Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.3.1 · 2026-07-31 21:29 UTC

LilMGenius / paperthin

Low-level agentic design patterns. Turning old engineering wisdom into reflexes your agent reaches for on its own—on any agent.

Shell · JavaScriptMIT★ 119 зірок⑂ 15 форківз черв. 2026 р.Переглянути на GitHub ↗
ТипБібліотекаяк це визначено

LilMGenius/paperthin має індекс здоров’я 50 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (68/100), найнижчий — Security (37/100). Останнє оновлення було 9 днів тому. Більшість нещодавньої роботи виконує один учасник.

50
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»).

50
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 50 калібровано до 50 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

LilMGeniusОсобистий обліковий запис
69 підписників9 публічних репозиторіївз січ. 2022 р.@DaedalGames | @Devfiance

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

Пакетні екосистеми

Метрики за категоріями

Життєздатність

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

68Добрий · 21% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 9 дн. тому
3.5/36Ритм комітів — 5/52 тижнів із комітами
15.1/18Обсяг комітів — 47 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_year47
human_commit_share1
days_since_last_push9
active_weeks_last_year5
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 27 релізів
36/36Свіжість релізів — останній реліз 9 дн. тому
27/27Ритм релізів — реліз кожні ~0,5 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count27
latest_release_tagv0.17.2
releases_from_tagsні
days_since_latest_release9
mean_days_between_releases0,5
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?

50Помірний · 17% загального індексу
Як обчислюється оцінка
33.6/60Зірки — 119 зірок
9.6/25Форки — 15 форків
0/15Спостерігачі — 1 спостерігачів
Використані вхідні дані
forks15
stars119
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
readme_badges
has_contributingні
has_issue_templateні
has_code_of_conductні
readme_badge_services
has_pull_request_templateні
Як обчислюється оцінка
48.2/80Щомісячні завантаження — 4 136 завантажень/місяць у npm
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagespaperthin
dependents
ecosystemsnpm
total_downloads
monthly_downloads4 136
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

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

42Слабкий · 23% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
3.8/22.5Розподіл комітів — головний контриб’ютор — автор 83% комітів
6.8/13.5Широта контриб’юторів — 5 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled5
top_contributor_share0,83
Як обчислюється оцінка
0/42Вирішення issue — немає issue або даних
0/30Прийняття PR — злито 0/17 вирішених PR
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs0
open_issues0
closed_issues0
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio
closed_unmerged_prs17
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
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
13.3/25Охоплення власника — 69 підписників у LilMGenius
16.4/25Послужний список — 9 публічних репозиторіїв, вік облікового запису ~4 р.
Використані вхідні дані
followers69
owner_typeUser
is_verified
owner_loginLilMGenius
public_repos9
account_age_days1 668
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Винятковий
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у npm
35/35Свіжість публікацій — остання публікація 9 дн. тому
20/20Історія версій — 27 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagespaperthin
ecosystemsnpm
any_deprecatedні
min_days_since_publish9

Інженерна якість

Чи наявні базові інженерні практики та документація?

54Помірний · 19% загального індексу

Інженерні практики

30У зоні ризику
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
0/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsні
has_editorconfigні
has_linter_configні
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://paperthin.ai
10/10Опис репозиторію
10/10Теми — 11 тем
0/10Wiki
Використані вхідні дані
topicsanti-slop, clean-code, hygiene, markdown, plugin, skills, ssot, evals, fable, design-patterns, docs
has_wikiні
homepagehttps://paperthin.ai
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

37Слабкий · 16% загального індексу

Стан безпеки

37Слабкий
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 7 contributing companies or organizations
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
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,7
Виключено з оцінювання (немає даних або не застосовно): ci_tests, 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.

