Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 11:43 UTC

Yuan-lab-LLM / ClawManager

A Kubernetes-native control plane for AI agent instance management, with governed AI access, runtime orchestration, and reusable resources across multiple agent runtimes.

TypeScript · GoMIT★ 1 916 зірок⑂ 150 форківз бер. 2026 р.Переглянути на GitHub ↗

Yuan-lab-LLM/ClawManager має індекс здоров’я 68 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (90/100), найнижчий — Security (47/100). Останнє оновлення було 1 день тому. Більшість нещодавньої роботи виконує один учасник.

68
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.

68
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

Yuan-lab-LLMОсобистий обліковий запис
65 підписників8 публічних репозиторіївз груд. 2025 р.

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

Метрики за категоріями

Життєздатність

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

86Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 1 дн. тому
12.5/36Ритм комітів — 18/52 тижнів із комітами
18/18Обсяг комітів — 203 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year203
human_commit_share1
days_since_last_push1
active_weeks_last_year18
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 41 релізів
36/36Свіжість релізів — останній реліз 1 дн. тому
27/27Ритм релізів — реліз кожні ~3,8 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count41
latest_release_tagv2026.7.21
releases_from_tagsні
days_since_latest_release1
mean_days_between_releases3,8
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?

65Помірний · 18% загального індексу
Як обчислюється оцінка
53.2/60Зірки — 1 916 зірок
18.1/25Форки — 150 форків
7.2/15Спостерігачі — 21 спостерігачів
Використані вхідні дані
forks150
stars1 916
watchers21
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
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?

51Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
7.5/22.5Розподіл комітів — головний контриб’ютор — автор 67% комітів
13.5/13.5Широта контриб’юторів — 11 контриб’юторів
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Використані вхідні дані
bus_factor1
contributors_sampled11
top_contributor_share0,667
Як обчислюється оцінка
34.9/46.8Вирішення issue — закрито 75% issue
34.7/38.3Прийняття PR — злито 88/97 вирішених PR
10.5/15OpenSSF Scorecard: Code-Review — Found 10/14 approved changesets -- score normalized to 7
Використані вхідні дані
merged_prs88
open_issues15
closed_issues44
issue_closed_ratio0,746
closed_unmerged_prs9

Власність та опіка

39У зоні ризику
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
13.1/25Охоплення власника — 65 підписників у Yuan-lab-LLM
8.1/25Послужний список — 8 публічних репозиторіїв, вік облікового запису ~0 р.
Використані вхідні дані
followers65
owner_typeUser
is_verified
owner_loginYuan-lab-LLM
public_repos8
account_age_days209
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Інженерна якість

Чи наявні базові інженерні практики та документація?

90Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 3 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

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://yuan-lab-llm.github.io/ClawManager/
10/10Опис репозиторію
10/10Теми — 4 тем
10/10Wiki
Використані вхідні дані
topicskubernetes, openclaw, webtop, hermes
has_wikiтак
homepagehttps://yuan-lab-llm.github.io/ClawManager/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

47У зоні ризику · 16% загального індексу

Стан безпеки

47У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
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
5.2/7.5Code-Review — Found 10/14 approved changesets -- score normalized to 7
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
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 — 46 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,7
Виключено з оцінювання (немає даних або не застосовно): branch_protection, 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
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 83 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,83
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — backend/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — eslint.config.js
11/11Статична перевірка типів — e2e/tsconfig.json, frontend/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
6/10Підтверджена практика роботи з агентами — 3 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Використані вхідні дані
has_nixні
has_testsтак
lockfilesgo.sum, package-lock.json
has_dockerfileтак
typed_languageтак
bootstrap_filesbackend/Makefile
has_devcontainerні
has_linter_configтак
typecheck_configse2e/tsconfig.json, frontend/tsconfig.json
agent_commit_share0,03
toolchain_manifestsbackend/go.mod
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — TypeScript (статично типізована)
52.6/55Керовані розміри файлів — 18/418 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageTypeScript
largest_source_bytes399 367
source_files_sampled418
oversized_source_files18

Ключові факти

1 916зірок GitHub
11контриб'юторів
203комітів за останні 12 місяців
1днів від останнього пушу
41релізів
1бас-фактор
15відкритих issue
Go, npmпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

Історія зірок і форків 0 ★ / 150 ⇿
0Зірки
150Форки
40Релізи

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.

