Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.3.1 · 2026-07-29 15:25 UTC

meridianlabs-ai / inspect_swe

Software Engineering Agents for Inspect AI

PythonMIT★ 23 зірки⑂ 36 форківз серп. 2025 р.Переглянути на GitHub ↗
ТипБібліотекаяк це визначено

meridianlabs-ai/inspect_swe має індекс здоров’я 80 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (96/100), найнижчий — Security (42/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

80
загалом / 100
Відмінний

Індекс здоров'я програмного забезпечення

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

80
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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

Зважений загальний бал 68 калібровано до 80 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

Meridian LabsОрганізація
87 підписників22 публічні репозиторіїз січ. 2025 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIinspect_swe0.2.67282 173670 днів тому

Метрики за категоріями

Життєздатність

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

96Винятковий · 21% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
29.8/36Ритм комітів — 43/52 тижнів із комітами
18/18Обсяг комітів — 378 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year378
human_commit_share0,98
days_since_last_push0
active_weeks_last_year43
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 3 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~7,4 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count3
latest_release_tag0.2.67
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases7,4
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

61Помірний · 17% загального індексу
Як обчислюється оцінка
21.8/60Зірки — 23 зірок
12.9/25Форки — 36 форків
0/15Спостерігачі — 2 спостерігачів
Використані вхідні дані
forks36
stars23
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
readme_badges
has_contributingтак
has_issue_templateні
has_code_of_conductні
readme_badge_services
has_pull_request_templateні
Як обчислюється оцінка
72.7/80Щомісячні завантаження — 282 173 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesinspect_swe
dependents
ecosystemspypi
total_downloads
monthly_downloads282 173
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

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

60Помірний · 23% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
5.4/22.5Розподіл комітів — головний контриб’ютор — автор 76% комітів
13.5/13.5Широта контриб’юторів — 25 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled25
top_contributor_share0,762
Як обчислюється оцінка
24.7/42Вирішення issue — закрито 59% issue
23.8/30Прийняття PR — злито 61/77 вирішених PR
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
3/15OpenSSF Scorecard: Code-Review — Found 6/21 approved changesets -- score normalized to 2
Використані вхідні дані
merged_prs61
open_issues7
closed_issues10
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,588
closed_unmerged_prs16
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.
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
14/25Охоплення власника — 87 підписників у meridianlabs-ai
12.9/25Послужний список — 22 публічних репозиторіїв, вік облікового запису ~1 р.
Використані вхідні дані
followers87
owner_typeOrganization
is_verified
owner_loginmeridianlabs-ai
public_repos22
account_age_days549

Супровід пакетів

100Винятковий
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 67 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesinspect_swe
ecosystemspypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

77Добрий · 19% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 6 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://meridianlabs-ai.github.io/inspect_swe/
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepagehttps://meridianlabs-ai.github.io/inspect_swe/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

42Слабкий · 16% загального індексу

Стан безпеки

42Слабкий
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 6/21 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 130 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,2
Виключено з оцінювання (немає даних або не застосовно): signed_releases. Залишкові ваги перенормовано.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.

69Добрий · 4% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md, CLAUDE.md
0/15Машиночитана документація (llms.txt)
19.6/40Читабельна історія комітів — намір зазначено у 36 з 98 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,367
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes775
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — src/inspect_swe/py.typed
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 20 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilespackage-lock.json, uv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configssrc/inspect_swe/py.typed
agent_commit_share0,2
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (src/inspect_swe/py.typed)
55/55Керовані розміри файлів — 0/118 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes40 132
source_files_sampled118
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalтак
api_schema_files

Ключові факти

23зірок GitHub
25контриб'юторів
378комітів за останні 12 місяців
0днів від останнього пушу
3релізів
1бас-фактор
7відкритих 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:inspect_swe@0.2.67; advisories assessed against the repository dependency graph instead