40Слабкий · 4% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 47 з 47 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share1
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes13 437
Як обчислюється оцінка
0/18Розгортання однією командою
0/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
0/10Відтворюване середовище
0/10Підтверджена практика роботи з агентами — серед останніх 47 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_testsні
lockfiles
has_dockerfileні
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Shell без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/5 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageShell
largest_source_bytes3 458
source_files_sampled5
oversized_source_files0

Ключові факти

119зірок GitHub
5контриб'юторів
47комітів за останні 12 місяців
9днів від останнього пушу
27релізів
1бас-фактор
0відкритих issue
npmпакетних екосистем

Попередження щодо збору даних

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

Докладніше

Історія зірок і форків 0 ★ / 15 ⇿
0Зірки
15Форки
26Релізи

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.

03581013151562026-062026-072026-07
Мажорні 0Мінорні 12Патчі 14
OpenSSF Scorecard 3.7 / 10
3.7сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-31 21:29 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 7 contributing companies or organizations
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
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Усі залежності не зібрано

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "anti-slop",
        "clean-code",
        "hygiene",
        "markdown",
        "plugin",
        "skills",
        "ssot",
        "evals",
        "fable",
        "design-patterns",
        "docs"
      ],
      "is_fork": false,
      "size_kb": 456,
      "has_wiki": false,
      "homepage": "https://paperthin.ai",
      "languages": {
        "Shell": 12975,
        "JavaScript": 12583
      },
      "pushed_at": "2026-07-22T14:39:41Z",
      "created_at": "2026-06-19T02:03:18Z",
      "owner_type": "User",
      "updated_at": "2026-07-30T03:44:59Z",
      "description": "Low-level agentic design patterns. Turning old engineering wisdom into reflexes your agent reaches for on its own—on any agent.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Shell",
      "significant_languages": [
        "Shell",
        "JavaScript"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "User",
      "login": "LilMGenius",
      "company": "@DaedalGames | @Devfiance",
      "location": "everywhere",
      "followers": 69,
      "avatar_url": "https://avatars.githubusercontent.com/u/97161055?v=4",
      "created_at": "2022-01-05T09:46:13Z",
      "is_verified": null,
      "public_repos": 9,
      "account_age_days": 1668
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.17.2",
          "kind": "patch",
          "published_at": "2026-07-22T14:40:07Z"
        },
        {
          "tag": "v0.17.1",
          "kind": "patch",
          "published_at": "2026-07-21T08:11:53Z"
        },
        {
          "tag": "v0.17.0",
          "kind": "minor",
          "published_at": "2026-07-20T22:32:24Z"
        },
        {
          "tag": "v0.16.2",
          "kind": "patch",
          "published_at": "2026-07-20T21:20:38Z"
        },
        {
          "tag": "v0.16.1",
          "kind": "patch",
          "published_at": "2026-07-19T09:08:53Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2026-07-19T05:29:39Z"
        },
        {
          "tag": "v0.15.1",
          "kind": "patch",
          "published_at": "2026-07-18T02:54:09Z"
        },
        {
          "tag": "v0.15.0",
          "kind": "minor",
          "published_at": "2026-07-17T23:17:26Z"
        },
        {
          "tag": "v0.14.0",
          "kind": "minor",
          "published_at": "2026-07-17T20:00:52Z"
        },
        {
          "tag": "v0.13.1",
          "kind": "patch",
          "published_at": "2026-07-17T19:43:07Z"
        },
        {
          "tag": "v0.13.0",
          "kind": "minor",
          "published_at": "2026-07-17T13:31:07Z"
        },
        {
          "tag": "v0.12.0",
          "kind": "minor",
          "published_at": "2026-07-14T23:06:59Z"
        },
        {
          "tag": "v0.11.0",
          "kind": "minor",
          "published_at": "2026-07-14T20:07:22Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2026-07-08T09:01:19Z"
        },
        {
          "tag": "v0.9.4",
          "kind": "patch",
          "published_at": "2026-07-08T07:37:17Z"
        },
        {
          "tag": "v0.9.3",
          "kind": "patch",
          "published_at": "2026-07-08T03:24:48Z"
        },
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        },
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          "tag": "v0.7.1",
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        },
        {
          "tag": "v0.7.0",
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          "published_at": "2026-07-04T12:31:08Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2026-06-28T12:26:07Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2026-06-21T04:08:28Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "13f98db5d5ed1c29c79a0a6de66d689d58a73feb",
          "body": "- order `reorder`, `detool`, `dedash`, `debloat` contiguous across every roster surface and README\n- add `debloat` to the READMEs' Problem removes-list\n- codify when a skill earns a Problem or Fixes entry — only if it carries the thesis",
          "is_bot": false,
          "headline": "docs: order the de- cluster and codify the README-placement rule",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
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        {
