软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 22:18 UTC

CognitiveThoughtEngine / constitutional-agent-governance

The WHY layer for AI agents: six constitutional gates + 12 hard constraints, plus cross-session risk composition — catches agents that pass every individual gate but accumulate risk across a sequence (stateless engines can't). pip install constitutional-agent

PythonMIT★ 0 星标⑂ 0 复刻始于 2026年4月在 GitHub 上查看 ↗

#agent-governance #ai-governance #autonomous-agents #constitutional-ai #llm-agents #python #agentic-ai #ai-safety #eu-ai-act #risk-management

CognitiveThoughtEngine/constitutional-agent-governance 的健康指数为 100 分中的 61 分，处于「中等」区间。其得分最高的类别是Engineering Quality（81/100），最低的是Community & Adoption（35/100）。最近一次更新在 8 天前。近期的大部分工作由 1 位贡献者完成。

总分 / 100

中等

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。

优秀85-100堪称典范；基本满足所有检验标准

良好70-84健康；仅有轻微不足

中等50-69可接受，但存在明显不足；建议进行审查

存在风险30-49存在重大薄弱环节；采用时应保持审慎

危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

CognitiveThoughtEngine组织

1 关注者6 个公开仓库始于 2026年4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
PyPI	constitutional-agent	0.7.0	331	12	8 天前	ai agents governance constitutional llm autonomy

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？

72良好 · 占总体的 22%

开发活跃度

60中等

评分方式

28.8/36	推送新近度 — 最近一次推送于 8 天前
4.8/36	提交节奏 — 52 周中有 7 周有提交
16.2/18	提交量 — 最近一年 62 次提交
10/10	OpenSSF Scorecard：Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

所用输入

commits_last_year	62
human_commit_share	1
days_since_last_push	8
active_weeks_last_year	7

发布纪律

90优秀

评分方式

27/27	有发布版本 — 已发布 12 个发布版本
36/36	发布时效 — 最近一次发布版本于 8 天前
27/27	发布节奏 — 约每 11.2 天发布一次
0/10	OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.

所用输入

releases_count	12
latest_release_tag	v0.7.0
releases_from_tags	否
days_since_latest_release	8
mean_days_between_releases	11.2

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？

35存在风险 · 占总体的 18%

流行度与采用

1危急

评分方式

0/60	星标 — 0 个星标
0/25	复刻 — 0 个复刻
0/15	关注者 — 0 位关注者

所用输入

forks	0
stars	0
watchers	0
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

社区健康

70良好

评分方式

22.5/22.5	README
22.5/22.5	许可证 — 可识别的许可证（MIT）
18/18	CONTRIBUTING 指南
0/13.5	行为准则
0/7.2	议题模板
0/6.3	PR 模板

所用输入

has_readme	是
has_license	是
has_contributing	是
has_issue_template	否
has_code_of_conduct	否
has_pull_request_template	否

生态采用（下载量）

42存在风险

评分方式

33.6/80	月度下载量 — pypi 合计每月 331 次下载
0/20	注册表被依赖数 — 该生态系统不报告此项

所用输入

packages	constitutional-agent
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	331

已排除计分（无数据或不适用）：注册表被依赖数。其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

54中等 · 占总体的 24%

维护者韧性（巴士系数）

10危急

评分方式

9/54	巴士系数 — 1 位贡献者贡献了半数提交
0/22.5	提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5	贡献者广度 — 1 位贡献者
0/10	OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0

所用输入

bus_factor	1
contributors_sampled	1
top_contributor_share	1

议题与 PR 响应能力

85优秀

评分方式

46.8/46.8	议题解决 — 100% 的议题已关闭
38.2/38.3	PR 接受 — 已裁定的 PR 中 7/7 已合并
0/15	OpenSSF Scorecard：Code-Review — Found 0/21 approved changesets -- score normalized to 0

所用输入

merged_prs	7
open_issues	0
closed_issues	1
issue_closed_ratio	1
closed_unmerged_prs	0

所有权与托管责任

39存在风险

评分方式

30/30	所有权背书 — 组织持有
0/20	已验证域名
2.2/25	所有者影响力 — CognitiveThoughtEngine 有 1 位关注者
6.8/25	既往记录 — 6 个公开仓库，账户约 0 年