Докладніше

Історія зірок і форків 0 ★ / 36 ⇿
0Зірки
36Форки

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

01325383422025-092026-022026-07
OpenSSF Scorecard 4.2 / 10
4.2сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-29 15:25 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 6/21 approved changesets -- score normalized to 2
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities130 existing vulnerabilities detected
Прямі залежності 10
РеєстрПакетОбмеження версіїМаніфест
PyPIhttpxpyproject.toml
PyPIinspect_ai>=0.3.251pyproject.toml
PyPInest_asynciopyproject.toml
PyPIplatformdirspyproject.toml
PyPIpydantic>=2.13.0pyproject.toml
PyPIpyyamlpyproject.toml
PyPIsniffiopyproject.toml
PyPIanyiopyproject.toml
PyPItyping_extensions>=4.9.0pyproject.toml
PyPIagent-client-protocol>=0.11.0pyproject.toml
Усі залежності не зібрано

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

Звіт у форматі JSON машиночитний
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          "oid": "3492cd6fdfd6e9ec304ad14b3d70b6c7c6701b38",
          "body": ":robot: I have created a release *beep* *boop*\n---\n\n\n##\n[0.2.67](https://github.com/meridianlabs-ai/inspect_swe/compare/0.2.66...0.2.67)\n(2026-07-29)\n\n\n### Features\n\n* **claude_code:** add `permission_mode` option (deprecates `auto_mode`)\n([5cc9e6d](https://github.com/meridianlabs-ai/inspect_swe/com\n[…]\nase-please). See\n[documentation](https://github.com/googleapis/release-please#release-please).\n\nCo-authored-by: meridian-release-bot[bot] <301467749+meridian-release-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 0.2.67 (#92)",
          "author_name": "meridian-release-bot[bot]",
          "author_login": "meridian-release-bot[bot]",
          "committed_at": "2026-07-29T15:20:15Z",
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        {
          "oid": "cc854fd00f6939f40d2004eb6e7d077283d8af18",
          "body": "… (#102)\n\nAdds an `auto_review` option to `codex_cli()` and\n`interactive_codex_cli()` enabling Codex CLI's automated approval review\n(guardian): Codex runs with its own `workspace-write` sandbox and\n`on-request` approvals, with escalation requests (network access, writes\noutside the workspace, MCP t\n[…]\nored-by: Claude Fable 5 <noreply@anthropic.com>\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Charles Teague <261654+dragonstyle@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(codex_cli): add auto_review option for automated approval review…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-29T15:14:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5cc9e6d9a92ed71efc9d72d075528c598b4498d4",
          "body": "## Summary\n- Add `allowlist_mcp_tools` for static caller-provided MCP servers.\n- Preserve the released `auto_mode` API through the established\ndeprecated-argument shim while exposing the complete typed Claude Code\npermission-mode set.\n- Correct the MCP wildcard syntax to `mcp__<name>__*` and cover t\n[…]\ne): add `permission_mode` option (deprecates `auto_mode`)\n\nfix(claude_code): correct \"all\" tools MCP allowlist wildcard to\n`mcp__<name>__*`\n\nCo-authored-by: Peter McIntyre <peter.mcintyre01@gmail.com>",
          "is_bot": false,
          "headline": "feat(claude_code): control static MCP allowlisting (#91)",
          "author_name": "Sami Jawhar",
          "author_login": "sjawhar",
          "committed_at": "2026-07-28T15:44:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "596be229bb3efb47adaab0edbb2997b7ae3c7d68",
          "body": "…latest (#95)\n\nHi, I am Claude acting on Sami Jawhar (sjawhar)'s behalf.\n\nThis refreshes the bundled Codex fallback catalog from `openai/codex`\n`rust-v0.145.0` (July 2026), including the current `gpt-5.6-sol` latest\nentry and its live priorities. It keeps the fallback aligned when the\nversion-matche\n[…]\ned model can therefore hard-fail CI until the\nsnapshot is refreshed. I can send a separate follow-up if maintainers\nwould like that gate implemented; this PR intentionally only refreshes\nthe snapshot.",
          "is_bot": false,
          "headline": "fix(codex_cli): refresh bundled model catalog snapshot to track live …",
          "author_name": "Sami Jawhar",
          "author_login": "sjawhar",
          "committed_at": "2026-07-27T09:27:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "939d5162618271e36f4db0eb47e6d09fbf1d38cd",
          "body": "Adds workflow stubs from\n[meridianlabs-ai/agents](https://github.com/meridianlabs-ai/agents):\nclaude.yml,claude-review.yml.\n\nOnce merged:\n- **Dev agent** — mention `@claude` in an issue or PR comment, or add\nthe `claude` label to an issue.\n- **Reviewer** — auto-reviews PRs on open; or comment `@review` on a PR.",
