Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.2.0 · 2026-08-02 10:55 UTC
MattJColes / lgtmaybe
any model. no keys. maybe a merge.
MattJColes/lgtmaybe має індекс здоров’я 65 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (72/100), найнижчий — Security (37/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
65
загалом / 100Індекс 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»).
65
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)
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 60 калібровано до 65 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).
Власність
Matt ColesОсобистий обліковий запис
183 підписники21 публічний репозиторійз вер. 2011 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | lgtmaybe | 1.12.0 | - | 63 | 0 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
72
Активність розробки
60Помірний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 6.2/36 | Ритм комітів — 9/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 467 комітів за останній рік |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Використані вхідні дані
| commits_last_year | 467 |
| human_commit_share | 0,79 |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
Дисципліна релізів
90Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 63 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~0,8 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 63 |
| latest_release_tag | lgtmaybe-v1.12.0 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0,8 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
53
Популярність і впровадження
39Слабкий
Як обчислюється оцінка
| 39/60 | Зірки — 256 зірок |
| 0/25 | Форки — 0 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 0 |
| stars | 256 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
70Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| readme_badges | — |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| readme_badge_services | — |
| has_pull_request_template | ні |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
61
Стійкість мейнтейнерів (бас-фактор)
18Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 3.1/22.5 | Розподіл комітів — головний контриб’ютор — автор 86% комітів |
| 2.7/13.5 | Широта контриб’юторів — 2 контриб’юторів |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,864 |
Реактивність на issue та PR
81Відмінний
Як обчислюється оцінка
| 42/42 | Вирішення issue — закрито 100% issue |
| 28.9/30 | Прийняття PR — злито 310/322 вирішених PR |
| 0/13 | Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/23 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 310 |
| open_issues | 0 |
| closed_issues | 2 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 12 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Виключено з оцінювання (немає даних або не застосовно): newcomer_pr_acceptance. Залишкові ваги перенормовано.
Власність та опіка
60Помірний
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 16.3/25 | Охоплення власника — 183 підписників у MattJColes |
| 21.8/25 | Послужний список — 21 публічних репозиторіїв, вік облікового запису ~14 р. |
Використані вхідні дані
| followers | 183 |
| owner_type | User |
| is_verified | — |
| owner_login | MattJColes |
| public_repos | 21 |
| account_age_days | 5 446 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Винятковий
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 63 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | lgtmaybe |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
70
Інженерні практики
66Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 15 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
75Добрий
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 0/10 | Теми |
| 10/10 | Wiki |
Використані вхідні дані
| topics | — |
| has_wiki | так |
| homepage | — |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
37
Стан безпеки
37Слабкий
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/23 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 3,7 |
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.
71
Контекст і настанови для агентів
100Винятковий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — CLAUDE.md |
| 15/15 | Машиночитана документація (llms.txt) — llms.txt наявний |
| 40/40 | Читабельна історія комітів — намір зазначено у 79 з 79 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | так |
| legible_history_share | 1 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 43 422 |
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — src/lgtmaybe/py.typed |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 10/10 | Підтверджена практика роботи з агентами — 35 з останніх 100 комітів створено агентом або з його зазначенням |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | src/lgtmaybe/py.typed |
| agent_commit_share | 0,35 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
81Відмінний
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (src/lgtmaybe/py.typed) |
| 53.8/55 | Керовані розміри файлів — 4/190 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 88 463 |
| source_files_sampled | 190 |
| oversized_source_files | 4 |
Машиночитні інтерфейси
40Слабкий
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
256зірок GitHub
2контриб'юторів
467комітів за останні 12 місяців
0днів від останнього пушу
63релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:lgtmaybe@1.12.0; advisories assessed against the repository dependency graph instead
Докладніше
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/23 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
Прямі залежності 8
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | ast-grep-cli | >=0.44.0 | pyproject.toml |
| PyPI | click | >=8.4.1 | pyproject.toml |
| PyPI | httpx | >=0.28.1 | pyproject.toml |
| PyPI | litellm | >=1.87.1 | pyproject.toml |
| PyPI | litellm | >=1.87.1,<1.94 | pyproject.toml |
| PyPI | pydantic | >=2.7 | pyproject.toml |
| PyPI | pyyaml | >=6.0.3 | pyproject.toml |
| PyPI | tenacity | >=9.1.4 | pyproject.toml |
Усі залежності не зібрано
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 5803,
"has_wiki": true,
"homepage": null,
"languages": {
"HTML": 5815,
"Shell": 9161,
"Python": 1787558,
"Dockerfile": 4767,
"JavaScript": 1177
},
"pushed_at": "2026-08-02T10:53:52Z",
"created_at": "2026-06-06T20:17:12Z",
"owner_type": "User",
"updated_at": "2026-08-02T10:53:40Z",
"description": "any model. no keys. maybe a merge.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://coles.codes",
"name": "Matt Coles",
"type": "User",
"login": "MattJColes",
"company": null,
"location": "Melbourne, AU",
"followers": 183,
"avatar_url": "https://avatars.githubusercontent.com/u/1024954?v=4",
"created_at": "2011-09-04T06:13:05Z",
"is_verified": null,
"public_repos": 21,
"account_age_days": 5446
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "lgtmaybe-v1.12.0",
"kind": "other",
"published_at": "2026-08-02T10:53:53Z"
},
{
"tag": "lgtmaybe-v1.11.1",
"kind": "other",
"published_at": "2026-08-02T10:47:15Z"
},
{
"tag": "lgtmaybe-v1.11.0",
"kind": "other",
"published_at": "2026-08-02T09:49:06Z"
},
{
"tag": "lgtmaybe-v1.10.0",
"kind": "other",
"published_at": "2026-08-02T09:06:51Z"
},
{
"tag": "lgtmaybe-v1.9.1",
"kind": "other",
"published_at": "2026-07-28T08:41:35Z"
},
{
"tag": "lgtmaybe-v1.9.0",
"kind": "other",
"published_at": "2026-07-27T19:59:17Z"
},
{
"tag": "lgtmaybe-v1.8.1",
"kind": "other",
"published_at": "2026-07-27T17:07:59Z"
},
{
"tag": "lgtmaybe-v1.8.0",
"kind": "other",
"published_at": "2026-07-27T00:02:41Z"
},
{
"tag": "lgtmaybe-v1.7.0",
"kind": "other",
"published_at": "2026-07-26T14:17:50Z"
},
{
"tag": "lgtmaybe-v1.6.0",
"kind": "other",
"published_at": "2026-07-26T10:17:42Z"
},
{
"tag": "lgtmaybe-v1.5.5",
"kind": "other",
"published_at": "2026-07-25T14:49:02Z"
},
{
"tag": "lgtmaybe-v1.5.4",
"kind": "other",
"published_at": "2026-07-25T14:42:52Z"
},
{
"tag": "lgtmaybe-v1.5.3",
"kind": "other",
"published_at": "2026-07-25T10:30:47Z"
},
{
"tag": "lgtmaybe-v1.5.2",
"kind": "other",
"published_at": "2026-07-25T09:02:59Z"
},
{
"tag": "lgtmaybe-v1.5.1",
"kind": "other",
"published_at": "2026-07-25T08:36:39Z"
},
{
"tag": "lgtmaybe-v1.5.0",
"kind": "other",
"published_at": "2026-07-25T08:32:05Z"
},
{
"tag": "lgtmaybe-v1.4.1",
"kind": "other",
"published_at": "2026-07-25T06:23:58Z"
},
{
"tag": "lgtmaybe-v1.4.0",
"kind": "other",