0255075100125150150202026-032026-052026-07
Мажорні 0Мінорні 0Патчі 40
OpenSSF Scorecard 4.7 / 10
4.7сукупно

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 · 2026-07-22 11:41 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
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
7Code-ReviewFound 10/14 approved changesets -- score normalized to 7
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
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
0Vulnerabilities46 existing vulnerabilities detected
Прямі залежності 22
РеєстрПакетОбмеження версіїМаніфест
Gogithub.com/gin-gonic/ginv1.12.0backend/go.mod
Gogithub.com/go-playground/validator/v10v10.30.1backend/go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.0backend/go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1backend/go.mod
Gogithub.com/gorilla/websocketv1.5.3backend/go.mod
Gogithub.com/upper/db/v4v4.10.0backend/go.mod
Gogolang.org/x/cryptov0.49.0backend/go.mod
Gogopkg.in/yaml.v3v3.0.1backend/go.mod
Gok8s.io/apiv0.32.3backend/go.mod
Gok8s.io/apimachineryv0.32.3backend/go.mod
Gok8s.io/client-gov0.32.3backend/go.mod
npm@tanstack/react-query^5.90.21frontend/package.json
npm@xterm/addon-fit^0.11.0frontend/package.json
npm@xterm/addon-unicode11^0.9.0frontend/package.json
npm@xterm/xterm^6.0.0frontend/package.json
npmaxios^1.13.6frontend/package.json
npmjs-yaml^4.2.0frontend/package.json
npmlucide-react^1.17.0frontend/package.json
npmreact^19.2.4frontend/package.json
npmreact-dom^19.2.4frontend/package.json
npmreact-router-dom^7.13.1frontend/package.json
npmzustand^5.0.11frontend/package.json
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
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        {
          "tag": "v2026.7.18",
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          "published_at": "2026-07-18T03:56:02Z"
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        {
          "tag": "v2026.7.14",
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        {
          "tag": "v2026.7.13",
          "kind": "patch",
          "published_at": "2026-07-13T04:32:22Z"
        },
        {
          "tag": "v2026.7.11",
          "kind": "patch",
          "published_at": "2026-07-11T04:07:42Z"
        },
        {
          "tag": "v2026.7.3",
          "kind": "patch",
          "published_at": "2026-07-03T04:42:27Z"
        },
        {
          "tag": "v2026.7.1",
          "kind": "patch",
          "published_at": "2026-07-01T09:47:17Z"
        },
        {
          "tag": "v2026.6.25",
          "kind": "patch",
          "published_at": "2026-06-25T07:10:09Z"
        },
        {
          "tag": "v2026.6.24",
          "kind": "patch",
          "published_at": "2026-06-24T05:05:12Z"
        },
        {
          "tag": "v2026.6.17",
          "kind": "patch",
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          "kind": "patch",
          "published_at": "2026-06-14T06:56:10Z"
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        {
          "tag": "v2026.6.5",
          "kind": "patch",
          "published_at": "2026-06-05T05:16:19Z"
        },
        {
          "tag": "v2026.5.29",
          "kind": "patch",
          "published_at": "2026-05-29T05:12:43Z"
        },
        {
          "tag": "v2026.5.27",
          "kind": "patch",
          "published_at": "2026-05-27T05:16:17Z"
        },
        {
          "tag": "v2026.5.23",
          "kind": "patch",
          "published_at": "2026-05-23T04:39:50Z"
        },
        {
          "tag": "v2026.5.19",
          "kind": "patch",
          "published_at": "2026-05-19T04:59:55Z"
        },
        {
          "tag": "v2026.5.13",
          "kind": "patch",
          "published_at": "2026-05-13T04:44:48Z"
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          "author_name": "Qingshan Chen",
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          "headline": "Merge pull request #137 from Yuan-lab-LLM/wechat",
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          "headline": "update wechat image",
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          "body": "feat: manage instances with Deployments",
          "is_bot": false,
          "headline": "Merge pull request #135 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-06-05T02:48:31Z",
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          "headline": "fix: resource skill upload and team member numbering",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-06-02T08:22:11Z",
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          "body": "Create instance workloads as single-replica Deployments instead of bare Pods so Kubernetes can recreate Pods after deletion, eviction, or node/runtime failures.\nUpdate stop/delete and orphan cleanup to remove Deployments before residual Pods, and improve status sync to keep instances creating while a Deployment exists without a Pod and avoid stale Failed/Evicted Pods affecting instance state.",
          "is_bot": false,
