Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.30.0 · метрики 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 зірок⑂ 400 форківз бер. 2026 р.Переглянути на GitHub ↗

0xSteph/pentest-ai-agents має індекс здоров’я 53 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (72/100), найнижчий — Sustainability & Governance (18/100). Останнє оновлення було 42 дні тому. Більшість нещодавньої роботи виконує один учасник.

53
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).

53
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Зважений загальний бал 52 калібровано до 53 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

SteveОсобистий обліковий запис
200 підписників6 публічних репозиторіївз лист. 2025 р.

Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

52Помірний · 21% загального індексу
Як обчислюється оцінка
18/36Свіжість push — останній push 42 дн. тому
4.2/36Ритм комітів — 6/52 тижнів із комітами
15.3/18Обсяг комітів — 50 комітів за останній рік
1/10OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
Використані вхідні дані
commits_last_year50
human_commit_share1
days_since_last_push42
active_weeks_last_year6
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 1 релізів
27/36Свіжість релізів — останній реліз 92 дн. тому
12.6/27Ритм релізів — ритм невідомий (єдиний реліз)
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count1
latest_release_tagv3.2.0
releases_from_tagsні
days_since_latest_release92
mean_days_between_releases
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

67Добрий · 17% загального індексу
Як обчислюється оцінка
53.8/60Зірки — 2 067 зірок
21.7/25Форки — 400 форків
6.8/15Спостерігачі — 18 спостерігачів
Використані вхідні дані
forks400
stars2 067
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
readme_badges5
has_contributingні
has_issue_templateні
has_code_of_conductні
readme_badge_servicesshields.io
has_pull_request_templateні

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

18Критичний · 23% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
0/42Вирішення issue — закрито 0% issue
0/30Прийняття PR — злито 0/6 вирішених PR
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
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
Виключено з оцінювання (немає даних або не застосовно): newcomer_pr_acceptance. Залишкові ваги перенормовано.
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
16.6/25Охоплення власника — 200 підписників у 0xSteph
7.5/25Послужний список — 6 публічних репозиторіїв, вік облікового запису ~0 р.
Використані вхідні дані
followers200
owner_typeUser
is_verified
owner_login0xSteph
public_repos6
account_age_days253
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Інженерна якість

Чи наявні базові інженерні практики та документація?

72Добрий · 19% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 1 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://pentestai.xyz/
10/10Опис репозиторію
10/10Теми — 18 тем
0/10Wiki
Використані вхідні дані
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_wikiні
homepagehttps://pentestai.xyz/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

65Добрий · 16% загального індексу
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
0/2.5CI-Tests — немає даних
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
2.5/2.5Ліцензія — 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 — немає даних
5/5Pinned-Dependencies — all dependencies are pinned
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate6,5
Виключено з оцінювання (немає даних або не застосовно): branch_protection, ci_tests, packaging, signed_releases. Залишкові ваги перенормовано.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.

37Слабкий · 4% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
39.5/40Читабельна історія комітів — намір зазначено у 37 з 50 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,74
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile
0/10Підтверджена практика роботи з агентами — серед останніх 50 комітів немає створених агентом
5/8Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileтак
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Shell без конфігурації перевірки типів
0/55Керовані розміри файлів — файлів вихідного коду не виявлено
Використані вхідні дані
primary_languageShell
largest_source_bytes
source_files_sampled0
oversized_source_files0
Виключено з оцінювання (немає даних або не застосовно): Керовані розміри файлів. Залишкові ваги перенормовано.
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files

Ключові факти

2 067зірок GitHub
1контриб'юторів
50комітів за останні 12 місяців
42днів від останнього пушу
1релізів
1бас-фактор
2відкритих issue
пакетних екосистем

Попередження щодо збору даних

  • 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

Докладніше

Історія зірок і форків 0 ★ / 400 ⇿
0Зірки
400Форки
1Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

0100200300400398332026-032026-052026-08
Мажорні 0Мінорні 1Патчі 0
OpenSSF Scorecard 6.5 / 10
6.5сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-08-04 00:03 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-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
н/дCI-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
н/дPackagingpackaging workflow not detected
10Pinned-Dependenciesall dependencies are pinned
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Усі залежності не зібрано