"published_at": "2026-07-25T06:08:30Z"
},
{
"tag": "lgtmaybe-v1.3.0",
"kind": "other",
"published_at": "2026-07-25T04:32:58Z"
},
{
"tag": "lgtmaybe-v1.2.0",
"kind": "other",
"published_at": "2026-07-25T02:35:32Z"
},
{
"tag": "lgtmaybe-v1.1.0",
"kind": "other",
"published_at": "2026-07-24T10:20:10Z"
},
{
"tag": "lgtmaybe-v1.0.0",
"kind": "other",
"published_at": "2026-07-24T07:04:13Z"
},
{
"tag": "lgtmaybe-v0.13.1",
"kind": "other",
"published_at": "2026-07-24T06:14:52Z"
},
{
"tag": "lgtmaybe-v0.13.0",
"kind": "other",
"published_at": "2026-07-24T05:53:49Z"
},
{
"tag": "lgtmaybe-v0.12.2",
"kind": "other",
"published_at": "2026-07-23T08:49:54Z"
},
{
"tag": "lgtmaybe-v0.12.1",
"kind": "other",
"published_at": "2026-07-17T08:50:31Z"
},
{
"tag": "lgtmaybe-v0.12.0",
"kind": "other",
"published_at": "2026-07-17T08:20:11Z"
},
{
"tag": "lgtmaybe-v0.11.0",
"kind": "other",
"published_at": "2026-07-06T11:42:08Z"
},
{
"tag": "lgtmaybe-v0.10.0",
"kind": "other",
"published_at": "2026-07-06T01:32:24Z"
},
{
"tag": "lgtmaybe-v0.9.2",
"kind": "other",
"published_at": "2026-07-01T08:17:43Z"
},
{
"tag": "lgtmaybe-v0.9.1",
"kind": "other",
"published_at": "2026-07-01T00:41:12Z"
},
{
"tag": "lgtmaybe-v0.9.0",
"kind": "other",
"published_at": "2026-06-30T14:04:18Z"
},
{
"tag": "lgtmaybe-v0.8.2",
"kind": "other",
"published_at": "2026-06-30T10:42:34Z"
},
{
"tag": "lgtmaybe-v0.8.1",
"kind": "other",
"published_at": "2026-06-30T10:26:45Z"
},
{
"tag": "lgtmaybe-v0.8.0",
"kind": "other",
"published_at": "2026-06-30T09:02:27Z"
},
{
"tag": "lgtmaybe-v0.7.2",
"kind": "other",
"published_at": "2026-06-30T06:35:25Z"
},
{
"tag": "lgtmaybe-v0.7.1",
"kind": "other",
"published_at": "2026-06-30T05:34:42Z"
},
{
"tag": "lgtmaybe-v0.7.0",
"kind": "other",
"published_at": "2026-06-24T01:07:11Z"
},
{
"tag": "lgtmaybe-v0.6.2",
"kind": "other",
"published_at": "2026-06-23T16:40:43Z"
},
{
"tag": "lgtmaybe-v0.6.1",
"kind": "other",
"published_at": "2026-06-23T16:30:42Z"
},
{
"tag": "lgtmaybe-v0.6.0",
"kind": "other",
"published_at": "2026-06-23T15:43:33Z"
},
{
"tag": "lgtmaybe-v0.5.0",
"kind": "other",
"published_at": "2026-06-23T14:44:42Z"
},
{
"tag": "lgtmaybe-v0.4.1",
"kind": "other",
"published_at": "2026-06-22T23:09:58Z"
},
{
"tag": "lgtmaybe-v0.4.0",
"kind": "other",
"published_at": "2026-06-22T16:12:13Z"
},
{
"tag": "lgtmaybe-v0.3.3",
"kind": "other",
"published_at": "2026-06-19T05:56:05Z"
},
{
"tag": "lgtmaybe-v0.3.2",
"kind": "other",
"published_at": "2026-06-19T04:36:49Z"
},
{
"tag": "lgtmaybe-v0.3.1",
"kind": "other",
"published_at": "2026-06-17T14:59:56Z"
},
{
"tag": "lgtmaybe-v0.3.0",
"kind": "other",
"published_at": "2026-06-17T13:18:46Z"
},
{
"tag": "lgtmaybe-v0.2.1",
"kind": "other",
"published_at": "2026-06-16T12:04:24Z"
},
{
"tag": "lgtmaybe-v0.2.0",
"kind": "other",
"published_at": "2026-06-16T08:22:16Z"
},
{
"tag": "lgtmaybe-v0.1.11",
"kind": "other",
"published_at": "2026-06-16T00:28:38Z"
},
{
"tag": "lgtmaybe-v0.1.10",
"kind": "other",
"published_at": "2026-06-15T22:06:05Z"
},
{
"tag": "lgtmaybe-v0.1.9",
"kind": "other",
"published_at": "2026-06-15T21:58:02Z"
},
{
"tag": "lgtmaybe-v0.1.8",
"kind": "other",
"published_at": "2026-06-15T21:40:10Z"
},
{
"tag": "lgtmaybe-v0.1.7",
"kind": "other",
"published_at": "2026-06-15T13:40:41Z"
},
{
"tag": "lgtmaybe-v0.1.6",
"kind": "other",
"published_at": "2026-06-14T12:08:53Z"
},
{
"tag": "lgtmaybe-v0.1.5",
"kind": "other",
"published_at": "2026-06-14T11:46:33Z"
},
{
"tag": "lgtmaybe-v0.1.4",
"kind": "other",
"published_at": "2026-06-14T11:17:46Z"
},
{
"tag": "lgtmaybe-v0.1.3",
"kind": "other",
"published_at": "2026-06-14T10:53:03Z"
},
{
"tag": "lgtmaybe-v0.1.2",
"kind": "other",
"published_at": "2026-06-14T10:34:03Z"
},
{
"tag": "lgtmaybe-v0.1.1",
"kind": "other",
"published_at": "2026-06-14T10:15:45Z"
},
{
"tag": "lgtmaybe-v0.1.0",
"kind": "other",
"published_at": "2026-06-07T11:41:19Z"
},
{
"tag": "lgtmaybe-v0.0.2",
"kind": "other",
"published_at": "2026-06-07T11:26:08Z"
}
],
"recent_commits": [
{
"oid": "08e64802d705b7d298db4442e8c4a3d2cc0110eb",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.12.0 (#324)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-08-02T10:53:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0e0c83c1d44905fb5d311cc06e03cee24d7a1694",
"body": "`max_tokens` caps thinking and findings TOGETHER, and a reasoning model\nspends the thinking first — so raising the cap buys more thought, not\nmore answer. Three dogfood reviews truncated (#309 3-of-4 at 16k, #311\n1-of-4 on a fifteen-line diff, #315 2-of-4 after the cap went to 32k) and\neach time the\n[…]\noning_effort: low` in this repo's own config, where the\nmeasurement came from.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(config): bound reasoning with reasoning_effort (#323)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T10:53:02Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "41b68ed02c7c4dca2941746855c39b71c4f85171",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.11.1 (#322)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-08-02T10:46:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cfa87423c2ac4ebdb38c81d8c0f1d0e88e2f39b6",
"body": "lgtmaybe reviewed #315 and reported \"Stated intent to regenerate\ndocs/llms.txt is not reflected in the diff\". The PR *had* regenerated it\n(+42 lines) — but `llms-full.txt` is hardcoded in `_SKIP_FILENAMES`, so\nthe file could never appear in the diff the model saw. The lens compared\na promise against\n[…]\nly — a file present in the increment still hides its\nearlier commits' changes.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(engine): tell the intent lens which files it was not shown (#321)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T10:41:02Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ab307435fe82f814d5a653d3e78277d5bbdb863d",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.11.0 (#320)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-08-02T09:48:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24c4645d8c2a288d5b2c7cc2964327b7d97a93ab",
"body": "* feat(engine): report reasoning tokens on every provider call\n\n`--profile` could show a lens that ran for a minute and wrote 50 tokens\nwith no explanation for the gap. On a reasoning model the explanation is\nthinking, and lgtmaybe already read the count — but only off the failure\npath, to name the \n[…]\nld since #308.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(engine): report reasoning tokens on every provider call (#319)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T09:47:58Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b384a42bc2e881e0347a9c1939fe1659aad7e3ab",
"body": null,
"is_bot": false,
"headline": "Update model version in lgtmaybe.yml workflow (#318)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T09:12:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a5c31893d8bc3a7410341b8468565990a4e8c5b",
"body": "* chore(main): release lgtmaybe 1.10.0\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.10.0 (#310)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-08-02T09:06:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "961738be5db55ac2b1c4acf5ccf06428fc8f3a27",
"body": "…317)\n\n`lgtmaybe diagram` echoes the body the /diagram comment carries, which tucks\neach text rendering in a <details> block so GitHub can collapse it. A terminal\nrenders no HTML, so it printed the raw tags around the very text that exists\nfor readers without a renderer — and the sequence view made \n[…]\nent or mermaid.live, so dropping them would cost more than the noise\nit saved.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): flatten the diagram's collapsible blocks for a terminal (#…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T09:05:35Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "008eca70b2a3f9fc44ffe25e42d403be506d8d1a",
"body": "The shared review rules tell every lens the diff is only a slice of the\ncodebase, so a claim resting on unshown code must be hedged or omitted.\nThat protects precision and throws recall away: a bug whose evidence sits\none file over is never reported. Reflection's retrieval cannot recover it\neither —\n[…]\npython -m evals.run --mid-review-retrieval` are how that gets measured.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(engine): let a lens defer once for bounded context (#316)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T09:05:12Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "dd4b3c9a8f08ae8176214c6de4eb754dc673e72d",
