公开记录
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-31 09:59 UTC

Jebel-Quant / rhiza

A collection of reusable configuration templates for modern Python projects

Python自定义许可证★ 13 星标⑂ 5 复刻始于 2025年12月在 GitHub 上查看 ↗
类型库如何判定
#ci-cd#configuration-templates#automation#code-quality#devcontainer#developer-tools#docker#github-actions#linting#mkdocs#pytest#python#ruff#template#uv#rhiza

Jebel-Quant/rhiza 的健康指数为 100 分中的 93 分，处于「卓越」区间。 其得分最高的类别是Engineering Quality（100/100），最低的是Community & Adoption（45/100）。 最近一次更新在 1 天前。 近期的大部分工作由 1 位贡献者完成。

93
总分 / 100
卓越

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。

93
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 79 经校准后在公布的指数量表上为 93（记录校准 2026-08-02）。

所有权

Jebel Quant组织
24 关注者25 个公开仓库始于 2025年6月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIrhiza0.18.025,3797036 天前ciconfigurationrufftaskfiletemplates

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？

99卓越 · 占总体的 21%

开发活跃度

100卓越
评分方式
36/36推送新近度 — 最近一次推送于 1 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 1,746 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year1,746
human_commit_share0.72
days_since_last_push1
active_weeks_last_year52

发布纪律

98卓越
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 1 天前
27/27发布节奏 — 约每 2.3 天发布一次
8/10OpenSSF Scorecard：Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
所用输入
releases_count100
latest_release_tagv1.2.5
releases_from_tags否
days_since_latest_release1
mean_days_between_releases2.3

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？

45薄弱 · 占总体的 17%

流行度与采用

22存在风险
评分方式
17.5/60星标 — 13 个星标
5/25复刻 — 5 个复刻
0/15关注者 — 1 位关注者
所用输入
forks5
stars13
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

51中等
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件，但不是可识别的许可证
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges—
has_contributing否
has_issue_template否
has_code_of_conduct否
readme_badge_services—
has_pull_request_template是

生态采用（下载量）

73良好
评分方式
58.7/80月度下载量 — pypi 合计每月 25,379 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
packagesrhiza
dependents—
ecosystemspypi
total_downloads—
monthly_downloads25,379
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？

62中等 · 占总体的 23%

维护者韧性（巴士系数）

30存在风险
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
2.8/22.5提交分布 — 头号贡献者编写了 88% 的提交
8.1/13.5贡献者广度 — 6 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 5 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled6
top_contributor_share0.877

议题与 PR 响应能力

79良好
评分方式
41.8/42议题解决 — 100% 的议题已关闭
26.7/30PR 接受 — 已裁定的 PR 中 923/1,039 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 0/14 approved changesets -- score normalized to 0
所用输入
merged_prs923
open_issues2
closed_issues402
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.995
closed_unmerged_prs116
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。

所有权与托管责任

53中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
10.1/25所有者影响力 — Jebel-Quant 有 24 位关注者
12.5/25既往记录 — 25 个公开仓库，账户约 1 年
所用输入
followers24
owner_typeOrganization
is_verified—
owner_loginJebel-Quant
public_repos25
account_age_days408

软件包维护

100卓越
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 36 天前
20/20版本历史 — 70 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
packagesrhiza
ecosystemspypi
any_deprecated否
min_days_since_publish36

工程质量

基础的工程与文档实践是否到位？

100卓越 · 占总体的 19%

工程实践

100卓越
评分方式
24/24CI 工作流 — 14 个工作流
24/24存在测试
16/16Linter 配置 — ruff.toml
9.6/9.6Pre-commit 钩子
6.4/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config是

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://jebel-quant.github.io/rhiza/
10/10仓库描述
10/10主题标签 — 16 个主题标签
10/10Wiki
所用输入
topicsci-cd, configuration-templates, automation, code-quality, devcontainer, developer-tools, docker, github-actions, linting, mkdocs, pytest, python, ruff, template, uv, rhiza
has_wiki是
homepagehttps://jebel-quant.github.io/rhiza/
has_readme是
has_docs_dir是
has_description是

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？

90优秀 · 占总体的 16%

安全态势

87优秀
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practices — badge detected: InProgress
0/7.5Code-Review — Found 0/14 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.2/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 28 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 detected
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
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_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate8.7

依赖安全公告

100卓越
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages11
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:rhiza@0.18.0 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 11 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？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。

81优秀 · 占总体的 4%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — CLAUDE.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 72 次人类提交中有 65 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share0.903
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes9,437

验证循环（构建 / 测试 / 类型检查）

88优秀
评分方式
18/18一条命令的引导启动 — Makefile, bundles/core/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — ruff.toml
0/11静态类型检查
10/10可复现环境 — devcontainer, Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 62 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 28 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否
has_tests是
lockfilesuv.lock
has_dockerfile是
typed_language否
bootstrap_filesMakefile, bundles/core/Makefile
has_devcontainer是
has_linter_config是
typecheck_configs—
agent_commit_share0.62
toolchain_manifests—
dependency_bot_commit_share0.28