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "ai-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"
      ],
      "is_fork": false,
      "size_kb": 1355,
      "has_wiki": false,
      "homepage": "https://pentestai.xyz/",
      "languages": {
        "Shell": 83385,
        "Dockerfile": 1793
      },
      "pushed_at": "2026-06-22T14:06:59Z",
      "created_at": "2026-03-28T15:21:59Z",
      "owner_type": "User",
      "updated_at": "2026-08-03T12:48:38Z",
      "description": "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.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Shell",
      "significant_languages": [
        "Shell"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Steve",
      "type": "User",
      "login": "0xSteph",
      "company": null,
      "location": null,
      "followers": 200,
      "avatar_url": "https://avatars.githubusercontent.com/u/245668117?v=4",
      "created_at": "2025-11-23T09:12:42Z",
      "is_verified": null,
      "public_repos": 6,
      "account_age_days": 253
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v3.2.0",
          "kind": "minor",
          "published_at": "2026-05-03T19:34:00Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "1ef99f21272d3d3516297ff1684cda29f1b33780",
          "body": "…ble external-sources",
          "is_bot": false,
          "headline": "ci: add .shellcheckrc — accept SC2155/SC2034 style in db helpers, ena…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-06-19T20:15:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a5da4d10b7ffcbe0749da7e47e56b0df3448fed",
          "body": "Plugin distribution: .claude-plugin/plugin.json + marketplace.json; agents moved to agents/, commands to commands/; install.sh keeps the curl path and now installs slash commands too.\n\n15 new agents (35 -> 50): ai-recon, code-auditor, crypto-analyzer, password-auditor, database-attacker, network-att\n[…]\n-e.\n\nCleanup for client delivery: removed CLAUDE.md and contributor scaffolding (CONTRIBUTING, CODEOWNERS, issue templates); fixed broken README/doc references; vendor-neutral ANTHROPIC_BASE_URL note.",
          "is_bot": false,
          "headline": "release: v3.3.0 - Claude Code plugin, 50 agents, hardened CI",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-06-19T20:12:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "504b2cccee8af20657631c0b7b1bd7e122eb20b1",
          "body": "…DB v2\n\nNew agents (35 total, up from 31):\n- c2-operator: Sliver/Mythic/Havoc/Cobalt Strike profile tuning,\n  beacon hygiene, redirector design, engagement burn checklists\n- container-breakout: Docker/K8s escape mechanics, runc/cri-o CVEs,\n  kubelet API attacks, RBAC abuse, admission controller bypa\n[…]\ned\n- migrate.sh handles v1 to v2 idempotently\n\nREADME:\n- Mermaid agent map showing recon, exploit, post-ex, defense, report\n  flow across all 35 agents\n- v3.2 changelog block, expanded Coverage matrix",
          "is_bot": false,
          "headline": "feat: v3.2 release with 4 new agents, hardened scope-guard, findings …",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-05-03T18:55:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c9b6b6b3e49a9c46a22f87c69a7132a8c58d2945",
          "body": "The README linked to docs/AGENT-GUIDE.md, TIER2-EXECUTION.md,\nTOKEN-OPTIMIZATION.md, DATA-PRIVACY.md, FINDINGS-DB.md, LOCAL-SETUP.md,\nCUSTOMIZATION.md, and CONTRIBUTING.md but those files were sitting on\nthe marketing site root rather than in this repo. Lands them where\nthe README expects.\n\nAlso fixes CHANGELOG header typo (pentest-ai → pentest-ai-agents).",
          "is_bot": false,
          "headline": "docs: land 8 docs in docs/ to fix broken README links",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-29T08:42:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "342f54e781b62f132e99ae2413434a483720d3ef",
          "body": null,
          "is_bot": false,
          "headline": "chore: dependabot, .gitattributes, CODEOWNERS, issue templates",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-28T10:25:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5dd9ae561cab6aa51cce6082f31f5a658f1874d",
          "body": null,
          "is_bot": false,
          "headline": "docs: add table of contents to README",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-28T09:35:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75936d5dfdfddcb70a875c1273b231265c2db422",
          "body": "VERSION file was at 3.0.0 while install.sh and CHANGELOG were at 3.1.0.\nBumping VERSION to match keeps the three sources consistent.\n\ninstall.sh install_db now copies db/doctor.sh into ~/.pentest-ai/bin/\nalongside findings/handoff/migrate. Re-run install.sh to refresh.\n\nSECURITY.md documents the res\n[…]\n-disclosure flow: GitHub Security\nAdvisory primary, security@pentestai.xyz backup. Defines scope (agents,\nslash commands, db helpers, install.sh) and out-of-scope (third-party\ntools the agents drive).",
          "is_bot": false,
          "headline": "chore: sync VERSION 3.1.0, ship doctor.sh in installer, add SECURITY.md",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-28T09:31:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19d8a5c346be371798c59c4d3c767ad63e9fa3b3",
          "body": "The repo's GitHub Pages site has been failing to build since the website\nwas moved to pentestai-private (commit 025a5b7), because Pages was still\nconfigured to look for docs/. The old build kept serving from April 4 and\nevery push triggered another failed build email.\n\nAdd a minimal docs/ with a .no\n[…]\nefreshes and JS-redirects to pentestai.xyz, with rel=canonical\npointing at the live site. Old links and indexed search results now resolve\ncorrectly instead of 404-ing or serving stale marketing copy.",
          "is_bot": false,