"body": "A review call that ran past its `max_tokens` ceiling discarded the whole\nlens. The dogfood review of PR #309 lost three of four lenses that way;\nPR #311 lost one on a fifteen-line diff.\n\nThe engine already knew the remedy — `_review_split` halves an oversized\nbatch and reviews the pieces — but it wa\n[…]\nnly re-send the same oversized\ncall, at a full ceiling-length generation each.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(engine): split and retry when a call blows the output ceiling (#315)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T08:53:17Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "d3f79f1cd62a6307fb6682797b42bb887e3d68fd",
"body": "…314)\n\nA monorepo could not say \"payments/** is strict, tests/** is lenient, and\nread ARCHITECTURE.md before reviewing src/**\" — lgtmaybe had one repo-level\nconfig and applied it uniformly.\n\n`ReviewConfig.directory_rules` adds a list of `DirectoryRule` (path globs,\nfree-text `instructions`, `context\n[…]\nL-only, like `finding_rules` and `extra_lenses`: no CLI flag, no Action\ninput.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(config): scope review instructions and context to a directory (#…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T08:39:28Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f72d3109badfaba71ca6c9783cfde8abcb627f00",
"body": "The engine already stamps the originating lens on every finding and the\nreflection auditor already scores it 0-10, but both were only ever visible\nin the local CLI — the GitHub comment, where most reviews are actually\nread, showed only `**[SEVERITY] Title**`.\n\nRender them inside the existing severit\n[…]\ned still dedupes\nand there is no re-post storm on the first run after upgrade.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(github): show the lens and confidence on posted findings (#313)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T08:38:52Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "a9e3593d21de90cf73338139283eca27a1a81bfb",
"body": "`max_tokens: 16384` was sized against the largest healthy lens payload\n(2,261 tokens) on the assumption that the rest was headroom for thinking.\nTwo runs say otherwise: #309 truncated 3 of 4 lenses, and #311 — a fifteen-line\ndiff, where input size cannot be the cause — still truncated 1 of 4 at the \n[…]\n so\nthe next retune has to argue with the evidence rather than the arithmetic.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(config): stop the dogfood cap starving a reasoning model (#312)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T08:38:32Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "5ef01f6c75da5c368ca265946cf31b47ed699b7a",
"body": "An unlabelled step renders an em-dash in the Mermaid line (Mermaid needs a\nmessage after the colon) and drops the suffix in the text view. Neither branch\nwas covered, so a regression to a bare trailing colon would have shipped.\n\nAlso caps the dogfood workflow's input budget: deepseek-v4-flash has a \n[…]\n on a blown ceiling, as it\nalready does on a wall timeout) follows separately.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(diagram): cover the unlabelled sequence step (#311)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T08:30:40Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "3fe0f87a3c2aa287d8837c07abb204eb6a63d1ec",
"body": "The flowchart answers \"what does this change touch\"; most pull requests are\nbehavioural, where the question a reviewer actually has is \"what happens, in\nwhat order, and where did that change\". The same structured diagram call now\nalso returns ordered run-time steps, and lgtmaybe renders them as a Me\n[…]\ncal spec updated; the how-to now\n explains which view answers which question.\n\n\nClaude-Session: https://claude.ai/code/session_01GqEHe6mG3TVPMBvjxhZzF9\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(diagram): add a sequence view beside the change flowchart (#309)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-08-02T08:22:13Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "d85420f671b65567f2cf69532a2f8d54bfd88ede",
"body": null,
"is_bot": false,
"headline": "Trying Deepseek V4 Flash (#308)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-31T23:43:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd8d9c6e5634adae777fb34f773c0f428656f71b",
"body": "* chore(main): release lgtmaybe 1.9.1\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>\nCo-authored-by: Matt Coles <mattjcoles@outlook.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.9.1 (#304)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-28T08:41:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "91ef290dfc054da09856a2c382811f7febb3adee",
"body": "A correctness lens once ran to this model's full 65,536-token output ceiling\nand came back cut off mid-JSON: 21 minutes and 65k tokens for a single lens,\nagainst ~5.5k for the other three combined. #305 and #306 made that legible —\nit names itself, and the findings it finished emitting survive — but\n[…]\nvider-threading\nfixture that isolates the whole module, not just the one test.\n\n\nClaude-Session: https://claude.ai/code/session_01DRfWx5iwAfXEnsPDS9NW1y\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(config): cap what one dogfood review call may generate (#307)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-28T08:39:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b8d9193b759cb4fd7b728f777dee3a34636f6680",
"body": "…(#306)\n\n* fix(parse): keep the findings a truncated response finished emitting\n\nA lens cut off at its output ceiling has usually already produced real\nfindings — generated, billed, and schema-valid. Dropping them threw away\nsignal the run had paid for.\n\nInvestigating turned up something worse than \n[…]\nls both cases.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01DRfWx5iwAfXEnsPDS9NW1y\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(parse): keep the findings a truncated response finished emitting …",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-28T08:23:58Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "cadca72631537c128024e79b072675790acadd13",
"body": "…rying it (#305)",
"is_bot": false,
"headline": "fix(provider): report a truncated response as truncated, and stop ret…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-28T08:03:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a11860c9a1eb99725ba27f53db8bb3197d9d1376",
"body": "… --json stdout parseable (#303)",
"is_bot": false,
"headline": "fix(provider): survive a rejected response_format on Bedrock and keep…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-28T07:43:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "19ab21f777278ca2fdbf11b45c47c5e200e6a73f",
"body": "* chore(main): release lgtmaybe 1.9.0\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.9.0 (#298)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-27T19:58:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78af30b3754915e0a7e18604170fd5898235253e",
"body": "A local review now prints its billable token total to stderr by default,\nrather than only under --profile. stderr keeps --json/--agent output pipeable;\nthe line is suppressed under --profile (whose table already ends with it) and\nomitted entirely for a run that made no model calls or that failed. On\n[…]\nosts ~41% over no context but only ~17%\nbetween 5 and the default 20, because overlapping hunk windows merge and the\nenclosing-definition reach does the useful widening either way. The default\nstands.",
"is_bot": false,
"headline": "feat(cli): report what a local review spent (#299)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T17:40:17Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "78987a60d66afe7b77dda7252306ab8d83717dba",
"body": "Adds the spend-shaped twin of the max_review_seconds deadline. Once a run's\nbillable tokens (input + output across the lens fan-out, triage and reflection)\nreach the ceiling, no further model calls are dispatched: in-flight calls\nfinish, their findings post, and the summary carries a notice naming t\n[…]\nlens count and batch count, so any\ngenerous default that protects a small repo would silently truncate a large\none's review. Measurement is what ships on — --profile now prints a billable\ntoken total.",