          "headline": "feat(k8s): manage instance workloads with Deployments",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-06-02T02:14:23Z",
          "body_truncated": false,
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          "headline": "fix(instance): mount Hermes/desktop PVCs at /config with legacy layou…",
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          "author_login": null,
          "committed_at": "2026-06-02T01:15:59Z",
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          "body": "Tune desktop clipboard and shared memory defaults",
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          "headline": "Merge pull request #131 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
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          "body": "- Disable Webtop/KasmVNC bidirectional clipboard sync by default to reduce accidental paste during remote desktop input\n- Derive desktop runtime /dev/shm defaults from instance memory: 1G for 4G, 2G for 8G, and 4G for 12G+\n- Preserve explicit SHM_SIZE_GB overrides and keep shell runtime behavior unchanged\n- Add tests for openclaw/hermes clipboard policy and /dev/shm default selection\n- Support multiple OpenClaw channel resources and fix alias injection",
          "is_bot": false,
          "headline": "Tune desktop clipboard and shared memory defaults",
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          "headline": "Merge pull request #130 from Yuan-lab-LLM/Iamlovingit-patch-1",
          "author_name": "Qingshan Chen",
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          "committed_at": "2026-05-27T02:19:31Z",
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          "body": "update",
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          "headline": "update wechat group image",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
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          "body": "feat: add Bundle Skills, WeCom channel, configurable archive limit",
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          "headline": "Merge pull request #128 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
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          "body": "…ix #123\n\n- Bundle Skills: attach skills to config bundles, auto-resolve on creation. Migration 022 adds openclaw_config_bundle_skills table. Fix #123\n- WeCom channel: wecom connector with botId/secret/dmPolicy/allowFrom\n- CLAWMANAGER_WORKSPACE_ARCHIVE_MAX_MIB controls archive size limit, synced to nginx client_max_body_size via start.sh\n- Update deployment manifests, i18n, and frontend UI",
          "is_bot": false,
          "headline": "feat: add Bundle Skills, WeCom channel, configurable archive limit, f…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-26T09:17:07Z",
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        },
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          "body": "…cation\n\nAdd cursor-based GET /teams/:id/tasks and GET /teams/:id/events APIs.\nTeam detail page loads older messages on scroll/click and deduplicates\ncollaboration chat messages with improved thread ordering.",
          "is_bot": false,
          "headline": "feat(team): add paginated task/event history and improve chat dedupli…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-25T02:29:25Z",
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        },
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          "body": "feat: add openclaw shell runtime preset",
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          "headline": "Merge pull request #126 from Iamlovingit/codex/shell",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
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          "headline": "feat: add openclaw shell runtime preset",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T11:21:11Z",
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        },
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          "body": "feat: add shell runtime and harden team shared storage",
          "is_bot": false,
          "headline": "Merge pull request #124 from Iamlovingit/codex/shell",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T07:22:33Z",
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          "is_bot": false,
          "headline": "feat: add shell runtime and harden team shared storage",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T07:06:59Z",
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          "oid": "8bfd6340e985e3fa17e1177ee9105a94254f95f7",
          "body": "# Conflicts:\n#\tbackend/internal/services/instance_service.go\n#\tbackend/internal/services/k8s/pod_service.go\n#\tbackend/internal/services/k8s/pod_service_test.go\n#\tfrontend/src/components/InstanceAccess.tsx",
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          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T14:12:46Z",
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          "headline": "Merge pull request #122 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T14:03:13Z",