          "is_bot": false,
          "headline": "chore: enable Meridian agents (#93)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-23T00:39:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fca27f4481a02e39122efd0fd98b306274251bb",
          "body": "…s, and Centaur support (#73)\n\n## Summary\n\nAdds a `kimi_code()` agent for Moonshot AI's [Kimi\nCode](https://github.com/MoonshotAI/kimi-code) CLI, running headless in\na sandbox with Inspect model bridging — the same shape as the existing\n`opencode()` / `claude_code()` agents. Closes #72.\n\nKimi's mode\n[…]\n builds keyed by arch only (no musl variants),\nso musl sandbox platforms are collapsed onto the plain `linux-x64` /\n`linux-arm64` keys.\n\n---------\n\nCo-authored-by: Craig Walton <craig@meridianlabs.ai>",
          "is_bot": false,
          "headline": "feat(kimi): add `kimi_code()` agent with Inspect bridging, MCP, skill…",
          "author_name": "jannes-apollo",
          "author_login": "jannes-apollo",
          "committed_at": "2026-07-22T11:47:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cef56453bdd3cea0d659e5963d277cc1ded59cfc",
          "body": "…#86)\n\nUpdates the Commit messages and releases section to match the live\nRelease Please config: perf/revert appear in the release notes while\ndocs/refactor/chore stay hidden, feat and fix both bump the patch\nversion pre-1.0, and publish waits on deployment approval after the\nrelease PR merges. Mirrors the review fix from flow#754.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: correct release-notes visibility and publish-approval wording (…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-15T13:59:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6d1bd78345c732d06c4ddabba54dbbd7e280e441",
          "body": "Coding agents read AGENTS.md/CLAUDE.md automatically but not\nCONTRIBUTING.md, so this inlines the release-driving PR-title rules\nwhere they'll actually be seen, with CLAUDE.md as a relative symlink to\nAGENTS.md per the org pattern. Mirrors inspect_scout#533.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add minimal AGENTS.md with PR-title and release guidance (#87)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-15T13:55:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "614db6c77447f9a47e80de6da14a935bf96dadbd",
          "body": "…he top (#84)\n\nPermanent fix for the changelog mis-ordering quirk (new release sections\nlanding *below* the previous one).\n\nRoot cause, verified in release-please's source: the changelog updater\ninserts the new section before the first version header **preceded by a\nnewline** (`\\n###? v?[0-9[]`). A \n[…]\nis open, this merge regenerates it — with the\nnew section correctly at the top.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add Changelog title so release-please inserts new sections at t…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-15T02:10:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "709340fb498e1f0d587fdc587f075e72860e9631",
          "body": ":robot: I have created a release *beep* *boop*\n---\n\n\n##\n[0.2.66](https://github.com/meridianlabs-ai/inspect_swe/compare/0.2.65...0.2.66)\n(2026-07-14)\n\n\n### Bug Fixes\n\n* update ACP client for agent-client-protocol 0.11.0 compatibility\n([#76](https://github.com/meridianlabs-ai/inspect_swe/issues/76))\n\n[…]\n-by: meridian-release-bot[bot] <301467749+meridian-release-bot[bot]@users.noreply.github.com>\nCo-authored-by: Charles Teague <cteague@gmail.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "chore(main): release 0.2.66 (#83)",
          "author_name": "meridian-release-bot[bot]",
          "author_login": "meridian-release-bot[bot]",
          "committed_at": "2026-07-14T19:37:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "22328dc0082e0ed49f751d0f905ee249f640db70",
          "body": "… (#76) (#82)\n\nCatch-up release credit for **#76** (ACP 0.11.0 compatibility — revised\n`Client` interface signatures, new elicitation methods, requires\n`agent-client-protocol>=0.11.0`), which merged after the `0.2.65` tag\nbut with a non-conventional squash title, so Release Please can't\nsurface it.\n\n[…]\n16).\n\nCode change is docs-only; the actual fix already lives on `main` via\n#76.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: update ACP client for agent-client-protocol 0.11.0 compatibility…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-14T19:21:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "780e846c4498ab12829472087758b0e235225807",