"is_bot": false,
"headline": "feat(engine): cap a review's spend with max_review_tokens (#297)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T17:24:19Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "45a428264a0187b80c303038370cfb80f8b129db",
"body": "* chore(main): release lgtmaybe 1.8.1\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.8.1 (#292)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-27T17:07:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f4c3bdd279e6022c42a70328d94dd932fe16509d",
"body": "…ot mint it (#296)\n\nReplying to a lgtmaybe review comment failed the whole review job:\n\n The lgtmaybe identity exchange must run from the repository's\n default branch.\n\n`pull_request_review_comment` is in the broker's ALLOWED_EVENTS, in the\nworkflow's triggers, and in the post-as-a-GitHub-App \n[…]\nme this one exception, rather than\nleft as a claim the code no longer honours.\n\n\nClaude-Session: https://claude.ai/code/session_01LqYf2v9WEBxHRoEruQWBUe\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(identity): stop asking for branded identity on an event that cann…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T17:05:37Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "eb586f15752be418672ebef868c12d41b3bcb373",
"body": "…pad (#295)\n\nThe enclosing-definition pad could reach 120 lines above a hunk — six times\n`_MAX_CONTEXT_LINES`, the ceiling on the fixed pad it is meant to widen.\n\nThe reach exists so a hunk deep inside a function still sees the signature that\nexplains it. But it reproduces every intervening line, no\n[…]\n a\ndefinition that genuinely encloses them and sits well inside the new reach.\n\n\nClaude-Session: https://claude.ai/code/session_01LqYf2v9WEBxHRoEruQWBUe\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(context): size the enclosing-definition reach against the fixed …",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T16:53:19Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7cb91294e502a7ad5cd0aed422dd2a5e78aec384",
"body": "…#294)\n\ndefinition_starts threw ast-grep's range.end away, so _enclosing_boundary\ntreated the nearest definition start above a hunk as enclosing it even when\nthat definition had already closed. Module-level code below a function —\nconstants, config tables, registries — was padded back into an unrela\n[…]\ned to clear the previous group instead of overlapping it.\nFound by fuzzing (217/4000 cases), now zero.\n\nRoughly token-neutral (-1.7% across seven commits) — a correctness fix, not a\ncost optimisation.",
"is_bot": false,
"headline": "fix(context): only pad to a definition that still contains the hunk (…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T01:46:33Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "054a4ce1f363da2b85f167a673f9f9e5c0dbe7f0",
"body": "redact() rewrites every matched secret to [REDACTED] before the diff leaves,\nand the security lens then said \"even if they look redacted, flag the\npractice\" — instructing the model to raise a finding on the reviewer's own\nredaction output.\n\nThe shared rules now name the marker so no lens reports it \n[…]\nens drops the bullet, since gitleaks reads the unredacted text and\nanswers what the lens was prevented from seeing. Secrets reaching a log stay\nwith the model, as does the rest of the OWASP checklist.",
"is_bot": false,
"headline": "fix(prompt): stop asking lenses to flag our own redaction marker (#293)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T01:17:06Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "1a9f0f03d023c5e0a8e79515f088c57e6e6a6feb",
"body": "Six bugs found by driving the real CLI through ten scenarios of rising\ncomplexity against a stub provider, each one living in a seam between modules\nthat had passing unit tests of their own.\n\n- hardening: the reflection audit received the diff and grounding head text\n un-neutralised and with no unt\n[…]\nackage at 1.7.0.\n\nAdds tests/e2e/test_cli_scenarios.py and a stub provider so the ten scenarios\nare reproducible: hermetic, no model or network needed, and verified to go red\nagainst the pre-fix code.",
"is_bot": false,
"headline": "fix: bugs found driving the CLI end-to-end across 10 scenarios (#291)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T01:11:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6fcb279561229905ea6b9ef0b44943b58deb61ee",
"body": "Hunks whose padded windows meet are now merged into one, with the span\nbetween them filled in as context. Padded independently, two nearby hunks\neach reached into the other's span, producing a non-monotonic patch whose\nline arithmetic no longer held and which showed the same position twice\nwith two \n[…]\narithmetically, so a merged hunk's counts cannot drift from what it holds.\n\nCuts default-run input tokens 3-12% (-12.2% on the largest diff measured).\n\nAlso syncs uv.lock to the 1.8.0 release version.",
"is_bot": false,
"headline": "fix(compress): merge hunks whose context pads overlap (#290)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T00:43:46Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "66c256aeb434e148ba45268ea1c0ecaeabf2fca6",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.8.0 (#285)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-27T00:02:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1cddf6b6acc28c978154e1408bfd40b3dc886771",
"body": "…prompt narrowing (#289)\n\n* feat(static-analysis): un-cripple semgrep and add ast-grep structural rules\n\nTwo rules-driven tools, landed together because they share the argv and parse\nplumbing.\n\n**semgrep now actually runs.** It used to skip itself unless `semgrep_rules`\nwas set, and almost nobody se\n[…]\n analysis off.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HTBZQBip6ABR5B4pkscoUy\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(static-analysis): semgrep rule pack, ast-grep, osv-scanner, and …",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-27T00:01:56Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "4eee72cc25a312b8f00e136fac54a1fdd263ad77",
"body": "… (#288)\n\n* fix(action): deliver max_tokens and the static-analysis tools to the container\n\nTwo ways an Action input could reach nothing, both fixed here.\n\n`max_tokens` was mapped to INPUT_MAX_TOKENS in the step's `env:` block but\nnever forwarded by a bare `-e` on the `docker run`, so the value was \n[…]\nexisting sync.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HTBZQBip6ABR5B4pkscoUy\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(static-analysis): deterministic scan tools that replace LLM work…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T23:19:15Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b8f8739ebcb061aea096347c5c33d7ab6a00b644",
"body": "A live review missed an unguarded Optional deref — file_contents.get(path)\nnarrows to `str | None`, and .splitlines() on it crashes — while catching\nthree narrower crash paths in the same function. mypy proved it from the\nfile's own text in seconds. That is the shape of bug a lens reads past\nand a t\n[…]\nproves the parser, only a live run proves the flags still surface\nthe finding.\n\n\nClaude-Session: https://claude.ai/code/session_01VZWoC1C4StgoEHfhzZNz7V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(static-analysis): add mypy to the fusion runner (#287)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T21:32:05Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7bb2f02ae3df13437b1ceb20a3c59bb8a7310888",
"body": "A suggestion is rendered as a one-click commit, so a name that does not\nresolve in the target file replaces working code with a crash. The\ncontract never said which file's namespace a suggestion is written\nagainst, and the gap is example-seeded rather than random.\n\nThe deprecation lens's worked exam\n[…]\nt only in the legacy system prompt would be missing from every\ndefault review.\n\n\nClaude-Session: https://claude.ai/code/session_01VZWoC1C4StgoEHfhzZNz7V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(prompt): bind suggestion names to the file being changed (#286)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T21:25:09Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "a295cd8309acc5c093d07e7789d3d7ff8547d375",
