Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-29 02:12 UTC

MervinPraison / PraisonAIUI

PraisonAIUI gives you a full-featured AI dashboard with multi-agent chat, memory, skills, sessions, and 19 admin pages — all from a single app.py. It also supports YAML-driven chat bots and static documentation sites.

Python · JavaScript · TypeScriptЛіцензію не виявлено★ 10 зірок⑂ 7 форківз січ. 2026 р.Переглянути на GitHub ↗

MervinPraison/PraisonAIUI має індекс здоров’я 62 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (86/100), найнижчий — Security (30/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

62
загалом / 100
Помірний

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.

62
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

Mervin PraisonОсобистий обліковий запис
1 142 підписники348 публічних репозиторіївз жовт. 2010 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIaiui0.3.13738 2911390 днів томуaiuiclidocsgeneratorwebsiteyaml

Метрики за категоріями

Життєздатність

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

86Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
12.5/36Ритм комітів — 18/52 тижнів із комітами
18/18Обсяг комітів — 409 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year409
human_commit_share0,48
days_since_last_push0
active_weeks_last_year18
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 10 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~2,2 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count10
latest_release_tagv0.3.137
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases2,2
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?

37У зоні ризику · 18% загального індексу
Як обчислюється оцінка
15.5/60Зірки — 10 зірок
6.5/25Форки — 7 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks7
stars10
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
0/22.5Ліцензія — файлу ліцензії не виявлено
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseні
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
61.1/80Щомісячні завантаження — 38 291 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesaiui
dependents
ecosystemspypi
total_downloads
monthly_downloads38 291
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

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

61Помірний · 24% 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
43.2/46.8Вирішення issue — закрито 92% issue
37.9/38.3Прийняття PR — злито 110/111 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/18 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs110
open_issues10
closed_issues123
issue_closed_ratio0,925
closed_unmerged_prs1
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
22/25Охоплення власника — 1 142 підписників у MervinPraison
25/25Послужний список — 348 публічних репозиторіїв, вік облікового запису ~15 р.
Використані вхідні дані
followers1 142
owner_typeUser
is_verified
owner_loginMervinPraison
public_repos348
account_age_days5 754
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 139 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesaiui
ecosystemspypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

86Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 11 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — eslint.config.js
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — http://ui.praison.ai/
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepagehttp://ui.praison.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?

30У зоні ризику · 16% загального індексу

Стан безпеки

30У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/18 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
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5Ліцензія — license file not detected
7.5/7.5Maintained — 30 commit(s) and 30 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 — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 172 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.

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.

69Помірний · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 38 з 48 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,792
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes5 325
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — eslint.config.js
11/11Статична перевірка типів — src/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 23 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_files
has_devcontainerні
has_linter_configтак
typecheck_configssrc/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json
agent_commit_share0,23
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (src/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json)
54.4/55Керовані розміри файлів — 6/516 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes1 286 426
source_files_sampled516
oversized_source_files6
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

10зірок GitHub
1контриб'юторів
409комітів за останні 12 місяців
0днів від останнього пушу
10релізів
1бас-фактор
10відкритих issue
PyPIпакетних 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
  • deps.dev does not index pypi:aiui@0.3.137; advisories assessed against the repository dependency graph instead

Докладніше

Історія зірок і форків 0 ★ / 7 ⇿
0Зірки
7Форки

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.

