is_bot": false,
          "headline": "Add Docker image with embedded noVNC browser view (#310) (#325)",
          "author_name": "Bo",
          "author_login": "BoPeng",
          "committed_at": "2026-05-16T13:21:17Z",
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        {
          "oid": "24c17aee1e74590503ceda029983abc03a77f6aa",
          "body": "Updates the requirements on [sphinxext-opengraph](https://github.com/sphinx-doc/sphinxext-opengraph) to permit the latest version.\n- [Release notes](https://github.com/sphinx-doc/sphinxext-opengraph/releases)\n- [Commits](https://github.com/sphinx-doc/sphinxext-opengraph/compare/v0.9.0...v0.13.0)\n\n---\nupdated-dependencies:\n- dependency-name: sphinxext-opengraph\n  dependency-version: 0.13.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Update sphinxext-opengraph requirement from >=0.9.0 to >=0.13.0 in /docs",
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          "body": "Updates the requirements on [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version.\n- [Release notes](https://github.com/sphinx-doc/sphinx/releases)\n- [Changelog](https://github.com/sphinx-doc/sphinx/blob/master/CHANGES.rst)\n- [Commits](https://github.com/sphinx-doc/sphinx/compare/v8.1.3...v9.1.0)\n\n---\nupdated-dependencies:\n- dependency-name: sphinx\n  dependency-version: 9.1.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Update sphinx requirement from >=8.1.3 to >=9.1.0 in /docs",
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        {
          "oid": "c6225a4015d270c8765fc4154fd4a80681b0ecf1",
          "body": "…322)\n\nUpdates the requirements on [typer](https://github.com/fastapi/typer) to permit the latest version.\n- [Release notes](https://github.com/fastapi/typer/releases)\n- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)\n- [Commits](https://github.com/fastapi/typer/compa\n[…]\nndency-version: 0.25.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update typer requirement from <0.25.0,>=0.15.1 to >=0.15.1,<0.26.0 (#…",
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          "author_login": "dependabot[bot]",
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          "headline": "Bump coverage from 7.8.2 to 7.9.1 (#191)",
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          "is_bot": true,
          "headline": "Bump currencyconverter from 0.18.6 to 0.18.7 (#179)",
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            "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",
            "score": 10,
            "reason": "29 commit(s) and 3 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",
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            "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": 9,
            "reason": "SAST tool detected but not run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 4,
            "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": "79 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "16394b3e2a8c232f6d78a942fb85237f4e193a85",
        "ran_at": "2026-07-27T11:15:15Z",
        "aggregate_score": 5.5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": true,
      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-27T09:55:19Z",
      "oldest_open_prs": [
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          "created_at": "2026-07-17T15:52:52Z",
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          "created_at": "2026-07-17T15:53:00Z",
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          "number": 347,
          "created_at": "2026-07-20T15:53:33Z",
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          "last_comment_author": null
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          "number": 348,
          "created_at": "2026-07-20T15:53:35Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 350,
          "created_at": "2026-07-24T15:53:32Z",
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          "last_comment_author": null
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      "last_merged_pr_at": "2026-07-17T05:23:51Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
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          "created_at": "2025-01-29T13:56:17Z",
          "last_comment_at": "2026-05-25T23:30:55Z",
          "last_comment_author": "Geonode-JP"
        },
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          "number": 29,
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          "last_comment_at": "2025-09-11T15:33:03Z",
          "last_comment_author": "benthamite"
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          "number": 166,
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        {
          "number": 225,
          "created_at": "2025-07-28T00:51:51Z",
          "last_comment_at": "2026-07-26T20:46:38Z",
          "last_comment_author": "crawlbench"
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          "number": 234,
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          "last_comment_at": "2026-07-26T20:46:38Z",
          "last_comment_author": "crawlbench"
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        {
          "number": 257,
          "created_at": "2025-09-06T08:28:52Z",
          "last_comment_at": "2025-09-09T02:36:00Z",
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          "last_comment_at": "2026-07-26T20:47:39Z",
          "last_comment_author": "crawlbench"
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        {
          "number": 349,
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          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
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  "config": {
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    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/BoPeng/ai-marketplace-monitor",
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    "name": "ai-marketplace-monitor",
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      "key": "overall",
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      "components": []
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    "categories": [
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        "weight": 0.22,
        "metrics": [
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            "notes": [],
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              "human_commit_share": 0.69,
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              "active_weeks_last_year": 11
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                    "code": "push_recency",
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                "key": "commit_cadence",
                "name": "Commit cadence",
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              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "29 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
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            "notes": [
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              },
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              "days_since_latest_release": 10,
              "mean_days_between_releases": 37.7
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                "key": "release_recency",
                "name": "Release recency",
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                "status": "met",
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              {
                "key": "release_cadence",
                "name": "Release cadence",
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              {
                "key": "openssf_scorecard_signed_releases",
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            "key": "abandonment",
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              "multiplier_pct": 100,
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                "points": 100,
                "status": "met",
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                "max_points": 100
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        ],
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      },
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        "band": "good",
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        "value": 75,
        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
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            "notes": [],
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              "forks": 71,
              "stars": 280,
              "watchers": 10,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "280 stars",
                "points": 39.7,
                "status": "partial",
                "details": [
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                      "count": 280
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              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "71 forks",
                "points": 15.4,
                "status": "partial",
                "details": [
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                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "10 watchers",
                "points": 5.3,
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                "details": [
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                ],
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              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
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            "components": [
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              },
              {
                "key": "license",
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                "detail": "recognized license (AGPL-3.0)",
                "points": 22.5,
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                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
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                  {
                    "code": "license_spdx",
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              },
              {
                "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",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "points": 6.3,
                "status": "met",
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                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 58,
        "weight": 0.24,
        "metrics": [
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            "key": "maintainer_resilience",
            "band": "critical",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "contributors_sampled": 7,
              "top_contributor_share": 0.841
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
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                  }
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                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 84% of commits",
                "points": 3.6,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                      "share": 84
                    }
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "7 contributors",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
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              "open_issues": 11,
              "closed_issues": 67,
              "issue_closed_ratio": 0.859,