"body": "…(#284)\n\nProvider and model alone don't identify a review: the same model on the\nsame provider reviews differently across releases, since the prompt,\nlens grouping and reflection all move between them. Troubleshooting a\nsurprising review means first working out which build produced it, and\nuntil now\n[…]\nd the CLI writes the failure notice, and neither package\nmay import the other.\n\n\nClaude-Session: https://claude.ai/code/session_01VZWoC1C4StgoEHfhzZNz7V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(engine): name the lgtmaybe version alongside the model in posts …",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T21:10:35Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "4633e1b67130184dd7df0f073640ef1ff4931c82",
"body": "The cap exists for prepaid routes that reserve prompt + max_tokens against the\nbalance before generating, and the Action is where those reviews actually run —\nbut the tests shipped in #281 only covered the local CLI path, so a regression\nin the `action` command's config load would have gone unnotice\n[…]\nn inputs default\n to \"\", and a value coerced to 0 would reject every request.\n\n\nClaude-Session: https://claude.ai/code/session_01LPA33BpHTR1BqtvqeMhpzz\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(action): cover max_tokens on the GitHub Action path (#282)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T14:19:23Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7c0bbd200143b886fdcaa53b96d4a6797f41a827",
"body": null,
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.7.0 (#272)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-26T14:17:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea84ba4f4a49dcf2dfee1254dd350dc91bddaa42",
"body": "…ut (#281)",
"is_bot": false,
"headline": "feat(provider): cap generated tokens and fail fast when credit runs o…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T14:08:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bfd429bfe6bf685b7d7519baff6eed5bcb65a345",
"body": "…280)",
"is_bot": false,
"headline": "deps: bump the python-dependencies group and migrate to cdk-nag v3 (#…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T14:08:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8885bbdd372485a14e7e48872ca25c374e1ddbd3",
"body": "… batch was reviewed (#279)",
"is_bot": false,
"headline": "fix(engine): report a split piece that failed instead of claiming the…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T13:59:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "85f2e7ffd97c9e80757938c72050be88031533ec",
"body": null,
"is_bot": false,
"headline": "fix(posting): make an incomplete review visible on the PR (#278)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T13:49:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1af7efce4a363531d41bd54cfd6c429e36217a5c",
"body": "…timeouts (#277)",
"is_bot": false,
"headline": "fix(providers): fail a blown wall clock once, and pin the documented …",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T13:43:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ece55e414972a99c024cb05bec397b7a639e27c",
"body": "The nine shipped examples that declare concurrency keyed the group on the PR\nnumber alone, with cancel-in-progress. All of them also subscribe to\nissue_comment and pull_request_review_comment — the events lgtmaybe fires when\nit posts its auto-diagram comment and its inline findings — and every one o\n[…]\nggered event with\n cancel-in-progress must have an event-discriminated group.\n\n\nClaude-Session: https://claude.ai/code/session_01SorXTg2UZddYo5dBFgrjjT\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(workflows): stop lgtmaybe cancelling its own reviews (#276)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T13:18:05Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7ee4eedc7f435648e38d48435b80c045be417ce1",
"body": "* fix(dedupe): key re-run dedupe on a prose-free finding identity\n\nFindings already posted on a PR were posted again, reworded, on a later run.\n\nBoth re-run dedupe (`_post_new_inline_comments`) and resolve-on-fix\n(`_fixed_threads`) matched an existing conversation by\n`finding_fingerprint(path, title\n[…]\nside the mock.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01T7QDG7AsL5SK2UyroX6w5x\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(dedupe): key re-run dedupe on a prose-free finding identity (#275)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T12:38:35Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "1b50d93530a370b7f0b81469b60b0f48dad5eaae",
"body": "… (#273)\n\n* feat(summary): stop claiming LGTM while business is still outstanding\n\n\"👍 LGTM!\" reads as \"this PR is fine\". It was posted whenever the run's own\nfinding count reached zero — which is not the same thing. Two cases produced a\nthumbs-up over unfinished business:\n\n- **Suppressed findings.**\n[…]\n(expected 8)\".\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(summary): stop claiming LGTM while business is still outstanding…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T10:59:55Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ee1e42c850a79e02b670ef1e7a2519b045fc0ee2",
"body": "…a refusal (#271)\n\n* feat(diagnostics): log the effective timeout's source; stop retrying a refusal\n\nTwo silent failures that cost real investigation time this week.\n\n**Where did that timeout come from?** A timed-out call reports the budget it\nblew (\"provider request exceeded 60s\") but never its ori\n[…]\ny are skipped.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(diagnostics): log the effective timeout's source; stop retrying …",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T10:39:13Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "94952279df463e62ddae10baeb3ca53713b357f0",
"body": "* chore(main): release lgtmaybe 1.6.0\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.6.0 (#265)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-26T10:17:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f03c4bf6e0e679bd3a7dbb865ba3f9a5baf8f9ea",
"body": "…#270)\n\n* perf: overlap the three serial I/O stages, isolate resolve failures\n\nSurvey first: the lens fan-out, multi-batch overlap and the head-content\nfetches were ALREADY pooled, so there was nothing to win there. Three stages\nwere genuinely serial.\n\n- **Deferral fetches** (`retrieve.resolve_needs\n[…]\nxplicitly now.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf: overlap the three serial I/O stages, isolate resolve failures (…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T10:03:01Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "44a47769051e39a3a3a6b6f82b4b0cea4a94f770",
"body": "…counts (#269)\n\nFollow-up to #268. The bulk edit there left the `--preset` help string spliced\nmid-sentence — \"covers … tests and documentation in parallelism is available,\nor three with one worker\" — so `lgtmaybe review --help` printed a broken\nsentence describing behaviour that no longer exists. l\n[…]\nated docs/reference/config.md and llms*.txt.\n\nText only — no behaviour change.\n\n\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(preset): fix the mangled --preset help and sweep the stale call …",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T09:28:06Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "2d81f5ec7cdf7f87b8d2dfa8ec9e1aee8a64d57a",
"body": "The fast preset already made 4 calls, but two of them were the same\n`correctness` lens sliced into flow/state halves purely to fill a second\nworker, and `tests`/`documentation` got no call at all. So the default spent\nfour calls on three concerns and skipped a whole class of finding.\n\nNow: security,\n[…]\n`_CORRECTNESS_STATE_EXAMPLE` are deleted, along with `_parallel_fast_enabled`.\n\n\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(preset): four distinct lenses on every provider (#268)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T09:23:08Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6c7649c73446abec2cecdc4c81f7f4002b551f71",
"body": null,
"is_bot": false,
"headline": "Trying GPT 5.6 Terra Pro (#267)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T08:44:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "461c34a918b0da7e191df8f0b648315e057ed363",