1234567732026-032026-052026-06
OpenSSF Scorecard 3.0 / 10
3.0сукупно

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 · 2026-07-29 02:11 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/18 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 30 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
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities172 existing vulnerabilities detected
Прямі залежності 8
РеєстрПакетОбмеження версіїМаніфест
PyPIpyyaml>=6.0pyproject.toml
PyPIpydantic>=2.0pyproject.toml
PyPIwatchfiles>=0.21pyproject.toml
PyPIrich>=13.0pyproject.toml
PyPItyper>=0.9pyproject.toml
PyPIuvicorn>=0.29pyproject.toml
PyPIstarlette>=0.37pyproject.toml
PyPIpypdf>=4.0pyproject.toml
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": [],
      "is_fork": false,
      "size_kb": 11831,
      "has_wiki": true,
      "homepage": "http://ui.praison.ai/",
      "languages": {
        "CSS": 17300,
        "HTML": 14842,
        "Shell": 34973,
        "Python": 2669373,
        "Dockerfile": 1543,
        "JavaScript": 855849,
        "TypeScript": 590826
      },
      "pushed_at": "2026-07-29T02:06:58Z",
      "created_at": "2026-01-28T16:55:11Z",
      "owner_type": "User",
      "updated_at": "2026-07-29T02:07:02Z",
      "description": "PraisonAIUI gives you a full-featured AI dashboard with multi-agent chat, memory, skills, sessions, and 19 admin pages — all from a single app.py. It also supports YAML-driven chat bots and static documentation sites.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
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      "primary_language": "Python",
      "significant_languages": [
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      ]
    },
    "owner": {
      "blog": "https://mer.vin",
      "name": "Mervin Praison",
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      "created_at": "2010-10-26T15:48:31Z",
      "is_verified": null,
      "public_repos": 348,
      "account_age_days": 5754
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    "license": {
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      "spdx_id": null,
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    "activity": {
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          "kind": "patch",
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        },
        {
          "tag": "v0.3.136",
          "kind": "patch",
          "published_at": "2026-07-28T11:33:54Z"
        },
        {
          "tag": "v0.3.135",
          "kind": "patch",
          "published_at": "2026-07-27T12:11:34Z"
        },
        {
          "tag": "v0.3.134",
          "kind": "patch",
          "published_at": "2026-07-16T02:07:50Z"
        },
        {
          "tag": "v0.3.133",
          "kind": "patch",
          "published_at": "2026-07-15T01:57:29Z"
        },
        {
          "tag": "v0.3.132",
          "kind": "patch",
          "published_at": "2026-07-14T02:00:32Z"
        },
        {
          "tag": "v0.3.131",
          "kind": "patch",
          "published_at": "2026-07-13T10:08:50Z"
        },
        {
          "tag": "v0.3.130",
          "kind": "patch",
          "published_at": "2026-07-10T10:49:38Z"
        },
        {
          "tag": "v0.3.129",
          "kind": "patch",
          "published_at": "2026-07-09T17:05:31Z"
        },
        {
          "tag": "v0.3.128",
          "kind": "patch",
          "published_at": "2026-07-09T15:24:55Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9e3384c40a70776f2cd9357692809134b3c553d5",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.137",
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          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "e12416e15bafdac01eafe2d7829d8eeea626395f",
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          "headline": "Merge pull request #226 from MervinPraison/claude/issue-220-20260715-…",
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          "headline": "Merge pull request #224 from MervinPraison/claude/issue-221-20260715-…",
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          "body": "The debug-run deep link only pushed the /runs?session= URL state in the\ntraces fallback branch, dropping the session when a runs page exists.\nPush the URL state before navigating in both cases so Run Flight Recorder\n(STITCH-007) receives session context when it lands.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
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          "body": "Track B session-filter implementation: new /inbox three-pane view that\nderives threads from channel-backed sessions + chat history, persists\nstatus/assignee via session state, replies through the chat transport,\nand deep-links to /chat and /work. Surfaces platform/channel_id in the\nsessions list API.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
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          "headline": "feat: add Channel Inbox unified multi-channel message hub (fixes #220)",
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          "headline": "feat: Eval Quality Cockpit regression dashboard (fixes #219)",
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          "body": "POST /api/sessions/{id}/fork branches a chat session into a new child,\ncopying messages up to an optional up_to_index and recording parent\nmetadata. Backend primitive for the Agent Playground (STITCH-011).\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "feat: add session fork endpoint for Agent Playground (fixes #221)",
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          "headline": "Merge pull request #206 from MervinPraison/claude/issue-196-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T08:53:57Z",
          "body_truncated": false,
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        },
        {
          "oid": "fbd131063974c0a2fc9386ea87beb2047f03b021",
          "body": "…0719\n\nfeat: Unified Work Hub /work (STITCH-003)",
          "is_bot": true,
          "headline": "Merge pull request #203 from MervinPraison/claude/issue-197-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T08:49:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "198c67528c6c169b91b67f768d33b55379c9392d",
          "body": "…0719\n\nfeat: first-run onboarding gate for gateway auth (STITCH-004)",
