Software-GesundheitsberichtSchema 0.27.0 · Metriken 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 Sterne⑂ 0 Forksseit Apr. 2026Auf GitHub ansehen ↗

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

CognitiveThoughtEngine/constitutional-agent-governance erreicht einen Gesundheitsindex von 61 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (81/100) ab, am schwächsten bei Community & Adoption (35/100). Zuletzt vor 8 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

gesamt / 100

Mittel

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien

Gut70-84Gesund; geringfügige Lücken

Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen

Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht

Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

CognitiveThoughtEngineOrganisation

1 Follower6 öffentliche Reposseit Apr. 2026

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

Registry	Paket	Version	Downloads / Monat	Versionen	Zuletzt veröffentlicht	Tags
PyPI	constitutional-agent	0.7.0	331	12	vor 8 Tagen	ai agents governance constitutional llm autonomy

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

72Gut · 22 % des Gesamtindex

Entwicklungsaktivität

60Mittel

Wie die Bewertung erfolgt

28.8/36	Push-Aktualität — letzter Push vor 8 Tagen
4.8/36	Commit-Rhythmus — 7/52 Wochen mit Commits
16.2/18	Commit-Volumen — 62 Commits im letzten Jahr
10/10	OpenSSF Scorecard: Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Verwendete Eingangsdaten

commits_last_year	62
human_commit_share	1
days_since_last_push	8
active_weeks_last_year	7

Release-Disziplin

90Exzellent

Wie die Bewertung erfolgt

27/27	Liefert Releases aus — 12 Releases veröffentlicht
36/36	Release-Aktualität — letztes Release vor 8 Tagen
27/27	Release-Rhythmus — ein Release etwa alle 11,2 Tage
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Verwendete Eingangsdaten

releases_count	12
latest_release_tag	v0.7.0
releases_from_tags	nein
days_since_latest_release	8
mean_days_between_releases	11,2

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

35Gefährdet · 18 % des Gesamtindex

Popularität & Verbreitung

1Kritisch

Wie die Bewertung erfolgt

0/60	Stars — 0 Stars
0/25	Forks — 0 Forks
0/15	Watcher — 0 Watcher

Verwendete Eingangsdaten

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

Community-Gesundheit

70Gut

Wie die Bewertung erfolgt

22.5/22.5	README
22.5/22.5	Lizenz — anerkannte Lizenz (MIT)
18/18	CONTRIBUTING-Leitfaden
0/13.5	Verhaltenskodex
0/7.2	Issue-Vorlage
0/6.3	PR-Vorlage

Verwendete Eingangsdaten

has_readme	ja
has_license	ja
has_contributing	ja
has_issue_template	nein
has_code_of_conduct	nein
has_pull_request_template	nein

Ökosystem-Verbreitung (Downloads)

42Gefährdet

Wie die Bewertung erfolgt

33.6/80	Downloads pro Monat — 331 Downloads/Monat über pypi
0/20	Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen

Verwendete Eingangsdaten

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

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

54Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

10Kritisch

Wie die Bewertung erfolgt

9/54	Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5	Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5	Breite der Beitragenden — 1 Beitragende
0/10	OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0

Verwendete Eingangsdaten

bus_factor	1
contributors_sampled	1
top_contributor_share	1

Reaktionsfähigkeit bei Issues & PRs

85Exzellent

Wie die Bewertung erfolgt

46.8/46.8	Issue-Lösungsquote — 100 % der Issues geschlossen
38.2/38.3	PR-Annahme — 7/7 entschiedene PRs gemergt
0/15	OpenSSF Scorecard: Code-Review — Found 0/21 approved changesets -- score normalized to 0

Verwendete Eingangsdaten

merged_prs	7
open_issues	0
closed_issues	1
issue_closed_ratio	1
closed_unmerged_prs	0

Eigentümerschaft & Trägerschaft

39Gefährdet

Wie die Bewertung erfolgt

30/30	Organisatorische Trägerschaft — im Besitz einer Organisation
0/20	Verifizierte Domain
2.2/25	Reichweite des Inhabers — 1 Follower von CognitiveThoughtEngine
6.8/25	Kontohistorie — 6 öffentliche Repos, Kontoalter ca. 0 Jahre

