Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.29.0 · метрики 2.5.0 · 2026-08-02 22:24 UTC

xSAVIKx / okf-skills

Open Knowledge format agentic skills

GoApache-2.0★ 29 зірок⑂ 2 форкиз черв. 2026 р.Переглянути на GitHub ↗

xSAVIKx/okf-skills має індекс здоров’я 57 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (75/100), найнижчий — Security (22/100). Останнє оновлення було 1 день тому. Більшість нещодавньої роботи виконує один учасник.

57
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

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

57
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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

Зважений загальний бал 55 калібровано до 57 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

Yurii SerhiichukОсобистий обліковий запис
58 підписників124 публічні репозиторіїз жовт. 2013 р.@yuri-sergiichuk

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/xSAVIKx/okf-skills/okf-gov0.8.0-812 днів тому
Gogithub.com/xSAVIKx/okf-skills/okf-mcpv0.8.0-812 днів тому

Метрики за категоріями

Життєздатність

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

75Добрий · 21% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 1 дн. тому
3.5/36Ритм комітів — 5/52 тижнів із комітами
18/18Обсяг комітів — 129 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Використані вхідні дані
commits_last_year129
human_commit_share0,93
days_since_last_push1
active_weeks_last_year5
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 72 релізів
36/36Свіжість релізів — останній реліз 12 дн. тому
27/27Ритм релізів — реліз кожні ~0 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count72
latest_release_tagskills/okf-viz/v0.8.0
releases_from_tagsні
days_since_latest_release12
mean_days_between_releases0
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?

45Слабкий · 17% загального індексу
Як обчислюється оцінка
23.5/60Зірки — 29 зірок
0/25Форки — 2 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks2
stars29
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
readme_badges0
has_contributingтак
has_issue_templateні
has_code_of_conductні
readme_badge_services
has_pull_request_templateні

Сталість та врядування

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

56Помірний · 23% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
0/42Вирішення issue — немає issue або даних
27.2/30Прийняття PR — злито 39/43 вирішених PR
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
0/15OpenSSF Scorecard: Code-Review — Found 0/23 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs39
open_issues0
closed_issues0
prs_merged_7d1
prs_decided_7d1
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio
closed_unmerged_prs4
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue, newcomer_pr_acceptance. Залишкові ваги перенормовано.
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
12.7/25Охоплення власника — 58 підписників у xSAVIKx
25/25Послужний список — 124 публічних репозиторіїв, вік облікового запису ~12 р.
Використані вхідні дані
followers58
owner_typeUser
is_verified
owner_loginxSAVIKx
public_repos124
account_age_days4 676
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Винятковий
Як обчислюється оцінка
25/25Опубліковано й доступно — 2 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 12 дн. тому
20/20Історія версій — 8 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/xSAVIKx/okf-skills/okf-go, github.com/xSAVIKx/okf-skills/okf-mcp
ecosystemsgo
any_deprecatedні
min_days_since_publish12

Інженерна якість

Чи наявні базові інженерні практики та документація?

66Добрий · 19% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 4 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні
Як обчислюється оцінка
30/30README
0/25Каталог документації
15/15Сайт документації / домашня сторінка — https://xsavikx.github.io/okf-skills/
10/10Опис репозиторію
10/10Теми — 4 тем
0/10Wiki
Використані вхідні дані
topicsagentic-ai, okf, open-knowledge-format, skills
has_wikiні
homepagehttps://xsavikx.github.io/okf-skills/
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

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

22У зоні ризику · 16% загального індексу

Стан безпеки

22У зоні ризику
Як обчислюється оцінка
3/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.2/2.5CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/23 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
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 — 53 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate2,2
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? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.

68Добрий · 4% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 92 з 93 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,989
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes16 128
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — Go (статично типізована)
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
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
lockfilesgo.sum
has_dockerfileтак
typed_languageтак
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifestsokf-go/go.mod, okf-mcp/go.mod, skills/okf-bigquery/go.mod, skills/okf-csv/go.mod, skills/okf-fs/go.mod, skills/okf-git/go.mod, skills/okf-graphql/go.mod, skills/okf-lint/go.mod, skills/okf-mongodb/go.mod, skills/okf-mysql/go.mod, skills/okf-openapi/go.mod, skills/okf-postgresql/go.mod, skills/okf-sqlite/go.mod, skills/okf-viz/go.mod, tests/go.mod, tools/scaffold/go.mod
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
55/55Керовані розміри файлів — 0/132 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes31 878
source_files_sampled132
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
0/40Придатні до запуску приклади
Використані вхідні дані
example_dirs
has_mcp_signalтак
api_schema_files

Ключові факти

29зірок GitHub
1контриб'юторів
129комітів за останні 12 місяців
1днів від останнього пушу
72релізів
1бас-фактор
0відкритих issue
Goпакетних 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 ★ / 2 ⇿
0Зірки
2Форки

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.

111222212026-072026-072026-07
OpenSSF Scorecard 2.2 / 10
2.2сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-08-02 22:24 UTC

4Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/23 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
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
0Vulnerabilities53 existing vulnerabilities detected
Прямі залежності 3
РеєстрПакетОбмеження версіїМаніфест
Gogopkg.in/yaml.v3v3.0.1okf-go/go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.4.0okf-mcp/go.mod
Gogithub.com/xSAVIKx/okf-skills/okf-gov0.8.0okf-mcp/go.mod
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": [
        "agentic-ai",
        "okf",
        "open-knowledge-format",
        "skills"
      ],
      "is_fork": false,
      "size_kb": 57309,
      "has_wiki": false,
      "homepage": "https://xsavikx.github.io/okf-skills/",
      "languages": {
        "Go": 526267,
        "CSS": 3504,
        "HTML": 2536,
        "Shell": 15042,
        "Makefile": 1806,
        "JavaScript": 29862
      },
      "pushed_at": "2026-08-01T18:18:39Z",
      "created_at": "2026-06-14T14:51:32Z",
      "owner_type": "User",
      "updated_at": "2026-08-01T18:16:49Z",
      "description": "Open Knowledge format agentic skills",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": "https://serhiichuk.dev/",
      "name": "Yurii Serhiichuk",
      "type": "User",
      "login": "xSAVIKx",
      "company": "@yuri-sergiichuk",
      "location": null,
      "followers": 58,
      "avatar_url": "https://avatars.githubusercontent.com/u/5675689?v=4",
      "created_at": "2013-10-13T11:17:02Z",
      "is_verified": null,
      "public_repos": 124,
      "account_age_days": 4676
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "skills/okf-viz/v0.8.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:26Z"
        },
        {
          "tag": "skills/okf-openapi/v0.2.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:25Z"
        },
        {
          "tag": "skills/okf-git/v0.8.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:24Z"
        },
        {
          "tag": "skills/okf-fs/v0.8.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:23Z"
        },
        {
          "tag": "skills/okf-mongodb/v0.2.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:22Z"
        },
        {
          "tag": "skills/okf-csv/v0.2.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:21Z"
        },
        {
          "tag": "skills/okf-bigquery/v0.8.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:20Z"
        },
        {
          "tag": "skills/okf-postgresql/v0.8.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:19Z"
        },
        {
          "tag": "skills/okf-mysql/v0.8.0",
          "kind": "other",
          "published_at": "2026-07-21T18:39:18Z"
        },
        {
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          "published_at": "2026-07-21T18:39:18Z"
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        },
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        },
        {
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      "recent_commits": [
        {
          "oid": "d48dc48d6459f09e996745891a70f09fbb58a473",
          "body": "* docs: promote npx install, rename install script, link official OKF spec\n\n- README leads the Get-started CTA with `npx skills add xSAVIKx/okf-skills`\n  (the skills.sh registry) as the quickest install.\n- Rename the build/install script `skills.sh` → `install.sh` to avoid confusion\n  with the skill\n[…]\nch and okf-producer-generator guidance for OKF v0.2\n\n* docs(skills): enhance okf-reader guidance for OKF v0.2 Attested Computations, trust tiers, and staleness\n\n* style: format all Go files with gofmt",
          "is_bot": false,
          "headline": "feat: align core library, skills, and tests with OKF Spec v0.2 (#44)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-08-01T18:16:45Z",
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          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#37)",
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        },
        {
          "oid": "997ac31bfc3de67041a692782e0735bcc796d94e",
          "body": "okf-graphql documents a GraphQL schema (SDL) as an OKF bundle: one concept per\nuser-defined type (object/input/interface/enum/union) and per root operation\n(query/mutation/subscription field), with fields and operations linked to the types\nthey reference as native relationship edges. Fourth connecto\n[…]\nCI vet, MCP schema-contract test, release-please (auto). Unit tests\n  (extraction incl. enum/union/operations + cross-links) + integration test (produce\n  -> relationships -> enrich -> ingest --sync).",
          "is_bot": false,
          "headline": "feat(okf-graphql): add GraphQL SDL connector (#42)",
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          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T15:01:55Z",
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        {
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          "body": "…s (#41)\n\nCloses the gaps surfaced while scaffolding okf-csv/openapi/mongodb (each needed manual\npatching):\n\n- Copied CHANGELOG.md is reset to a bare \"# Changelog\" header instead of inheriting\n  the reference connector's version history.\n- New skills are now wired into release-please-config.json (pa\n[…]\ne), since scaffold can't know\n  which are relevant.\n\nNew unit tests cover both release-please editors (insert + idempotency + missing\nanchor). Verified end-to-end by scaffolding a throwaway connector.",
          "is_bot": false,
          "headline": "feat(scaffold): reset CHANGELOG and wire release-please for new skill…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
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        },
        {
          "oid": "a44c6360a7daaf0cd3f357ff1124672665705009",
          "body": "* feat(okf-mongodb): add MongoDB connector (document sampling)\n\nokf-mongodb documents a MongoDB database as an OKF bundle by sampling documents from\neach collection to infer a top-level field schema (Name | Type | Presence), emitting\none MongoDB Collection concept per collection. Third of the roadma\n[…]\nps when MongoDB is down). Reset the\n  scaffold-copied CHANGELOG and removed the inapplicable sqlite source files.\n\n* fix(okf-mongodb): join mixed-type union with ' / ' to avoid markdown pipe collision",
          "is_bot": false,
          "headline": "feat(okf-mongodb): add MongoDB connector via document sampling (#40)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T14:36:20Z",
          "body_truncated": true,
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        },
        {
          "oid": "91fa5f2180fa337b22af675188da5715f2e94023",
          "body": "okf-openapi documents an OpenAPI 3.x or Swagger 2.0 spec (JSON or YAML) as an OKF\nbundle: one API Endpoint concept per operation (with parameter/response tables) and\none Schema concept per component schema (with a # Columns property table), linking\nendpoints and schemas to the schemas they reference\n[…]\ntract test, release-please\n  config/manifest (0.1.0). Reset the scaffold-copied CHANGELOG. Unit tests\n  (extraction, slugify, refName) + integration test (produce -> relationships ->\n  ingest --sync).",
          "is_bot": false,
          "headline": "feat(okf-openapi): add OpenAPI/Swagger connector (#39)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T14:19:25Z",
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        },
        {
          "oid": "0cbba52a2e6acaedc9112a95c40d3d6695e7941b",
          "body": "…#38)\n\nokf-csv documents a directory of CSV files as an OKF bundle — one CSV File concept\nper file under tables/ — with column types inferred by sampling, an optional data\nprofile and sample rows, and description sync to a .okf-metadata.yaml sidecar. First\nof the roadmap connector wave; bootstrapped\n[…]\nt, MCP schema-contract test, release-please\n  config/manifest. Unit tests (inference/profile/path mapping) + an integration test\n  (produce -> lint -> enrich -> ingest --sync -> re-produce preserves).",
          "is_bot": false,