面向模型的代码可读性

55中等
评分方式
0/45可类型检查的代码 — Python，未配置类型检查
55/55可控的文件大小 — 采样的 77 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes38,502
source_files_sampled77
oversized_source_files0

关键数据

13GitHub 星标
6贡献者
1,746最近 12 个月提交数
1距最近推送天数
100发布版本数
1巴士系数（bus factor）
2开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

Star 与 Fork 历史 0 ★ / 5 ⇿
0Star
5Fork
70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。

12345512026-012026-032026-06
主版本 0次版本 13修订 56
OpenSSF Scorecard 8.7 / 10
8.7综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-07-31 09:59 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests23 out of 23 merged PRs checked by a CI test -- score normalized to 10
2CII-Best-Practicesbadge detected: InProgress
0Code-ReviewFound 0/14 approved changesets -- score normalized to 0
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 28 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 detected
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
全部依赖 未采集

本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

依赖安全公告 0

安装 pypi:rhiza@0.18.0 会引入 11 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "ci-cd",
        "configuration-templates",
        "automation",
        "code-quality",
        "devcontainer",
        "developer-tools",
        "docker",
        "github-actions",
        "linting",
        "mkdocs",
        "pytest",
        "python",
        "ruff",
        "template",
        "uv",
        "rhiza"
      ],
      "is_fork": false,
      "size_kb": 5769,
      "has_wiki": true,
      "homepage": "https://jebel-quant.github.io/rhiza/",
      "languages": {
        "Jinja": 516,
        "Shell": 16129,
        "Python": 429664,
        "Makefile": 48136,
        "Dockerfile": 3635
      },
      "pushed_at": "2026-07-30T03:29:50Z",
      "created_at": "2025-12-13T13:54:17Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-30T03:29:54Z",
      "description": "A collection of reusable configuration templates for modern Python projects",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://jqr.ae",
      "name": "Jebel Quant",
      "type": "Organization",
      "login": "Jebel-Quant",
      "company": null,
      "location": "United Arab Emirates",
      "followers": 24,
      "avatar_url": "https://avatars.githubusercontent.com/u/216716219?v=4",
      "created_at": "2025-06-17T12:49:51Z",
      "is_verified": null,
      "public_repos": 25,
      "account_age_days": 408
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.2.5",
          "kind": "patch",
          "published_at": "2026-07-30T03:35:51Z"
        },
        {
          "tag": "v1.2.4",
          "kind": "patch",
          "published_at": "2026-07-29T16:14:35Z"
        },
        {
          "tag": "v1.2.3",
          "kind": "patch",
          "published_at": "2026-07-29T13:37:09Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2026-07-20T10:41:20Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2026-07-17T05:19:48Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2026-07-16T13:56:12Z"
        },
        {
          "tag": "v1.1.3",
          "kind": "patch",
          "published_at": "2026-07-10T14:45:52Z"
        },
        {
          "tag": "v1.1.2",
          "kind": "patch",
          "published_at": "2026-07-10T06:16:53Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2026-07-09T08:49:33Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2026-07-09T06:14:21Z"
        },
        {
          "tag": "v1.0.3",
          "kind": "patch",
          "published_at": "2026-07-08T03:58:16Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2026-07-06T11:19:32Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2026-06-30T06:09:19Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2026-06-28T19:37:35Z"
        },
        {
          "tag": "v0.19.9",
          "kind": "patch",
          "published_at": "2026-06-28T12:59:40Z"
        },
        {
          "tag": "v0.19.8",
          "kind": "patch",
          "published_at": "2026-06-28T11:27:06Z"
        },
        {
          "tag": "v0.19.7",
          "kind": "patch",
          "published_at": "2026-06-27T15:34:41Z"
        },
        {
          "tag": "v0.19.6",
          "kind": "patch",
          "published_at": "2026-06-27T03:36:24Z"
        },
        {
          "tag": "v0.19.5",
          "kind": "patch",
          "published_at": "2026-06-24T08:30:23Z"
        },
        {
          "tag": "v0.19.4",
          "kind": "patch",
          "published_at": "2026-06-22T02:25:36Z"
        },
        {
          "tag": "v0.19.3",
          "kind": "patch",
          "published_at": "2026-06-16T12:49:12Z"
        },
        {
          "tag": "v0.19.2",
          "kind": "patch",
          "published_at": "2026-06-16T12:35:27Z"
        },
        {
          "tag": "v0.19.1",
          "kind": "patch",
          "published_at": "2026-06-15T09:37:43Z"
        },
        {
          "tag": "v0.19.0",
          "kind": "minor",
          "published_at": "2026-06-14T16:25:53Z"
        },
        {
          "tag": "v0.18.10",
          "kind": "patch",
          "published_at": "2026-06-12T20:23:56Z"
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          "headline": "chore(deps)(deps): bump the github-actions group with 7 updates (#1431)",
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          "headline": "chore: release v1.2.2",
          "author_name": "Thomas Schmelzer",
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          "oid": "6ca1aeaae401159e99ff0e494f9a262cd7185f5f",
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          "is_bot": false,
          "headline": "test: forbid deprecated License classifier in pyproject (#1430)",
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          "body": "PyPI has deprecated the `License ::` trove classifiers in favor of the\nSPDX `license` expression field, so the shipped pyproject test should no\nlonger insist on one.\n\n- Drop `test_license_classifier_present` from the tests bundle.\n- Remove the MIT `License ::` classifier from the root pyproject.\n- Modernize the root `license` field to the SPDX string form (`\"MIT\"`).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "chore: stop requiring deprecated License classifier (#1429)",
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          "headline": "chore(deps): lock file maintenance (#1428)",
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          "is_bot": false,
          "headline": "docs: add generated stats dashboard (#1427)",
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          "headline": "chore(deps): lock file maintenance (#1426)",
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          "body_truncated": false,