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        },
        {
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          "body": "feat(team): Multi-agent Team control plane across runtimes (Leader-mediated collaboration)",
          "is_bot": false,
          "headline": "Merge pull request #121 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T09:21:02Z",
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        },
        {
          "oid": "3fe1418d5e4995be72b4208a419967167f512222",
          "body": "…diated collaboration)\n\n- Add migrations plus Team/Member/Task/Event APIs; Redis Streams consumer projects inbox/events into DB as source of truth\n- Inject Team Secret (Redis URL, team token) via envFrom; shared RWX PVC at /team; sync ConfigMap roster to /team/team.json\n- Create member Pods through \n[…]\n\n- Add /teams, /teams/new, /teams/:id: creation wizard (roster, presets, shared env/OpenClaw plan), per-member desktops, collaboration timeline, debug dispatch (defaults to Leader when target omitted)",
          "is_bot": false,
          "headline": "feat(team): Multi-agent Team control plane across runtimes (Leader-me…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-18T08:30:26Z",
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          "is_bot": false,
          "headline": "shell init",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-13T12:19:44Z",
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          "body": "fix: paginate user management list",
          "is_bot": false,
          "headline": "Merge pull request #119 from Iamlovingit/codex/bugfix",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-12T14:59:17Z",
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          "is_bot": false,
          "headline": "fix: paginate user management list",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-12T12:35:37Z",
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          "headline": "Merge pull request #116 from Iamlovingit/wechat",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
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          "headline": "update wechat jpg",
          "author_name": "Qingshan Chen",
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          "headline": "Merge pull request #112 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-07T09:37:51Z",
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          "headline": "fix build issue",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-07T03:00:33Z",
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        {
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          "body": "- add configurable /dev/shm mounts for instance pods with a bounded SHM_SIZE_GB override\n- introduce pod security modes and use chromium-compat for OpenClaw instead of privileged\n- keep privileged mode only as an explicit admin fallback\n- remove the node-level clawmanager-node-tuner manifest to avoid changing host security defaults\n- fix k3s HTTPS and API/proxy service port mappings\n- add tests for SHM parsing and pod security mode behavior",
          "is_bot": false,
          "headline": "fix: resolve OpenClaw upload crash with least-privilege pod settings",
          "author_name": "litiantian03",
          "author_login": null,
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          "is_bot": false,
          "headline": "Merge pull request #111 from hippoley/fix/pv-hostpath-persistent",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-07T01:53:43Z",
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          "oid": "963a1c378e4a7986fd16a8b405c55ffab6dfad79",
          "body": "BREAKING: PV hostPath prefix changed from /tmp/clawreef/ to /data/clawreef/\n\nProblem:\n- PV hostPath was hardcoded to /tmp/clawreef/user-{id}/instance-{id}\n- /tmp/ is a volatile directory that may be cleaned by systemd-tmpfiles\n  or cleared on node reboot (depending on OS configuration)\n- This caused\n[…]\n to /data/clawreef/\n  and create a symlink for backward compatibility:\n    mkdir -p /data/clawreef\n    mv /tmp/clawreef/* /data/clawreef/\n    rm -rf /tmp/clawreef && ln -s /data/clawreef /tmp/clawreef",
          "is_bot": false,
          "headline": "fix: use persistent path for PV hostPath instead of /tmp/",
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          "body": "fix: make instance deletion asynchronous",
          "is_bot": false,
          "headline": "Merge pull request #104 from Iamlovingit/delinstance",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T11:31:05Z",
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          "headline": "fix: make instance deletion asynchronous",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
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          "body": "update wechat image",
          "is_bot": false,
          "headline": "Merge pull request #103 from Iamlovingit/readmeupdate",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T09:27:26Z",
          "body_truncated": false,