          "is_bot": true,
          "headline": "Merge pull request #202 from MervinPraison/claude/issue-198-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T08:46:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "303e6305e629e5463bf1e6434284b25112091e59",
          "body": "…0719\n\nfeat: Agent Command Center overview (STITCH-001)",
          "is_bot": true,
          "headline": "Merge pull request #201 from MervinPraison/claude/issue-195-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T08:42:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17689c44681830f1ed4ad7dab0a7332f18d58cc1",
          "body": "…xes #200)\n\nAdd /code-studio dashboard view: lazy Monaco editor, language picker,\nsandbox execution via existing /api/code/* endpoints, output/errors/artifacts\ntabs, client-side run history, snippet save, and Send to Agent handoff that\nprefills the chat composer via aiui:prefill-composer.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add Code Studio view with sandbox execute and Send to Agent (fi…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T08:41:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f0d08f1cc25712155c71a52c3d4b8744d52a2e8a",
          "body": "…000000\n\nfeat: plugin marketplace dashboard page (STITCH-005)",
          "is_bot": true,
          "headline": "Merge pull request #204 from MervinPraison/claude/issue-199-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T08:39:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32d27c20c8c2b029783e0d7ca051ad0b8eed5381",
          "body": "Interpolated plugin name/description/id/category/version/permissions into\ninnerHTML without escaping, unlike sibling views (mcp.js, channels.js,\nchat.js) which use an esc() helper. Add the same esc() helper and apply it\nfor defense-in-depth and convention consistency.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: escape server-provided plugin fields in marketplace view (XSS)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:46:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c52728c9e3a7aaedaebda7e5c2286ccf2b7e2e39",
          "body": "Declaring pendingHandled (let) and tryDeepLink after the\ncreateInteractiveBoard call that closes over them was a temporal-dead-zone\nhazard. Move them above the board construction and simplify the onOpen\ndeep-link guard.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: hoist pendingHandled/tryDeepLink above board init in work-hub",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:44:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da9d7425b97809e8930ee40ef62776a3bcef9b2e",
          "body": "The first-run onboarding gate stored the gateway bearer token in\nsessionStorage but no dashboard data fetch (/api/pages, /ui-config.json,\nview modules, /api/health, …) attached it, so protected APIs kept\nreturning 401 after \"Connect\" — defeating the feature. Install a\none-time window.fetch wrapper i\n[…]\ne-origin requests when present, preserving any explicit\nAuthorization header and remaining a no-op in standalone/no-token mode.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: apply onboarding gateway token to all dashboard API calls",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:44:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0b0dfb6f5f14de2efe6cdfe55342b727afde58c2",
          "body": "The overview dispatched an aiui:select-agent CustomEvent that had no\nlistener anywhere, so 'Chat now'/'Chat' buttons navigated to the chat\npage but never pre-selected the agent (dead deep-link). Replace it with\nthe established ?agent=<name> URL param that chat.js already reads on\nmount (chat.js:771), matching the canonical selectSession pattern.\nPass agent name (option value) instead of id so the selector matches.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: wire 'Chat now' deep-link to existing ?agent= param",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:43:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b84b9d3ee71b8b141f4ceaceae173ae3cba0c711",
          "body": "…xes #196)\n\nAdd a server-driven context budget indicator to the chat composer:\n- GET /api/chat/context-stats returns a char-based token estimate with a\n  deterministic breakdown (system/tools/messages/memory).\n- Token ring wraps the send button with healthy/warning/critical/over\n  states, dashed arc\n[…]\nntext_update/context_compacted\n  events, and a 5s poll fallback.\n- i18n keys added for en/es/fr.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: composer context token ring, memory chip, compaction banner (fi…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T07:27:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "74260cd68a0761b6c19432b8177673d8a825a6ec",
          "body": "Add a /marketplace dashboard view that browses, inspects permissions,\ninstalls, and uninstalls plugins via the existing features/marketplace.py\nbackend. Registers the view in dashboard.js BUILTIN_VIEWS and adds the\npage entry (Agent group) with the /api/marketplace/plugins endpoint.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add plugin marketplace dashboard page (fixes #199)",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T07:26:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "00bbdd29a66afbb7c8db2825fc0e57e0be9a2dec",
          "body": "Co-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: add Unified Work Hub /work three-pane surface (fixes #197)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:25:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3c62a9cc0358fc99df0aa919f307c30ced7aa7e",
          "body": "Add a guided 4-step onboarding overlay shown on first visit when the\ndashboard runs in gateway mode and the user is unauthenticated,\nreplacing the raw HTTP 401 experience. The gate runs in dashboard.js\ninit() before buildDashboard() and skips for standalone/authenticated\nusers and when the \"don't show again\" flag is set.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: first-run onboarding gate for gateway auth (fixes #198)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:25:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7998b8ccc04de609a27ac0ea675174133d2ed0e8",