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        {
          "oid": "99cf49c23fb0df5ffe6f7cb837c2dda4cd1476d2",
          "body": "Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): update dependency typer to v0.27.0 (#1425)",
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          "author_login": "renovate[bot]",
          "committed_at": "2026-07-17T14:11:17Z",
          "body_truncated": false,
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          "oid": "d962b771728ff176965265596c6ef7bfe6a15f81",
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          "is_bot": true,
          "headline": "chore(deps): update pre-commit hook astral-sh/uv-pre-commit to v0.11.…",
          "author_name": "renovate[bot]",
          "author_login": "renovate[bot]",
          "committed_at": "2026-07-17T14:10:44Z",
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          "body": "…5.22 (#1422)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): update pre-commit hook astral-sh/ruff-pre-commit to v0.1…",
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          "author_login": "renovate[bot]",
          "committed_at": "2026-07-17T14:02:31Z",
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          "oid": "636ccc604f340150091b24a3a827fa4de76e6f62",
          "body": "…igest to 5a4612c (#1421)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): update gcr.io/oss-fuzz-base/base-builder-python docker d…",
          "author_name": "renovate[bot]",
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          "is_bot": false,
          "headline": "Delete .rhiza/make.d/releasing.mk (#1419)",
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          "is_bot": false,
          "headline": "chore: release v1.2.1",
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          "committed_at": "2026-07-17T05:14:53Z",
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          "body": "The reusable-workflow and configure-git-auth pins across the live\n.github/ workflows and the bundle stubs were stale (v0.18.6 / v0.19.9 /\nv1.1.3) — v1.2.0 was cut without refreshing them. Bump all 32 self-\nreferences to v1.2.1 so downstream consumers and the mother repo track\nthe release being published.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "ci: bump rhiza self-reference workflow and action pins to v1.2.1",
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          "committed_at": "2026-07-17T05:13:23Z",
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          "oid": "7a906d2cf8c33d1d870ca7c7f5af3127f070c3ed",
          "body": "Bump version 1.1.3 → 1.2.0 and add the CHANGELOG entry.\n\nHeadline: rhiza-tools is fully removed from the template and the CI\nPython-version matrix is now derived from pyproject classifiers by\nbuild-and-inspect-python-package (#1414, #1415, #1416). Also: sync/validate and\nreleasing de-CLI'd (#1408, #\n[…]\nndle removed (#1396), v* tags protected + required checks pinned (#1410).\n\nCo-authored-by: Thomas Schmelzer <thomas.s@yukkalab.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "chore: release v1.2.0 (#1417)",
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          "committed_at": "2026-07-16T13:48:09Z",
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          "oid": "432b341b86d182c23a94daf48d1be22ad8f7e56a",
          "body": "* chore: remove all rhiza-tools usage from the template\n\nrhiza-tools has been reduced to a single command; this removes every\n`uvx rhiza-tools` invocation from the Rhiza template and, per the\nretire-all-scanning decision, drops the dependency-vulnerability and\nsuppression gates.\n\n- CI Python matrix:\n[…]\nhored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Thomas Schmelzer <thomas.s@yukkalab.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "chore: remove all rhiza-tools usage from the template (#1415)",
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          "body": "…udit, analyze-benchmarks) (#1416)\n\n* chore: drop suppression-audit make target (rhiza-tools usage)\n\nThe suppression-audit target's only body was a uvx \"rhiza-tools>=0.8.1\"\ncall. Remove the target (and its .PHONY entry) plus the now-orphaned\ntest that asserted on it, as part of winding down rhiza-to\n[…]\ndme` target (keeps the prose-drift gate\n  green).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "* Initial plan\n\n* ci: derive matrix from BAIPP classifier output\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
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          "headline": "ci: derive reusable Python matrix from BAIPP classifiers (#1414)",
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          "body": "…de /release (#1411)\n\nVersion bumping and release tagging are now driven by the rhiza-claude\n`/release` command (bump pyproject.toml + regenerate CHANGELOG.md + tag\nlocally; push the tag to trigger rhiza_release.yml). rhiza-tools should\ncarry only headless CI/CD tools, so the developer-initiated bum\n[…]\npresentation, and completion scripts; point releasing at /release.\n\nRefs Jebel-Quant/rhiza-tools#327, Jebel-Quant/rhiza-tools#328.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "chore: drop make bump/release targets — releasing moves to rhiza-clau…",
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          "body": "…#1410)\n\n* security: pin required checks to GitHub Actions and protect v* tags\n\n- main-branch-protection: pin each required status check to the GitHub\n  Actions app (integration_id 15368) so a same-named status from another\n  app/integration cannot satisfy the merge gate.\n- tag-protection (new): tag\n[…]\n/rulesets/tag-protection.json: add (matches root)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "security: pin required checks to GitHub Actions and protect v* tags (…",
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          "oid": "1b1e28061199c97ec6be748701e44c09c4c104e2",
          "body": "* chore: de-CLI make sync/validate — drop the rhiza-cli dependency\n\nThe core make layer no longer shells out to `uvx \"rhiza==$VERSION\" ...`.\nInstead `make sync` and `make validate` runtime-fetch the stdlib scripts\nfrom a pinned rhiza-claude release and run them with `python3`:\n\n- add RHIZA_CLAUDE_RE\n[…]\nd-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "Bumps the github-actions group with 6 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [step-security/harden-runner](https://github.com/step-security/harden-runner) | `2.19.4` | `2.20.0` |\n| [github/codeql-action/init](https://github.com/github/codeql-action) | `4.36.3` | `4.37.0` |\n| [github\n[…]\nsion-update:semver-minor\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps)(deps): bump the github-actions group with 6 updates (#1409)",