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          "headline": "update wechat image",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
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          "body": "docs: add runtime previews to localized READMEs",
          "is_bot": false,
          "headline": "Merge pull request #100 from Iamlovingit/readmeupdate",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T09:29:38Z",
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          "body": null,
          "is_bot": false,
          "headline": "fix: normalize agents runtime image references",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T09:24:49Z",
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          "is_bot": false,
          "headline": "docs: add runtime previews to localized READMEs",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T08:39:52Z",
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        },
        {
          "oid": "58c35f6ecdc5548f1f8c81dfb45bf7977d9c295d",
          "body": "…dropping\n\nfix: channel editors silently dropping unknown fields on save",
          "is_bot": false,
          "headline": "Merge pull request #88 from naiqus/fix/openclaw-channel-editor-field-…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:14:37Z",
          "body_truncated": false,
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        },
        {
          "oid": "36def64226c7f5e8674be64c912d637b484b6028",
          "body": "feat: add hermes runtime integration",
          "is_bot": false,
          "headline": "Merge pull request #99 from Iamlovingit/hermes",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:13:26Z",
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          "is_bot": false,
          "headline": "feat: add hermes runtime integration",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:00:57Z",
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        },
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          "oid": "08dce2a29d6a1a2480d61cffb77207feab1526e8",
          "body": "TestNormalizeOpenClawResourceContentPreservesUnknownChannelFields and\nTestNormalizeOpenClawResourceContentPreservesFeishuSiblingAccounts were\ndeclared twice causing build failure.",
          "is_bot": false,
          "headline": "fix: remove duplicate test function declarations",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-27T21:48:07Z",
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          "body": "…om:naiqus/ClawManager into fix/openclaw-channel-editor-field-dropping",
          "is_bot": false,
          "headline": "Merge branch 'fix/openclaw-channel-editor-field-dropping' of github.c…",
          "author_name": "Suqian Zhang",
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          "committed_at": "2026-04-27T21:08:58Z",
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        {
          "oid": "c39df72d5106abd026aa29ac7c24db71a54773c7",
          "body": "Every channel form editor (telegram, dingtalk-connector, slack, feishu)\nsilently drops fields on Save. The user flow that loses data:\n\n  1. Open a channel resource in the JSON tab, add any field not owned\n     by the form (e.g. webhook, custom capabilities, additional feishu\n     accounts).\n  2. Swi\n[…]\nounts\n    guards the feishu deep-merge.\n\nManual verification against a live instance: add `webhook` via the\nJSON tab, switch to Form tab, rotate a secret, Save, reload — the\nwebhook field is retained.",
          "is_bot": false,
          "headline": "fix(openclaw): preserve unknown fields in channel config save path",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-27T21:07:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "30abf94c453455a9ce1911fb653982009ce5188d",
          "body": "fix: default imagePullPolicy to IfNotPresent for air-gapped environments",
          "is_bot": false,
          "headline": "Merge pull request #95 from hippoley/fix/image-pull-policy-configurable",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-27T13:46:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39a76c0f9f29d5fab6068f78eb20590e5a9a62e3",
          "body": "fix(instances): delete legacy network policy before create/start instead of ensuring default",
          "is_bot": false,
          "headline": "Merge pull request #93 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-27T13:45:56Z",
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          "is_coding_agent": false
        },
        {
          "oid": "584b071e35c0b93fbffb26ed8813c5f78354c483",
          "body": "Kubernetes defaults imagePullPolicy to Always when the image tag is\n:latest. This causes pod creation failures in air-gapped and enterprise\nenvironments where nodes cannot reach external registries.\n\nChanges:\n- Add ImagePullPolicy field to PodConfig struct\n- Default to IfNotPresent in CreatePod when not explicitly set\n- Support IMAGE_PULL_POLICY env var for operator override\n- Apply policy to both CreateInstance and StartInstance paths\n\nCloses #94",
