Öffentliches Register
Software-GesundheitsberichtSchema 0.30.0 · Metriken 2.5.0 · 2026-08-04 00:03 UTC

0xSteph / pentest-ai-agents

Turn Claude Code into your offensive security research assistant. Specialized AI subagents for authorized penetration testing plan engagements, analyze recon, research exploits, build detections, audit STIGs, and write reports.

ShellMIT★ 2.067 Sterne⑂ 400 Forksseit März 2026Auf GitHub ansehen ↗

0xSteph/pentest-ai-agents erreicht einen Gesundheitsindex von 53 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (72/100) ab, am schwächsten bei Sustainability & Governance (18/100). Zuletzt vor 42 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

53
gesamt / 100
Mittel

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

53
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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.

Der gewichtete Gesamtwert 52 wird auf der veröffentlichten Indexskala auf 53 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

StevePersönliches Konto
200 Follower6 öffentliche Reposseit Nov. 2025

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Metriken nach Kategorie

Vitalität

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

52Mittel · 21 % des Gesamtindex
Wie die Bewertung erfolgt
18/36Push-Aktualität — letzter Push vor 42 Tagen
4.2/36Commit-Rhythmus — 6/52 Wochen mit Commits
15.3/18Commit-Volumen — 50 Commits im letzten Jahr
1/10OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
Verwendete Eingangsdaten
commits_last_year50
human_commit_share1
days_since_last_push42
active_weeks_last_year6
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 1 Releases veröffentlicht
27/36Release-Aktualität — letztes Release vor 92 Tagen
12.6/27Release-Rhythmus — Rhythmus unbekannt (nur ein Release)
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count1
latest_release_tagv3.2.0
releases_from_tagsnein
days_since_latest_release92
mean_days_between_releases
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

67Gut · 17 % des Gesamtindex
Wie die Bewertung erfolgt
53.8/60Stars — 2.067 Stars
21.7/25Forks — 400 Forks
6.8/15Watcher — 18 Watcher
Verwendete Eingangsdaten
forks400
stars2.067
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges5
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
readme_badge_servicesshields.io
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

18Kritisch · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
0/42Issue-Lösungsquote — 0 % der Issues geschlossen
0/30PR-Annahme — 0/6 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs0
open_issues2
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0
closed_unmerged_prs6
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
16.6/25Reichweite des Inhabers — 200 Follower von 0xSteph
7.5/25Kontohistorie — 6 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers200
owner_typeUser
is_verified
owner_login0xSteph
public_repos6
account_age_days253
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

72Gut · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://pentestai.xyz/
10/10Repository-Beschreibung
10/10Topics — 18 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsai-agents, ai-security, bug-bounty, claude-code, ctf, cybersecurity, ethical-hacking, infosec, kali-linux, mitre-attack, offensive-security, oscp, penetration-testing, pentest, pentesting, red-team, security-automation, security-tools
has_wikinein
homepagehttps://pentestai.xyz/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

65Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
0/2.5CI-Tests — keine Daten
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0.8/7.5Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
0/5Packaging — keine Daten
5/5Pinned-Dependencies — all dependencies are pinned
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate6,5
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, ci_tests, packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

37Schwach · 4 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
39.5/40Lesbare Commit-Historie — 37 von 50 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,74
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 50
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfileja
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Shell ohne Typprüfungs-Konfiguration
0/55Handhabbare Dateigrößen — keine Quelldateien erkannt
Verwendete Eingangsdaten
primary_languageShell
largest_source_bytes
source_files_sampled0
oversized_source_files0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Handhabbare Dateigrößen. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_files

Eckdaten

2.067GitHub-Sterne
1Mitwirkende
50Commits, letzte 12 Monate
42Tage seit letztem Push
1Releases
1Bus-Faktor
2offene Issues
Paket-Ökosysteme

Warnungen zur Datenerhebung

  • 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

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 400 ⇿
0Sterne
400Forks
1Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

0100200300400398332026-032026-052026-08
Major 0Minor 1Patch 0
OpenSSF Scorecard 6.5 / 10
6.5Gesamtwert

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 · 2026-08-04 00:03 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
k. A.CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
1Maintained2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
k. A.Packagingpackaging workflow not detected
10Pinned-Dependenciesall dependencies are pinned
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
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