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          "is_bot": true,
          "headline": "chore(deps): update dependency mypy to v2.3.0 (#1406)",
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          "committed_at": "2026-07-13T12:25:55Z",
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          "is_bot": true,
          "headline": "chore(deps): update pre-commit hook astral-sh/ruff-pre-commit to v0.1…",
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          "body": "…28 (#1405)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
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          "headline": "chore(deps): update pre-commit hook astral-sh/uv-pre-commit to v0.11.…",
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          "headline": "chore(deps): update dependency typer to v0.26.8 (#1407)",
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          "author_login": "renovate[bot]",
          "committed_at": "2026-07-13T10:35:22Z",
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          "oid": "d74a64d01e892acadf058b68418f961bd52f2ffa",
          "body": "…#1403)\n\nTemplate sync becomes on-demand only (`make sync` / `rhiza sync`); drop the\nwhole scheduled-sync feature:\n\n- delete the sync workflows: the reusable `.github/workflows/rhiza_sync.yml`,\n  the GitHub stub (`bundles/github/...`), and the GitLab stub\n  (`bundles/gitlab/.gitlab/workflows/rhiza_s\n[…]\nPAT section, and the\n  GitLab COMPARISON/README/TESTING pages)\n\nDownstream repos drop their auto-sync workflow on their next sync.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "chore: remove the automated rhiza_sync feature (sync is now manual) (…",
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          "headline": "chore(deps): lock file maintenance (#1402)",
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          "author_login": "renovate[bot]",
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          "body": "* Apply suggested fix to tests/utils/test_link_dogfood.py from Copilot Autofix\n\nCo-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com>\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\n\n* Fix relink() signature and test to resolve lowes\n[…]\nail.com>\nCo-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com>\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
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          "headline": "Potential fix for 1 code quality finding (#1401)",
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          "committed_at": "2026-07-11T18:27:03Z",
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          "oid": "a888fe7fe3536114c106cd1060ec92af6d956001",
          "body": "… Copilot Autofix (#1400)\n\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Apply suggested fix to tests/bundles/test_bundle_combinations.py from…",
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          "committed_at": "2026-07-11T13:22:46Z",
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          "headline": "Fix latent helper hazards and harden dogfood linking path (#1399)",
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          "body": "Signed-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix for Module is imported more than once (#1398)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-11T13:07:22Z",
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          "oid": "a9b53ca68f6cf557e93b18429f708c91a9cb5189",
          "body": "…d, git init commit, regex escape (#1395)\n\n* Initial plan\n\n* Fix Dockerfile CMD, CHANGELOG duplicate entry, lazy test sources, bundle names cache, NPX guard, git init commit, and regex escape\n\n* style: apply ruff autofixes (raw string prefix, dict comprehension formatting)\n\nCo-Authored-By: Claude Op\n[…]\n: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: Dockerfile CMD, CHANGELOG duplicate, lazy test sources, NPX guar…",
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          "author_login": "Copilot",
          "committed_at": "2026-07-11T12:54:48Z",
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          "oid": "9b5c3b7ad4b2325d044c7f27e81331c058f29d06",
          "body": "Signed-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix for Module is imported more than once (#1397)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-11T12:20:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6186f35d243afc5812de35aeeefe5bb3076ef4f3",
          "body": "Fully retire the `claude` bundle (already dropped from all profiles in\n#1392). It shipped Claude Code slash commands under `.claude/commands/`\nthat are no longer maintained here.\n\n- delete bundles/claude/ and the dogfooded root .claude/commands/\n- drop the claude bundle from .rhiza/template-bundles.\n[…]\nle path bundles/core/.rhiza/assets/.\n\nThe opt-in github/gitlab-quality-review bundles (headless claude CLI\nreview) are unaffected.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): remove the claude bundle and its slash commands (#1396)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-11T12:19:27Z",
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        {
          "oid": "8e6a8d48b98db05a10b7da67d26fac7ed54508c8",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.1.2 → 1.1.3",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:43:04Z",
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        {
          "oid": "966aee3c134eae7a816b9cadf16737d9ab9b80f9",
          "body": "* test(gitlab): validate GitLab CI templates without a GitLab host\n\nAdds tests/bundles/test_gitlab_ci.py, which assembles a gitlab-project (the\ndownstream sync closure) and exercises it three ways, closing the gap that let\nthe retired uv:*-bookworm image tag slip through GitHub-only CI:\n\n- test_pipe\n[…]\ns Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "test(gitlab): validate GitLab CI templates without a GitLab host (#1394)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:41:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "88d7e3e4d8437d7064de43fc09aa2610685e8c37",
          "body": "* fix(gitlab): use valid uv image tag 0.11.16-debian (was -bookworm)\n\nAstral no longer publishes OS-codename Docker tags (`-bookworm`) for uv\n0.11.16; the Debian image is now tagged `-debian`/`-trixie`. The old\n`ghcr.io/astral-sh/uv:0.11.16-bookworm` returns 404 on ghcr, breaking every\nGitLab CI job\n[…]\nfied the tag exists on\nghcr for python 3.11–3.14.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: repair stale uv Docker image tags (gitlab + docker bundles) (#1393)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:23:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "da1bd1ab14f64d98e885181ceba7687e290dd0a4",
