公开记录
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-08-02 15:25 UTC

grelinfo / grelmicro

Grelmicro is a lightweight framework/toolkit which is ideal for building async microservices in Python.

PythonMIT★ 3 星标⑂ 0 复刻始于 2024年10月在 GitHub 上查看 ↗
类型如何判定

grelinfo/grelmicro 的健康指数为 100 分中的 84 分,处于「优秀」区间。 其得分最高的类别是Engineering Quality(92/100),最低的是Community & Adoption(41/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

84
总分 / 100
优秀

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,再依据公开记录的分布进行校准,使各等级具有百分位含义;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 34(存在风险)的上限。

84
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19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。

加权总体分 71 经校准后在公布的指数量表上为 84(记录校准 2026-08-02)。

所有权

Loïc Gremaud个人账户
3 关注者8 个公开仓库始于 2011年3月SBB AG

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

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?

87优秀 · 占总体的 21%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
14.5/36提交节奏 — 52 周中有 21 周有提交
18/18提交量 — 最近一年 468 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year468
human_commit_share0.89
days_since_last_push0
active_weeks_last_year21

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 61 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 0.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count61
latest_release_tag0.34.1
releases_from_tags
days_since_latest_release0
mean_days_between_releases0.6
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?

41薄弱 · 占总体的 17%
评分方式
4.9/60星标 — 3 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 1 位关注者
所用输入
forks0
stars3
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
45.5/80月度下载量 — pypi 合计每月 2,596 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
packagesgrelmicro
dependents
ecosystemspypi
total_downloads
monthly_downloads2,596
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?

54中等 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.1/22.5提交分布 — 头号贡献者编写了 100% 的提交
2.7/13.5贡献者广度 — 2 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_sampled2
top_contributor_share0.996
评分方式
41.7/42议题解决 — 99% 的议题已关闭
26.4/30PR 接受 — 已裁定的 PR 中 405/461 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-Review — Found 0/27 approved changesets -- score normalized to 0
所用输入
merged_prs405
open_issues1
closed_issues166
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.994
closed_unmerged_prs56
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
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
4.3/25所有者影响力 — grelinfo 有 3 位关注者
18.9/25既往记录 — 8 个公开仓库,账户约 15 年
所用输入
followers3
owner_typeUser
is_verified
owner_logingrelinfo
public_repos8
account_age_days5,602
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 0 天前
20/20版本历史 — 66 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
packagesgrelmicro
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

92优秀 · 占总体的 19%

工程实践

94卓越
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://grelinfo.github.io/grelmicro/
10/10仓库描述
10/10主题标签 — 11 个主题标签
0/10Wiki
所用输入
topicsfastapi, faststream, leader-election, lock, microservice, pydantic, python, anyio, asyncio, circuit-breaker, resilience
has_wiki
homepagehttps://grelinfo.github.io/grelmicro/
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?

83优秀 · 占总体的 16%

安全态势

79良好
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
1.2/2.5CII-Best-Practices — badge detected: Passing
0/7.5Code-Review — Found 0/27 approved changesets -- score normalized to 0
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 — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.9
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
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories1
affected_packages1
assessed_packages158
unassessed_packages41
affected_by_severityhigh 1
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 158 个已解析依赖与 OSV 比对。 有 41 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 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?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

70良好 · 占总体的 4%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
15/15机器可读文档(llms.txt) — 存在 llms.txt
40/40可读的提交历史 — 89 次人类提交中有 81 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_share0.91
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — justfile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — grelmicro/py.typed
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
8/8自动化维护 — 最近 100 次提交中有 9 次为自动依赖更新
9/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesjustfile
has_devcontainer
has_linter_config
typecheck_configsgrelmicro/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.09
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(grelmicro/py.typed)
54.9/55可控的文件大小 — 采样的 547 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes73,875
source_files_sampled547
oversized_source_files1
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