          "is_bot": false,
          "headline": "fix: default imagePullPolicy to IfNotPresent for air-gapped environments",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-04-27T08:32:30Z",
          "body_truncated": false,
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        },
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          "oid": "bf0125ab2378e1eca48eb936c6e914f8f838c6a3",
          "body": "…ead of ensuring default",
          "is_bot": false,
          "headline": "fix(instances): delete legacy network policy before create/start inst…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-04-27T01:43:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87fe5a6bdf9062bc686c2ad4f2491522e9db9ed7",
          "body": "Every channel form editor (telegram, dingtalk-connector, slack, feishu)\nsilently drops fields on Save. The user flow that loses data:\n\n  1. Open a channel resource in the JSON tab, add any field not owned\n     by the form (e.g. webhook, custom capabilities, additional feishu\n     accounts).\n  2. Swi\n[…]\nounts\n    guards the feishu deep-merge.\n\nManual verification against a live instance: add `webhook` via the\nJSON tab, switch to Form tab, rotate a secret, Save, reload — the\nwebhook field is retained.",
          "is_bot": false,
          "headline": "fix(openclaw): preserve unknown fields in channel config save path",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-26T15:50:08Z",
          "body_truncated": true,
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        },
        {
          "oid": "3a44141d97478d8821e5359daf5ed32303aa3ff3",
          "body": "…ine-leaks\n\nfix: add graceful shutdown, fix WebSocket Hub race, plug goroutine leaks",
          "is_bot": false,
          "headline": "Merge pull request #92 from hippoley/fix/graceful-shutdown-and-gorout…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T16:42:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49725a8e243cfb7db7af8c145b0f854ca261f89f",
          "body": "fix: .openclaw workspace transfer path and upload handling",
          "is_bot": false,
          "headline": "Merge pull request #87 from naiqus/fix/openclaw-transfer-path",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T16:27:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "313cc57ddc8b770c1fc9cf221a4dcdd233e35b3d",
          "body": "fix: admin sees all users' instances in workspace view",
          "is_bot": false,
          "headline": "Merge pull request #89 from naiqus/fix/admin-instance-view-leakage",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T16:04:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3cea76a391f290c0ec9d574a55033257c469c0d",
          "body": "…-update\n\nfix: cascade snapshot rendered_env when resource is updated",
          "is_bot": false,
          "headline": "Merge pull request #80 from hippoley/fix/cascade-snapshot-on-resource…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T15:55:17Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "cfd9c46ca822fd3369b21786041661cef3c7baa7",
          "body": "Address three HIGH-severity issues from the memory-leak and bloat\nanalysis (issue #56).\n\n1. Graceful shutdown (main.go)\n   - Replace gin's r.Run() with an explicit http.Server so the process\n     can intercept SIGINT / SIGTERM.\n   - On signal: drain active HTTP requests (10 s timeout), then stop\n   \n[…]\nessServiceStopTerminatesCleanup: Stop() is safe and\n  the service remains functional for token ops afterward\n\nAll existing tests continue to pass; full project build and regression\nverified.\n\nRef: #56",
          "is_bot": false,
          "headline": "fix: add graceful shutdown, fix WebSocket Hub race, plug goroutine leaks",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-04-24T12:07:13Z",
          "body_truncated": true,
          "is_coding_agent": false
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          "oid": "7bb6a19b8500ea67d93da4d4e48e0c13836deb89",
          "body": "When a resource is updated, all compiled/active snapshots that reference\nit (directly or via dependsOn) are now automatically recompiled so their\nrendered_env_json stays in sync.\n\nKey changes:\n- snapshotReferencesResource checks ResolvedResourcesJSON first (full\n  resolved set including dependsOn), \n[…]\ns from clobbering each other\n- ListActiveSnapshots queries both 'compiled' and 'active' statuses\n- Cascade runs in a background goroutine; errors are logged but never\n  fail the resource update itself",
          "is_bot": false,
          "headline": "fix: cascade recompile active snapshots when a resource is updated",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-04-24T10:08:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "a33f3fee16e036476133b9d5c04d2ad78a904197",