          "body": "…e (fixes #195)\n\nReplace the single-endpoint Overview with a mission-control home that fetches\n9 APIs in parallel (Promise.allSettled): 6 live metric cards with sparklines,\nan active-agents table with a detail drawer, a priority-sorted needs-attention\nfeed with inline approve/deny, a recent-activity\n[…]\nn cleanup. All API strings are HTML-escaped.\n\nAdds reusable metricCard, sparklineSVG, esc and timeAgo helpers to _helpers.js.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: Agent Command Center overview with live agents, approvals, usag…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:24:15Z",
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        },
        {
          "oid": "2ebb56f6090df0fcd81a18d24cfe014ecee7d176",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.132",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T02:00:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6725a5bdf7e112652490b974c0b841e322b8a2ca",
          "body": "…0819\n\nfix: honor aiui run --port for gateway examples that delegate to async main()",
          "is_bot": true,
          "headline": "Merge pull request #194 from MervinPraison/claude/issue-191-20260713-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T10:12:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1f953be767ae183410b81ceb7cdd7f6a7645237",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.131",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-13T10:08:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee994b586dacbed7f0e0030e68a2c765c87bbf7f",
          "body": "…120000\n\nfix: isolate OPENAI_API_KEY in realtime lifecycle test",
          "is_bot": true,
          "headline": "Merge pull request #193 from MervinPraison/claude/issue-192-20260713-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T10:04:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44428e5caf6b8d45677be7f4548eed714ceb0a1f",
          "body": "Set PORT/HOST env before delegating to a user-defined async main() so\ngateway examples that read os.getenv(\"PORT\") honor the CLI --port flag.\nExplicit env set by the user takes precedence over the CLI flag.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: propagate --port/--host to gateway main() delegation (fixes #191)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T08:25:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1748d6d02331239bf485da84f711668d3de1930b",
          "body": "… #192)\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: isolate OPENAI_API_KEY in realtime session lifecycle test (fixes…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-13T08:21:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a45c3af00617e2c189966cbb3fddbb3b26a79349",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.130",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-10T10:49:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b54d94dd5645832efa0e4d5ebac25bcc410a4df2",
          "body": "…0829\n\nfeat: restore Channels dashboard Add/Delete/Test CRUD UI",
          "is_bot": true,
          "headline": "Merge pull request #190 from MervinPraison/claude/issue-189-20260710-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-10T10:46:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9e8b126289ac5e34b8e1afdee714bf9b02f36b7",
          "body": "Restore the + Add Channel modal, per-platform credential fields, setup\nhints, and card actions (Enable/Disable, Restart, Test, Delete) that were\nremoved in the 3961508 refactor. Aligned with #176 secret policy (env\nreferences, no plaintext prefill, inline 400 errors surfaced) and #172\ndropdown contr\n[…]\npi/channels preset to\nthe API Explorer and neutralizes the legacy read-only plugin so it no\nlonger clobbers the managed view.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: restore Channels dashboard Add/Delete/Test CRUD UI (fixes #189)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-10T08:34:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2fb299a454e981ccd4b410f33c178a14433ab69e",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.129",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T17:05:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e288fca9cae4e272874e5aaafe950639d4c7031d",
          "body": "…0849\n\nfix: dashboard generator emits main before shellHeader insertBefore (#174)",
          "is_bot": true,
          "headline": "Merge pull request #184 from MervinPraison/claude/issue-174-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:53:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3dd9b218dd8f13ecdbc400abb1bdfa3da395274",
          "body": "…120000\n\nfeat: surface user-visible errors for offline chat send",
          "is_bot": true,
          "headline": "Merge pull request #182 from MervinPraison/claude/issue-177-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:51:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "949a1862daae9e9e694e23c7fb2555231a4d7287",
          "body": "…120000\n\nfix: expose Ctrl+K command palette globally + guard init idempotency",
          "is_bot": true,
          "headline": "Merge pull request #181 from MervinPraison/claude/issue-178-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "716754690080f322be4c64b883edca7cfc589ff7",
          "body": "…rebase\n\nThe rebase onto main kept main's showDashboardInitError() helper, which\nsupersedes this PR's showShellError() and renders the same .db-error\nbanner with role=alert. Update the RC-2 assertions to match the surviving\nhelper name; UX guarantee (visible shell error on missing #db-main-content)\nis unchanged.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test: align shell-error assertions with showDashboardInitError after …",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:10:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e029f6e063798d900a2b612fe0c527951fd03ed4",
          "body": "Add defensive shell error UI in dashboard.js selectPage, offline-aware\nHTTP fallback messaging with toast, role=alert on system error bubbles,\nand a try/catch guard around ws.send in chat.js sendMessage.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: surface user-visible errors for offline chat send (fixes #177)",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:06:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "32e855284064528b2b5f850ce39912d8120b1600",
          "body": "…120000\n\nfix: dark-theme dropdown contrast and sidebar header overlap",
