Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.25.0 · метрики 1.13.0 · 2026-07-21 23:03 UTC

usestrix / strix

Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.

Python · TypeScriptApache-2.0★ 43 180 зірок⑂ 4 454 форкиз серп. 2025 р.Переглянути на GitHub ↗

usestrix/strix має індекс здоров’я 75 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (92/100), найнижчий — Security (53/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

75
загалом / 100
Добрий

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

75
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні 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.

Власність

StrixОрганізація
444 підписники3 публічні репозиторіїз лист. 2024 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIstrix-agent1.1.0-407 днів томуagentaiclicybersecuritypentestscannersecurityvulnerability

Метрики за категоріями

Життєздатність

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

92Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
29.8/36Ритм комітів — 43/52 тижнів із комітами
18/18Обсяг комітів — 582 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year582
human_commit_share0,83
days_since_last_push0
active_weeks_last_year43
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 18 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~16,8 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count18
latest_release_tagv1.2.0
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases16,8

Спільнота та впровадження

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

85Відмінний · 18% загального індексу
Як обчислюється оцінка
60/60Зірки — 43 180 зірок
25/25Форки — 4 454 форків
12.7/15Спостерігачі — 191 спостерігачів
Використані вхідні дані
forks4 454
stars43 180
watchers191
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonwindow_too_short
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

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

59Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
4.2/22.5Розподіл комітів — головний контриб’ютор — автор 81% комітів
13.5/13.5Широта контриб’юторів — 55 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Використані вхідні дані
bus_factor1
contributors_sampled55
top_contributor_share0,813
Як обчислюється оцінка
28.9/46.8Вирішення issue — закрито 62% issue
22.9/38.3Прийняття PR — злито 259/433 вирішених PR
4.5/15OpenSSF Scorecard: Code-Review — Found 3/10 approved changesets -- score normalized to 3
Використані вхідні дані
merged_prs259
open_issues97
closed_issues157
issue_closed_ratio0,618
closed_unmerged_prs174
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
19/25Охоплення власника — 444 підписників у usestrix
7.8/25Послужний список — 3 публічних репозиторіїв, вік облікового запису ~1 р.
Використані вхідні дані
followers444
owner_typeOrganization
is_verified
owner_loginusestrix
public_repos3
account_age_days621

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 7 дн. тому
20/20Історія версій — 40 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesstrix-agent
ecosystemspypi
any_deprecatedні
min_days_since_publish7

Інженерна якість

Чи наявні базові інженерні практики та документація?

84Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 1 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 23 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://strix.ai
10/10Опис репозиторію
10/10Теми — 20 тем
10/10Wiki
Використані вхідні дані
topicsagents, artificial-intelligence, cybersecurity, penetration-testing, ai-penetration-testing, ai-pentesting, ai-security, bug-bounty, ctf-tools, cybersecurity-tools, ethical-hacking, llm-security, offensive-security, pentesting-tools, red-teaming, security-automation, security, code-quality, ai-hacking, hacking
has_wikiтак
homepagehttps://strix.ai
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

53Помірний · 16% загального індексу

Стан безпеки

48У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — 0 out of 23 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 3/10 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
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
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,8
Виключено з оцінювання (немає даних або не застосовно): packaging. Залишкові ваги перенормовано.
Як обчислюється оцінка
14/35Прямі залежності без відомих сповіщень — уражено 1: cryptography 46.0.7 (high 7.5)
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
40/40Немає задавнених сповіщень — жодне сповіщення не є публічним довше за 90 дн.
Використані вхідні дані
sourceosv
advisories5
affected_packages3
assessed_packages401
unassessed_packages0
affected_by_severityhigh 2, moderate 1
direct_affected_packages1
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 401 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

67Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 78 з 83 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,94
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — strix/viewer/frontend/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 25 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilespackage-lock.json, uv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configтак
typecheck_configsstrix/viewer/frontend/tsconfig.json
agent_commit_share0,25
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (strix/viewer/frontend/tsconfig.json)
54.4/55Керовані розміри файлів — 2/179 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes948 648
source_files_sampled179
oversized_source_files2

Ключові факти

43 180зірок GitHub
55контриб'юторів
582комітів за останні 12 місяців
0днів від останнього пушу
18релізів
1бас-фактор
97відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • deps.dev does not index pypi:strix-agent@1.1.0; advisories assessed against the repository dependency graph instead

Докладніше

Історія зірок і форків 43 180 ★ / 4 454 ⇿
43 180Зірки
4 454Форки
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.

Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.

010 00020 00030 00040 00050 00043 1804 4542842026-072026-072026-07
Мажорні 0Мінорні 1Патчі 0
OpenSSF Scorecard 4.8 / 10
4.8сукупно

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 · 2026-07-21 23:02 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
0CI-Tests0 out of 23 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 3/10 approved changesets -- score normalized to 3
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Прямі залежності 14
РеєстрПакетОбмеження версіїМаніфест
PyPIopenai-agents==0.14.6pyproject.toml
PyPIopenai>=2.26.0,<2.45pyproject.toml
PyPIlitellmpyproject.toml
PyPIpydantic>=2.11.3pyproject.toml
PyPIpydantic-settings>=2.13.0pyproject.toml
PyPIrichpyproject.toml
PyPIdocker>=7.1.0pyproject.toml
PyPItextual>=6.0.0pyproject.toml
PyPIrequests>=2.32.0pyproject.toml
PyPIcvss>=3.2pyproject.toml
PyPIcaido-sdk-client>=0.2.0pyproject.toml
PyPIreportlab>=4.0pyproject.toml
PyPIpypdf>=5.0pyproject.toml
PyPIcryptography>=42pyproject.toml
Усі залежності 401

Повний розв'язаний набір залежностей із графа залежностей GitHub: 14 прямих і 387 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIcaido-sdk-client0.2.0пряма
PyPIcryptography46.0.7пряма
PyPIcvss3.6пряма
PyPIdocker7.1.0пряма
PyPIlitellm1.90.1пряма
PyPIopenai2.44.0пряма
PyPIopenai-agents0.14.6пряма
PyPIpydantic2.13.4пряма
PyPIpydantic-settings2.14.2пряма
PyPIpypdf6.14.2пряма
PyPIreportlab5.0.0пряма
PyPIrequests2.34.2пряма
PyPIrich13.9.4пряма
PyPItextual6.2.1пряма
npm@babel/code-frame7.29.7непряма
npm@babel/compat-data7.29.7непряма
npm@babel/core7.29.7непряма
npm@babel/generator7.29.7непряма
npm@babel/helper-compilation-targets7.29.7непряма
npm@babel/helper-globals7.29.7непряма
npm@babel/helper-module-imports7.29.7непряма
npm@babel/helper-module-transforms7.29.7непряма
npm@babel/helper-plugin-utils7.29.7непряма
npm@babel/helper-string-parser7.29.7непряма
npm@babel/helper-validator-identifier7.29.7непряма
npm@babel/helper-validator-option7.29.7непряма
npm@babel/helpers7.29.7непряма
npm@babel/parser7.29.7непряма
npm@babel/plugin-transform-react-jsx-self7.29.7непряма
npm@babel/plugin-transform-react-jsx-source7.29.7непряма
npm@babel/template7.29.7непряма
npm@babel/traverse7.29.7непряма
npm@babel/types7.29.7непряма
npm@dagrejs/dagre2.0.4непряма
npm@dagrejs/graphlib3.0.4непряма
npm@esbuild/aix-ppc640.25.12непряма
npm@esbuild/android-arm0.25.12непряма
npm@esbuild/android-arm640.25.12непряма
npm@esbuild/android-x640.25.12непряма
npm@esbuild/darwin-arm640.25.12непряма
npm@esbuild/darwin-x640.25.12непряма
npm@esbuild/freebsd-arm640.25.12непряма
npm@esbuild/freebsd-x640.25.12непряма
npm@esbuild/linux-arm0.25.12непряма
npm@esbuild/linux-arm640.25.12непряма
npm@esbuild/linux-ia320.25.12непряма
npm@esbuild/linux-loong640.25.12непряма
npm@esbuild/linux-mips64el0.25.12непряма
npm@esbuild/linux-ppc640.25.12непряма
npm@esbuild/linux-riscv640.25.12непряма
npm@esbuild/linux-s390x0.25.12непряма
npm@esbuild/linux-x640.25.12непряма
npm@esbuild/netbsd-arm640.25.12непряма
npm@esbuild/netbsd-x640.25.12непряма
npm@esbuild/openbsd-arm640.25.12непряма
npm@esbuild/openbsd-x640.25.12непряма
npm@esbuild/openharmony-arm640.25.12непряма
npm@esbuild/sunos-x640.25.12непряма
npm@esbuild/win32-arm640.25.12непряма
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Сповіщення про залежності 3