          "headline": "fix: redirect stale github.io page to pentestai.xyz",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-28T06:05:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2860eed12668f62a9aace0f59e21af01a39df1f9",
          "body": "…nts + tool audit\n\nThree new agents:\n- payload-crafter: msfvenom, Donut, custom loader patterns. Every payload\n  pairs with YARA + Sigma + SIEM detection content. Authorization gate\n  before any live-target generation.\n- reverse-engineer: Static analysis with Ghidra, Radare2, JadX, Binwalk.\n  Distin\n[…]\ne matrix mapping\n  categories to agents and underlying tools.\n- INSTALL.md updated for --tools and doctor.sh.\n- CHANGELOG entry for 3.1.0.\n- .gitignore picks up findings DB and evidence-file patterns.",
          "is_bot": false,
          "headline": "feat: v3.1 — payload-crafter, reverse-engineer, phishing-operator age…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-28T05:59:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9c43ef9cb4c37848f306575e0920aba10dc0e702",
          "body": "The installer now detects when it's piped from curl (no .claude/agents/ alongside it)\nand auto-clones the repo to a temp dir before continuing. Defaults to --global so\nthe one-liner just works without arguments.\n\nUser-facing change:\n  curl -fsSL https://raw.githubusercontent.com/0xSteph/pentest-ai-a\n[…]\nsh one-liner, demote clone-first to secondary\n- INSTALL.md: rewrite Method 1 around the one-liner, fold manual methods into one\n- .gitignore: ignore .claude/settings.json, graphify-out/, node_modules/",
          "is_bot": false,
          "headline": "feat: one-line install via curl|bash, self-bootstrapping installer",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-16T16:10:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1204811165027c4044d8ac91bc68ef29a2f5462a",
          "body": "Phase B of public/private repo restructure:\n- Remove pentest-ai/ submodule pointer (CLI lives in its own repo)\n- Delete duplicate agents/ directory (canonical lives at .claude/agents/)\n- Update install.sh to source agents from .claude/agents/\n- Delete website/SaaS leftovers (dashboard.html, function\n[…]\nd workflows (deploy-pages, deploy-saas, test) failing on every run since 2026-04-13\n- Delete opencode-setup.sh leftover\n- Rewrite CLAUDE.md for the agents-only repo\n- Update INSTALL.md path references",
          "is_bot": false,
          "headline": "chore: decouple agents repo from MCP submodule, remove website leftovers",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-16T15:20:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5e63b48a97a7e04adec5a0b68718d4151b19aafa",
          "body": "…ifications, multi-target)",
          "is_bot": false,
          "headline": "chore: bump pentest-ai submodule for v3 Phase 5/6 (set_intensity, not…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-16T13:44:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8862fa1eb8f6a657edd92c7fe62229bfcdb304b2",
          "body": null,
          "is_bot": false,
          "headline": "chore: update pentest-ai submodule to tool installer + test fixes",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-14T20:31:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0e0970d85e9702e34a6ef4477639d4e19cb31fd",
          "body": null,
          "is_bot": false,
          "headline": "chore: update pentest-ai submodule to security fix commit",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-14T18:56:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "025a5b720353ce2749d2fb997eb66ae220d1fca3",
          "body": "Removed docs/, saas-platform/, github-oauth-worker/, and .claude/reference/\nfrom this public repo. All website, SaaS platform, and auth worker code now\nlives in the private pentestai-private repo. This repo keeps only the\nopen-source agent files.",
          "is_bot": false,
          "headline": "refactor: move website and platform to pentestai-private repo",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-14T17:15:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d9a387609192eb18cf121024f71d1371fbfd6d4",
          "body": "- Replace crosshair cursor with scan line + coordinates display\n- Add OG/Twitter/JSON-LD structured data, fix noindex blocking Google\n- Visual separation for Enterprise (red) vs Managed Assessment (purple) pricing\n- Restructure project to layered context system (CLAUDE.md, CONTEXT.md, reference docs)\n- Add favicons and middleware for proper Content-Type headers\n- Slim PROJECT_MEMORY from 477 to 26 lines, extract to reference docs\n- Update sitemap with current dates",
          "is_bot": false,
          "headline": "feat: scan line cursor, SEO overhaul, pricing redesign, ICM restructure",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-14T16:51:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fdde66a96e711ad4fc9f9e4b4b2e4c43a1e4f11",
          "body": "- HIGH: escape fullName in welcome email HTML to prevent email-context XSS\n  when an attacker registers with a malicious display name\n- MEDIUM: require new_password on admin reset-password endpoint instead of\n  silently falling back to a hardcoded 'TempPass123!' default. Enforce 12+\n  char minimum.",
          "is_bot": false,
          "headline": "security: fix pre-push findings before making repo public",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-12T17:17:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf54c11dc08f51bfb17f1149590a10a5697efa3c",
          "body": "Landing page, dashboard, and Stripe integration updated to reflect OSS-first\npricing. Kills the $149/mo Pro CLI tier. Everything in the CLI is now free.\nEnterprise is positioned as the hosted team product (SSO, compliance, audit\nlogs, shared workspaces, white-label).\n\n- docs/index.html: pricing card\n[…]\nPRISE_PRICE_ID,\n  subscription notifications reworded to \"Enterprise Plan Activated\"\n- Sync dashboard.html and functions/api to repo root for Pages deploy\n- Update pentest-ai submodule to pivot commit",