          "body": "CI ran `mypy src` but the Makefile ran `mypy src tests`, so test-only\ntype errors could merge unnoticed.\n\n- Move the target list into `[tool.mypy]` (`files = [\"src\", \"tests\"]`)\nas the single source of truth\n- CI and Makefile now just run `mypy` (no hardcoded paths)\n- Fix the pre-existing annotation \n[…]\nng them across CI and local.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\nCo-authored-by: Charles Teague <cteague@gmail.com>",
          "is_bot": false,
          "headline": "chore: make mypy consistent between CI and local (#77)",
          "author_name": "Craig Walton",
          "author_login": "craig-meridian",
          "committed_at": "2026-07-14T19:02:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3f15255ce7f09be7b35456312438ecda965dc551",
          "body": "…x) (#81)\n\nThe reusable workflow now derives `target-branch` from the dispatched\nbranch (`github.ref_name`), so this caller input is redundant and its\n`default: main` would override the new behavior. Removing it makes the\n\"Use workflow from\" branch selector the sole control (mirrors\nmeridianlabs-ai/actions#66). Normal push-to-main releases are unchanged.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: drop redundant target-branch dispatch input (single-control hotfi…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-14T18:52:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ac67cc39835774ad1be1d2ff5403471606b56f8c",
          "body": "…chore/refactor) (#80)\n\nRegenerates the committed release-please config from the fixed\ngenerator.\n\n- Removes the invalid \\`release-notes-config\\` key (unsupported; was a\nno-op / config error).\n- Hides \\`docs\\`, \\`chore\\`, and \\`refactor\\` changelog sections so\nrelease notes surface \\`feat\\`/\\`fix\\`/\n[…]\nat (bare /\ninclude-v-in-tag=false), or versioning (patch-pre-major bump flags).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: regenerate release-please config (drop invalid key, hide docs/…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-14T18:52:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2d502e6d055037317c54c44e820f77474e64d8a1",
          "body": "Adds a `CONTRIBUTING.md` covering development setup, checks and tests,\nthe org-standard Conventional Commits / Release Please guidance, and how\nto report issues. Commands are derived from the `Makefile`, `README.md`,\nand CI.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add contributing guide (#78)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-13T21:06:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "44dbf1148571094e7a8e71ffaebed4b73b790f11",
          "body": "Migrates `inspect_swe` from manual dispatch to Release Please (shared\nautomation), same pattern as `inspect_viz`.\n\n- **release.yaml** (new): release-please via\n`release-please-python.yml@v1` (App token); `approval-ping: false`.\n- **publish.yml**: `+on: release` (keep manual break-glass); publish\ngat\n[…]\neset + code-owner\nreview, squash-only + squash message.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: migrate release to Release Please (App auth) (#75)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-13T21:05:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3db8dca1ba37dd0de684187d5c2e18d9560ec1b2",
          "body": "## Summary\nUpdates the ACP client implementation to be compatible with\n`agent-client-protocol` 0.11.0, which includes revised `Client`\ninterface signatures and new elicitation functionality.\n\n## Key Changes\n- **Updated method signatures** to match the revised `Client` interface:\n- `request_permissio\n[…]\n`_unsupported_capability_request()` errors to indicate they are not\nimplemented by this client.\n\nhttps://claude.ai/code/session_014cUZQ5vFCUnXjGDfgFtPtk\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update ACP client for agent-client-protocol 0.11.0 compatibility (#76)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-13T20:20:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e0b83497f3c7f8126652e06c50069b5d756c5f6f",
          "body": null,
          "is_bot": false,
          "headline": "update changelog for release",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-07-05T15:44:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3fc3a848ad9eb76aca8b0d1fdd41f6e5faa51859",
          "body": null,
          "is_bot": false,
          "headline": "update insepct dependency",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-07-05T15:43:50Z",
          "body_truncated": false,
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        },
        {
          "oid": "9fae8ac2c755bd394415eb08a792ea329560f3ed",
          "body": null,
          "is_bot": false,