          "body": "…oject profiles (#1392)\n\nThe claude bundle (Claude Code slash commands) is no longer included by\ndefault in the local, github-project, and gitlab-project profiles. It\nremains a standalone bundle (requires: core) that projects can adopt\nexplicitly. Docs (README profiles table, BUNDLE_TAXONOMY) updated to match.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): drop claude bundle from local/github-project/gitlab-pr…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T10:43:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1c7aba62090f1d8e2a0cd0022862e800986669a1",
          "body": "Adds a `make install-completions` convenience target that copies the\nbundled shell-completion scripts (.rhiza/completions/) into the user's\ncompletion directory, so `make <TAB>` works without manual setup.\n\n- New core fragment bundles/core/.rhiza/make.d/completions.mk (ships to\n  consumers via the c\n[…]\nE; SHELL_KIND scoping).\n\nUses its own `##@ Shell Completion` help section to satisfy the\none-section-per-fragment structure guard.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(make): add install-completions target (#1391)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T09:01:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b0748ea2ac6b1b0e3bbf76470b717427cf22a289",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.1.1 → 1.1.2",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T06:14:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "259a5e343e83789908a8c3d43962b2ac2897d90c",
          "body": "…lf-test downstream (#1390)\n\n* fix(tests): standardize git_repo fixture on `main`; stop syncing its self-test downstream (#1388)\n\nThe shared `git_repo` fixture hardcoded `master` in three places (remote\nHEAD, local checkout, push), the one spot in the template that disagreed\nwith rhiza's `main` stan\n[…]\nd-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tests): standardize git_repo fixture on main; stop syncing its se…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T06:04:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4c1561d3f88e6ed455c49d72bc860eee4782f096",
          "body": "The tests bundle shipped a self-contained, self-testing trio to every\nconsumer repo — the git_repo fixture (in conftest.py), its only consumer\ntest_git_repo_fixture.py, and test_utils.py (whose GIT export only the\nfixture used). None of it is usable by consumers: it exists purely to\ntest itself, so \n[…]\nres). Verified: relocated fixture test + bundle\nsuite pass (45 passed, 2 skipped); full tests/ tree collects cleanly\n(1341 tests).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: stop shipping the git_repo fixture in the tests bundle (#1389)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T05:33:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bb8e32006be6258ee8dcb4e3a9af47bed648fb8d",
          "body": "The `dogfood-symlinks` job was gated by\n`if: github.repository == 'jebel-quant/rhiza'`, so in every downstream\nconsumer of this reusable workflow it could only ever appear as a\npermanently-skipped job — pure noise in their CI job list.\n\nIts invariant (root dogfood copies are byte-identical symlinks \n[…]\nRemoving the job keeps the drift guard where it belongs (the test suite)\nand stops leaking a skipped job into downstream projects.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: drop mother-repo-only dogfood symlink guard from reusable CI (#1387)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T05:03:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a1a30d523526ce01bcf3b40b8c8a24b87be491e3",
          "body": "… bundle (#1386)\n\nThe /rhiza_* Claude Code slash commands lived in the required `core` bundle\n(rhiza_quality, rhiza_release, rhiza_update) and the `book` bundle (rhiza_book),\nforcing .claude/commands/* onto every downstream consumer regardless of whether\nthey use Claude Code. That is inconsistent wi\n[…]\nts/ 1332 passed; .rhiza/tests/ 46 passed/1 skipped; sync-self-check\nclean; template-bundles.yml validates against its JSON schema.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): extract Claude Code commands into a dedicated `claude`…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T04:48:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4474112f98e77161cf4d2ecbb0f909a96d07bb12",
          "body": "Docs / discoverability:\n- Move the LFS bundle doc from .rhiza/docs/LFS.md to docs/lfs/LFS.md so it\n  follows the same dogfood-symlink pattern as every other bundle doc and now\n  appears in the book (added to the Development nav in mkdocs.yml). This\n  changes where downstream consumers of the lfs bun\n[…]\nrise-sync / validate into a single parse-time IS_MOTHER_REPO\n  variable, so the origin regex lives in one place and git runs once.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: relocate LFS doc into the book + dedup Makefile fragments (#1385)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T04:04:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cc162bbe38291955e0aa5f3418c1bcfd10fbba24",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.1.0 → 1.1.1",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T08:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3d15a9e38c94077fc787a262086ffa9b3d3f729",
          "body": "…dead template (#1383) (#1384)\n\n* Chore: bump version 1.0.3 → 1.1.0\n\n* test: add missing docstring to TestGitlabImagePinning._gitlab_ci_yml\n\nRestores docstring coverage to 100% (interrogate gate).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(gitlab-ci): single-source uv image, cross-job caching, drop …",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T08:26:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c9178dbfd10c54310f9e0d2153e8400d0c210ed1",
          "body": "…) (#1382)\n\n* fix: self-provision ty/mypy in typecheck target (#1381)\n\nThe `typecheck` target invoked `ty` and `mypy` with bare `uv run`, which\nonly runs a tool already present in the project environment — it does not\nauto-install. Neither checker is a declared dependency, so on a clean CI\nrunner (`\n[…]\ncommand shape and no longer found the substrings.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: self-provision ty/mypy in typecheck + harmonize GitLab CI (#1381…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T07:57:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "94214b12ebb2747d52de8ab9e3601579495757f4",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.3 → 1.1.0",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T06:10:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e70e1069f3e3122457005272df6398feaf3db42",