3GitHub 星标
2贡献者
468最近 12 个月提交数
0距最近推送天数
61发布版本数
1巴士系数(bus factor)
1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
  • deps.dev does not index pypi:grelmicro@0.34.1; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 7.9 / 10
7.9综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-08-02 15:25 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
5CII-Best-Practicesbadge detected: Passing
0Code-ReviewFound 0/27 approved changesets -- score normalized to 0
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
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
直接依赖 4
注册表软件包版本约束清单文件
PyPIpydantic>=2.5.0pyproject.toml
PyPIfast-depends>=2.0.0pyproject.toml
PyPIpydantic-settings>=2.5.0pyproject.toml
PyPIpydantic-extra-types>=2.11.0pyproject.toml
全部依赖 199

来自 GitHub 依赖图的完整解析依赖集合:8 个直接依赖与 191 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
PyPIfast-depends直接
PyPIfast-depends3.0.8直接
PyPIpydantic直接
PyPIpydantic2.13.4直接
PyPIpydantic-extra-types直接
PyPIpydantic-extra-types2.11.2直接
PyPIpydantic-settings直接
PyPIpydantic-settings2.14.2直接
PyPIaiosqlite间接
PyPIaiosqlite0.22.1间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.13.0间接
PyPIasgiref3.11.1间接
PyPIast-serialize0.6.0间接
PyPIasyncpg间接
PyPIasyncpg0.31.0间接
PyPIbabel2.18.0间接
PyPIbackrefs6.2间接
PyPIcertifi2026.2.25间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.6间接
PyPIclick8.3.1间接
PyPIcolorama0.4.6间接
PyPIcoverage7.13.5间接
PyPIcyclic1.0.0间接
PyPIdistlib0.4.0间接
PyPIdocker7.1.0间接
PyPIexecnet2.1.2间接
PyPIfaker40.23.0间接
PyPIfastapi间接
PyPIfastapi0.139.2间接
PyPIfastapi-cli间接
PyPIfastapi-cli0.0.32间接
PyPIfaststream间接
PyPIfaststream0.7.2间接
PyPIfilelock3.25.2间接
PyPIfreezegun间接
PyPIfreezegun1.5.5间接
PyPIghp-import2.1.0间接
PyPIgoogleapis-common-protos1.75.0间接
PyPIgreenlet3.5.3间接
PyPIgrelmicro间接
PyPIgrelmicro0.0.0.dev0间接
PyPIgriffe-typingdoc间接
PyPIgriffe-typingdoc0.3.1间接
PyPIgriffelib2.0.2间接
PyPIgrpcio1.81.0间接
PyPIh110.16.0间接
PyPIh24.3.0间接
PyPIhatch-fancy-pypi-readme间接
PyPIhatchling间接
PyPIhpack4.1.0间接
PyPIhttpcore1.0.9间接
PyPIhttpcore22.7.0间接
PyPIhttptools0.8.0间接
PyPIhttpx0.28.1间接
PyPIhttpx-ws0.9.0间接
PyPIhttpx22.7.0间接
PyPIhyperframe6.1.0间接
PyPIhypothesis间接
PyPIhypothesis6.159.0间接
PyPIidentify2.6.18间接
PyPIidna3.18间接
PyPIiniconfig2.3.0间接
PyPIjinja23.1.6间接
PyPIlibcst1.8.6间接
PyPIlibrt0.13.0间接
PyPIlightkube间接
PyPIlightkube0.22.0间接
PyPIlightkube-models1.35.0.8间接
PyPIlinkify-it-py2.1.0间接
PyPIlitestar2.24.0间接
PyPIlitestar-htmx0.5.0间接
PyPIloguru间接
PyPIloguru0.7.3间接
PyPImarkdown3.10.2间接
PyPImarkdown-it-py4.0.0间接
PyPImarkupsafe3.0.3间接
PyPImdit-py-plugins0.6.1间接
PyPImdurl0.1.2间接
PyPImdx-include间接
PyPImdx-include1.4.2间接
PyPImergedeep1.3.4间接
PyPImkdocs1.6.1间接
PyPImkdocs-autorefs1.4.4间接