          "headline": "update changelog for release",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-07-05T15:39:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "319f34b56f2d7fa61185d2a0b8e94756e62d89ee",
          "body": "Handle claude_code refusals gracefully",
          "is_bot": false,
          "headline": "Merge pull request #71 from meridianlabs-ai/brandly/claude-refusals",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-06-30T00:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c52458035d7fdee808e8ef6436ad483d908ab1f",
          "body": "Addresses review feedback: rather than re-parsing raw JSONL in the runner\nloop to recover the terminal stop reason, track it on LiveConsumer, which\nalready receives every ModelEvent from the bridge as a structured object.\n\n- LiveConsumer.on_complete records event.output.stop_reason (guarded for\n  em\n[…]\npletes (status=success, 0 sample errors) and the refusing sample is\nscored incorrect, matching the react and direct-model solvers.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "claude_code: source refusal stop reason from LiveConsumer",
          "author_name": "Matt Brandly",
          "author_login": "brandly",
          "committed_at": "2026-06-30T00:33:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c4156881204e0212a9f91abedbc5b3d018059c10",
          "body": "Claude Code exits with code 1 (and empty stderr) after an Anthropic\nrefusal response, even though the refusal has already been recorded in\nbridge.state and can be scored. Previously this propagated as a\nRuntimeError that interrupted the entire eval, diverging from native\nInspect solvers which score \n[…]\npletes (status=success, 0 sample errors) and the refusing sample\nis scored incorrect, matching the react and direct-model solvers.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "claude_code: treat Anthropic refusal exits as scoreable, not fatal",
          "author_name": "Matt Brandly",
          "author_login": "brandly",
          "committed_at": "2026-06-29T19:58:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "858507e4358b765a407a459c04e0a74149f80111",
          "body": null,
          "is_bot": false,
          "headline": "Handle claude_code refusals gracefully",
          "author_name": "Matt Brandly",
          "author_login": "brandly",
          "committed_at": "2026-06-29T19:49:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f86c55101cf51704e2d860dd6fb0ff5df7418d08",
          "body": "Fix Gemini CLI ACP bridge tools",
          "is_bot": false,
          "headline": "Merge pull request #70 from rguan72/richard/fix-gemini-acp-bridged-tools",
          "author_name": "Kai Fronsdal",
          "author_login": "kaifronsdal",
          "committed_at": "2026-06-25T14:16:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ee151118967d46426f640220a4f480244b80682",
          "body": null,
          "is_bot": false,
          "headline": "Fix Gemini CLI ACP bridge tools",
          "author_name": "Richard Guan",
          "author_login": "rguan72",
          "committed_at": "2026-06-24T23:46:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "364504adff18a5812ada630f1d140655f9e3582d",
          "body": "…bridge\n\nCheckpointer support for Codex CLI & Claude Code; run agents in home dir when sandbox default workdir is /",
          "is_bot": false,
          "headline": "Merge pull request #68 from meridianlabs-ai/feature/checkpoint-agent-…",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-18T14:44:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4439db511533c29350eebb4f2dc8801e33cf23c9",
          "body": null,
          "is_bot": false,
          "headline": "Pin inspect_ai to github main for checkpointer bridge support",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-18T13:55:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02ab118d72cab34c5899d05492fd575893338ff7",
          "body": null,
          "is_bot": false,
          "headline": "Add CHANGELOG entry for checkpoint support",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-18T13:48:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0879c286843fcf15da4fea5c269fbadf2375a97",
          "body": "LiveConsumer/CodexConsumer froze outer_span_id at construction (before\ncheckpointer() entry), pinning main-agent model events and sub-agent\nspan parents to the pre-checkpoint agent span. Resolve via\ncurrent_span_id() at emission instead so attribution tracks the\nrotating checkpoint span (inspect_ai SpanRotationScope; see\ndesign/plans/checkpoint-span-cell.md there).",
          "is_bot": false,
          "headline": "Resolve consumer outer span lazily at emission time",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-11T18:06:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e56efcf5dd1690a6788373010cc63c32b8a6284f",