          "body": "…1380)\n\n`.rhiza/requirements/*.txt` (shipped via the core/tests/marimo bundles and\npip-installed by `make install`) overlapped and diverged from pyproject's\n`[dependency-groups]`, and — because the shipped Makefiles ran `uv run <tool>` —\nit silently provisioned every downstream consumer too. Replace\n[…]\nct.py`.\n\nVerified: make test (1304), rhiza-test (46), docs-coverage (100%), typecheck,\ndeptry, fmt all green; uv.lock regenerated.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: remove .rhiza/requirements; provision tooling on the fly (#…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T06:09:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9b39ef22575141c4e11209afa98032102c778c1f",
          "body": "…o tests/ (#1379)\n\n* test: move rhiza-managed template tests out of the shipped bundle into tests/\n\nThe `.rhiza/tests` suite ships downstream via the `tests`/`github`/`lfs`\nbundles and runs in every consumer repo (`make rhiza-test`). Many of those\ntests only validate rhiza-managed template files — M\n[…]\n\n  explicitly; the test keeps running on Windows.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: move rhiza-managed template tests out of the shipped bundle int…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T05:26:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e0df519736ce21aeb9c382004dc307fdd5796ab1",
          "body": "… to rhiza-tools (#1378)\n\nThe suppression-audit and pip-audit tooling that lived in .rhiza/utils/*.py\nmoved into the rhiza-tools package (v0.8.0, #311) as first-class\n`rhiza-tools pip-audit` and `rhiza-tools suppression-audit` commands. Stop\nshipping the scripts from any bundle and call the CLI inst\n[…]\naims retained.\n- Update affected tests and docs (CLAUDE.md, SECURITY.md scope, CI_ENFORCEMENT,\n  GLOSSARY, rhiza_quality command).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: remove .rhiza/utils; delegate pip-audit & suppression-audit…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T04:53:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dae98a7946ff356ebc415db4f30e9fedb6f7335f",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.2 → 1.0.3",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-08T03:55:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "986dcfc92921f42978e591b532bd46d51ce5e6c1",
          "body": "…Rs/MRs (GitHub + GitLab) (#1376)\n\n* Add opt-in github-quality-review bundle (advisory Claude scorecard)\n\nIntroduce a new GitHub overlay bundle that runs the synced /rhiza_quality\ncommand via Claude Code on pull requests and posts an advisory scorecard as\na PR comment. It supplements — never replace\n[…]\n and the job does not error (still allow_failure)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add opt-in quality-review bundles: advisory Claude design review on P…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-08T03:50:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "72d7bd5ff080899624741cf2e72c7ca96d46645c",
          "body": "Bumps the github-actions group with 5 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [github/codeql-action/init](https://github.com/github/codeql-action) | `4.36.2` | `4.36.3` |\n| [github/codeql-action/analyze](https://github.com/github/codeql-action) | `4.36.2` | `4.36.3` |\n| [docker/login\n[…]\nsion-update:semver-patch\n  dependency-group: github-actions\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": "chore(deps)(deps): bump the github-actions group with 5 updates (#1375)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T06:21:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9298b23ea55079fdc576c527ac5ee8729babd917",
          "body": "…coverage (#1372, #1373) (#1374)\n\nReduce every C-or-worse cyclomatic-complexity block in the Python surface to B\nor better, and document why `make test` runs without a coverage number here.\n\n#1372 — complexity:\n- utils/link_dogfood.py: relink C(20)->B(9) by extracting _classify_dogfood\n  (per-file e\n[…]\n fmt, typecheck, validate (100% cov on .rhiza/utils), and\ntest (1194 passed) all green; radon shows no C-or-worse block remaining.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: eliminate C-ranked complexity blocks; document mother-repo …",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-07T04:20:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a68814fd3c916f5e55b3c43740ec332ff901ddf3",
          "body": "Harden the symlink dogfood model introduced on symlink-dogfood-bundles.\n\nCloses #1369: add tests/bundles/test_bundle_dogfood_symlinks.py — for every\ntracked root path with a bundle twin, assert it is either a documented\ncarve-out (a real file) or a symlink resolving into bundles/ byte-identical to\ni\n[…]\npo-only dogfood-symlinks CI job\nthat fails a PR which adds a bundle file (or lets a copy reappear) without\nrunning make sync-self.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(bundles): guard dogfood symlink invariant + CI drift check (#1371)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T13:55:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "749157d7a8115847da2f42d511edb49b098b0e79",
          "body": "…es (#1357)\n\nMake bundles/ the single source of truth for the mother repo's own\ndogfood files. 68 root files (.rhiza/**, .claude/commands/*, top-level\nMakefile/ruff.toml/cliff.toml/LICENSE/pytest.ini, etc.) are now relative\nsymlinks into their owning bundle, so editing the bundle file propagates\naut\n[…]\nf` to (re)create the links\n- add tests/bundles/test_bundle_github_sync.py for the .github copies\n- document the model in CLAUDE.md\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: dogfood bundles via symlinks instead of byte-identical copi…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T11:48:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "76e9bec5ac5ec09e016253ddc7a4431c53a10a0f",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.1 → 1.0.2",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
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        "closed_issues": 402,
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      "bus_factor": 1,
      "bot_contributors": 5,
      "top_contributors": [
        {
          "type": "User",
          "login": "tschm",
          "commits": 1086,
          "avatar_url": "https://avatars.githubusercontent.com/u/2046079?v=4"
        },
        {
          "type": "User",
          "login": "HarryCampion",
          "commits": 132,
          "avatar_url": "https://avatars.githubusercontent.com/u/40582604?v=4"
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        {
          "type": "User",
          "login": "markrichardson",
          "commits": 15,
          "avatar_url": "https://avatars.githubusercontent.com/u/5681211?v=4"