PyPImkdocs-get-deps0.2.2间接
PyPImkdocs-material间接
PyPImkdocs-material9.7.7间接
PyPImkdocs-material-extensions1.3.1间接
PyPImkdocstrings间接
PyPImkdocstrings1.0.4间接
PyPImkdocstrings-python2.0.4间接
PyPImsgspec0.21.1间接
PyPImultidict6.7.1间接
PyPImultipart1.3.1间接
PyPImutmut3.6.0间接
PyPImypy2.3.0间接
PyPImypy-extensions1.1.0间接
PyPInodeenv1.10.0间接
PyPIopentelemetry-api间接
PyPIopentelemetry-api1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-common1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-http1.44.0间接
PyPIopentelemetry-exporter-prometheus0.65b0间接
PyPIopentelemetry-instrumentation0.65b0间接
PyPIopentelemetry-instrumentation-asgi0.65b0间接
PyPIopentelemetry-instrumentation-asyncpg0.65b0间接
PyPIopentelemetry-instrumentation-fastapi0.65b0间接
PyPIopentelemetry-instrumentation-redis0.65b0间接
PyPIopentelemetry-proto1.44.0间接
PyPIopentelemetry-sdk间接
PyPIopentelemetry-sdk1.44.0间接
PyPIopentelemetry-semantic-conventions0.65b0间接
PyPIopentelemetry-util-http0.65b0间接
PyPIorjson间接
PyPIorjson3.11.9间接
PyPIpackaging26.0间接
PyPIpaginate0.5.7间接
PyPIpathspec1.0.4间接
PyPIplatformdirs4.9.4间接
PyPIpluggy1.6.0间接
PyPIpolyfactory3.3.0间接
PyPIpre-commit间接
PyPIpre-commit4.6.1间接
PyPIprometheus-client0.25.0间接
PyPIprotobuf6.33.6间接
PyPIpydantic-core2.46.4间接
PyPIpygments间接
PyPIpygments2.20.0间接
PyPIpymdown-extensions间接
PyPIpymdown-extensions11.0.1间接
PyPIpytest间接
PyPIpytest9.1.1间接
PyPIpytest-asyncio间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov间接
PyPIpytest-cov7.1.0间接
PyPIpytest-mock间接
PyPIpytest-mock3.15.1间接
PyPIpytest-randomly间接
PyPIpytest-randomly4.1.0间接
PyPIpytest-timeout间接
PyPIpytest-timeout2.4.0间接
PyPIpytest-xdist间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.2.1间接
PyPIpython-dotenv1.2.2间接
PyPIpywin32311间接
PyPIpyyaml6.0.3间接
PyPIpyyaml-env-tag1.1间接
PyPIpyyaml-ft8.0.0间接
PyPIrcslice1.1.0间接
PyPIredis间接
PyPIredis8.0.1间接
PyPIrequests2.33.0间接
PyPIrich14.3.3间接
PyPIrich-click1.9.8间接
PyPIrich-toolkit0.19.7间接
PyPIruff间接
PyPIruff0.16.0间接
PyPIsetproctitle1.3.7间接
PyPIshellingham1.5.4间接
PyPIsix1.17.0间接
PyPIsniffio1.3.1间接
PyPIsortedcontainers2.4.0间接
PyPIsqlalchemy2.0.51间接
PyPIsqlmodel0.0.39间接
PyPIstarlette1.3.1间接
PyPIstructlog间接
PyPIstructlog26.1.0间接
PyPIsyrupy5.5.3间接
PyPItestcontainers间接
PyPItestcontainers4.14.2间接
PyPItextual8.2.7间接
PyPItruststore0.10.4间接
PyPIty间接
PyPIty0.0.62间接
PyPItyper间接
PyPItyper0.24.1间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.2间接
PyPIuc-micro-py2.0.0间接
PyPIurllib32.7.0间接
PyPIuvicorn间接
PyPIuvicorn0.51.0间接
PyPIuvloop间接
PyPIuvloop0.22.1间接
PyPIvalkey6.1.1间接
PyPIvirtualenv21.2.0间接
PyPIwatchdog6.0.0间接
PyPIwatchfiles1.1.1间接
PyPIwebsockets16.0间接
PyPIwin32-setctime1.2.0间接
PyPIwrapt2.1.2间接
PyPIwsproto1.3.2间接
依赖安全公告 1