JSON-Rohbericht maschinenlesbar
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          "is_bot": false,
          "headline": "feat: v3.2 release with 4 new agents, hardened scope-guard, findings …",
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          "is_bot": false,
          "headline": "docs: land 8 docs in docs/ to fix broken README links",
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          "headline": "chore: decouple agents repo from MCP submodule, remove website leftovers",
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          "headline": "chore: bump pentest-ai submodule for v3 Phase 5/6 (set_intensity, not…",
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          "is_bot": false,
          "headline": "refactor: move website and platform to pentestai-private repo",
          "author_name": "0xSteph",
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          "is_bot": false,
          "headline": "feat: scan line cursor, SEO overhaul, pricing redesign, ICM restructure",
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          "author_login": "0xSteph",
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          "headline": "security: fix pre-push findings before making repo public",
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          "is_bot": false,
          "headline": "feat: pricing pivot - free OSS + Enterprise $499/mo for teams",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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          "headline": "docs: clean up README, remove redundancy and marketing fluff",
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          "author_login": "0xSteph",
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          "author_name": "0xSteph",
          "author_login": "0xSteph",
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          "is_bot": false,
          "headline": "Add enterprise features: compliance mapping, integrations (Jira/GitHu…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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          "is_bot": false,
          "headline": "v0.3.0: SaaS platform - Supabase schema with RLS, auth pages, full da…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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          "body": null,
          "is_bot": false,
          "headline": "v0.2.2: Add mouse repulsion and glow to particle animation",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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          "is_bot": false,
          "headline": "v0.2.1: Add logo favicon to browser tab and nav bar",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-04T08:44:45Z",
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        },
        {
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          "is_bot": false,
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          "is_bot": false,
          "headline": "feat: enhance structured data and fix malformed JSON-LD schemas",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-02T04:01:44Z",
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          "is_bot": false,
          "headline": "feat: add findings database for persistent engagement storage",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-31T16:13:33Z",
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          "body": "Adds a --lite flag to install.sh that switches 10 advisory-only agents\nto Haiku for lower token cost while keeping Tier 2 execution agents on\nSonnet. Includes docs/TOKEN-OPTIMIZATION.md with usage estimates, model\nrouting guidance, and conversation hygiene tips. New FAQ entry in README.",
          "is_bot": false,
          "headline": "feat: add --lite install mode and token optimization guide",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-31T04:12:50Z",
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        },
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          "is_bot": false,
          "headline": "feat: v3.0.0 - 5 new agents, autonomous exploit chaining, PoC validat…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-30T20:18:55Z",
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          "is_bot": false,
          "headline": "feat: add provider-agnostic local GPU support via OpenCode/Crush adapter",
          "author_name": "0xSteph",
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          "is_bot": false,
          "headline": "feat: v2.0.0 - 6 new agents, install script, semantic versioning, SEO",
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          "is_bot": false,
          "headline": "feat: add Tier 2 execution mode to recon-advisor agent",
          "author_name": "0xSteph",
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          "body": "Addresses community feedback: differentiation from HexStrike/CAI,\nAnthropic acceptable use concerns, Docker/Kali sandbox workflow,\nand guidance for new security professionals.",
          "is_bot": false,
          "headline": "docs: add FAQ, competitor comparison, container guide, and SCA use case",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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        },
        {
          "oid": "4ff109e223d523f232e8ae140ff75591a787c100",
          "body": "INSTALL.md now opens with a step-by-step walkthrough covering\naccount creation, Node.js setup, CLI installation, authentication,\nand first-run verification. Includes a troubleshooting table for\ncommon setup issues. Links added from README and landing page.",
          "is_bot": false,
          "headline": "docs: add getting started guide for first-time Claude users",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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        },
        {
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          "body": "Clean up phrasing in agent descriptions, examples, docs, and\nlanding page for better readability and consistency.",
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          "headline": "docs: tighten wording and fix punctuation across project",
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          "is_bot": false,
          "headline": "docs: add data privacy guide and LLM data handling section",
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          "is_bot": false,
          "headline": "feat: improve landing page SEO, navigation, and usability",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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          "is_bot": false,
          "headline": "Expand to 17 agents with 7 new specialist areas",
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          "body": "- Replace 69 instances of AI-style \" -- \" with natural punctuation\n  across all agent and example markdown files\n- Tone down particle network transitions (slower color shifts,\n  gentler warp, cooldown between section flashes)\n- Add SEO: JSON-LD structured data, canonical URL, Twitter cards,\n  expanded meta keywords, robots directive\n- Fix landing page copy for natural reading",
          "is_bot": false,
          "headline": "Clean up punctuation and improve landing page SEO",
          "author_name": "0xSteph",
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          "headline": "Improve readability of README.md",
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          "is_bot": false,
          "headline": "Crop black bars from README banner",
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          "committed_at": "2026-03-28T23:03:13Z",
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          "is_bot": false,
          "headline": "Update banner and social images — timeless branding without agent count",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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          "headline": "Remove outdated images referencing 6 agents",
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        },
        {
          "oid": "966dd788ff924b8d6f4676a672fffea4acf5de42",
          "body": "New agents:\n- ctf-solver: HackTheBox, TryHackMe, competitive CTF methodology\n- cloud-security: AWS/Azure/GCP pentesting, IAM escalation, container escape\n- privesc-advisor: Linux and Windows privilege escalation with GTFOBins/LOLBAS\n- api-security: OWASP API Top 10, JWT attacks, GraphQL, OAuth explo\n[…]\nux, macOS, Windows WSL)\n- New use cases section (internal pentest, cloud assessment, CTF, compliance, purple team)\n- Updated architecture diagram with all 10 agents\n- Agent capabilities block expanded",
          "is_bot": false,
          "headline": "Expand to 10 agents — add CTF, cloud, privesc, and API security",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
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            "components": [
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                "key": "ships_releases",
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                "max_points": 27
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              {
                "key": "release_recency",
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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            "inputs": {
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                    "code": "abandonment_unverified",
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                "max_points": 100
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      {
        "key": "community",
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          {
            "key": "popularity",
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            "note": null,
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                "key": "stars",
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                "details": [
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                    "code": "stars",