          "is_bot": false,
          "headline": "feat: pricing pivot - free OSS + Enterprise $499/mo for teams",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-12T17:17:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7b6f276ce52ce0bf0e3a3dc2b20ce1a754a7ecd5",
          "body": null,
          "is_bot": false,
          "headline": "docs: clean up README, remove redundancy and marketing fluff",
          "author_name": "Steve",
          "author_login": "0xSteph",
          "committed_at": "2026-04-08T19:03:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f5313889a3c55d7566185e805878cee919df71c",
          "body": null,
          "is_bot": false,
          "headline": "docs: add banner linking to pentest-ai MCP server repo",
          "author_name": "Steve",
          "author_login": "0xSteph",
          "committed_at": "2026-04-04T19:19:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5bd7ee737285b3c332511c44dd7225ceb642a37",
          "body": "…, session management, CI/CD, test suite",
          "is_bot": false,
          "headline": "v0.3.1: Email verification, password reset, GitHub OAuth, JWT refresh…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-04T17:33:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bb9f908292fb17152b2b01636735853c226101e",
          "body": "…b/Slack/Teams), attack surface monitoring, purple teaming, MITRE ATT&CK, executive reports, LLM security testing, API spec import, white-label/partner, SLA tracking, data residency. Fix billing auth, XSS, PBKDF2 hashing, JWT expiration, toast notifications, email verification, password reset. Add enterprise pricing tier with all features.",
          "is_bot": false,
          "headline": "Add enterprise features: compliance mapping, integrations (Jira/GitHu…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-04T14:58:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30ef076db6cbfb9f9cbf0aeb7c0a7568994fac6a",
          "body": "…shboard, billing, team management, API keys",
          "is_bot": false,
          "headline": "v0.3.0: SaaS platform - Supabase schema with RLS, auth pages, full da…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-04T11:42:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51781654814b65ee46d0d0c5d7504aeb8696e0bd",
          "body": null,
          "is_bot": false,
          "headline": "v0.2.2: Add mouse repulsion and glow to particle animation",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-04T09:04:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cb2eec190a8760223a40356129ea0725048de3e",
          "body": null,
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17ad658fc9ce985db34324d92163f86984bec3e1",
          "body": null,
          "is_bot": false,
          "headline": "Add Cloudflare Pages auto-deploy workflow",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-04-04T06:53:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b6ca618bdfd46ba8f85fd38a8ef47eb5178912f",
          "body": "- Fix broken featureList JSON (extra quotes, whitespace issues)\n- Remove duplicate FAQ and WebPage schemas that created two </head> tags\n- Add SiteNavigationElement schema for section navigation\n- Add ItemList schema cataloging all 28 agents with descriptions\n- Add internal anchor links in footer for better page crawlability\n- Add microdata attributes to key HTML sections\n- Add significantLink array to WebPage schema",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5842520c16dc553120aeab36a62e9156ce30b6e3",
          "body": "- Zero-token-cost SQLite storage for hosts, services, vulns, creds, chains\n- Python sqlite3 fallback when CLI not available\n- Full CLI: init, add, update, list, get, stats, export, log commands\n- Handoff report generator for cross-session continuity\n- Integrated into 12 agents (recon, vuln-scanner, \n[…]\nr, report-generator, swarm-orchestrator, scope-guard)\n- Install via install.sh (skip with --no-db flag)\n- 43 unit tests + 12 integration tests (all passing)\n- Full documentation in docs/FINDINGS-DB.md",
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cda4bbc5b36858e52899c65596cca5b74d7f8565",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98c1f98b27a3ba19974ad989cc96af7790898cec",
          "body": "…ion, swarm orchestration, SEO overhaul\n\nAdd 5 new agents (28 total, 6 Tier 2):\n- exploit-chainer: autonomous multi-step exploit chain execution with gated pivots\n- poc-validator: automatic PoC generation and safe execution to eliminate false positives\n- swarm-orchestrator: coordinates all agents as\n[…]\nrds\n- Expanded structured data (JSON-LD) with featureList, WebPage schema, 10 FAQ entries\n- Added \"What's New in v3.0\" content section\n- 12 feature cards, 6 new agent cards, updated workflow and stats",
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "81156ff3c83ea0c7724c70e8c1fcfa4fd333a6d3",
          "body": "Add opencode-setup.sh that converts all 23 agents into OpenCode/Crush\ncustom commands for use with Ollama, LM Studio, vLLM, or any local model.\nNo cloud API required, no keyword filtering, no vendor lock-in.\n\nAdd docs/LOCAL-SETUP.md with hardware requirements, model recommendations,\nmulti-GPU setup, and API usage examples. Update README FAQ with local model\nand provider independence answers.",
          "is_bot": false,
          "headline": "feat: add provider-agnostic local GPU support via OpenCode/Crush adapter",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-30T19:17:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1189ec55d2ca5c17de3887558044c2c5269ac43",
          "body": "Add 6 new agents (23 total): vuln-scanner [T2], web-hunter [T2],\nad-attacker [T2], credential-tester, attack-planner, bug-bounty.\n4 agents now support Tier 2 execution mode (up from 1).\n\nAdd install.sh with interactive/CLI installer (global, project,\nuninstall, update, status). Add VERSION file, CHA\n[…]\nentestai.xyz SEO. Update landing page meta tags, structured data,\nagent cards, stats, workflow, and install section. Update README,\nINSTALL.md, and TIER2-EXECUTION.md for new agent count and features.",