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 401 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 3 мають відомі сповіщення, з них 1 прямі.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
cryptography46.0.7прямависока148.0.1
pyasn10.6.3непрямависока20.6.4
setuptools82.0.1непрямапомірна283.0.0

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "agents",
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        "cybersecurity",
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        "ai-pentesting",
        "ai-security",
        "bug-bounty",
        "ctf-tools",
        "cybersecurity-tools",
        "ethical-hacking",
        "llm-security",
        "offensive-security",
        "pentesting-tools",
        "red-teaming",
        "security-automation",
        "security",
        "code-quality",
        "ai-hacking",
        "hacking"
      ],
      "is_fork": false,
      "size_kb": 9449,
      "has_wiki": true,
      "homepage": "https://strix.ai",
      "languages": {
        "CSS": 2987,
        "HTML": 914,
        "Jinja": 32008,
        "Shell": 18573,
        "Python": 912637,
        "Makefile": 2485,
        "Dockerfile": 8684,
        "TypeScript": 276138
      },
      "pushed_at": "2026-07-21T18:28:23Z",
      "created_at": "2025-08-05T21:28:30Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T22:59:37Z",
      "description": "Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "TypeScript"
      ]
    },
    "owner": {
      "blog": "strix.ai",
      "name": "Strix",
      "type": "Organization",
      "login": "usestrix",
      "company": null,
      "location": null,
      "followers": 444,
      "avatar_url": "https://avatars.githubusercontent.com/u/187630752?v=4",
      "created_at": "2024-11-07T11:49:05Z",
      "is_verified": null,
      "public_repos": 3,
      "account_age_days": 621
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2026-07-21T16:11:47Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2026-07-14T11:47:01Z"
        },
        {
          "tag": "v1.0.4",
          "kind": "patch",
          "published_at": "2026-06-09T16:46:48Z"
        },
        {
          "tag": "v1.0.3",
          "kind": "patch",
          "published_at": "2026-06-09T01:10:24Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2026-05-28T19:00:41Z"
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          "headline": "docs(skills): add grafana_prometheus observability pivot skill (#812)",
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          "body": "An httpx.Timeout in ModelSettings.extra_args crashes\nModelSettings.to_json_dict() (PydanticSerializationError) on the Chat\nCompletions and LiteLLM model paths, which serialize settings for their\ntracing generation span — failing every model turn on those paths. Pass\nthe timeout as a plain float, which httpx-based clients apply as the\nread (inactivity) timeout.",
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          "headline": "fix(llm): use a JSON-serializable per-turn model timeout",
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          "is_bot": true,
          "headline": "revert(proxy): drop overfit Caido reconnect/HTTPQL band-aids, keep se…",
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          "body": "…nts (#793)\n\n* fix(prompt): treat demo/sample data and demo environments as low severity or skip\n\n* Update system_prompt.jinja\n\n* fix(prompt): use demo context as a skip signal, not a CVSS override\n\n* fix(prompt): let demo context honestly inform CVSS impact metrics\n\n* fix(prompt): focus on detectin\n[…]\n fix(prompt): trim demo-environment check to a short addendum\n\n---------\n\nCo-authored-by: Alex Schapiro <bearsyankees@gmail.com>\nCo-authored-by: alex s <46074070+bearsyankees@users.noreply.github.com>",
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          "author_name": "Ahmed Allam",
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        },
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          "body": "…ion (#785)",
          "is_bot": false,
          "headline": "fix(runtime): cap sandbox container logs to prevent host disk exhaust…",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
          "committed_at": "2026-07-16T16:17:46Z",
          "body_truncated": false,
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        },
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          "body": "…er-agent collisions",
          "is_bot": false,
          "headline": "docs(python skill): recommend a task-unique PoC filename to avoid int…",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
          "committed_at": "2026-07-16T16:15:40Z",
          "body_truncated": false,
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        },
        {
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          "body": "…g project files",