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                "max_points": 60
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              {
                "key": "forks",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_pull_request_template": false
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                "key": "license",
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                "points": 22.5,
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                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                "max_points": 22.5
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                "key": "contributing_guide",
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                "key": "pr_template",
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        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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            "key": "maintainer_resilience",
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            "components": [
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                "key": "bus_factor",
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                "max_points": 54
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                "key": "commit_distribution",
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                "key": "contributor_breadth",
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
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                "status": "missed",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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              {
                "code": "weights_renormalized",
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            "value": 1,
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                    "code": "issues_closed_share",
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                "max_points": 42
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              {
                "key": "pr_acceptance",
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 30
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              {
                "key": "newcomer_pr_acceptance",
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                    "code": "no_newcomer_prs",
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                ],
                "max_points": 13
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              {
                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
            "key": "stewardship",
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            "notes": [
              {
                "code": "excluded_no_data",
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              {
                "code": "weights_renormalized",
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            ],
            "value": 43,
            "inputs": {
              "followers": 200,
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
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                "details": [
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                    "code": "owner_personal",
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                "max_points": 30
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              {
                "key": "verified_domain",
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                "status": "excluded",
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                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
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                ],
                "max_points": 25
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              {
                "key": "track_record",
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                    "code": "account_age_years",
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                "max_points": 25
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "weight": 0.19,
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            "value": 60,
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                "max_points": 24
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                "key": "tests_present",
                "name": "Tests present",
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                "points": 24,
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              {
                "key": "linter_config",
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                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
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                ],
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        ],
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              {
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            "value": 65,
            "inputs": {
              "source": "openssf_scorecard",
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                "key": "branch_protection",
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                "key": "cii_best_practices",
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                "key": "code_review",
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                "key": "contributors",
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              {
                "key": "dangerous_workflow",
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              },
              {
                "key": "license",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
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              {
                "key": "packaging",
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                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
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                "detail": "all dependencies are pinned",
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                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
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        "key": "ai_readiness",
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        "weight": 0.04,
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            "note": null,
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                "points": 0,
                "status": "missed",
                "details": [
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "legible_commit_history",
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                "points": 39.5,
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                "details": [
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                "max_points": 40
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          },
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            "band": "weak",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
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                "key": "one_command_bootstrap",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
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              },
              {
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "static_type_checking",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
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                "detail": "no agent-authored commits among the last 50",
                "points": 0,
                "status": "missed",
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                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
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                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
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              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "critical",
            "name": "Code legibility for models",
            "note": "Excluded from scoring (no data or not applicable): Manageable file sizes. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "manageable_file_sizes"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 1,
            "inputs": {
              "primary_language": "Shell",
              "largest_source_bytes": null,
              "source_files_sampled": 0,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Shell without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Shell"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "no source files detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_source_files",
                    "params": {}
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                ],
                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
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              },
              {
                "key": "runnable_examples",
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                "points": 40,
                "status": "met",
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                    "code": "file_list",
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                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
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      "labels": [],
      "scores": {},
      "primary": null,
      "evidence": [],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "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": "2026-08-04T00:03:30.217336Z",
  "schema_version": "0.30.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/0/0xSteph/pentest-ai-agents.svg",
  "full_name": "0xSteph/pentest-ai-agents",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.5.0, Schema v0.30.0 — vollständige Methodik · Metriken-Wiki.

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