Verwendete Eingangsdaten

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

Paketpflege

100Exzellent

Wie die Bewertung erfolgt

25/25	Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35	Veröffentlichungsaktualität — letzte Veröffentlichung vor 8 Tagen
20/20	Versionshistorie — 12 veröffentlichte Versionen
20/20	Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen

Verwendete Eingangsdaten

packages	constitutional-agent
ecosystems	pypi
any_deprecated	nein
min_days_since_publish	8

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

81Gut · 20 % des Gesamtindex

Engineering-Praktiken

68Mittel

Wie die Bewertung erfolgt

24/24	CI-Workflows — 3 Workflow(s)
24/24	Tests vorhanden
0/16	Linter-Konfiguration
0/9.6	Pre-Commit-Hooks
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

Verwendete Eingangsdaten

has_ci	ja
has_tests	ja
has_editorconfig	nein
has_linter_config	nein
has_precommit_config	nein

Dokumentation

100Exzellent

Wie die Bewertung erfolgt

30/30	README
25/25	Dokumentationsverzeichnis
15/15	Dokumentations-/Homepage-Site — https://pypi.org/project/constitutional-agent/
10/10	Repository-Beschreibung
10/10	Topics — 10 Topics
10/10	Wiki

Verwendete Eingangsdaten

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

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

58Mittel · 16 % des Gesamtindex

Sicherheitslage

47Gefährdet

Wie die Bewertung erfolgt

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	Lizenz — 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

Verwendete Eingangsdaten

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	4,7

Abhängigkeits-Advisories

100Exzellent

Wie die Bewertung erfolgt

35/35	Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25	Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40	Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum

Verwendete Eingangsdaten

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

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:constitutional-agent@0.7.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 1 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

40Gefährdet · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

40Gefährdet

Wie die Bewertung erfolgt

0/45	Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15	Maschinenlesbare Doku (llms.txt)
40/40	Lesbare Commit-Historie — 58 von 62 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)

Verwendete Eingangsdaten

has_llms_txt	nein
legible_history_share	0,935
agent_instruction_files	—
agent_instruction_max_bytes	—

AI-Verify-Loop (Build / Test / Typprüfung)

36Gefährdet

Wie die Bewertung erfolgt

0/18	Bootstrap mit einem Befehl
22/22	Automatisierte Tests
0/11	Lint-/Format-Konfiguration
0/11	Statische Typprüfung
0/10	Reproduzierbare Umgebung
10/10	Belegte Agentenpraxis — 27 der letzten 62 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8	Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
4/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4

Verwendete Eingangsdaten

has_nix	nein
has_tests	ja
lockfiles	—
has_dockerfile	nein
typed_language	nein
bootstrap_files	—
has_devcontainer	nein
has_linter_config	nein
typecheck_configs	—
agent_commit_share	0,435
toolchain_manifests	—
dependency_bot_commit_share	0

AI-Code-Lesbarkeit für Modelle

52Mittel

Wie die Bewertung erfolgt

0/45	Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
52.4/55	Handhabbare Dateigrößen — 1/21 Quelldateien über 60 KB

Verwendete Eingangsdaten

primary_language	Python
largest_source_bytes	63.584
source_files_sampled	21
oversized_source_files	1

Maschinenlesbare AI-Schnittstellen

40Gefährdet

Wie die Bewertung erfolgt

0/40	API-Schema (OpenAPI/GraphQL/proto)
0/20	MCP-Server
40/40	Lauffähige Beispiele — examples

Verwendete Eingangsdaten

example_dirs	examples
has_mcp_signal	nein
api_schema_files	—

Eckdaten

0GitHub-Sterne

1Mitwirkende

62Commits, letzte 12 Monate

8Tage seit letztem Push

12Releases

1Bus-Faktor

0offene Issues

PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

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

Weitere Details

OpenSSF Scorecard 4.7 / 10

4.7Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).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

Direkte Abhängigkeiten 1

Registry	Paket	Versionsvorgabe	Manifest
PyPI	pyyaml	`>=6.0,<7`	pyproject.toml

Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Abhängigkeits-Advisories 0

Die Installation von pypi:constitutional-agent@0.7.0 zieht 1 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar

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          "tag": "v0.6.0",
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          "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"
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        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2026-04-09T23:36:14Z"
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        {
          "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"
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        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-04-08T23:52:08Z"
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        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-04-08T22:52:44Z"
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          "headline": "feat: add CLI demo via python -m constitutional_agent",
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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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              "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"
}

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