          "is_bot": false,
          "headline": "feat: v2.0.0 - 6 new agents, install script, semantic versioning, SEO",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-30T19:08:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ea7841461a3b8226b11f1e0c7d5f149983ecf3e",
          "body": "Agents can now compose and execute reconnaissance commands directly,\nwith user approval on every command via Claude Code's permission system.\nTwo-layer safety: prompt-level scope enforcement + system-level permission gate.\n\nNew files:\n- agents/_scope-guard.md: shared scope enforcement prompt block\n-\n[…]\nC tagging,\n  evidence handling, safe defaults for nmap/dig/whois/curl/netcat\n- DISCLAIMER.md: Tier 1 vs Tier 2 distinction\n- README.md: execution demo, Tier 2 section, updated FAQ and comparison table",
          "is_bot": false,
          "headline": "feat: add Tier 2 execution mode to recon-advisor agent",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-30T04:40:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b45d2b42497c4b511655c147745af6eaab5b4293",
          "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",
          "committed_at": "2026-03-30T03:59:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "committed_at": "2026-03-29T20:13:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7bb1cee5f7eda9c1da47a9053d6658493c17951",
          "body": "Clean up phrasing in agent descriptions, examples, docs, and\nlanding page for better readability and consistency.",
          "is_bot": false,
          "headline": "docs: tighten wording and fix punctuation across project",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-29T20:04:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69b6362e3474784a447a4ddf90fa5a78b27cfb5e",
          "body": "- Add docs/DATA-PRIVACY.md covering data flow, redaction, API keys,\n  local models, air-gapped usage, and client communication template\n- Add Data Privacy section to DISCLAIMER.md addressing third-party\n  LLM processing concerns for professional engagements\n- Link data privacy doc in README documentation table\n- Add data privacy link to landing page footer",
          "is_bot": false,
          "headline": "docs: add data privacy guide and LLM data handling section",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-29T19:52:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "671056c67f0ed46ca677e171e25b059e5a2a599d",
          "body": "- Add sticky nav bar with mobile hamburger menu\n- Add stats bar (17 agents, 25+ tools, ATT&CK mapped, MIT)\n- Group agents by category with color-coded labels (offensive/defense/reporting)\n- Add interactive demo terminal showing recon-advisor in action\n- Add FAQ section with Google-rich-result schema\n[…]\n\n- Expand workflow pipeline (add OSINT and Escalate steps)\n- Add 3 new feature cards (Adapts to Your Level, Plain Markdown, Full Coverage)\n- README: add Quick Demo terminal block and agent count badge",
          "is_bot": false,
          "headline": "feat: improve landing page SEO, navigation, and usability",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-29T19:39:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4eab508231c2f6fa419dbe37c2181e6e883f3e28",
          "body": "New agents:\n- osint-collector: domain recon, email harvesting, breach data, social media\n- threat-modeler: STRIDE/DREAD analysis, attack trees, data flow diagrams\n- malware-analyst: reverse engineering, static/dynamic analysis, YARA rules\n- social-engineer: phishing campaigns, pretexting, vishing, p\n[…]\n categorized agent tables (Offensive, Defense, Reporting),\nexpanded workflow diagram, new use cases (Red Team, Mobile, IR), and\nupdated comparison table.\n\nUpdated landing page with all 17 agent cards.",
          "is_bot": false,
          "headline": "Expand to 17 agents with 7 new specialist areas",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-29T18:10:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c4163b51a30310c3c9742e4e39d167dc437f5453",
          "body": null,
          "is_bot": false,
          "headline": "Remove claude-flow tracking, update gitignore",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-29T13:13:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92829dd8beb2461db034586dee19c9a473f2956b",
          "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",
          "author_login": "0xSteph",
          "committed_at": "2026-03-29T08:05:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9fcc3cbba54f50b3cec1409c1c9dbbb2bfb6b27",
          "body": "Removed sentences for clarity.",
          "is_bot": false,
          "headline": "Improve readability of README.md",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-28T23:14:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b249a16ea61ed3b177ad4710dfa16ea96ddda8f2",
          "body": null,
          "is_bot": false,
          "headline": "Crop black bars from README banner",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-28T23:03:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5061555e275e14801cc4d5f2bb8acb93726ac41c",
          "body": null,
          "is_bot": false,
          "headline": "Update banner and social images — timeless branding without agent count",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-28T22:55:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc6fa45d12e7ab81e4da2402f09039fee1c74d1d",
          "body": null,
          "is_bot": false,
          "headline": "Remove outdated images referencing 6 agents",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-28T22:45:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "committed_at": "2026-03-28T22:43:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8cab9f23d7fd862045f670299f1125ef7258a753",