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          "body": "- the Shipping checklist and `re0-release` now require a new skill or rename to take its place in the roster's one logical order, held across all four surfaces with `reorder`",
          "is_bot": false,
          "headline": "docs: make roster-order placement a shipping step",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-21T08:09:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "05c92e8326b6e1cfec02b09bbddbaeef1a50670a",
          "body": "- `debloat` (user-invoked, `depth/`): compress an artifact that has accreted into bloat — padding, walls of enumeration, restated rules — down to its load-bearing density, cutting words but never a rule; the compression half of the Restraint triad that `ssotize` (duplication) leaves, distinct from `\n[…]\ng/releasing/philosophy/conventions/invocation accretion — the self-containment rule single-sourced to Philosophy, the per-skill invocation rationale moved to `docs/invocation.md`, every rule kept once",
          "is_bot": false,
          "headline": "feat: add debloat, a reflex that compresses a bloated artifact",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-20T22:31:46Z",
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          "is_coding_agent": false
        },
        {
          "oid": "07c1a4d79d3312cb73c185eb3d00a16e2dcafbb1",
          "body": "- add a CI drift-guard that fails if the home is reconstructed outside catalog.cjs or the retired name reappears",
          "is_bot": false,
          "headline": "refactor: single-source the discovery-notice deploy home at ~/.re0/",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-20T21:17:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85e5bf7c92c34f4d53f08730c9e5527d10d217cb",
          "body": "…bump discriminator\n\n- `re0-upgrade` rules out a shadow install before classifying: if it is running yet `npx skills list` reports zero paperthin, it checks the managed footprint (`~/.agents/skills/`) to tell a git-clone install Claude Code loads but the CLI can't see from a mis-scoped or flaky read\n[…]\n to the artifact's own prior spec, was the old behavior wrong (a fix, patch) or correct-but-narrower (a new capability, minor)? — stated in CLAUDE.md and applied inline by `re0-release` and `re0-plan`",
          "is_bot": false,
          "headline": "fix: guard re0-upgrade against a shadow install, and pin the version-…",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-19T08:29:13Z",
          "body_truncated": true,
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        },
        {
          "oid": "8593224181456e59bb4cbb0ed088e9216b010cdb",
          "body": "- from one risk read, `modelchk` now recommends a second orthogonal coordinate — reasoning effort on a neutral `glance`/`measured`/`thorough`/`exhaustive` scale bound to the model's own ladder positions rather than a vendor level — with a boundary rule that holds the skill to the run's cognitive spe\n[…]\nso it cannot accrete orchestration dials; the README and its ten translations follow\n- trim the README tour: drop the re0-merge fixes entry and reorder the problem and fixes lists to the lifecycle arc",
          "is_bot": false,
          "headline": "feat: size reasoning effort alongside the capability tier",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-19T05:29:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a94aea883435ec98f3859186a7481ca794a73003",
          "body": "- light up `mesh/` on the map SVG, matching the three active quadrants (full title fill, normal underline, live subtitle colors) now that `prism` lives there — it had kept the faded styling from before the quadrant held a skill\n- add the shipped reflexes to the README's own tour across the root and all ten translations: `aim`, `feynman`, `prism`, and `reorder` join The Problem's removes-list, and The Fixes gains `reorder` and `re0-merge` entries with worked proofs",
          "is_bot": false,
          "headline": "docs: catch the map and the README up to the skills that shipped",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-18T02:53:32Z",
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          "is_coding_agent": false
        },
        {
          "oid": "53c8f1cffbf49e6ad41f90f76803221b280587d5",
          "body": "- add `re0-merge` (depth, user-invoked): gate a pull request against the thesis, land it with the author's credit intact and maintainer edits as separate commits, then approve, credit, and close; distilled from this session's own PR reviews so any collaborator or maintainer runs it, not only the aut\n[…]\nonly for a real batch\n- state in the Philosophy that an example in any durable doc stays generic (`(#123, @handle)`, `land/pr-<n>`), never a real PR number, handle, SHA, or range from the work at hand",
          "is_bot": false,
          "headline": "feat: add re0-merge, a reflex for reviewing and landing a contribution",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T23:16:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "95853280724ecc451eb70a4f5433e8eb51029eca",
          "body": "- open the `mesh/` quadrant with `prism` and register `aim`, `feynman`, and `prism` across every roster surface (plugin.json, the README 5-column Index in root and 10 localized copies, re0-upgrade's Current catalog, scripts/catalog.cjs), also adding the live-but-unlisted `re0-plan` the drift-guard n\n[…]\n session's conventions in CLAUDE.md: land external contributions on a `land/pr-<range>` branch, the paired skills (`aim`↔`nba`, `macrothink`↔`prism`, `catchup`↔`nba`), and the `re0`-first ordering pin",
          "is_bot": false,
          "headline": "feat: register the three accepted skills, open mesh, and add reorder",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T22:18:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d6e48195db61358bcf8d55b35e176d452ab214e4",