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 158 个包,其中也包含从不交付的开发与测试版本固定:1 个存在已知公告,0 个为直接依赖。 有 41 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
click8.3.1间接18.3.3

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
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          "headline": "🔖 Prepare the 0.32.9 release (#612)",
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          "is_bot": false,
          "headline": "🔖 Prepare the 0.32.8 release (#604)",
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          "is_bot": false,
          "headline": "🔖 Prepare the 0.32.7 release (#601)",
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          "body": "Bumps the python-minor-patch group with 3 updates: [hypothesis](https://github.com/HypothesisWorks/hypothesis), [pre-commit](https://github.com/pre-commit/pre-commit) and [ty](https://github.com/astral-sh/ty).\n\n\nUpdates `hypothesis` from 6.157.0 to 6.159.0\n- [Release notes](https://github.com/Hypoth\n[…]\ntch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Loïc Gremaud <loic.gremaud@grelinfo.ch>",
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          "headline": ":arrow_up: Bump the python-minor-patch group with 3 updates (#590)",
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          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.3.2 to 9.0.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/11f9893b081a58869d3b5fccaea48c9e9e46f990...c771a70e6277c0a99b617c7a806ffedaca235ff9)\n\n---\n[…]\njor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Loïc Gremaud <loic.gremaud@grelinfo.ch>",
          "is_bot": true,
          "headline": ":arrow_up: ci: Bump astral-sh/setup-uv from 8.3.2 to 9.0.0 (#589)",
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          "body": "Bumps the actions-minor-patch group with 3 updates: [actions/checkout](https://github.com/actions/checkout), [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish) and [github/codeql-action/upload-sarif](https://github.com/github/codeql-action).\n\n\nUpdates `actions/checkout` fr\n[…]\ntch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Loïc Gremaud <loic.gremaud@grelinfo.ch>",
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          "headline": ":arrow_up: ci: Bump the actions-minor-patch group with 3 updates (#588)",
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          "is_bot": false,
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          "headline": "🐛 Retry the k3s readiness probe while the container is not running (#…",
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          "headline": "🔖 Prepare the 0.32.5 release (#578)",
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          "is_bot": false,
          "headline": "🔧 Serve the docs from grelmicro.grel.info (#577)",
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          "is_bot": false,
          "headline": "🔒 Attest and verify build provenance on release (#575)",
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          "headline": "🔖 Prepare the 0.32.4 release (#573)",
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          "is_bot": false,
          "headline": "📝 Correct the cross-replica model for cron tasks (#572)",
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          "is_bot": false,
          "headline": "📝 Document the CircuitBreaker lifecycle and what the auto trace expor…",
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          "is_bot": false,
          "headline": "📝 Document how to republish the docs without a release (#570)",
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        {
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          "body": "* 👷 Deploy release docs through GitHub Pages OIDC\n\nClaude-Session: https://claude.ai/code/session_01WbksbSsVH3wm9HaYeJt64b\n\n* 👷 Add an on-demand docs deploy and share it with the release\n\nClaude-Session: https://claude.ai/code/session_01WbksbSsVH3wm9HaYeJt64b",
          "is_bot": false,
          "headline": "👷 Deploy release docs through GitHub Pages OIDC (#569)",
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          "is_bot": false,
          "headline": "📝 Document the missing required check failure mode (#568)",
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          "is_bot": false,
          "headline": "🔖 Prepare the 0.32.3 release (#567)",
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          "is_bot": false,
          "headline": "🐛 Bound the cache cleanup sweep and log its failures (#566)",
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          "headline": "🔖 Prepare the 0.32.2 release (#565)",
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          "body": "* ✨ Add CircuitBreaker.keyed for per-tenant circuits\n\nClaude-Session: https://claude.ai/code/session_01WbksbSsVH3wm9HaYeJt64b\n\n* 📝 State the real shared-backend key lifetime for per-key circuits\n\nClaude-Session: https://claude.ai/code/session_01WbksbSsVH3wm9HaYeJt64b\n\n* 🐛 Evict idle per-key circuits\n[…]\nde-Session: https://claude.ai/code/session_01WbksbSsVH3wm9HaYeJt64b\n\n* 🐛 Judge a circuit's stored lifetime by its own cool-down\n\nClaude-Session: https://claude.ai/code/session_01WbksbSsVH3wm9HaYeJt64b",
          "is_bot": false,
          "headline": "✨ Add CircuitBreaker.keyed for per-tenant circuits (#563)",
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          "is_bot": false,
          "headline": "📝 Fix the 0.32.0 anchor in the 0.32.1 changelog note (#564)",
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          "last_comment_at": null,
          "last_comment_author": null
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  "config": {
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  "source": {
    "url": "https://github.com/grelinfo/grelmicro",
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      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": "The weighted overall 71 is calibrated to 84 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
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            "raw": 71,
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            "calibration": "2026-08-02"
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      "inputs": {
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      "components": []
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    "categories": [
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        "key": "vitality",
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        "metrics": [
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            "key": "development_activity",
            "band": "good",
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            "note": null,
            "notes": [],
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
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                "key": "commit_volume",