          "body": "…mages",
          "is_bot": false,
          "headline": "Add branding assets — banner, logo, social preview, and social post i…",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-28T17:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ad6d20bb63f69bb0dada540527f51126a586f86",
          "body": null,
          "is_bot": false,
          "headline": "Clean header — remove ASCII banner",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-28T15:25:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46b36ce880da2246d808710a7ae53bd15dbf97e7",
          "body": null,
          "is_bot": false,
          "headline": "Update banner with katakana/hex matrix-style characters",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-28T15:24:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e8fa4e368a8f07199d145c00491fbbf14c8f44a",
          "body": "6 specialized Claude Code subagents for authorized penetration testing:\n- engagement-planner: Pentest scoping and methodology planning\n- recon-advisor: Scan output analysis and attack surface mapping\n- exploit-guide: Exploitation methodology with defensive perspective\n- detection-engineer: SIEM dete\n[…]\nng guidance\n- report-generator: Professional pentest report writing\n\nIncludes SEO-optimized README, gh-pages landing page with matrix rain\nbackground, example outputs, and comprehensive documentation.",
          "is_bot": false,
          "headline": "Initial release: pentest-ai",
          "author_name": "0xSteph",
          "author_login": "0xSteph",
          "committed_at": "2026-03-28T15:21:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        }
      ],
      "releases_count": 1,
      "commits_last_year": 50,
      "latest_release_at": "2026-05-03T19:34:00Z",
      "latest_release_tag": "v3.2.0",
      "releases_from_tags": false,
      "days_since_last_push": 42,
      "active_weeks_last_year": 6,
      "days_since_latest_release": 92,
      "mean_days_between_releases": null
    },
    "artifacts": {
      "collected": true,
      "structure": [
        "tree.dockerfile"
      ],
      "declarations": []
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "readme_badges": {
        "hosts": [
          "shields.io"
        ],
        "total": 5,
        "header": 5,
        "collected": true,
        "has_inspect_badge": false
      },
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 57,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 400,
      "stars": 2067,
      "watchers": 18,
      "fork_history": {
        "days": [
          {
            "date": "2026-03-28",
            "count": 2
          },
          {
            "date": "2026-03-29",
            "count": 13
          },
          {
            "date": "2026-03-30",
            "count": 3
          },
          {
            "date": "2026-03-31",
            "count": 1
          },
          {
            "date": "2026-04-02",
            "count": 1
          },
          {
            "date": "2026-04-03",
            "count": 1
          },
          {
            "date": "2026-04-08",
            "count": 1
          },
          {
            "date": "2026-04-19",
            "count": 1
          },
          {
            "date": "2026-04-26",
            "count": 21
          },
          {
            "date": "2026-04-27",
            "count": 28
          },
          {
            "date": "2026-04-28",
            "count": 33
          },
          {
            "date": "2026-04-29",
            "count": 26
          },
          {
            "date": "2026-04-30",
            "count": 12
          },
          {
            "date": "2026-05-01",
            "count": 14
          },
          {
            "date": "2026-05-02",
            "count": 5
          },
          {
            "date": "2026-05-03",
            "count": 5
          },
          {
            "date": "2026-05-04",
            "count": 18
          },
          {
            "date": "2026-05-05",
            "count": 16
          },
          {
            "date": "2026-05-06",
            "count": 3
          },
          {
            "date": "2026-05-07",
            "count": 3
          },
          {
            "date": "2026-05-08",
            "count": 3
          },
          {
            "date": "2026-05-09",
            "count": 1
          },
          {
            "date": "2026-05-10",
            "count": 1
          },
          {
            "date": "2026-05-11",
            "count": 1
          },
          {
            "date": "2026-05-13",
            "count": 28
          },
          {
            "date": "2026-05-14",
            "count": 25
          },
          {
            "date": "2026-05-15",
            "count": 8
          },
          {
            "date": "2026-05-16",
            "count": 5
          },
          {
            "date": "2026-05-17",
            "count": 4
          },
          {
            "date": "2026-05-18",
            "count": 3
          },
          {
            "date": "2026-05-19",
            "count": 1
          },
          {
            "date": "2026-05-20",
            "count": 2
          },
          {
            "date": "2026-05-21",
            "count": 3
          },
          {
            "date": "2026-05-22",
            "count": 1
          },
          {
            "date": "2026-05-23",
            "count": 3
          },
          {
            "date": "2026-05-24",
            "count": 10
          },
          {
            "date": "2026-05-25",
            "count": 4
          },
          {
            "date": "2026-05-26",
            "count": 4
          },
          {
            "date": "2026-05-27",
            "count": 5
          },
          {
            "date": "2026-05-28",
            "count": 1
          },
          {
            "date": "2026-05-29",
            "count": 1
          },
          {