              "closed_unmerged_prs": 113
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
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                "points": 40.2,
                "status": "partial",
                "details": [
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                      "share": 86
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "points": 22.1,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "points": 4.5,
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              }
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          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 56,
            "inputs": {
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              "owner_type": "User",
              "is_verified": null,
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              "account_age_days": 4265
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            "components": [
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                "key": "ownership_backing",
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                "details": [
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                ],
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              },
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              },
              {
                "key": "owner_reach",
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                "details": [
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                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "details": [
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              }
            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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            "inputs": {
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            },
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                      "count": 1,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "22 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 22
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
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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": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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                "key": "ci_workflows",
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                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
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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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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
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              {
                "key": "editorconfig",
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                "points": 0,
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                "details": [],
                "max_points": 6.4
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              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "19 out of 22 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
                "status": "partial",
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                "max_points": 20
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          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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            "components": [
              {
                "key": "readme",
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                "points": 30,
                "status": "met",
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                "max_points": 30
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              {
                "key": "documentation_directory",
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                "detail": null,
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://ai-marketplace-monitor.readthedocs.io/en/latest/",
                "points": 15,
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                "max_points": 15
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                "key": "repository_description",
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                "detail": null,
                "points": 10,
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              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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                "code": "weights_renormalized",
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            "value": 55,
            "inputs": {
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            "components": [
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                "key": "binary_artifacts",
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                "points": 6.8,
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                "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",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
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                "detail": "Found 3/8 approved changesets -- score normalized to 3",
                "points": 2.2,
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                "key": "contributors",
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                "max_points": 2.5
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                "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",
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                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "license",
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                "key": "maintained",
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                "status": "met",
                "details": [],
                "max_points": 7.5
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                "key": "packaging",
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                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
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                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 2,
                "status": "partial",
                "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": "79 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Matched the pypi:ai-marketplace-monitor@0.10.2 runtime dependency closure — what installing the published package pulls in — 95 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:ai-marketplace-monitor@0.10.2",
                  "assessed": 95
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 89,
            "inputs": {
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              "advisories": 2,
              "affected_packages": 1,
              "assessed_packages": 95,
              "unassessed_packages": 0,
              "affected_by_severity": "moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: diskcache 5.6.3 (moderate)",
                "points": 26.6,
                "status": "partial",
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                "max_points": 35
              },
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                "points": 37.2,
                "status": "partial",
                "details": [
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                    }
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                "max_points": 40
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            "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": 95,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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            "components": [
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                "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": [
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                "max_points": 100
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            ]
          },
          {
            "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": {}
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            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
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                "details": [
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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": 68,
        "weight": 0,
        "metrics": [
          {
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            "inputs": {
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                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
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                "points": 0,
                "status": "missed",
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              },
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                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "points": 32.5,
                "status": "partial",
                "details": [
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                    "code": "legible_history",
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                      "legible": 42,
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          },
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            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
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              "has_linter_config": true,
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            },
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              },
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              },
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                "key": "demonstrated_agent_practice",
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              },
              {
                "key": "automated_maintenance",
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                "status": "met",
                "details": [
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                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 31,
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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",
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            ]
          },
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            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "HTML",
              "largest_source_bytes": 67138,
              "source_files_sampled": 45,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "HTML with type-check config (src/ai_marketplace_monitor/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "src/ai_marketplace_monitor/py.typed",
                      "language": "HTML"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/45 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 45,
                      "oversized": 1
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T11:15:35.996153Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/BoPeng/ai-marketplace-monitor.svg",
  "full_name": "BoPeng/ai-marketplace-monitor",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

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 v0.27.0—— 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.