          "is_bot": false,
          "headline": "docs(python skill): use a distinctive PoC filename to avoid clobberin…",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
          "committed_at": "2026-07-16T16:15:40Z",
          "body_truncated": false,
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        },
        {
          "oid": "f6bd6179642f04f77071985287fc79cb80ef6ac4",
          "body": "The sandbox never creates /workspace/scratch, so guidance pointing agents\nthere failed on first write. Make the Python/exec_command and recon\noutput-hygiene guidance path-agnostic (write to a file, relative to the\nworking dir) instead of naming a directory that may not exist.",
          "is_bot": false,
          "headline": "docs(prompts,skills): stop hardcoding /workspace/scratch path",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
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          "headline": "docs(tools): guide proportional wait_for_message timeouts (#784)",
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          "oid": "89ee7b9e5ed499df1b33584be9f4cff35194a1ea",
          "body": "Per projectdiscovery katana docs, add the flags that actually bound\ncrawl output size and a reduce-then-delete workflow:\n- -mdp (max-domain-pages; default is unlimited), -fsu (filter-similar),\n  -fs scope, -f url (URL-only), -or/-ob (omit raw/body), -mrs.\n- Baseline now includes -mdp 2000 -fsu; new 'Keeping output small'\n  section: bound scope/volume, shrink records, distil then delete raw\n  crawls.",
          "is_bot": false,
          "headline": "docs(skills): add research-backed katana output-reduction flags",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
          "committed_at": "2026-07-16T11:47:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98990bae45949a07974ba42405fed305fb654920",
          "body": "Address Greptile review:\n- system_prompt: only clean up your own task's files; don't delete\n  another agent's files in the shared workspace unless confirmed unused.\n- katana.md: extract+dedupe URLs with jq before removing raw .jsonl\n  (sort -u on JSONL compares whole records, not URLs).",
          "is_bot": false,
          "headline": "docs(prompts,skills): scope cleanup to own files; dedupe JSONL by URL",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
          "committed_at": "2026-07-16T11:47:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b619d57a0c61e7a9cee8473bb0d831c8154dc0e",
          "body": "Add lightweight, always-on disk-hygiene guidance so agents keep recon\nartifacts bounded on the shared /workspace instead of writing very large\nuncapped crawl output.\n\n- system_prompt.jinja: DISK & SCRATCH HYGIENE note in the shared-workspace\n  block; recon PHASE 1 crawl bullet asks to bound each cra\n[…]\nkatana.md: bound the baseline/deep examples with -ct,\n  add a Keeping-output-manageable note (bound by -ct/-d, reserve -jsl/-kf\n  all for narrowed targets, check du -sh, dedupe and remove raw .jsonl).",
          "is_bot": false,
          "headline": "docs(prompts,skills): bound recon output for shared-disk hygiene",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
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          "oid": "38c2936f6950603e298f35a71e7639897cb2851f",
          "body": "This reverts commit 40f4e67320bf229bee064a33fe4dbd300c6b8e1b.",
          "is_bot": true,
          "headline": "Revert \"fix(runtime): retry transient sandbox startup failures (#768)\"",
          "author_name": "Devin AI",
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          "body_truncated": false,
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        {
          "oid": "16982646dfdca5e51d4f78b584cf099121c52220",
          "body": null,
          "is_bot": false,
          "headline": "fix(runtime): bound nano_cpus to docker's int64 NanoCPUs range",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
          "committed_at": "2026-07-16T01:31:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "575e10a4048d720e6d8ea74bcb4908b3ddffebcd",
          "body": "…X_CPUS",
          "is_bot": false,
          "headline": "fix(runtime): also suppress OverflowError for non-finite STRIX_SANDBO…",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
          "committed_at": "2026-07-16T01:31:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84185db23b77219936c4f5fc5ec4ad48b20e882b",
          "body": "Apply cgroup caps (mem_limit, shm_size, nano_cpus, pids_limit) to the\nsandbox container from STRIX_SANDBOX_* env vars. Unset values keep\ndocker's unbounded default, so behavior is unchanged unless opted in.",
          "is_bot": false,
          "headline": "feat(runtime): opt-in resource limits for docker sandbox containers",
          "author_name": "Ahmed Allam",
          "author_login": "0xallam",