          "headline": "feat(okf-csv): add CSV connector (inferred schema + profile + sync) (…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T13:28:58Z",
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        },
        {
          "oid": "fb7deb4c3fe00bfc69cf7eddca4c2f9f32041102",
          "body": "…anner (#36)\n\nokf-lint is a consumer skill (lint + schema) that validates an OKF bundle for spec\nconformance and enrichment coverage and gates CI via its exit code, complementing\nskills-ref validate (which only checks SKILL.md frontmatter).\n\n- New shared scanner okf-go/ScanBundle: spec conformance (\n[…]\nunit-tested function.\n- Wired into go.work, Makefile, install.sh, skills.sh.json (new Validation group),\n  README, AGENTS, the CI vet loop, and the MCP schema-contract + a new lint\n  integration test.",
          "is_bot": false,
          "headline": "feat(okf-lint): add deterministic bundle validator + shared okf-go sc…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T11:54:02Z",
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        },
        {
          "oid": "f2a330f1e6441335ec60be938a33636f045ee46c",
          "body": "* feat(scaffold): add okf-scaffold connector generator\n\nA one-shot Go tool (tools/scaffold, stdlib-only, run via `make scaffold`) that\ngenerates a green-building, fully-registered skeleton for a new okf-<name>\nconnector skill, codifying the okf-producer-generator registration checklist.\n\n- Copies th\n[…]\ny, missing-anchor error)\nand the rewrite pass. Verified end-to-end by scaffolding a throwaway okf-csv\n(builds + tests green, all six files wired) and reverting.\n\n* ci: run tools/scaffold vet and tests",
          "is_bot": false,
          "headline": "feat(scaffold): add okf-scaffold connector generator (#35)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T11:34:27Z",
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        {
          "oid": "ba8e32bbca9aa27552ca6ee718b8a7a681a5fdbf",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#33)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-28T10:07:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "f53c7dc7ebc0475b69d81f1430170793d82e56cf",
          "body": "…ion (#34)\n\n* feat: incremental produce with structural hashing and change log\n\nMake the produce -> enrich -> ingest loop safe to re-run. Add to okf-go:\n\n- Frontmatter.content_hash plus ConceptStructuralHash, a body-only SHA-256\n  that ignores description/timestamp/content_hash so it is stable acros\n[…]\neighbors, Enter to select).\n\nSingle-bundle output is unchanged; new modes are explicit flags. Verified in-browser:\ndiff colors added/changed/removed correctly, PNG export yields a data URL, no errors.",
          "is_bot": false,
          "headline": "feat(okf-viz): scale, navigation, data-aware reader & output/integrat…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T09:45:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1d528b390ad44a6a70cdabf87d4e5d47123642a2",
          "body": "* feat: incremental produce with structural hashing and change log\n\nMake the produce -> enrich -> ingest loop safe to re-run. Add to okf-go:\n\n- Frontmatter.content_hash plus ConceptStructuralHash, a body-only SHA-256\n  that ignores description/timestamp/content_hash so it is stable across runs.\n- Me\n[…]\n\nnode (multi-line label with PK/FK markers) and FK edges drawn crow's-foot and\nlabeled with the FK column; non-tabular concepts stay as normal nodes, so the\ntoggle is inert for okf-fs/okf-git bundles.",
          "is_bot": false,
          "headline": "feat(okf-viz): add ER / schema mode for tabular bundles (#15)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T09:18:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6fd6b098747f340dcd0d044f4b6a1bdea2e5199a",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#30)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-17T19:47:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78e18309e77a819e8143699ef6bb36a79892875f",
          "body": "…pec (#32)\n\n- README leads the Get-started CTA with `npx skills add xSAVIKx/okf-skills`\n  (the skills.sh registry) as the quickest install.\n- Rename the build/install script `skills.sh` → `install.sh` to avoid confusion\n  with the skills.sh registry/website, and update every reference (README,\n  AGE\n[…]\nskills.sh website links are intentionally unchanged.\n- Point the README's \"Open Knowledge Format\" links at the official spec\n  (GoogleCloudPlatform/knowledge-catalog/okf) instead of the vendored copy.",
          "is_bot": false,
          "headline": "docs: promote npx install, rename install script, link official OKF s…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-17T19:34:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7288f655acef7d813679277465d945fea3d115fb",
          "body": "Restructure the top of the README around the reader who wants to install and\nuse the skills:\n- A one-line value proposition and a \"Why OKF?\" section explaining what the\n  skills turn data structure into and why it's useful.\n- A \"Get started\" CTA at the very top: install (skills.sh or go install),\n  \n[…]\n\n  Cursor/Codex/Windsurf via MCP config), and a plain-language + CLI first use.\n- Refresh the @v0.1.0 install snippets to @latest.\n\nThe detailed reference sections are preserved below the quick start.",
          "is_bot": false,
          "headline": "docs: lead README with why + get-started call-to-action (#31)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-17T19:13:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "72334ea0d03cfec0c75a3b46fc3eb98333a21b83",
          "body": "* feat(okf-viz): typed, semantic edges\n\nCarry a Relation through Edge (references / joins-with / see-also / co-changes),\nderived in links.go from the section a link sits under (# Relationships, # Joins,\n# Related Files, # See also) or an explicit [fk]/[references] link-text\nannotation. Edges sort by\n[…]\ntested.\n- TestEdgeOrderDeterministic's comparator now includes Relation, matching the\n  (Kind, Relation, Source, Target) sort in addCrossLinks so a Relation-ordering\n  regression can't pass unnoticed.",
          "is_bot": false,
          "headline": "feat(okf-viz): typed, semantic edges (#14)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T20:24:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9690da252f087d1a3385f6e5e9f7e1130b27f936",
          "body": "* feat: incremental produce with structural hashing and change log\n\nMake the produce -> enrich -> ingest loop safe to re-run. Add to okf-go:\n\n- Frontmatter.content_hash plus ConceptStructuralHash, a body-only SHA-256\n  that ignores description/timestamp/content_hash so it is stable across runs.\n- Me\n[…]\nSQL/file/git\nconcept shapes. No binary, no embedded model — the agent runs the judge with its\nown model. Homed under the skill (docs/ is gitignored) so it ships with okf-enrich.\nSKILL.md points to it.",
          "is_bot": false,
          "headline": "feat(okf-enrich): LLM-as-judge enrichment eval harness (#13)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T20:06:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d853336be4656d10f5d16b39e188b5f2d437c77",
          "body": "* feat: deterministic enrichment coverage report\n\nAdd okf-go.IsPlaceholderDescription with an anchored catalog of every connector's\nplaceholder description, so 'not yet enriched' is detected precisely. Add an\nokf-viz 'coverage' command (read-only, no LLM) that reports % non-placeholder\ndescriptions,\n[…]\ned concepts ordered by graph degree (most-referenced first),\n  ties broken by id. Exposed in JSON (enrich_first) and the text report.\n- Tests: rank assertion + a regression test for a \"---\" data cell.",
          "is_bot": false,
          "headline": "feat: deterministic enrichment coverage report (#12)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T19:36:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "84e04d052e9ed4f01c7e3569526069d0b530b585",