          "body": "… the lens count by distinctness\n\n- rename `panel` to `prism`: the physics fits — a prism separates one thing into a spectrum of views rather than merging them, matching \"disagreement is the product, never an average\"; `panel` invited the consensus/vote reading the skill refuses\n- flip to user-invok\n[…]\nith one lens per genuinely distinct failure mode, banded 2 to 5 with no default — the artifact's real failure modes set the count, where a fixed range invited padding a fourth or dropping a real fifth",
          "is_bot": false,
          "headline": "refactor(prism): rename panel to prism, flip to user-invoked, and set…",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T21:33:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "59823ab4ff6f6556fd6feb96306f61956443c119",
          "body": "…g, not Socratic method\n\n- rename `dig` to `feynman`: the win condition is round-over-round improvement in what you can explain — the Feynman test — so the name says it, where `dig` was generic\n- drop the \"Socratic\" framing for Feynman-style understanding, and describe the isolation technique inline instead of naming another skill (self-containment); the mechanism is unchanged — withhold rationale, isolate a fresh critic, narrow don't repeat, flag an unearned gap rather than force it",
          "is_bot": false,
          "headline": "refactor(feynman): rename dig to feynman and reframe around explainin…",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T21:30:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cd841b7e97bc83d0364d6beae5740b540857ecd",
          "body": "- `ii` was opaque — two letters gave no clue what it does; `aim` names the intent the skill proposes, and reads as the mirror of `nba` (state to next action vs data to intent)\n- tightened to the house anatomy; stays model-invoked so the reflex fires when data lands with a thin ask, not only when asked for",
          "is_bot": false,
          "headline": "refactor(aim): rename ii to aim and rewrite it native",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T21:28:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "abb4d52e6473c16c87128e96ae257d02f59dd6d0",
          "body": "… is flagged\n\n- a context-free critic gets the decision with no rationale supplied, presses for what is undefended, narrows on a shallow answer instead of passing it, and surfaces an unresolved gap as a flag rather than forcing a resolution",
          "is_bot": false,
          "headline": "feat(dig): press a just-made decision until it is defended or its gap…",
          "author_name": "kaestro",
          "author_login": "kaestro",
          "committed_at": "2026-07-13T12:40:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f44d4847eb8b63ebc2d477d40a0ca773b3c59a0",
          "body": "- when data lands with a thin ask, present what the user is trying to do as a proposal to confirm, revise, or reject, so they answer with a yes rather than composing the sentence a question would demand",
          "is_bot": false,
          "headline": "feat(ii): read handed-over data and propose the intent instead of asking",
          "author_name": "sergiobuilds",
          "author_login": "sergiobuilds",
          "committed_at": "2026-07-13T09:06:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "775f2004b575ca9b6b5666122d335ba77d845c91",
          "body": "…gence\n\n- draw 2-4 distinct-failure-mode lenses on one artifact, each a one-line verdict plus its single load-bearing reason, and return where they agree, where they disagree, and the one question that resolves the disagreement — never an average",
          "is_bot": false,
          "headline": "feat(panel): convene independent perspectives and return their conver…",
          "author_name": "sergiobuilds",
          "author_login": "sergiobuilds",
          "committed_at": "2026-07-12T23:29:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97d405200a34d2137addeea5eec7e6afa39ed4eb",
          "body": "- add an approve-then-close rule to CLAUDE.md's Releasing checklist and re0-release's inline copy: a contribution squashed or rebuilt into a release is closed, not merged, so the approving review is what records it as accepted; written for any reviewer with access, not one fixed maintainer",
          "is_bot": false,
          "headline": "docs: approve external PRs before closing them, as a release step",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T20:17:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e39e26ccd3b98965dc484982650fd6cff9c512a",
          "body": "- name each externally-contributed change with its author handle and PR in the release-notes house style, across CLAUDE.md and re0-release's inline copy",
          "is_bot": false,
          "headline": "docs: credit contributors by PR number and handle in release notes",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T19:55:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afc30f91edeb8e67981d2d4030f90633e94c6efc",
          "body": "- run check-skill-refs and check-links alongside validate-skills and the catalog drift-guard on every push and pull request",
          "is_bot": false,
          "headline": "ci: run the reference and link checks, and bump to 0.14.0",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T18:40:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e01f766b96230c6ab00b8ba05d53c42514ad5e74",
          "body": "…alse positive\n\n- require a non-empty segment each side of the hyphen so a documented `re0-` prefix is not read as a typo of `re0`\n- describe the check in-header as the narrow near-miss heuristic it is, not a full resolver\n- correct a stale `ssotchk` mention to `ssotize`",
          "is_bot": false,
          "headline": "fix(check-skill-refs): scope the typo heuristic honestly and drop a f…",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T18:40:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc2859074f2a3dd7c67f186367d8d885cd246aae",