                "name": "Commit volume",
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                "key": "openssf_scorecard_maintained",
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                "key": "ships_releases",
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
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                "status": "missed",
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                "max_points": 25
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              {
                "key": "watchers",
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": true,
              "has_issue_template": false,
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              "readme_badge_services": [],
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            "components": [
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                "key": "readme",
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                "points": 22.5,
                "status": "met",
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              {
                "key": "license",
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                "points": 22.5,
                "status": "met",
                "details": [
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                "key": "code_of_conduct",
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                "points": 0,
                "status": "missed",
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                "key": "issue_template",
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                "points": 0,
                "status": "missed",
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                "key": "pr_template",
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          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
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                  "components": [
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              {
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            "value": 57,
            "inputs": {
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              "monthly_downloads": 2596
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            "components": [
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                "status": "partial",
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                "status": "excluded",
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        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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        "weight": 0.23,
        "metrics": [
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                "key": "openssf_scorecard_contributors",
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                "points": 3,
                "status": "partial",
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                "max_points": 10
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            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
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            "value": 78,
            "inputs": {
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            "components": [
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                "points": 41.7,
                "status": "partial",
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                "key": "pr_acceptance",
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                "status": "excluded",
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            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
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            "inputs": {
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                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "excellent",
        "name": "Security",
        "value": 83,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 79,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: Passing",
                "points": 1.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/27 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 158 resolved dependencies against OSV; 41 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 158
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 41
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 158,
              "unassessed_packages": 41,
              "affected_by_severity": "high 1",
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": "exceptional",
            "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": 158,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "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": "good",
        "name": "AI Readiness",
        "value": 70,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.91,
              "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": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "81 of 89 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 81,
                      "sampled": 89
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 89,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "grelmicro/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.09
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "justfile"
                    }
                  }
                ],
                "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "grelmicro/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "grelmicro/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "9 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 9,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 73875,
              "source_files_sampled": 547,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (grelmicro/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "grelmicro/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/547 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 547,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "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? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 8,
        "network-service": 2
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "description",
          "label": "library",
          "source": "description:library",
          "weight": 2
        },
        {
          "tier": "tags",
          "label": "network-service",
          "source": "tag:microservice",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:grelmicro@0.34.1; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T15:25:47.526952Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/grelinfo/grelmicro.svg",
  "full_name": "grelinfo/grelmicro",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.5.0、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.