          "body": "Extend the enrichment procedure beyond the description: gloss each connector-\nemitted FK/relationship edge with grounded cardinality (never fabricating an\nedge), and suggest conservative tags (pii from semantic-type + name evidence,\njoin-table from structure). Both are surgical, idempotent, union-only edits —\nno Go change, no embedded model, no schema/flag change.",
          "is_bot": false,
          "headline": "docs(okf-enrich): relationship-prose and tag-suggestion guidance (#11)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T19:24:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dd2e274a0c2b9088480e7be51d9f1327e4673cd",
          "body": "…r (#10)\n\nDocument four strategies in okf-enrich/SKILL.md that make each enrichment token\ncount and turn re-enrichment from O(bundle) into O(changes): triage by graph\ndegree / FK refs / row count, glossary reuse via a root .okf-glossary.yaml,\nper-directory batching, and idempotency markers.\n\nAdd Fro\n[…]\nfield that survives produce — MergeConcept\ncarries it over on a structural change so the concept correctly reads as stale\nand re-enters the enrichment candidate set. No embedded LLM; no runner binary.",
          "is_bot": false,
          "headline": "feat: enrichment cost & consistency guidance + enriched_against marke…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T19:16:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d021c59cccd18c2d93606754036c29184b7eee49",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#29)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-16T19:05:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21580cdfd3f207973e545c0179a6478c393de5e0",
          "body": "…sion, manifest (#28)\n\nThe Go modules were versioned by release-please while every SKILL.md stayed at\n0.1.0, okf-mcp reported a hardcoded 0.1.0, and built binaries carried no version.\nMake SKILL.md metadata.version the single source of truth and derive everything\nfrom it.\n\n- All 7 connectors + okf-m\n[…]\nworks; the Linux\ndryrun confirms sync-intra-deps re-pins, refreshes go.sum, syncs 8 SKILL.md\nversions, and builds standalone; verify-release installs the Go skills and skips\nthe instruction-only ones.",
          "is_bot": false,
          "headline": "feat: skill version traceability — SKILL.md as source of truth, --ver…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T18:51:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a216bea0ff2830e6dbca60c57a987312e51db3e",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#27)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-16T18:15:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "534327ad57f382bb5e29f12d7c969598212b5762",
          "body": "* feat: richer deterministic grounding — semantic types & value sets\n\nTurn judgment the enrichment LLM had to make into facts it can restate. Add to\nokf-go: DetectSemanticType (pure, conservative regex/heuristics for email, uuid,\niso-timestamp, monetary, boolean by majority match) and ClassifyColumn\n[…]\nample is\ndeterministic, and extend TestSQLiteRicherGrounding to re-produce on the\nunchanged DB and assert the profile is byte-identical. Verified byte-stable\nagainst real MySQL and PostgreSQL as well.",
          "is_bot": false,
          "headline": "feat: richer deterministic grounding — semantic types & value sets (#9)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T16:20:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0035c6bdf4d5aa8ebb35a9608dbd6e52f2a37d21",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#24)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-16T16:10:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a616ce664d3f5cc69ec76ee69382c1c0336827ec",
          "body": "The release-please PR fails all CI jobs with \"unknown revision\nokf-go/vNEW\": sync-intra-deps.sh bumps every consumer's `require okf-go`\nto the lockstep release version, but the okf-go/vNEW tag is only created\nwhen the PR merges. go.work does not hide this — even in workspace mode\nGo still selects ok\n[…]\nssed resolution sync-intra-deps.sh already uses —\nso the workspace build resolves okf-go from the working tree. On every\nother branch the pinned version is already published and the script is a\nno-op.",
          "is_bot": false,
          "headline": "ci(release): resolve unpublished okf-go pin in workspace-mode CI (#26)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T15:56:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "42e3ca196549143f6c82dd86a9995c89dc58cd70",
          "body": "Extend the shared okf-go profiling layer and all four SQL connectors with\ncheap, high-value structural signals:\n\n- okf-go: Constraint/Index/TableStats types + RenderConstraintsSection,\n  RenderIndexesSection, RenderStatsSection, RenderViewDefinition (all sorted /\n  deterministic, empty-safe).\n- Conn\n[…]\n, tolerant of missing FK/constraint views.\n\ningest still parses # Columns in isolation; output stays byte-stable; no LLM and\nno CGO. okf-mcp untouched (the new --stats flag self-describes via schema).",
          "is_bot": false,
          "headline": "feat: SQL metadata upgrades — constraints, indexes, views, stats (#25)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T15:46:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eee941b0dbf71dd4f8d0c3553c20a38c22c1d9e2",
          "body": "* feat: incremental produce with structural hashing and change log\n\nMake the produce -> enrich -> ingest loop safe to re-run. Add to okf-go:\n\n- Frontmatter.content_hash plus ConceptStructuralHash, a body-only SHA-256\n  that ignores description/timestamp/content_hash so it is stable across runs.\n- Me\n[…]\npend a Creation/\nUpdate log entry otherwise. No new flags (schema contract unchanged); no LLM in\nthe produce path.\n\n* fix(okf-git): treat AppendLogEntry failure as fatal, matching the other connectors",
          "is_bot": false,
          "headline": "feat: incremental produce with structural hashing and change log (#7)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T15:19:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f05464b698063f43e61158cc1c6e4ff41cbada6a",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#23)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-16T14:03:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd59b16d2059c535bd54ebf9c9502baaff43ea05",
          "body": "sync-intra-deps.sh now builds every consumer with GOWORK=off against the local\nokf-go tag after bumping pins, so the sync-pins job fails the release run if the\nsynced go.mod/go.sum don't actually compile standalone. This is the pre-merge\ncheck the release PR otherwise lacks: its commits are GITHUB_T\n[…]\nverify-install remains the post-merge backstop against the real tags.\n\nValidated on Linux via dryrun-pin-sync.sh: all 8 consumers re-pin, refresh\ngo.sum, and build standalone against the unpushed tag.",
          "is_bot": false,
          "headline": "ci(release): verify release PR builds standalone before merge (#22)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T13:57:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9aa976b5f7a71e5933915a7adf522f1d65d9420b",
          "body": "…e (#20)\n\n* ci(release): verify standalone installability + document lockstep dep strategy\n\nAdd a post-release verify-install gate that reproduces an end user's\n`go install <module>@vX` outside the go.work workspace, catching a stale\nintra-repo okf-go pin or go.sum that the workspace hides during no\n[…]\ndocument sync-pins as the implemented mechanism.\n\n* ci(release): fall back to default release-please branch name in sync-pins\n\n* ci(release): enforce lockstep via release-please linked-versions plugin",
          "is_bot": false,
          "headline": "ci(release): lockstep okf-go pin/go.sum sync + standalone-install gat…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T13:48:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c5c15bbb5925a29e513163f591557f36d271d1f",
          "body": "* feat: deterministic relationship extraction across connectors\n\nAdd a shared okf.Relationship type with RenderRelationshipsSection and\nAppendRelationshipsSection helpers in okf-go, plus an opt-in --relationships\nflag on every connector that has structural edges to give:\n\n- SQL connectors (sqlite, m\n[…]\nons.\n- tests: composite-FK integration fixtures + assertions for SQLite/MySQL/\n  PostgreSQL, and a negative co-change assertion for okf-git (a file\n  committed alone emits no \"Related Files\" section).",