所用输入

followers	1
owner_type	Organization
is_verified	—
owner_login	CognitiveThoughtEngine
public_repos	6
account_age_days	110

软件包维护

100优秀

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 8 天前
20/20	版本历史 — 12 个已发布版本
20/20	未被弃用 — 活跃，未被弃用或撤回

所用输入

packages	constitutional-agent
ecosystems	pypi
any_deprecated	否
min_days_since_publish	8

工程质量

基础的工程与文档实践是否到位？

81良好 · 占总体的 20%

工程实践

68中等

评分方式

24/24	CI 工作流 — 3 个工作流
24/24	存在测试
0/16	Linter 配置
0/9.6	Pre-commit 钩子
0/6.4	.editorconfig
20/20	OpenSSF Scorecard：CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10

所用输入

has_ci	是
has_tests	是
has_editorconfig	否
has_linter_config	否
has_precommit_config	否

文档

100优秀

评分方式

30/30	README
25/25	文档目录
15/15	文档 / 主页站点 — https://pypi.org/project/constitutional-agent/
10/10	仓库描述
10/10	主题标签 — 10 个主题标签
10/10	Wiki

所用输入

topics	agent-governance, ai-governance, autonomous-agents, constitutional-ai, llm-agents, python, agentic-ai, ai-safety, eu-ai-act, risk-management
has_wiki	是
homepage	https://pypi.org/project/constitutional-agent/
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？

58中等 · 占总体的 16%

安全态势

47存在风险

评分方式

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5	CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/21 approved changesets -- score normalized to 0
0/2.5	Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	许可证 — license file detected
7.5/7.5	Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
2/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5	Vulnerabilities — 0 existing vulnerabilities detected

所用输入

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	4.7

依赖安全公告

100优秀

评分方式

35/35	直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25	间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40	没有长期未处理的公告 — 没有公告带有发布日期

所用输入

source	osv
advisories	0
affected_packages	0
assessed_packages	1
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

已排除计分（无数据或不适用）：没有长期未处理的公告。其余权重已重新归一化。比对的是 pypi:constitutional-agent@0.7.0 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 1 个软件包。未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。

40存在风险 · 占总体的 0%

AI 代理上下文与指引

40存在风险

评分方式

0/45	代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15	机器可读文档（llms.txt）
40/40	可读的提交历史 — 62 次人类提交中有 58 次说明了意图（结构化标题或解释性正文）

所用输入

has_llms_txt	否
legible_history_share	0.935
agent_instruction_files	—
agent_instruction_max_bytes	—

验证循环（构建 / 测试 / 类型检查）

36存在风险

评分方式

0/18	一条命令的引导启动
22/22	自动化测试
0/11	Lint / 格式化配置
0/11	静态类型检查
0/10	可复现环境
10/10	已体现的代理实践 — 最近 62 次提交中有 27 次由代理编写或署名代理
0/8	自动化维护 — 未观察到自动依赖更新
4/10	OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4

所用输入

has_nix	否
has_tests	是
lockfiles	—
has_dockerfile	否
typed_language	否
bootstrap_files	—
has_devcontainer	否
has_linter_config	否
typecheck_configs	—
agent_commit_share	0.435
toolchain_manifests	—
dependency_bot_commit_share	0

面向模型的代码可读性

52中等

评分方式

0/45	可类型检查的代码 — Python，未配置类型检查
52.4/55	可控的文件大小 — 采样的 21 个源文件中有 1 个超过 60KB

所用输入

primary_language	Python
largest_source_bytes	63,584
source_files_sampled	21
oversized_source_files	1

机器可读接口

40存在风险

评分方式

0/40	API 模式（OpenAPI/GraphQL/proto）
0/20	MCP 服务器
40/40	可运行示例 — examples

所用输入

example_dirs	examples
has_mcp_signal	否
api_schema_files	—

关键数据

0GitHub 星标

1贡献者

62最近 12 个月提交数

8距最近推送天数

12发布版本数

1巴士系数（bus factor）

0开放议题

PyPI软件包生态系统数

数据采集警告

GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

OpenSSF Scorecard 4.7 / 10

4.7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 · 2026-07-27 22:18 UTC

10	Binary-Artifacts	no binaries found in the repo
0	Branch-Protection	branch protection not enabled on development/release branches
10	CI-Tests	6 out of 6 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/21 approved changesets -- score normalized to 0
0	Contributors	project has 0 contributing companies or organizations -- score normalized to 0
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
4	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 4
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
10	Vulnerabilities	0 existing vulnerabilities detected