"body": "…es (#266)\n\n* feat(cache): widen prompt caching to vertex, zai, and openrouter routes\n\nExplicit `cache_control` breakpoints were only emitted on `anthropic/` and\n`bedrock/`, so every other route re-processed the shared preamble-plus-diff\nprefix uncached on every lens of the fan-out. Widened to the r\n[…]\nn the highest.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cache): widen prompt caching to vertex, zai, and openrouter rout…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T08:36:26Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "90591f486c2e0be520459aee6604cd5bd161a477",
"body": "…264)\n\nA timed-out lens call posts \"results may be incomplete\" with zero findings,\nwhich a human reads as a clean review — so every budget here is now sized well\nabove what a healthy run needs, not near it.\n\nModel calls: slow-capable providers (ollama, openai-compatible, openrouter)\n900s -> 1800s, d\n[…]\nget stays safe, dropping one below the floor is the\nregression worth catching.\n\n\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(timeouts): raise every wall-clock budget so slow calls finish (#…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-26T08:15:27Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ae6688495f448c31bd4150154b0cfff85fa67da8",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.5.5 (#263)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T14:48:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a22bb0227bf70db03d46d2194cfb64a515d8d5b4",
"body": "…he check (#262)\n\nThe gate's comment claimed it installs \"exactly what a user runs\", but it set\nHOMEBREW_NO_REQUIRE_TAP_TRUST=1 — switching off the very requirement the install\ndocs tell users to satisfy with `brew trust MattJColes/tap`. So the step most\nlikely to trip up a new user was the one step\n[…]\nhe gate as just a `brew\ninstall`; they now say it trusts the tap too, and why.\n\n\nClaude-Session: https://claude.ai/code/session_01K4zvYY85Ci2goMGyYWzQdn\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(homebrew): trust the tap in the smoke gate instead of disabling t…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T14:46:09Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "459f910e0c8f5c943c6871e167856b9f94ea4686",
"body": "* chore(main): release lgtmaybe 1.5.4\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.5.4 (#261)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T14:42:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "979e0e5f3a669f62920964d4401239acad8cc5e6",
"body": "`_completion_with_wall_timeout` promised \"a real wall-clock bound even if its\ntransport hangs\", but delegated the whole decision to one\n`future.result(timeout=timeout)`. Whether a late call timed out therefore depended\non how that single Condition wait happened to resolve rather than on elapsed time\n[…]\nr\nthan racing a real deadline; and a permanent error still surfaces as itself.\n\n\nClaude-Session: https://claude.ai/code/session_01K4zvYY85Ci2goMGyYWzQdn\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(providers): make the wall-clock timeout clock-authoritative (#260)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T14:34:48Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f130290c82c5eeae6f7dad51e058807d94152b2d",
"body": "…ce (#259)",
"is_bot": false,
"headline": "test(retry): widen the wall-clock margin so Windows can't lose the ra…",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T14:01:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d691e1dcda5afb9dbc93b95cc2f21b8e4b0dea7",
"body": null,
"is_bot": false,
"headline": "chore(homebrew): rename the tap to MattJColes/tap (#258)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T13:30:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "32bfa2b7a35fc0d3b827c650ced07e81e71883a2",
"body": null,
"is_bot": false,
"headline": "chore: archive completed OpenSpec changes (#257)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T11:47:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d0cf81cf2520fad1ab17caf40e7ebdf5956c939b",
"body": null,
"is_bot": false,
"headline": "chore: record Windows distribution verification (#255)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T11:14:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a4cff3e0888b6ec4b0e91ca1056177e27f52b24",
"body": null,
"is_bot": false,
"headline": "chore: record correctness dogfood profile (#256)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T11:05:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cce9d45c8f6e728d7d5d8d3ad42240363745e3b3",
"body": null,
"is_bot": false,
"headline": "chore: archive GitHub App client ID change (#254)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T10:46:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cee7035bf89c8dfc3c27050e49f4f6e5306e93ee",
"body": "* chore(main): release lgtmaybe 1.5.3\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>\nCo-authored-by: Matt Coles <mattjcoles@outlook.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.5.3 (#252)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T10:30:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d4e4101d458a5930df069d991495fabe40a44f7",
"body": null,
"is_bot": false,
"headline": "chore: archive GitHub App identity change (#253)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T10:24:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3ad58f46ae71eadc30c37132d36eb79871468f6",
"body": null,
"is_bot": false,
"headline": "test: cover bundled identity broker handler (#251)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T10:21:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a886683430fc3369499101bbe090ae21dd761ab8",
"body": null,
"is_bot": false,
"headline": "fix: load broker from flattened Lambda bundle (#249)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T10:13:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9036b17dfd40d9b4a37a2fcf5fc53ef3a8e08c8c",
"body": "* chore(main): release lgtmaybe 1.5.2\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.5.2 (#247)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T09:02:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72c59fa9b1f47e6a1299428be05f85da5af5af25",
"body": null,
"is_bot": false,
"headline": "fix: skip Winget update before initial publication (#248)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:56:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f97bb01d83230717df9da95ce938319983331b84",
"body": null,
"is_bot": false,
"headline": "fix: avoid deprecated GitHub App input (#246)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:52:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d16c62e636422363bb24bf7570a72a787469ab91",
"body": null,
"is_bot": false,
"headline": "chore: archive review concurrency fix (#245)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:51:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "137ab2b3f53aaaf8da2b96c840ec1340191d9e69",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.5.1 (#244)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T08:36:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d9beea88fea3bd13428edae70059b757252f477",
"body": null,
"is_bot": false,
"headline": "fix: pass GitHub identity timeout by keyword (#243)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:35:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a36b7e6a61b75937fa90840b6d088c0f50073dc4",
"body": "* chore(main): release lgtmaybe 1.5.0\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>\nCo-authored-by: Matt Coles <mattjcoles@outlook.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.5.0 (#236)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T08:31:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f18e7b231dd90d7e4e8f2c85ae674da0cabf1f83",
"body": null,
"is_bot": false,
"headline": "chore: archive auxiliary model output change (#242)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:27:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ff8720083cc678d8593e3e2424d9080565742a4",
"body": null,
"is_bot": false,
"headline": "feat: add public lgtmaybe bot identity (#239)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:20:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "421c1889c8d8b045dad8206758312a2288264d06",
"body": null,
"is_bot": false,
"headline": "fix: harden auxiliary model outputs (#241)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:19:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0eeeee3ef7495c3199bce785fd674fb9743eaaa7",
"body": null,