          "is_bot": false,
          "headline": "feat: deterministic relationship extraction across connectors (#6)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T13:45:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3b66bd127ecf0e437bae4e711ddce43031305fb4",
          "body": "gemini --include-directories validates the path at startup, but the bundle is\ncreated by okf-fs (run inside the agent session) -> \"Directory does not exist\".\nmkdir -p \"$BUNDLE\" before launch so the empty dir validates; the agent then\nproduces into it.",
          "is_bot": false,
          "headline": "ci: create bundle dir before launching gemini (#5)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T19:38:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb0e485957c269785a7db5b96c00172837ff5796",
          "body": "The Antigravity CLI (agy) ignores API-key env vars and requires interactive\nGoogle OAuth, so in CI it printed a login URL and timed out (the fallback still\npublished). Migrate the self-test/enrichment to the Gemini CLI, which\nauthenticates non-interactively with GEMINI_API_KEY — matching the origina\n[…]\nes $BUNDLE` (flags verified against gemini --help v0.45 and\n  smoke-tested locally).\n- Deterministic fallback and the .okf-metadata.yaml rolling cache are unchanged;\n  the site still always publishes.",
          "is_bot": false,
          "headline": "ci: migrate agy self-test to the Gemini CLI (GEMINI_KEY auth) (#4)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T19:35:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8bde7519d2b23b83133092da2b3e90de9b1afd1f",
          "body": "* ci: fix agy install flag and silence Node 20 deprecation\n\nThe first master run failed because install.sh rejected `--skip-path\n--skip-aliases` (\"Unknown parameter\"); the script only supports `-d/--dir`.\nInstall with `--dir \"$HOME/.local/bin\"`, pinning agy to the cached path.\n\nAlso set FORCE_JAVASC\n[…]\nplugin.json, so our\nskills are not discovered that way. The agent reads our okf-enrich guidance\ndirectly from skills/okf-enrich/SKILL.md in the repo workspace, and the prompt\nreferences it explicitly.",
          "is_bot": false,
          "headline": "ci: fix agy install + headless flags, silence Node 20 deprecation (#3)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T18:46:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a839ffee010996db2c73d742cc4804b88784345d",
          "body": "…LI (#2)\n\n* chore: update ignores\n\n* ci: publish OKF catalog to GitHub Pages on push to master\n\nAdd a `pages.yml` workflow that regenerates the repository's OKF bundle with\nokf-fs and publishes an okf-viz HTML catalog to GitHub Pages on every push to\nmaster (plus manual dispatch).\n\nCost-minimizing d\n[…]\nte.\n- Drop the unused GEMINI_MODEL env wiring.\n- Install agy with --skip-path --skip-aliases (no profile edits needed in CI)\n  and rm -rf the global skills dir before re-copying (safe with the cache).",
          "is_bot": false,
          "headline": "ci: publish OKF catalog to Pages + self-test skills via Antigravity C…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T18:30:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "597e30a0aa81d34cfb2341d5c717b673377d4bcc",
          "body": null,
          "is_bot": false,
          "headline": "docs: add CONTRIBUTING guide for the PR-based workflow (#1)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T16:35:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4bd30d65ad332baf1016c76a01c591105e17a82",
          "body": "…release-please v5, semantic-pr v6)",
          "is_bot": false,
          "headline": "ci: bump actions to Node-24-native majors (checkout v6, setup-go v6, …",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T16:21:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "495b9ac6ffc9c96a41a440f44a47a5bdf50e1b2d",
          "body": "Adds the full CI/CD pipeline for the monorepo:\n\n- ci.yml — gofmt, go vet, per-module build + unit tests, and the Docker-backed\n  integration suite (MySQL/PostgreSQL as service containers, SQLite/FS/Git\n  always) on every PR and master push.\n- release.yml — release-please (manifest mode, release-type\n[…]\nles pinned at 0.1.0 with pre-1.0 bump semantics.\n- RELEASING.md + README section documenting the flow and one-time repo setup.\n\nAlso gofmt-cleans five pre-existing files so the new format gate passes.",
          "is_bot": false,
          "headline": "ci: add build verification and conventional-commit release automation",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T16:17:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9dd8fd875cefe54a4aedd2a5e96fca5d3285fb57",
          "body": "…mers\n\nWith the local `replace` gone, each skill/okf-mcp module must carry the full\nchecksum set for its own module graph (previously satisfied by the workspace\ngo.work.sum). Adds the okf-go v0.1.0 hashes plus the transitive go.mod hashes so\n`go install github.com/xSAVIKx/okf-skills/skills/<name>@v0.1.0` succeeds outside\nthe workspace. Verified by building every module with GOWORK=off.",
          "is_bot": false,
          "headline": "build: complete go.sum for standalone installs of okf-go v0.1.0 consu…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T15:53:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e64fe1adcea1f944ffede2d65ac3841d555af9be",
          "body": "Give each connector and okf-mcp a full, publishable module path\n(github.com/xSAVIKx/okf-skills/skills/okf-<name>) instead of a bare name,\nrequire the shared library at its published version (okf-go v0.1.0), and drop\nthe per-module `replace ... => ../../okf-go` directive. Local development still\nreso\n[…]\nstead of failing on a missing relative path.\n\nUpdate SKILL.md/README install instructions to lead with `go install`, and fix\nthe producer-generator guide and AGENTS.md to teach the no-replace pattern.",
          "is_bot": false,
          "headline": "build: publish okf-go v0.1.0 and make every skill go-installable",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T15:47:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "124b14d702d134c403083db7bca7a30db4c2e02e",
          "body": "The module path, imports, and replace directives referenced the\nnon-existent owner `savikne`. Point them at the actual public repo\n`github.com/xSAVIKx/okf-skills`. Local-path replace directives are\npreserved (go.work pattern; okf-go is untagged).",
          "is_bot": false,
          "headline": "fix: correct Go module path to github.com/xSAVIKx/okf-skills",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T15:10:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6def73f8895007bb177c3a38f2c46e2b89dce56b",
          "body": "Drop the `-registry` suffix so the name is `okf-skills` / \"OKF Skills\":\n\n- Go module paths: github.com/savikne/okf-skills-registry/okf-go ->\n  github.com/savikne/okf-skills/okf-go across every go.mod, import, and\n  replace directive (build, go vet, and tests all pass).\n- Repo name, clone URLs, and d\n[…]\ner path in debug info only.\n\nAlso adds previously-untracked content: docs/ (case study, codelab,\nMedium post, design specs/plans), future-dev.md, .okf-metadata.yaml,\n.okfignore, and the article image.",
          "is_bot": false,
          "headline": "refactor: rename project from okf-skills-registry to okf-skills",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T14:46:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d91fcf6d48f434bfa73f468767bf918b3e3940b8",
          "body": "… overclaims\n\nokf-viz is merged, so the docs now describe it: README intro mentions visualizing\nand no longer claims every skill is a binary; AGENTS scopes the produce/ingest/\nschema subcommands to the connectors (okf-viz is a render/schema consumer; the\nguidance skills ship no binary).",
          "is_bot": false,