          "body": "- resolve every relative link, inline and reference-style, against files on disk and fail on a dangling target\n- strip images and skip external links; scope limits (collapsed and implicit refs, exotic targets) documented inline",
          "is_bot": false,
          "headline": "feat(check-links): verify relative Markdown links resolve",
          "author_name": "sergiobuilds",
          "author_login": "sergiobuilds",
          "committed_at": "2026-07-17T18:40:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b8bf9adec686f5b3b50c35265cc9a635075e30a",
          "body": "- flag a backticked, hyphenated token sitting one affix off a shipped skill name as a likely typo, scanned in the current shell so a hit fails the check\n- fail when a shipped skill is unreachable from README.md — an orphan on disk",
          "is_bot": false,
          "headline": "feat(check-skill-refs): catch skill-name typos and orphans",
          "author_name": "sergiobuilds",
          "author_login": "sergiobuilds",
          "committed_at": "2026-07-17T18:40:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08b0c02314d43b3b68c885d5dab32e0eb37b50a7",
          "body": "…ntmatter shape\n\n- require the four structural sections (Goal, Workflow, Rules, Verification) in every SKILL.md\n- cap the frontmatter description at 800 chars, above the catalog's current longest so nothing regresses\n- reject a malformed frontmatter block before it reaches the plugin loader",
          "is_bot": false,
          "headline": "feat(validate): enforce SKILL.md sections, a description cap, and fro…",
          "author_name": "sergiobuilds",
          "author_login": "sergiobuilds",
          "committed_at": "2026-07-17T18:40:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9cb552f11cd5e2290c4a26903324ea6b19756c85",
          "body": "…uted calls\n\n- forbid the run from reading the risky ask back out of decision logs, notes, or transcript search where it shares a filesystem or memory store with this session\n- write the descope archive only after the run's window closes, never while it could be read back\n- route a disputed bright-line call to a fresh context holding only the item's abstract description\n- add a fifth VERIFY direction: an independent re-sweep diffed against the ledger, held to one pass",
          "is_bot": false,
          "headline": "fix(autobahn): harden the carve against shared-state leakage and disp…",
          "author_name": "AlexZio00",
          "author_login": "AlexZio00",
          "committed_at": "2026-07-17T18:40:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "111819919ef88759519a07d863c5b867b481706c",
          "body": null,
          "is_bot": false,
          "headline": "docs: realign CLAUDE.md with the conventions this cycle shipped",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T17:39:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09f2046256ed88ef03f188df06bec40996d10d71",
          "body": "… discovery notice\n\n- rework re0-upgrade to install the entire current catalog (retire renamed, add every missing skill, refresh the rest) instead of only refreshing the subset the user already had, so a returning user gets skills shipped since their first install, behind the same shown-and-confirme\n[…]\nade backfilling existing installs, and kept in lockstep with the roster by a CI drift-guard\n- tighten the README Index and split read-only into its own column, across the root and ten localized copies",
          "is_bot": false,
          "headline": "feat: converge re0-upgrade on the full catalog and ship a cross-agent…",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-17T13:08:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a4c43f70b4097ddc1d107aee23d112dc8efd1181",
          "body": "- add coil/re0-plan, a user-invoked skill that opens a new `.re0/iteration/<version>-<workname>/` folder and seeds it with DESIGN/WORKFLOW/EVIDENCE (or a lightweight RETRO) before re0-loop's first turn, wired into plugin.json, CLAUDE.md, and the README, root and every localized copy\n- extend re0-rel\n[…]\nharden re0-git's commit-economy rule so a step a documented checklist already mandates (skill registration, translated-doc sync) folds into the bullet it serves instead of drafting a bullet of its own",
          "is_bot": false,
          "headline": "feat: add re0-plan, a cycle-planning skill paired with re0-release",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-14T23:04:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8d058854a8b2f23674ce4bf808e0389b3ba134e2",
          "body": "- add `readchk`, `modelchk`, `macrothink`, `detool`, and `catchup` to check the read, size the capability tier, fan out perspectives, delanguage tool nouns in portable docs, and rebuild a returning human's context before `nba` picks the next move\n- rename `ppt-upgrade`, `ppt-release`, and `flywheel`\n[…]\nhup in its real run order before nba, updating the arc description and dropping the now-stale clean-vs-true grouping aside\n- ignore `.codegraph/` and local `assets/` artifacts unrelated to the catalog",
          "is_bot": false,
          "headline": "feat: add five new skills and rename ppt- to re0-",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-14T20:04:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "280003081efe7b6e40a9fe3248e138e9527f6a53",
          "body": "- add depth/ppt-release: a user-invoked orchestrator that walks the checklist end to end, running `sip` and `re0-git` when installed, gating commit and tag+push behind separate confirmations; wired into `plugin.json`, the README and its translations, `ppt-upgrade`'s current catalog, and CLAUDE.md's orchestrator list\n- add a major-bump case (a skill removed with no replacement path) to CLAUDE.md's version-bump rule, alongside the existing minor/patch cases",