          "committed_at": "2026-07-16T01:31:03Z",
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        },
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          "body": "…-context scrub) (#779)",
          "is_bot": true,
          "headline": "fix(core): bound per-agent image memory (proactive budget + inherited…",
          "author_name": "devin-ai-integration[bot]",
          "author_login": "devin-ai-integration[bot]",
          "committed_at": "2026-07-16T01:13:42Z",
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        },
        {
          "oid": "914207ffb372b9e77e9cd512045ab54d0edffbcc",
          "body": "Co-authored-by: Ahmed Allam <ahmed39652003@gmail.com>",
          "is_bot": true,
          "headline": "feat(runtime): resolve sandbox ports over a shared Docker network (#775)",
          "author_name": "devin-ai-integration[bot]",
          "author_login": "devin-ai-integration[bot]",
          "committed_at": "2026-07-15T18:57:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "40f4e67320bf229bee064a33fe4dbd300c6b8e1b",
          "body": "* fix(runtime): retry transient sandbox startup failures\n\n* fix(runtime): fail closed when sandbox teardown fails",
          "is_bot": false,
          "headline": "fix(runtime): retry transient sandbox startup failures (#768)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-15T03:27:06Z",
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          "headline": "Default sandbox exec commands to Bash (#764)",
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          "is_bot": true,
          "headline": "Warn when configured LLM is not frontier-recommended (#586)",
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          "is_bot": true,
          "headline": "chore(telemetry): minor telemetry updates (#761)",
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          "is_bot": true,
          "headline": "fix(tui): restore snappy sweep/progress animation frame rate (#759)",
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          "author_login": "devin-ai-integration[bot]",
          "committed_at": "2026-07-13T21:21:28Z",
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          "headline": "feat: add weak password detection skill (#621) (#654)",
          "author_name": "Stark",
          "author_login": "Taha-KT",
          "committed_at": "2026-07-13T18:33:48Z",
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          "body": "* Deduplicate scan ended telemetry\n\n* Delete tests/test_telemetry.py\n\n* Retry failed scan ended telemetry\n\n* Preserve scan ended retry reason",
          "is_bot": false,
          "headline": "Deduplicate scan ended telemetry (#758)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
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          "body": "… structure) (#754)\n\nCo-authored-by: Ahmed Allam <ahmed39652003@gmail.com>",
          "is_bot": true,
          "headline": "docs(prompts): strengthen report guidance (severity, chaining, report…",
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          "body": "…CA TUI renderer (#753)\n\nCo-authored-by: Ahmed Allam <ahmed39652003@gmail.com>",
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          "headline": "Add dependency reporting fields (#751)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-12T19:30:33Z",
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          "oid": "ee779987d3a513f0afd27ca3da1217f6b1e400a9",
          "body": "…an run (#748)\n\n* fix(deps): cap openai<2.45 and add litellm[proxy] so fresh installs can run\n\n* chore(deps): sync uv.lock with openai cap and litellm[proxy]\n\nRegenerate the lockfile so locked/frozen installs pick up the openai<2.45 cap and litellm[proxy] extras (fastapi, orjson, ...); remove inline dependency comments.\n\nCo-Authored-By: Ahmed Allam <ahmed39652003@gmail.com>\n\n---------\n\nCo-authored-by: Ahmed Allam <ahmed39652003@gmail.com>",
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          "headline": "fix(deps): cap openai<2.45 and add litellm[proxy] so fresh installs c…",
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          "author_login": "AtifAssari",
          "committed_at": "2026-07-12T16:56:57Z",
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          "is_bot": false,
          "headline": "Add root scan prompt options (#750)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-12T16:31:15Z",
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        {
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          "is_bot": false,
          "headline": "Add skill directory registration (#746)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-12T16:05:58Z",
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          "headline": "Allow scan agent tool registration (#733)",