          "headline": "docs: reflect okf-viz as a consumer/visualizer; fix binary/subcommand…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T11:58:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e23e185b9812ac039817827dbc4036193844b9a",
          "body": "The three panes were a fixed 3-track CSS grid, and the toggles hid a pane with\ndisplay:none. A display:none grid item is dropped from auto-placement, so the\nremaining panes shifted into the wrong tracks: hiding the navigator collapsed\nthe graph to 0 width (it slid into nav's 0px track) and ballooned\n[…]\nthe reader fill when the graph is collapsed (focused-reader view).\n\nVerified in-browser: hide-nav now grows the graph (was 0), hide-nav+reader fills\nthe graph, hide-graph fills the reader (was ~25px).",
          "is_bot": false,
          "headline": "fix(okf-viz): pane toggles — switch panes from CSS grid to flexbox",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T10:29:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6807b83a19bc19b9da1defebed8f6ef2a2ce4641",
          "body": "- Sort m.Edges by (Kind, Source, Target) at end of addCrossLinks so\n  map-iteration order no longer produces byte-different index.html across\n  runs; adds regression test TestEdgeOrderDeterministic (would fail\n  without sort.Slice) using the two-link-source fixture (customers<->orders).\n- Thread Emi\n[…]\n(default \"en\").\n- Remove stale \"Task 8\" references: reword cdn.go comment and render.go\n  error string to be task-agnostic.\n- Run gofmt -w on model.go (whitespace alignment fix); gofmt -l . now clean.",
          "is_bot": false,
          "headline": "fix(okf-viz): deterministic edge ordering, real --lang, cleanup",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T10:01:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6932cb37dcaad7c54af78e1b13d843572619f8da",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): SKILL.md + register in build, manifest, and docs",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c88373aef878d24b0670bc8a32759ec9fcf6d71",
          "body": null,
          "is_bot": false,
          "headline": "test(okf-viz): integration render test + schema-contract coverage",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:48:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ef82d8dccfefe00c7adfda4904704658637234a",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): vendor pinned graph libs + SRI for CDN/offline modes",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:41:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a864b2651590af66e77df397d2fa354d209e11f",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): emit self-contained HTML and implement the render command",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:33:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8469caafcb89b2b89c2d61bacedf03928f58eedf",
          "body": "The Go link resolver uses path.Clean, but the JS resolveHref only handled ./;\na ../sibling.md link clicked in the reader would resolve wrong. Normalize\n. and .. path segments to match the Go side.",
          "is_bot": false,
          "headline": "fix(okf-viz): normalize ./ and ../ in reader-pane link resolution",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:29:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b164a732f94b6dfec0804c2d00c6e12268b316a",
          "body": "…ayouts)",
          "is_bot": false,
          "headline": "feat(okf-viz): add page shell, themed CSS, and the Cytoscape app (7 l…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:24:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dcd51f10be2c9e1ec50319d3ea5ba0d5355b1bb4",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): render concept Markdown to HTML and build the docs map",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:22:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40e849d049016a8435567e5f54006d2b43c4c4b8",
          "body": "A concept body that links the same target more than once produced duplicate\ncrosslink edges. The viewer builds edge element IDs as source|target|kind, so\nduplicates would crash Cytoscape (duplicate id) and double-count node degree.\nSkip already-seen (source,target) crosslinks. The linked fixture now links\ncustomers twice, turning TestCrossLinks' found==1 into a dedup guard.",
          "is_bot": false,
          "headline": "fix(okf-viz): dedupe crosslink edges so repeated links don't collide",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:20:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac05fe56a1d1bc2e6d8f55103f802d2a69392a3e",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): parse cross-link edges and compute node degree",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:14:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33c931e5d890d82897f786e83ceadbac118b3c0f",
          "body": "…ainment edges",
          "is_bot": false,
          "headline": "feat(okf-viz): build graph model with concept/dir/root nodes and cont…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:08:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b56c116efdb81b5acb1e21ffd199aac924562138",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): add schema self-description",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:06:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "759a70d5a7cd6d1bece412bde513f0f19f19dcca",
          "body": "Adds schema.go stub (returns okf.SkillSchema{Name:\"okf-viz\"}) to keep the\nbuild green; Task 2 replaces it with the full self-description + test.",
          "is_bot": false,
          "headline": "feat(okf-viz): scaffold module and command router",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:03:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15801845882b22c28deb36d4392cd79657d09fc0",
          "body": "OKF bundle layout is producer-defined, so the reader must not assume any\nfixed structure. Key the guidance off the spec's universal pieces\n(frontmatter type, index.md, links, resource) instead of a SQL shape.\n\n- Routing (rule 2): drop the hardcoded tables/ assumption; resolve concepts\n  from index.m\n[…]\nationships (rule 5): follow cross-links when present; tolerate their\n  absence (filesystem/git bundles have none).\n- New rule 6: read a source-side .okf-metadata.yaml as a path->description\n  catalog.",
          "is_bot": false,
          "headline": "fix(skills): make okf-reader layout-agnostic and metadata-aware",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T20:27:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "663637c44d6d33b2b17d23ee2c14092e65f1e151",
          "body": "An instructions-only skill that ships the OKF spec and guides authoring new\nproducer/connector skills for the registry — so new sources are added by\nfollowing one guide instead of reverse-engineering the existing six connectors.\n\n- SKILL.md: the five architectural principles (deterministic produce /\n[…]\nokf-go helper API reference for producer authors.\n\nRegistered via the text-only path (no binary): skills.sh.json grouping, a\nREADME section + group-table row, and the README/AGENTS.md directory trees.",
          "is_bot": false,
          "headline": "feat(skills): add okf-producer-generator authoring skill",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T19:36:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a5ead72fad5f45dd9e82f1b7a4f23e4304d8f630",
          "body": "parseColumnsFromMarkdown scanned the entire concept body and treated every\nmarkdown table row as a schema column, filtering only \"---\" and lines\ncontaining \"type\". For bundles produced with --profile/--sample, the\n## Data Profile and ## Sample tables were misread as schema: verify printed\nbogus \"mis\n[…]\nf-git are unaffected\n(they do not parse a column table).\n\nAdd regression tests for GetSectionAny and for each connector's parser\n(feeding a profile+sample body and asserting only real schema columns).",
          "is_bot": false,
          "headline": "fix(connectors): scope ingest column parsing to the # Columns section",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T19:05:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d3b935fb4819e618e8a32d1202976ed666319f3",