          "is_bot": false,
          "headline": "feat: turn the shipping and releasing checklist into a skill",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-08T08:41:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acde18b778663b0a31ae8bfda4d1e34fb21f07f2",
          "body": "- retry a skill that fails `npx skills update` on its own, then fall back to a confirmed remove-and-reinstall by name instead of leaving it stale\n- verify any skill that took that path actually landed, not silently missing",
          "is_bot": false,
          "headline": "fix: harden ppt-upgrade against update failures",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-08T07:11:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bbf96820fe5a53276540bc05d11ee161ac15908f",
          "body": "- call the real GitHub REST endpoint for the optional star step, since `gh repo star` doesn't exist\n- lead the description with the safe one-command upgrade it runs, not just the renames it retires, synced across every localized README\n- give CLAUDE.md a Releasing section with the release flow, hous\n[…]\ncret setup in the gitignored local doc\n- give CLAUDE.md a Local provenance section documenting `.ppt/` as the repo's own gitignored home for iteration casebooks and the release rail, alongside `.omo/`",
          "is_bot": false,
          "headline": "fix: correct ppt-upgrade and consolidate release docs",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-08T03:22:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ad99c35b8fab32e571c80aa0720a756dc28763e6",
          "body": "- package the localized README work as the next patch release\n\n- run CI and publish validation on Node 24 via checkout/setup-node v5",
          "is_bot": false,
          "headline": "chore: ready localized READMEs for release",
          "author_name": "LilMGenius",
          "author_login": "LilMGenius",
          "committed_at": "2026-07-06T18:35:21Z",
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      "oldest_open_prs": [
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    "url": "https://github.com/LilMGenius/paperthin",
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      "key": "overall",
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      "name": "Overall health",
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      "notes": [
        {
          "code": "overall_calibration",
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            "calibration": "2026-08-02"
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      "inputs": {
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      "components": []
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    "categories": [
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        "key": "vitality",
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        "name": "Vitality",
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        "metrics": [
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            "note": null,
            "notes": [],
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                "max_points": 36
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
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                "key": "commit_volume",
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                "key": "openssf_scorecard_maintained",
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                "status": "met",
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                "key": "release_recency",
                "name": "Release recency",
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                "status": "met",
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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            "note": null,
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            "inputs": {
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        "key": "community",
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        "name": "Community & Adoption",
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        "weight": 0.17,
        "metrics": [
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            "components": [
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                "key": "stars",
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                "points": 33.6,
                "status": "partial",
                "details": [
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "15 forks",
                "points": 9.6,
                "status": "partial",
                "details": [
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                ],
                "max_points": 25
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              {
                "key": "watchers",
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                "status": "missed",
                "details": [
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                    "code": "watchers",
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
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              {
                "key": "license",
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                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  },
                  {
                    "code": "license_spdx",
                    "params": {
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
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              {
                "key": "pr_template",
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                "points": 0,
                "status": "missed",
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                "max_points": 6.3