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          "is_bot": false,
          "headline": "Support routed OpenAI required tool choice (#732)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-10T22:43:07Z",
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        },
        {
          "oid": "22d327d21fd8f70283760a98d0edac33700bdf94",
          "body": "feat(inputs): implement logic for required tool choice based on model\n\ntest(inputs): add tests for force_required_tool_choice behavior\n\ntest(runner): update tests to include force_required_tool_choice in settings",
          "is_bot": false,
          "headline": "feat(settings): add force_required_tool_choice to LlmSettings (#730)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-10T22:36:33Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f528a6d26585b05bd55909394a8186fb851fc39a",
          "body": "- Use curl instead of gsutil for anonymous GCS checks\n- Document userinfo requires bearer access token",
          "is_bot": false,
          "headline": "Address Greptile review: GCP and Auth0 recon guidance",
          "author_name": "Ayush7614",
          "author_login": "Ayush7614",
          "committed_at": "2026-07-10T15:15:22Z",
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        },
        {
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          "body": "Expand cloud and technology coverage for GCP IAM/storage\nand Auth0 tenant/API misconfiguration testing.",
          "is_bot": false,
          "headline": "Add GCP and Auth0 security skills",
          "author_name": "Ayush7614",
          "author_login": "Ayush7614",
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          "oid": "882664f70b4a12fa00150a1f1b596cd2461acc9e",
          "body": "…n chain\n\nCo-Authored-By: Ahmed Allam <ahmed39652003@gmail.com>",
          "is_bot": true,
          "headline": "fix(providers): match google submodule imports and walk full exceptio…",
          "author_name": "Devin AI",
          "author_login": "devin-ai-integration[bot]",
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          "is_bot": false,
          "headline": "test(providers): cover wrapped bedrock import errors",
          "author_name": "Ousama Ben Younes",
          "author_login": "ousamabenyounes",
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          "headline": "fix(providers): show vertex extra hint for wrapped import errors",
          "author_name": "Ousama Ben Younes",
          "author_login": "ousamabenyounes",
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          "is_bot": true,
          "headline": "fix(tui): key render cache by content string and return copies",
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          "author_login": "devin-ai-integration[bot]",
          "committed_at": "2026-07-10T13:55:38Z",
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        {
          "oid": "dd29d99b85e0be0ce3972364be0693f7497d6710",
          "body": "…renders\n\n- Increased UI update interval from 350ms to 500ms\n- Reduced dot animation frequency from 60ms to 250ms\n- Reduced splash animation frequency from 50ms to 100ms\n- Added content hash cache for rendered agent messages to avoid\n  re-parsing markdown and re-running Pygments on every tick\n- Added guard to prevent redundant scroll_end callbacks from queuing\n  during rapid updates\n\nCloses #581",
          "is_bot": false,
          "headline": "fix(tui): reduce scroll stutter by throttling UI refresh and caching …",
          "author_name": "Hardik-369",
          "author_login": "Hardik-369",
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          "is_bot": false,
          "headline": "fix(report): omit SARIF provenance for multiple repos (#726)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-10T13:41:18Z",
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        },
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          "oid": "e53b0bd11fd022545259774758ebc87925d19c59",
          "body": "Co-authored-by: Ahmed Allam <ahmed39652003@gmail.com>\nCo-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nCo-authored-by: Ahmed Allam <49919286+0xallam@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(ci): lower Linux release glibc baseline (#707)",
          "author_name": "Dustin Persek",
          "author_login": "dpersek",
          "committed_at": "2026-07-10T13:13:14Z",
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        },
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          "body": "Co-authored-by: Ahmed Allam <ahmed39652003@gmail.com>\nCo-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(logging): keep verbose openai.agents DEBUG off sandbox stdout (#704)",
          "author_name": "Zizi",
          "author_login": "Zizouk22",
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        {