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        {
          "type": "User",
          "login": "gesta81",
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          "avatar_url": "https://avatars.githubusercontent.com/u/5859088?v=4"
        },
        {
          "type": "User",
          "login": "armaanPy",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/52916251?v=4"
        },
        {
          "type": "User",
          "login": "cottrellashley",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/97458555?v=4"
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      ],
      "contributors_sampled": 6,
      "top_contributor_share": 0.877
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    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "rhiza_benchmark.yml",
        "rhiza_book.yml",
        "rhiza_ci.yml",
        "rhiza_codeql.yml",
        "rhiza_devcontainer.yml",
        "rhiza_docker.yml",
        "rhiza_fuzzing.yml",
        "rhiza_marimo.yml",
        "rhiza_mutation.yml",
        "rhiza_paper.yml",
        "rhiza_quality_review.yml",
        "rhiza_release.yml",
        "rhiza_scorecard.yml",
        "rhiza_weekly.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "ruff.toml"
      ],
      "has_editorconfig": true,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
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      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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          {
            "name": "Branch-Protection",
            "score": 8,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 2,
            "reason": "badge detected: InProgress",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/14 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 5 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 10,
            "reason": "project is fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 9,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
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            "reason": "30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 9,
            "reason": "dependency not pinned by hash detected -- score normalized to 9",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
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            "reason": "5 out of the last 5 releases have a total of 5 signed artifacts.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
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            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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      "has_dependabot_config": true
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      "collected": true,
      "ci_last_run_at": "2026-07-30T03:31:55Z",
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      "last_merged_pr_at": "2026-07-30T02:56:00Z",
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          "created_at": "2025-12-13T14:27:59Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1267,
          "created_at": "2026-06-18T07:22:52Z",
          "last_comment_at": null,
          "last_comment_author": null
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      ]
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  "source": {
    "url": "https://github.com/Jebel-Quant/rhiza",
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    "owner": "Jebel-Quant"
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      "key": "overall",
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      "name": "Overall health",
      "note": "The weighted overall 79 is calibrated to 93 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
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            "raw": 79,
            "calibrated": 93,
            "calibration": "2026-08-02"
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    "categories": [
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        "metrics": [
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            "notes": [],
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                "key": "commit_volume",
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                "key": "openssf_scorecard_maintained",
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            ]
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            "key": "release_discipline",
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                "name": "Release cadence",
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            "key": "abandonment",
            "band": "exceptional",
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            "inputs": {
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        ],
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        "key": "community",
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        "weight": 0.17,
        "metrics": [
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            "key": "popularity",
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            "notes": [],
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            "inputs": {
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              "watchers": 1,
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              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
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                "key": "stars",
                "name": "Stars",
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                "points": 17.5,
                "status": "partial",
                "details": [
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                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "5 forks",
                "points": 5,
                "status": "partial",
                "details": [
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                    "code": "forks",
                    "params": {
                      "count": 5
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
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            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
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                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 73,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 25379
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "25,379 downloads/month across pypi",
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                "status": "partial",
                "details": [
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                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                "max_points": 20