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          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 60,
            "inputs": {
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              "dependents": null,
              "ecosystems": "npm",
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              "monthly_downloads": 4136
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "4,136 downloads/month across npm",
                "points": 48.2,
                "status": "partial",
                "details": [
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                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
                "name": "Registry dependents",
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                "points": 0,
                "status": "excluded",
                "details": [
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                "max_points": 20
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        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "weak",
        "name": "Sustainability & Governance",
        "value": 42,
        "weight": 0.23,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "bus_factor",
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                "status": "partial",
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 10,
                "status": "met",
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                "max_points": 10
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          },
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            "key": "responsiveness",
            "band": "critical",
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            "note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "newcomer_pr_acceptance"
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            "value": 1,
            "inputs": {
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              "closed_unmerged_prs": 17,
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            "components": [
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                "name": "Issue resolution",
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                "points": 0,
                "status": "excluded",
                "details": [
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                "max_points": 42
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "status": "missed",
                "details": [
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                "max_points": 30
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              {
                "key": "newcomer_pr_acceptance",
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                "status": "excluded",
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                "key": "openssf_scorecard_code_review",
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                "status": "missed",
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          },
          {
            "key": "stewardship",
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            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
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            "value": 50,
            "inputs": {
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                "key": "owner_reach",
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            "notes": [],
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            "inputs": {
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              "ecosystems": "npm",
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                "key": "linter_config",
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                "key": "pre_commit_hooks",
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                "key": "openssf_scorecard_ci_tests",
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            "inputs": {
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://paperthin.ai",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 37,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 40,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 13437
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.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": "47 of 47 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 47,
                      "sampled": 47
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 47",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 47
                    }
                  }
                ],
                "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": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Shell",
              "largest_source_bytes": 3458,
              "source_files_sampled": 5,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Shell without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Shell"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/5 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 5,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": {
      "labels": [
        "library"
      ],
      "scores": {
        "plugin": 2,
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
          "weight": 6
        },
        {
          "tier": "tags",
          "label": "plugin",
          "source": "tag:plugin",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T21:29:48.024695Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/LilMGenius/paperthin.svg",
  "full_name": "LilMGenius/paperthin",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.3.1, схема v0.27.0 — повна методологія · вікі метрик.

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