          "body": "Summary\n-------\nLogging in as an admin and navigating to Workspace → My Instances\nreturned every instance in the cluster instead of the admin's own.\nRole was overloaded to both widen the admin console surface AND\nwiden the self-scoped list endpoint, so the workspace view broke\nthe owner-isolation co\n[…]\nrun build` all pass.\n\nScope note\n----------\nThis PR fixes the listing leak only. Per-instance handlers in\n`instance_handler.go` retain their existing inline role checks\nand will be audited separately.",
          "is_bot": false,
          "headline": "fix(instances): admin sees all users' instances in workspace view",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-24T01:37:26Z",
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          "body": null,
          "is_bot": false,
          "headline": "fix(openclaw): align upload limit to 50 MiB",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-24T00:08:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bea828cbb0a1b0e2508e7be4a87ffc146a084a91",
          "body": "The previous error handler fell back to the button label when the server\ndid not return a JSON body (e.g. nginx 413 plain-HTML response), producing\na popup that said \"Import .openclaw\" on failure - indistinguishable from\na success message.\n\nAdd describeOpenClawError() that:\n- surfaces server-supplie\n[…]\n HTTP status code.\n\nAlso emit distinct i18n strings for success (importOpenClawSuccess) and\nfailure (importOpenClawFailed / exportOpenClawFailed) across all 5\nsupported languages (en, zh, ja, ko, de).",
          "is_bot": false,
          "headline": "fix(frontend): show meaningful error messages for OpenClaw import/export",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-24T00:02:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "255a5c6d0d6a8cf174467837b833943ebf161ea5",
          "body": "Wrap c.Request.Body with http.MaxBytesReader(512 MiB) so oversize\nuploads that bypass the edge (or when nginx is swapped for another\nproxy) produce a JSON 413 with a clear message rather than a generic\n500 or a parser-side surprise. Also guards against header-declared\nsizes exceeding the cap.\n\nAligns backend and nginx limits on a single named constant.",
          "is_bot": false,
          "headline": "fix(openclaw): return structured 413 for oversize import uploads",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-24T00:00:09Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "4bde3cdb0bfa13fe753b006d273a050748edb6e5",
          "body": "Nginx default client_max_body_size is 1 MiB. Any real .openclaw workspace\narchive exceeds that, so the Import endpoint rejects uploads with a plain\nHTML 413 Content Too Large response long before the request reaches the\nGo backend (which already permits up to 512 MiB via io.LimitReader).\n\nSet client_max_body_size to 512m on the server block so the edge limit\nmatches the backend limit.",
          "is_bot": false,
          "headline": "fix(nginx): raise client_max_body_size to 512m for .openclaw uploads",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-23T23:59:26Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "78411ad61169ec334db5474606691688fde0b3a4",
          "body": "Adds build-tagged (//go:build integration) tests that exercise the\nExport and Import commands against a real OpenClaw pod:\n\n- Export_RoundTrip: seeds a marker file under /config/.openclaw, runs\n  buildExportCommand(), asserts the marker is present in the streamed\n  tar.gz.\n- Export_MissingWorkspace:\n[…]\nile is owned by uid:gid 1000:1000, verifying the\n  `su abc` wrap.\n\nSkipped by default (unit tests cover the command-string contract);\nenable with `go test -tags integration` and OPENCLAW_TEST_POD set.",
          "is_bot": false,
          "headline": "test(openclaw): integration tests for transfer service",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-23T23:43:39Z",
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        {
          "oid": "08eb5b67aedd2c6235a2e9a608b3a7b1027178f8",
          "body": "ExportOpenClaw now maps services.ErrOpenClawWorkspaceMissing to HTTP 404\nwith an explicit message, and rejects archives below a conservative\nminimum-size threshold (100 bytes) as HTTP 500 rather than streaming an\nempty body to the client with Content-Type: application/gzip.\n\nTogether with the service-side base-dir fix, this closes the\nsilent-failure path where downloading .openclaw from an instance without\na workspace produced a 200 OK with zero payload.",
          "is_bot": false,
          "headline": "fix(openclaw): surface empty export as 404 instead of silent zero stream",
          "author_name": "naiqus",
          "author_login": "naiqus",
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          "oid": "cb6cb00d5c103455095ceee78ca85d50cc55520e",
          "body": "…TENT_DIR\n\nPreviously Export/Import expanded ${HOME:-/home/user} to locate the\n.openclaw workspace. kubectl exec spawns a fresh process as root with\nHOME=/root, while the real workspace lives at /config/.openclaw (the\nlinuxserver entrypoint runs as user abc with HOME=/config). The result\nwas a silen\n[…]\n proper HTTP status instead of streaming zero bytes.\n\nImport now re-execs the extract as user abc via `exec su abc -s /bin/sh`\nso restored files land owned by uid 1000, matching pod runtime ownership.",