          "body": "…t, Apache-2.0 license\n\nMake every SKILL.md conform to the Agent Skills specification and ready the\nregistry for skills.sh discovery:\n\n- Move non-spec frontmatter (version/author/tags) under `metadata` as string\n  values; only spec keys remain at the top level\n- Rewrite descriptions as \"what + when \n[…]\nnt Guidance); okf-mcp intentionally excluded\n- Add Apache-2.0 LICENSE and declare `license: Apache-2.0` in every SKILL.md\n- Document spec compliance, registry discovery, and licensing in README/AGENTS",
          "is_bot": false,
          "headline": "feat(skills): agentskills.io-compliant frontmatter, skills.sh manifes…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T17:32:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0365ce38f7e92ff6557861a7e315909466d31779",
          "body": "…T), portable instructions, document new okf-go helpers and tests",
          "is_bot": false,
          "headline": "docs+build: fix integration-test build flow (named binaries + make EX…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T16:42:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40e309715884cf58ba692a969aced45e5b705db0",
          "body": "…-mcp discovery integration tests",
          "is_bot": false,
          "headline": "test: add resolveDirs unit test + real-binary schema-contract and okf…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T16:38:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f2053c42f396b3c99dc92c6f4c207cf9c866ba4",
          "body": "… build commands in connector SKILL.md files",
          "is_bot": false,
          "headline": "docs(skills): document schema subcommand, --sample/--profile, and fix…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T16:35:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf16c73295196badd4e700080843aff5f1ccc3c8",
          "body": "…Source variations table",
          "is_bot": false,
          "headline": "docs(okf-enrich): consolidate per-source enrichment knowledge into a …",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T16:07:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "659e742cd368f7ffde455d431c060151e03c600f",
          "body": "…nce skill\n\nThe harness consuming the registry already has its own LLM, so embedding a\nsecond one was redundant (a model calling a tool that calls another model).\nReplace the Go app + embedded OpenAI-compatible client with a SKILL.md that\nteaches the in-loop LLM how to enrich a bundle, mirroring okf-reader. Drop it\nfrom go.work/skills.sh/Makefile/.gitignore; it is no longer an MCP tool.",
          "is_bot": false,
          "headline": "refactor(okf-enrich): convert from LLM app to instructions-only guida…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T16:02:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bf1f5d02f34cde90fee39e8dc776652d013d07f",
          "body": "…ot a skill)",
          "is_bot": false,
          "headline": "refactor: move okf-mcp out of skills/ to top level (it is the host, n…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:48:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3578ba4cd5cfbd60df86edc352441381b90100d4",
          "body": null,
          "is_bot": false,
          "headline": "chore: untrack empty CLAUDE.md and refresh .gitignore for current skills",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:34:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a3d24e3ea55a2281549a470f193d59158b1fc47",
          "body": "… workspace",
          "is_bot": false,
          "headline": "refactor: remove reference agent in favor of okf-mcp; update docs and…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:29:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c58d624086b13743de9f7f7be6ac6e5040493f10",
          "body": null,
          "is_bot": false,
          "headline": "feat: add skills.sh installer, root Makefile, and .gitignore",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:24:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d43c209e63424dacace332a89b09ffc4825031f6",
          "body": "…target",
          "is_bot": false,
          "headline": "feat(okf-enrich): add schema subcommand, CLI, SKILL.md, and Makefile …",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:19:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6dea90b3b538e6f20b8c1e19d205627d88f01bf5",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-enrich): walk bundle and fill concept descriptions",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:16:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41e2c2c71cfc79cd40bbc6824bf1e92b3ed4a0e5",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-enrich): add OpenAI-compatible LLM generator",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:15:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83aea4c5be72063563a9068a760fce35cbb80a55",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-enrich): scaffold module and add to workspace",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:14:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d3348ab193d5a7ec925dbdfe3aa8fc41273b51e",
          "body": null,
          "is_bot": false,
          "headline": "docs(okf-mcp): add SKILL.md and Makefile build target",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T14:04:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f673fec0707ed56decb92cbafd384cdc5d15196e",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-mcp): register discovered skills as MCP tools over stdio",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:59:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2c3a7d1898bb18045f64904d270becfabdc48e4",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-mcp): discover okf-* skills and load their schema",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:56:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3200aa32b5868317d88975c872bd7bf8a1f38faa",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-mcp): translate tool arguments into CLI argv and secret env",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:54:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0a3c93b368220dfd86c983b8197b0919fe2f038",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-mcp): tool naming and JSON-schema generation from skill schema",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:53:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97cec75575db6bce26afa5ab46dd7159309ce79b",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-mcp): scaffold module and add to workspace",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:52:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ee0fa089080ca2cc05878006fbc229dfd1616bb",
          "body": null,
          "is_bot": false,
          "headline": "docs(okf-bigquery): correct profileTable comment (one query per column)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:34:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1ed4301353cb159cda27275595cf70cf4695202",
          "body": "…n produce",
          "is_bot": false,
          "headline": "feat(okf-bigquery): embed optional data profile and sample sections i…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:31:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4b56ba17b3e24b91d17fdf805edbdd07ab76dd6",
          "body": "… in produce",
          "is_bot": false,
          "headline": "feat(okf-postgresql): embed optional data profile and sample sections…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:30:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48eae1b4418cffcdfaeb183e150653d3b88e75a7",
          "body": "…roduce",
          "is_bot": false,
          "headline": "feat(okf-mysql): embed optional data profile and sample sections in p…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:29:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f4309e9574aec096d8998870e0d547939be9e34",
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                "detail": "129 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 129
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