"is_bot": false,
"headline": "fix: prevent bot comments cancelling reviews (#240)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:17:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea23a609b23266afbc0cf53845f533e3652b9fec",
"body": null,
"is_bot": false,
"headline": "feat: gate defect findings on failure scenarios (#238)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T08:04:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b38186272590679472759afabe894e2fd13552f",
"body": null,
"is_bot": false,
"headline": "fix: upgrade GitHub App token action to v3 (#237)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T07:52:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "777163e66ccf98a8d6f09edb18a95059999c97f4",
"body": null,
"is_bot": false,
"headline": "docs: expand WinGet installation guidance (#235)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T07:11:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9a06b978f042e9e6c0744bf0b5d0679f3a382133",
"body": null,
"is_bot": false,
"headline": "ci: test only minimum supported Python (#234)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T06:43:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d2bcb0a6e72bec9ce3240bf6070a6877d84bec5",
"body": "* chore(main): release lgtmaybe 1.4.1\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.4.1 (#233)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T06:23:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e4c633cd9a1e209df484a8cf8833eabd6a3678d",
"body": "* fix: pass repository to release commands\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "fix: pass repository to release commands (#232)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T06:20:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e85b4910621005ead0f7e70bd449f421a231d0ab",
"body": "* fix: generate readable Mermaid flowcharts\n\n* style: apply ruff lint and format fixes\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "fix: generate readable Mermaid flowcharts (#231)",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T06:17:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b4b5f118ce1b3b7a35774bf7e1b0e85fd9a08c2",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.4.0 (#228)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T06:08:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee08c9f65333f1da5c73cc2623b16326caca2175",
"body": null,
"is_bot": false,
"headline": "fix: harden Windows release workflows",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T06:00:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cac1339bf29be2bd595002b8b57cbe277e95bebe",
"body": null,
"is_bot": false,
"headline": "feat: add Windows executable and winget distribution",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T06:00:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab7185e65431a5f53621168a4b1a89147866af90",
"body": null,
"is_bot": false,
"headline": "fix: support Windows compatibility",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T05:46:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2bc0f6ba5807731588e299afcda5eba20ca4dc32",
"body": null,
"is_bot": false,
"headline": "ci: add Windows test legs",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T05:46:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35a4eece14bf5623b758b2cdd96e0222ecd8ba06",
"body": null,
"is_bot": true,
"headline": "style: apply ruff lint and format fixes",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T05:27:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2b9c2741a4879befbbed6047e36e925b3d50e685",
"body": null,
"is_bot": false,
"headline": "docs: simplify Marketplace Action setup",
"author_name": "Matt Coles",
"author_login": "MattJColes",
"committed_at": "2026-07-25T05:27:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "acf3cba144aefad966bf3bc05fd015b92d6e5487",
"body": null,
"is_bot": true,
"headline": "style: apply ruff lint and format fixes",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T04:32:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb529d1401f61246d4f837a4cb65d0d84b1c962c",
"body": null,
"is_bot": true,
"headline": "chore(main): release lgtmaybe 1.3.0",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-25T04:32:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4667dc20b9212f221cd70dc3c504f4061978d5a0",
"body": "GitHub's Mermaid renderer has zoom controls but no full-screen, and a\ncomment can't carry a button — so a valid Mermaid fence is now followed\nby an \"Open full screen\" link to mermaid.live's viewer, with the fenced\nsource pako-compressed into the URL fragment (decoded client-side, only\nfollowed on cl\n[…]\ne diagram grows down\ninstead of cramming fixed-width cards into overlap.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01SaCKHt3zw8J85gxoRH2WEq",
"is_bot": false,
"headline": "feat: full-screen link and density-aware layout for change diagrams",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-25T04:24:48Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e656b329600066ad152ba3624f842e44717baca7",
"body": "Hosted reasoning models can think past 60s on a large diff even on\ndirect cloud routes; 300s leaves them room while the slow-capable tier\n(ollama/openai-compatible/openrouter) stays at 900s. An explicit\ntimeout still always wins.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01SsLuXJTHCeMC3aB4v6j9KP",
"is_bot": false,
"headline": "feat: raise the direct-cloud timeout default to 300s",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-25T04:21:00Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "18707a5b51476a5634d19a06a109b23adddbfeab",
"body": "…by default\n\n- openrouter joins ollama/openai-compatible in the generous per-call\n timeout tier, and that tier rises to 900s: openrouter gateways to\n arbitrary models, including reasoning models that routinely think past\n the 60s cloud default (seen as \"2 of 4 review calls failed\n (TimeoutError)\n[…]\nrop the now-redundant explicit\n input, and setting it to false opts out\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01SsLuXJTHCeMC3aB4v6j9KP",
"is_bot": false,
"headline": "feat: generous timeout defaults for slow providers and auto diagrams …",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-25T04:21:00Z",
"body_truncated": true,
"is_coding_agent": true
}
],
"releases_count": 63,
"commits_last_year": 467,
"latest_release_at": "2026-08-02T10:53:53Z",
"latest_release_tag": "lgtmaybe-v1.12.0",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 9,
"days_since_latest_release": 0,
"mean_days_between_releases": 0.8
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 57,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "lgtmaybe",
"exists": true,
"license": "MIT",
"keywords": [],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/lgtmaybe/",
"is_deprecated": false,
"latest_version": "1.12.0",
"repository_url": "https://github.com/MattJColes/lgtmaybe",
"versions_count": 63,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2026-06-06T20:55:58.478629Z",
"latest_published_at": "2026-08-02T10:54:29.932806Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 0,
"stars": 256,
"watchers": 0,
"fork_history": {
"days": [],
"complete": true,
"collected": 0,
"total_forks": 0
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": true,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"src/lgtmaybe/py.typed"
],
"toolchain_manifests": [],
"largest_source_bytes": 88463,
"source_files_sampled": 190,
"oversized_source_files": 4,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 43422
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "ast-grep-cli",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.44.0"
},
{
"name": "click",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=8.4.1"
},
{
"name": "httpx",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.28.1"
},
{
"name": "litellm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.87.1"
},
{
"name": "litellm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.87.1,<1.94"
},
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.7"
},
{
"name": "pyyaml",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=6.0.3"
},
{
"name": "tenacity",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=9.1.4"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 310,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 2,
"closed_unmerged_prs": 12