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          "is_bot": false,
          "headline": "fix(container): allow configured Caido UI domains (#723)",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-10T04:38:29Z",
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        },
        {
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          "is_bot": false,
          "headline": "fix(session): use HTTPS scheme for Caido endpoint if TLS is enabled (…",
          "author_name": "alex s",
          "author_login": "bearsyankees",
          "committed_at": "2026-07-10T04:23:27Z",
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        },
        {
          "oid": "0fb005c73f80ff4c35ca905ed1015e54c41d20bd",
          "body": "StrixDockerSandboxClient.delete() best-effort-kills the sandbox container via\ncontainers.get(id).kill() before delegating to the SDK's delete(), suppressing\ndocker NotFound/APIError. But when the docker daemon socket is already going\naway — the normal case on a host/CI teardown — containers.get() ->\n[…]\ngates; unrelated\nerrors still propagate; no-container_id is a no-op. The ConnectionError case\nfails against the pre-fix APIError-only suppress.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(runtime): swallow torn-down docker socket in sandbox delete() (#721)",
          "author_name": "seanturner83",
          "author_login": "seanturner83",
          "committed_at": "2026-07-10T04:13:35Z",
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        },
        {
          "oid": "e1940769deebbf3219db5ca39c47c51462f2e81c",
          "body": "…rt-error hints (#588)\n\n* feat: add bedrock + vertex optional extras with install docs and import hints (#574)\n\nDeclare [project.optional-dependencies] with vertex (google-auth) and\nbedrock (boto3) extras so \"strix-agent[vertex]\" / \"strix-agent[bedrock]\"\ninstall the provider SDKs. Add an Installatio\n[…]\nipx in install hint to match docs\n\nA pipx-installed strix can't add an extra with 'pip install' (wrong env);\nmirror the documented 'pipx install \"strix-agent[...]\"' command. Addresses\nGreptile review.",
          "is_bot": false,
          "headline": "fix(providers): declare bedrock + vertex extras and add provider impo…",
          "author_name": "Rome Thorstenson",
          "author_login": "Rome-1",
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        },
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          "oid": "9f278b9a5c7ea21e2a9bcb90e01dc451ced62f82",
          "body": "* Add target list CLI option\n\n* Handle target list comments and encoding errors",
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          "headline": "Add target list CLI option (#711)",
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          "author_login": "bearsyankees",
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        },
        {
          "oid": "375fc9c3d08c031db8ef0e0f759c45279ef15e4c",
          "body": "Builds on the SARIF 2.1.0 emitter (#626): give each SARIF rule one or more\n`stride:<leg>` tags (Spoofing / Tampering / Repudiation / Information\ndisclosure / Denial of service / Elevation of privilege) derived from the\nfinding's CWE, so consumers — the GitHub code-scanning Security tab, ASPM\ndashboa\n[…]\nts: tests/report/test_sarif_stride.py (14 cases — mapping, normalization\nof CWE-306/306/\"cwe: 306\" forms, default fallback, rule-tag emission).\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(report): tag SARIF rules with STRIDE legs derived from CWE (#708)",
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        {
          "oid": "754508c70b638e7e77a13365f397ec4156b537b6",
          "body": "Cover run record I/O, vulnerability markdown rendering,\nCSV severity ordering, and executive report output.",
          "is_bot": false,
          "headline": "test: add report writer artifact tests (#667)",
          "author_name": "Felix-Ayush",
          "author_login": "Ayush7614",
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          "oid": "a5112f9433b959326bd84686c0d8016a73a6b559",
          "body": "… (#689)\n\n_read_json_overrides is documented to let env vars outrank the\npersisted cli-config.json, but it decided per-alias and broke on the\nfirst alias found in either env or the file. When a multi-alias field\n(e.g. api_key via LLM_API_KEY/OPENAI_API_KEY) was set in the env under\none alias but sto\n[…]\n field is already set in the environment by checking\nall of its aliases case-insensitively before consulting the file. Add\nregression tests for the cross-alias and case-insensitive cases.\n\nCloses #688",
          "is_bot": false,
          "headline": "fix(config): make env vars win over persisted JSON across all aliases…",
          "author_name": "sean-kim05",
          "author_login": "sean-kim05",
          "committed_at": "2026-07-06T15:36:41Z",