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            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 72,
              "latest_release_tag": "skills/okf-viz/v0.8.0",
              "releases_from_tags": false,
              "days_since_latest_release": 12,
              "mean_days_between_releases": 0
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "72 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 72
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 12 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 12
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                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0 days",
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                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
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              "days_since_last_merged_pr": null,
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              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
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                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 45,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "forks": 2,
              "stars": 29,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "29 stars",
                "points": 23.5,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
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                      "count": 29
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
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                      "count": 0
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": 0,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "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
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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": 56,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
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              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
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                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
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                    "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 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "newcomer_pr_acceptance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "merged_prs": 39,
              "open_issues": 0,
              "closed_issues": 0,
              "prs_merged_7d": 1,
              "prs_decided_7d": 1,
              "prs_merged_30d": 1,
              "prs_decided_30d": 1,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 4,
              "first_time_authors_30d": 0,
              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "39/43 decided PRs merged",
                "points": 27.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 39,
                      "decided": 43
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
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                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/23 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "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": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 58,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "xSAVIKx",
              "public_repos": 124,
              "account_age_days": 4676
            },
            "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": "58 followers of xSAVIKx",
                "points": 12.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 58,
                      "login": "xSAVIKx"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "124 public repos, account ~12 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 124
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/xSAVIKx/okf-skills/okf-go",
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "go"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 12
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "8 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 8
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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": "good",
        "name": "Engineering Quality",
        "value": 66,
        "weight": 0.19,
        "metrics": [
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            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
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              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
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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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
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                "okf",
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              "has_wiki": false,
              "homepage": "https://xsavikx.github.io/okf-skills/",
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://xsavikx.github.io/okf-skills/",
                "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",
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                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
        "value": 22,
        "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": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 22,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 2.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 3,
                "status": "partial",
                "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": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
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                "status": "partial",
                "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 0/23 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
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                "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": "53 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 68,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
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              "legible_history_share": 0.989,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 16128
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "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": "92 of 93 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 92,
                      "sampled": 93
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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": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "okf-go/go.mod",
                "okf-mcp/go.mod",
                "skills/okf-bigquery/go.mod",
                "skills/okf-csv/go.mod",
                "skills/okf-fs/go.mod",
                "skills/okf-git/go.mod",
                "skills/okf-graphql/go.mod",
                "skills/okf-lint/go.mod",
                "skills/okf-mongodb/go.mod",
                "skills/okf-mysql/go.mod",
                "skills/okf-openapi/go.mod",
                "skills/okf-postgresql/go.mod",
                "skills/okf-sqlite/go.mod",
                "skills/okf-viz/go.mod",
                "tests/go.mod",
                "tools/scaffold/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "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": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 31878,
              "source_files_sampled": 132,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/132 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 132,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [],
      "labels": [],
      "scores": {
        "library": 3,
        "mcp-server": 3
      },
      "primary": null,
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T22:24:26.510685Z",
  "schema_version": "0.29.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/x/xSAVIKx/okf-skills.svg",
  "full_name": "xSAVIKx/okf-skills",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.5.0, схема v0.29.0 — повна методологія · вікі метрик.

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