          "is_bot": true,
          "headline": "Merge pull request #173 from MervinPraison/claude/issue-172-20260630-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:04:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e31df90d0e44deaf3ac0141e05912ccbdd400a40",
          "body": "…000000\n\nfix: surface selectPage error when dashboard shell incomplete",
          "is_bot": false,
          "headline": "Merge pull request #179 from MervinPraison/claude/issue-175-20260708-…",
          "author_name": "Mervin Praison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:04:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c66b65e53061e10acb41bac6e0cec7028f5c4b",
          "body": "…120000\n\nfix: redact channel secrets in all API responses",
          "is_bot": true,
          "headline": "Merge pull request #180 from MervinPraison/claude/issue-176-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0c298802b2c8940e9676d02f860e7d5912e7df7",
          "body": "… (fixes #174)\n\nThe dashboard.js generator emitted root.insertBefore(shellHeader, main)\nbefore root.appendChild(main), so regenerating the bundle re-introduced\nthe #166/#174 insertBefore NotFoundError. Reorder the generator to append\nmain first, and lock it with a source-parsing regression test.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: emit main before shellHeader insertBefore in dashboard generator…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45a5f0cd2d33a991ad8b5824bacc511b4f7c77ad",
          "body": "The Ctrl+K/Cmd+K binding moved to initCommandPalette; initSessionSearch\nnow only owns Escape-to-close. Update test_ctrl_k_keydown_handler_present\nto assert the current architecture instead of the outdated contract.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test: align session-search Ctrl+K test with command-palette ownership",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "1b0e1646c99e1f67ca3b516b53639be7aacde4a6",
          "body": "…s #178)\n\nBQA-002 (insertBefore) and the base command palette are already present in\nthe shipped dashboard bundle. This closes the remaining acceptance gaps:\nopenCommandPalette is now reachable in the global scope\n(typeof openCommandPalette === 'function') and initCommandPalette no longer\ndouble-registers its keydown handler on HMR / full reload.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "fix: expose command palette globally and guard init idempotency (fixe…",
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          "body": "…d of erroring\n\nfind_spec(\"praisonai.jobs\") raises ModuleNotFoundError (not returns None)\nwhen the parent 'praisonai' package is absent, aborting collection of the\nentire tests/unit suite in CI. Wrap in a helper that treats the missing\nparent as unavailable so the SDK test skips cleanly.\n\nCo-authored-by: praisonai-triage-agent[bot] <praisonai-triage-agent[bot]@users.noreply.github.com>",
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          "headline": "fix(ci): guard find_spec so missing praisonai parent pkg skips instea…",
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          "body": "…ction\n\n_validate_config_security used the narrow exact-match SECRET_FIELD_PATTERNS\nwhile _redact_config_secrets was hardened to also catch *_token/*_key/*_secret/\n*_password suffix keys. This closed the read leak but still let inline\napp_token/signing_secret/client_secret values be stored on write.\n[…]\nboth\npaths through the shared _is_secret_key helper so suffix secrets are rejected\nat write time too, and add regression tests.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
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          "headline": "fix(channels): align write-path secret validation with read-path reda…",
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          "body": "GET /api/channels and related handlers serialized the in-memory _channels\ndict verbatim, exposing config.bot_token and other secrets. Harden\n_redact_config_secrets to cover *_token/*_key/*_secret/*_password suffix\nkeys (app_token, signing_secret, client_secret) and emit a <key>_set flag,\nand redact \n[…]\nusly-unredacted _toggle response. Write path still\naccepts and uses real tokens for bot startup.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "body": "…172)\n\nNative <select> option popups inherited the dashboard light foreground\nwhile the browser painted a white system surface, producing unreadable\nwhite-on-white platform labels. Add explicit dark-surface/light-text\nstyling for .db-form-select option and any dashboard select option, plus\nan accent\n[…]\nand title truncates with an\nellipsis and reserves space for the toggle, preventing text overlap.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "body": "find_spec(\\\"praisonai.jobs\\\") raises ModuleNotFoundError when the parent\npackage is absent, aborting pytest collection. Catch that and skip.\nAlso add claude-code-action and restore it after PR checkout for merge gate.",
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          "body": "Port claude-review-recovery and scheduled post-missing-claude-final from\nPraisonAI, with allowStaleRepost so FINAL can be re-posted after new commits.\nRemove duplicate bot-pr-trigger-reviews job.",
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          "headline": "Merge pull request #183 from MervinPraison/infra/gate-setup",
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          "body": "Port PraisonAI gate scripts with gate-config.js for PraisonAIUI paths,\nsingle-package release preflight, pipeline label sync, Opus merge gate,\nCI failure Claude trigger, pypi-auto patch releases, and review-chain hooks.",
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                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 76,
            "inputs": {
              "packages": [
                "aiui"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 38291
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "38,291 downloads/month across pypi",
                "points": 61.1,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 38291,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 61,
        "weight": 0.24,
        "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
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                ],