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 62,
        "weight": 0.23,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "bus_factor",
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                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
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                  }
                ],
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              },
              {
                "key": "commit_distribution",
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              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "6 contributors",
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                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "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": 79,
            "inputs": {
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              "prs_merged_7d": null,
              "prs_decided_7d": null,
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              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 41.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 100
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                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "923/1039 decided PRs merged",
                "points": 26.7,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "followers": 24,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Jebel-Quant",
              "public_repos": 25,
              "account_age_days": 408
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "24 followers of Jebel-Quant",
                "points": 10.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 24,
                      "login": "Jebel-Quant"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "25 public repos, account ~1 yr old",
                "points": 12.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 25
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "rhiza"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 36
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 36 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 36
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "70 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 70
                    }
                  }
                ],
                "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": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "exceptional",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "14 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "ruff.toml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ci-cd",
                "configuration-templates",
                "automation",
                "code-quality",
                "devcontainer",
                "developer-tools",
                "docker",
                "github-actions",
                "linting",
                "mkdocs",
                "pytest",
                "python",
                "ruff",
                "template",
                "uv",
                "rhiza"
              ],
              "has_wiki": true,
              "homepage": "https://jebel-quant.github.io/rhiza/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://jebel-quant.github.io/rhiza/",
                "points": 15,
                "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": "16 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 16
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "excellent",
        "name": "Security",
        "value": 90,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "excellent",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 8.7
            },
            "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": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "23 out of 23 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: InProgress",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 28 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 detected",
                "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": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "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): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:rhiza@0.18.0 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:rhiza@0.18.0",
                  "assessed": 11
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              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 11,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "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": 11,
              "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"
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              "commit_weight_rule": {
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                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 7
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 81,
        "weight": 0.04,
        "metrics": [
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            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
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              "agent_instruction_max_bytes": 9437
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "65 of 72 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 65,
                      "sampled": 72
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": true,
              "has_linter_config": true,
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              "agent_commit_share": 0.62,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.28
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, bundles/core/Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "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": "ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "62 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 62,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "28 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 28,
                      "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": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 38502,
              "source_files_sampled": 77,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/77 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 77,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T09:59:56.198477Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/Jebel-Quant/rhiza.svg",
  "full_name": "Jebel-Quant/rhiza",
  "license_state": "custom",
  "license_spdx": null
}

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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 v2.3.1、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.