            "date": "2026-05-30",
            "count": 2
          },
          {
            "date": "2026-05-31",
            "count": 9
          },
          {
            "date": "2026-06-01",
            "count": 2
          },
          {
            "date": "2026-06-02",
            "count": 3
          },
          {
            "date": "2026-06-03",
            "count": 1
          },
          {
            "date": "2026-06-04",
            "count": 1
          },
          {
            "date": "2026-06-08",
            "count": 1
          },
          {
            "date": "2026-06-10",
            "count": 5
          },
          {
            "date": "2026-06-11",
            "count": 3
          },
          {
            "date": "2026-06-12",
            "count": 1
          },
          {
            "date": "2026-06-13",
            "count": 2
          },
          {
            "date": "2026-06-14",
            "count": 4
          },
          {
            "date": "2026-06-16",
            "count": 2
          },
          {
            "date": "2026-06-17",
            "count": 1
          },
          {
            "date": "2026-06-18",
            "count": 2
          },
          {
            "date": "2026-06-19",
            "count": 1
          },
          {
            "date": "2026-06-22",
            "count": 1
          },
          {
            "date": "2026-06-24",
            "count": 1
          },
          {
            "date": "2026-06-25",
            "count": 1
          },
          {
            "date": "2026-06-26",
            "count": 2
          },
          {
            "date": "2026-06-27",
            "count": 1
          },
          {
            "date": "2026-06-28",
            "count": 2
          },
          {
            "date": "2026-06-29",
            "count": 2
          },
          {
            "date": "2026-07-01",
            "count": 1
          },
          {
            "date": "2026-07-02",
            "count": 1
          },
          {
            "date": "2026-07-03",
            "count": 3
          },
          {
            "date": "2026-07-04",
            "count": 1
          },
          {
            "date": "2026-07-05",
            "count": 1
          },
          {
            "date": "2026-07-06",
            "count": 1
          },
          {
            "date": "2026-07-07",
            "count": 2
          },
          {
            "date": "2026-07-08",
            "count": 1
          },
          {
            "date": "2026-07-14",
            "count": 1
          },
          {
            "date": "2026-07-15",
            "count": 1
          },
          {
            "date": "2026-07-18",
            "count": 3
          },
          {
            "date": "2026-07-20",
            "count": 1
          },
          {
            "date": "2026-07-21",
            "count": 1
          },
          {
            "date": "2026-07-23",
            "count": 2
          },
          {
            "date": "2026-07-26",
            "count": 1
          },
          {
            "date": "2026-07-29",
            "count": 2
          },
          {
            "date": "2026-07-30",
            "count": 1
          },
          {
            "date": "2026-07-31",
            "count": 1
          },
          {
            "date": "2026-08-03",
            "count": 2
          }
        ],
        "complete": true,
        "collected": 398,
        "total_forks": 400
      },
      "star_history": null,
      "open_issues_and_prs": 3
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": null,
      "source_files_sampled": 0,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 1,
        "merged_prs": 0,
        "open_issues": 2,
        "closed_ratio": 0,
        "closed_issues": 0,
        "closed_unmerged_prs": 6
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "0xSteph",
          "commits": 50,
          "avatar_url": "https://avatars.githubusercontent.com/u/245668117?v=4"
        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "validate.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal 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",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 1,
            "reason": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 10,
            "reason": "all dependencies are pinned",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 10,
            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "1ef99f21272d3d3516297ff1684cda29f1b33780",
        "ran_at": "2026-08-04T00:03:26Z",
        "aggregate_score": 6.5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "recent_prs": {
        "merged_7d": 0,
        "decided_7d": 0,
        "merged_30d": 0,
        "authors_30d": 0,
        "decided_30d": 0,
        "sample_size": 6,
        "window_days": 30,
        "sample_exhausted": false,
        "authors_probed_30d": 0,
        "newcomer_merged_30d": 0,
        "bot_prs_excluded_30d": 0,
        "newcomer_authors_30d": 0,
        "newcomer_decided_30d": 0
      },
      "ci_last_run_at": "2026-08-03T14:06:27Z",
      "oldest_open_prs": [
        {
          "number": 9,
          "created_at": "2026-06-22T14:06:59Z",
          "last_comment_at": "2026-06-22T14:07:00Z",
          "last_comment_author": "dependabot"
        }
      ],
      "last_merged_pr_at": null,
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 6,
          "created_at": "2026-06-11T07:56:31Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 10,
          "created_at": "2026-07-13T06:50:54Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/0xSteph/pentest-ai-agents",
    "host": "github.com",
    "name": "pentest-ai-agents",
    "owner": "0xSteph"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": "The weighted overall 52 is calibrated to 53 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 52,