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          "is_bot": false,
          "headline": "Update README (#705)",
          "author_name": "Ahmed Allam",
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        {
          "oid": "90cab1bbe36732689cc0b81f92a2eef6df2b9c73",
          "body": null,
          "is_bot": false,
          "headline": "Add LLM Prompt Injection skill (vulnerabilities) (#616)",
          "author_name": "Viper Droid",
          "author_login": "ViperDroid",
          "committed_at": "2026-07-06T10:52:24Z",
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        },
        {
          "oid": "aec5f1445518622dae6ed4ec539d10de4d9dfaab",
          "body": "…s (#687)",
          "is_bot": false,
          "headline": "fix(tui): show 'more content available' for view_request over 15 line…",
          "author_name": "sean-kim05",
          "author_login": "sean-kim05",
          "committed_at": "2026-07-06T10:50:02Z",
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              "packages": [
                "strix-agent"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 7
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 7 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 7
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "40 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 40
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 84,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 23 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "agents",
                "artificial-intelligence",
                "cybersecurity",
                "penetration-testing",
                "ai-penetration-testing",
                "ai-pentesting",
                "ai-security",
                "bug-bounty",
                "ctf-tools",
                "cybersecurity-tools",
                "ethical-hacking",
                "llm-security",
                "offensive-security",
                "pentesting-tools",
                "red-teaming",
                "security-automation",
                "security",
                "code-quality",
                "ai-hacking",
                "hacking"
              ],
              "has_wiki": true,
              "homepage": "https://strix.ai",
              "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://strix.ai",
                "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": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 53,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 23 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 3/10 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is 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": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 401 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 401
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "source": "osv",
              "advisories": 5,
              "affected_packages": 3,
              "assessed_packages": 401,
              "unassessed_packages": 0,
              "affected_by_severity": "high 2, moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: cryptography 46.0.7 (high 7.5)",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "cryptography 46.0.7 (high 7.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 401,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 16
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 67,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.94,
              "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": "78 of 83 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 78,
                      "sampled": 83
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "strix/viewer/frontend/tsconfig.json"
              ],
              "agent_commit_share": 0.25,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "strix/viewer/frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "strix/viewer/frontend/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "25 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 25,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 948648,
              "source_files_sampled": 179,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (strix/viewer/frontend/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "strix/viewer/frontend/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/179 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 179,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "deps.dev does not index pypi:strix-agent@1.1.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T23:03:10.459877Z",
  "schema_version": "0.25.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/usestrix/strix.svg",
  "full_name": "usestrix/strix",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v1.13.0, схема v0.25.0 — повна методологія · вікі метрик.

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