          "is_bot": false,
          "headline": "fix(openclaw): resolve transfer base dir via CLAWMANAGER_AGENT_PERSIS…",
          "author_name": "naiqus",
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            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 51,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 11,
              "top_contributor_share": 0.667
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 67% of commits",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 67
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "11 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 11
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 88,
              "open_issues": 15,
              "closed_issues": 44,
              "issue_closed_ratio": 0.746,
              "closed_unmerged_prs": 9
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "75% of issues closed",
                "points": 34.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 75
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "88/97 decided PRs merged",
                "points": 34.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 88,
                      "decided": 97
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 10/14 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 39,
            "inputs": {
              "followers": 65,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "Yuan-lab-LLM",
              "public_repos": 8,
              "account_age_days": 209
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "65 followers of Yuan-lab-LLM",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 65,
                      "login": "Yuan-lab-LLM"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "8 public repos, account ~0 yr old",
                "points": 8.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 8
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "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
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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"
                    }
                  }
                ],
                "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
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "kubernetes",
                "openclaw",
                "webtop",
                "hermes"
              ],
              "has_wiki": true,
              "homepage": "https://yuan-lab-llm.github.io/ClawManager/",
              "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://yuan-lab-llm.github.io/ClawManager/",
                "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": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": "at_risk",
        "name": "Security",
        "value": 47,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "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 10/14 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file 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": {}
                  }
                ],
                "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": "46 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 5
            },
            "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": 69,
        "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": 0.83,
              "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": "83 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 83,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "backend/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "e2e/tsconfig.json",
                "frontend/tsconfig.json"
              ],
              "agent_commit_share": 0.03,
              "toolchain_manifests": [
                "backend/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "backend/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "backend/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": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "e2e/tsconfig.json, frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "e2e/tsconfig.json, 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": "3 of the last 100 commits agent-authored or agent-credited",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 3,
                      "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 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 399367,
              "source_files_sampled": 418,
              "oversized_source_files": 18
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "18/418 source files over 60KB",
                "points": 52.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 418,
                      "oversized": 18
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T11:43:38.590733Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/Yuan-lab-LLM/ClawManager.svg",
  "full_name": "Yuan-lab-LLM/ClawManager",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.26.0 — повна методологія · вікі метрик.

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