},
"bus_factor": 1,
"bot_contributors": 3,
"top_contributors": [
{
"type": "User",
"login": "MattJColes",
"commits": 337,
"avatar_url": "https://avatars.githubusercontent.com/u/1024954?v=4"
},
{
"type": "User",
"login": "claude",
"commits": 53,
"avatar_url": "https://avatars.githubusercontent.com/u/81847?v=4"
}
],
"contributors_sampled": 2,
"top_contributor_share": 0.864
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"action-e2e.yml",
"audit.yml",
"ci.yml",
"commitlint.yml",
"docs.yml",
"e2e-local.yml",
"homebrew.yml",
"lgtmaybe.yml",
"lint-fix.yml",
"release-please.yml",
"release.yml",
"rlm-bench.yml",
"spec-drift.yml",
"windows-exe.yml",
"winget.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 3,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 9,
"reason": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/23 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 3,
"reason": "project has 1 contributing companies or organizations -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 0,
"reason": "project was created within the last 90 days. Please review its contents carefully",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 2,
"reason": "8 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "08e64802d705b7d298db4442e8c4a3d2cc0110eb",
"ran_at": "2026-08-02T10:55:21Z",
"aggregate_score": 3.7,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-08-02T10:54:07Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-08-02T10:53:35Z",
"ci_last_conclusion": null,
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/MattJColes/lgtmaybe",
"host": "github.com",
"name": "lgtmaybe",
"owner": "MattJColes"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": "The weighted overall 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 60,
"calibrated": 65,
"calibration": "2026-08-02"
}
}
],
"value": 65,
"inputs": {
"security": 37,
"vitality": 72,
"community": 53,
"governance": 61,
"calibration": "2026-08-02",
"engineering": 70,
"ai_readiness": 71,
"weighted_overall_raw": 60
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 72,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"commits_last_year": 467,
"human_commit_share": 0.79,
"days_since_last_push": 0,
"active_weeks_last_year": 9
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "9/52 weeks with commits",
"points": 6.2,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 9
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "467 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 467
}
}
],
"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",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 63,
"latest_release_tag": "lgtmaybe-v1.12.0",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 0.8
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "63 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 63
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~0.8 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 0.8
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"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,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"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": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 53,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "weak",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 39,
"inputs": {
"forks": 0,
"stars": 256,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "256 stars",
"points": 39,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 256
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"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 (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 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
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 61,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 18,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 2,
"top_contributor_share": 0.864
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 86% of commits",
"points": 3.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 86
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 81,
"inputs": {
"merged_prs": 310,
"open_issues": 0,
"closed_issues": 2,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 12,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 42,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "310/322 decided PRs merged",
"points": 28.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 310,
"decided": 322
}
}
],
"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
}
}
],
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"followers": 183,
"owner_type": "User",
"is_verified": null,
"owner_login": "MattJColes",
"public_repos": 21,
"account_age_days": 5446
},
"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": "183 followers of MattJColes",
"points": 16.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 183,
"login": "MattJColes"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "21 public repos, account ~14 yr old",
"points": 21.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 21
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"lgtmaybe"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "63 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 63
}
}
],
"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": 70,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 66,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "15 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 15
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 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",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"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": null,
"notes": [],
"value": 37,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"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 is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"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": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "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": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "8 existing vulnerabilities detected",
"points": 1.5,
"status": "partial",
"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": 2
},
"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": "good",
"name": "AI Readiness",
"value": 71,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "exceptional",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"has_llms_txt": true,
"legible_history_share": 1,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 43422
},
"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": "llms.txt present",
"points": 15,
"status": "met",
"details": [
{
"code": "llms_txt_present",
"params": {}
}
],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "79 of 79 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 79,
"sampled": 79
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 58,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"src/lgtmaybe/py.typed"
],
"agent_commit_share": 0.35,
"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": 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": "src/lgtmaybe/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/lgtmaybe/py.typed"
}
}
],
"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": "35 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 35,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 88463,
"source_files_sampled": 190,
"oversized_source_files": 4
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (src/lgtmaybe/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "src/lgtmaybe/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "4/190 source files over 60KB",
"points": 53.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 190,
"oversized": 4
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"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)."
}
],
"metrics_version": "2.2.0"
},
"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",
"deps.dev does not index pypi:lgtmaybe@1.12.0; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-08-02T10:55:37.656850Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/MattJColes/lgtmaybe.svg",
"full_name": "MattJColes/lgtmaybe",
"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 v2.2.0, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.