                "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
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                  }
                ],
                "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
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                  }
                ],
                "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": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "merged_prs": 110,
              "open_issues": 10,
              "closed_issues": 123,
              "issue_closed_ratio": 0.925,
              "closed_unmerged_prs": 1
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "92% of issues closed",
                "points": 43.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 92
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "110/111 decided PRs merged",
                "points": 37.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 110,
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/18 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "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"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 71,
            "inputs": {
              "followers": 1142,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "MervinPraison",
              "public_repos": 348,
              "account_age_days": 5754
            },
            "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": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,142 followers of MervinPraison",
                "points": 22,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1142,
                      "login": "MervinPraison"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "348 public repos, account ~15 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 348
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "aiui"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "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"
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "139 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 139
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                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
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                ],
                "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": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
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                  }
                ],
                "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": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "http://ui.praison.ai/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
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            "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": "http://ui.praison.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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 30,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 30,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/18 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 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": {}
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                ],
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "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": "172 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
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            ]
          }
        ],
        "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": 69,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.792,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 5325
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
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                  }
                ],
                "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": "38 of 48 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 48
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                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": true,
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              "typecheck_configs": [
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              "agent_commit_share": 0.23,
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              "dependency_bot_commit_share": 0
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            "components": [
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                "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": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 11
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              {
                "key": "static_type_checking",
                "name": "Static type checking",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 11
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              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "23 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "agent_authored_commits",
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                      "sampled": 100
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                  }
                ],
                "max_points": 10
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              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
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                ],
                "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
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            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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            "inputs": {
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              "largest_source_bytes": 1286426,
              "source_files_sampled": 516,
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  "warnings": [
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    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:aiui@0.3.137; advisories assessed against the repository dependency graph instead"
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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 v0.27.0 — повна методологія · вікі метрик.

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