直接依赖 1

注册表	软件包	版本约束	清单文件
PyPI	pyyaml	`>=6.0,<7`	pyproject.toml

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:constitutional-agent@0.7.0 会引入 1 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

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    "activity": {
      "releases": [
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          "kind": "minor",
          "published_at": "2026-07-19T18:08:54Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2026-07-17T13:05:48Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2026-04-17T14:58:40Z"
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        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2026-04-12T11:41:17Z"
        },
        {
          "tag": "v0.4.0-beta3",
          "kind": "prerelease",
          "published_at": "2026-04-10T12:10:59Z"
        },
        {
          "tag": "v0.4.0-beta2",
          "kind": "prerelease",
          "published_at": "2026-04-10T12:02:32Z"
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        {
          "tag": "v0.4.0-beta",
          "kind": "prerelease",
          "published_at": "2026-04-09T23:52:56Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2026-04-09T23:36:14Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2026-04-09T23:21:37Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-04-09T22:58:00Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-04-08T23:52:08Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-04-08T22:52:44Z"
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      "recent_commits": [
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          "oid": "6adf69d0a0b7bcc3e552ed2e16bb7db2883aea8e",
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          "headline": "Merge pull request #28 from CognitiveThoughtEngine/release/v0.7.0-prep",
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        },
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          "oid": "6de7a4e2d6b4806e977d468e33787bf7e769ba22",
          "body": "… to the release\n\nMakes the finalized release-note claim ('the SHA-256 checksums are published with\nthe release') operationally true: release.yml uploads SHA256SUMS.txt and the wheel/\nsdist only as workflow artifacts, which are NOT auto-attached to the public release.\nStep 7 now requires downloading the release-checksums + release-dist artifacts from\nthe successful tag run and attaching them (plus recording the tag commit + run ID).",
          "is_bot": false,
          "headline": "release-prep: runbook step 7 — attach checksums + validated artifacts…",
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          "is_bot": false,
          "headline": "release-prep v0.7.0: set release date + finalize release notes",
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          "headline": "Merge pull request #27 from CognitiveThoughtEngine/release/v0.7.0-clo…",
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          "body_truncated": false,
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          "body": "…curacy\n\n- _reconstruct_version() now requires a POSITIVE, NON-BOOLEAN integer for a RATIFIED\n  record's constitution_version (int() coercion removed). Rejects True/float/None/str and\n  <=0 — any of which could reissue an existing version. Parameterized test over\n  [True, 1.5, 0, -1, None, 'not-an-i\n[…]\nd before persistence'\n  (key-name detection, not a guarantee about secrets under generic keys).\n\nLocal: 253 tests pass, ruff clean, mypy clean.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
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          "body": "…reconstruction\n\nTwo integrity corrections from the re-review at 5f5bd9dd:\n\n1. Rejection persistence is now atomic. The rejection path set status=REJECTED before\n   _finalize_amendment() wrote the durable record; a store-write failure left the proposal\n   terminal in memory with no decision record. \n[…]\nitignore\nalready excludes *.egg-info/, dist/, build/, sdist/ — nothing to remove.\n\nLocal: 247 tests pass (244 + 3 new), ruff clean, mypy clean.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "PR #26 re-review: atomic rejection persistence + fail-closed version …",
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          "body": "Secret-scrub of stored amendment changes (redact_secrets), atomic ledger\n(rollback on apply/store-write failure), monotonic version restore across\nrestart, terminal REJECTED status (no replay), registry id validation\n(empty/whitespace + canonical collision), callback-timeout wording +\nbounded_verifi\n[…]\name (crosswalk_fields_present_and_reviewed) + Article27Applicability,\nand reference-defaults wording. +21 regression tests (244 total passing).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
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          "body": "…t crosswalk; doc reconciliation (v0.7.0)\n\nTurns the governance thesis from recorded into enforced.\n\nA — Amendment protocol enforcement (new authority.py + constitution.py):\n- AuthorityRegistry (PROPOSER < RATIFIER < CONSTITUTIONAL_AUTHORITY), opaque\n  canonical principal ids, rejects a zero-root bo\n[…]\nt_amendment_authority.py, test_fria_article27.py); 223 pass.\n  Version bump 0.6.0 -> 0.7.0. BREAKING: ratification is enforced (see CHANGELOG).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: enforce amendment authority + separation of duties; FRIA-suppor…",