            "calibrated": 53,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 53,
      "inputs": {
        "security": 65,
        "vitality": 52,
        "community": 67,
        "governance": 18,
        "calibration": "2026-08-02",
        "engineering": 72,
        "ai_readiness": 37,
        "weighted_overall_raw": 52
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 52,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "weak",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "commits_last_year": 50,
              "human_commit_share": 1,
              "days_since_last_push": 42,
              "active_weeks_last_year": 6
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 42 days ago",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 42
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "6/52 weeks with commits",
                "points": 4.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 6
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "50 commits in the last year",
                "points": 15.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 50
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "releases_count": 1,
              "latest_release_tag": "v3.2.0",
              "releases_from_tags": false,
              "days_since_latest_release": 92,
              "mean_days_between_releases": null
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "1 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 92 days ago",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 92
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "cadence unknown (single release)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence_unknown",
                    "params": {}
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 67,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "forks": 400,
              "stars": 2067,
              "watchers": 18,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "2,067 stars",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 2067
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "400 forks",
                "points": 21.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 400
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "18 watchers",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": 5,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [
                "shields.io"
              ],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "critical",
        "name": "Sustainability & Governance",
        "value": 18,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 2,
              "closed_issues": 0,
              "prs_merged_7d": 0,
              "prs_decided_7d": 0,
              "prs_merged_30d": 0,
              "prs_decided_30d": 0,
              "issue_closed_ratio": 0,
              "closed_unmerged_prs": 6,
              "first_time_authors_30d": 0,
              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "0% of issues closed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 0
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "0/6 decided PRs merged",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 0,
                      "decided": 6
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "weak",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 43,
            "inputs": {
              "followers": 200,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "0xSteph",
              "public_repos": 6,
              "account_age_days": 253
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "200 followers of 0xSteph",
                "points": 16.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 200,
                      "login": "0xSteph"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "6 public repos, account ~0 yr old",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 6
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 72,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "ai-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_wiki": false,
              "homepage": "https://pentestai.xyz/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://pentestai.xyz/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "18 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 65,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 65,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 14,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 4,
              "scorecard_aggregate": 6.5
            },
            "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": "internal 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",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 5,
                "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
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 37,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.74,
              "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": "37 of 50 human commits state their intent (structured subject or explanatory body)",
                "points": 39.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 37,
                      "sampled": 50
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "weak",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "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": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 50",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 50
                    }
                  }
                ],
                "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",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "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": {}
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [],
      "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"
}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.5.0, схема v0.30.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.