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          "body": "The six gates are memoryless — every vendor-neutral engine shipped in H1 2026\n(MS ACS, Galileo, Runlayer, NVIDIA OpenShell) is stateless the same way, and\nshares the blind spot: an agent can pass every individual gate yet be dangerous\nover a sequence.\n\nAdds the stateful layer:\n- composition module: \n[…]\nith it as the differentiator; ROADMAP v0.6.0; CHANGELOG.\n\n24 new tests (174 total), mypy strict + ruff clean. Backward compatible.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: cross-session risk composition (v0.6.0) (#25)",
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          "is_bot": false,
          "headline": "docs(examples): hrao_e_production_evidence — 19-retraction-ledger pat…",
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          "headline": "fix: update all counts and versions, add FRIA to changelog, bump to v…",
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          "body": "__main__.py is a CLI entry point with 0% coverage, dropping the total\nbelow the 95% fail-under gate. Exclude it via [tool.coverage.run] omit.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
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          "headline": "fix: exclude CLI entry point from coverage threshold",
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          "headline": "feat: add CLI demo via python -m constitutional_agent",
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          "body": "Replace 'missing from every open-source governance toolkit until now'\nwith 'complements identity and policy tools — does not replace them.'\nAligns with enterprise credibility guidance.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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          "headline": "README: soften vendor framing to 'complements' (reviewer feedback)",
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          "body": "Three ~40-50 line working examples showing how to wrap constitutional\nevaluation around node execution (LangGraph), agent step hooks (CrewAI),\nand on_tool_call lifecycle hooks (OpenAI Agents SDK). Each doc includes\ngate relevance table and links to FRIA/SECURITY docs.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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          "is_bot": false,
          "headline": "chore: promote v0.4.0b3 to v0.4.0 stable",
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          "body": "- Remove duplicate Constitution.fria_evidence() that shadowed PR #13 merge\n- Keep PR's fria.py module (FRIAEvidence, generate_fria_evidence, fria_summary, fria_narrative)\n- Rewrite TestFriaEvidence in test_constitution.py to match fria.py API\n- Auto-fix two ruff F401 (unused Optional in fria.py, unused FRIAEvidence in test_fria.py)\n- 160 tests passing, ruff clean, mypy strict",
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          "body": "FRIA (Fundamental Rights Impact Assessment) evidence generation from\nexisting governance gate and hard constraint evaluations:\n\n- src/constitutional_agent/fria.py: 6-category FRIA mapping\n  (safety, non-discrimination, privacy, human oversight,\n  transparency, accountability)\n- Constitution.fria_evi\n[…]\n,\nAutonomyGate → human oversight, GovernanceGate → transparency/accountability.\n\nCo-authored-by: Michael Saleme <mikes@example.com>\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
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                    "code": "topics_count",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 4.7
            },
            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "6 out of 6 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": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/21 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "16 commit(s) and 0 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 4",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:constitutional-agent@0.7.0 runtime dependency closure — what installing the published package pulls in — 1 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:constitutional-agent@0.7.0",
                  "assessed": 1
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 1,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 1,
              "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
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 40,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.935,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "58 of 62 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 58,
                      "sampled": 62
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.435,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "27 of the last 62 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 27,
                      "sampled": 62
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 4",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 63584,
              "source_files_sampled": 21,
              "oversized_source_files": 1
            },
            "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": "1/21 source files over 60KB",
                "points": 52.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 21,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T22:18:33.038791Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/CognitiveThoughtEngine/constitutional-agent-governance.svg",
  "full_name": "CognitiveThoughtEngine/constitutional-agent-governance",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置：汇总统计 — PyPI.

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