          "body": null,
          "is_bot": false,
          "headline": "Add Claude Code checkpoint support",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-11T12:40:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc34bcc9362bc62d1c32c32c6374887bdf0f0f0c",
          "body": null,
          "is_bot": false,
          "headline": "All agents: fall back to home dir when sandbox default working dir is /",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-10T19:28:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1a5b07e76573659507f8818b799e086aceedff5",
          "body": "…ent-bridge",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main' into feature/checkpoint-ag…",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-10T17:42:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49a7c3004a872b87f9c22fc53036b397b660716f",
          "body": null,
          "is_bot": false,
          "headline": "update changelog for release",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-06-10T17:35:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83a9bd06b02d7ccd58ce448bed4023977055314c",
          "body": "… (#67)",
          "is_bot": false,
          "headline": "Codex CLI: use releases/latest endpoint to avoid 504s on full listing…",
          "author_name": "Eric Patey",
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          "headline": "use hatchling < 1.30",
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          "headline": "update inspect dependency",
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          "headline": "codex cli agents: code review feedback",
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          "headline": "Codex CLI: Detect and apply agent spans automatically from Codex even…",
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          "body": "…` tools (both default to enabled).",
          "is_bot": false,
          "headline": "Codex CLI: Add options for enabling/disabling `web_search` and `goals…",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
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          "oid": "648aaf9670c44ac6c3bc37c4b6b3519adfdf23bd",
          "body": "* support new claude code jsonl format\n\n* reformat",
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          "headline": "support new claude code jsonl format (#60)",
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          "oid": "be5910dcda8b347726d3729d10c20db3d74d0b90",
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          "headline": "Claude Code: Improved live event capture (no longer requires injectio…",
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          "headline": "Update changelog for unreleased changes",
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          "headline": "update inspect-docs",
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          "headline": "migrate to inspect-docs",
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          "headline": "Merge branch 'alex-treebeard-feat/auto-mode-flag'",
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          "committed_at": "2026-05-22T17:56:33Z",
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          "headline": "parameter order + docs for auto_mode",
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          "oid": "d3f72cefe36968f1317448e25fd757f618c9530e",
          "body": "Adds --permission-mode auto as an alternative to --dangerously-skip-permissions,\nenabling the auto-mode monitor (two-stage classifier) for eval red-teaming.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add auto_mode flag to claude_code() agent",
          "author_name": "Alex Remedios",
          "author_login": "alex-remedios",
          "committed_at": "2026-05-22T11:00:47Z",
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          "headline": "Update CHANGELOG.md",
          "author_name": "jjallaire",
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          "committed_at": "2026-05-19T22:13:16Z",
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          "headline": "Fix deprecated claude-agent-acp package name (#56)",
          "author_name": "kelvin",
          "author_login": "kakugawa",
          "committed_at": "2026-05-19T22:12:08Z",
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        {
          "oid": "da0f4fc488a7b53c264190f14ebb942957041082",
          "body": "* Fix opencode native skills (#53)\n\n* Fix OpenCode native skill loading\n\nOpenCode discovers global skills under HOME/.config/opencode/skills and uses its native skill tool to load them. The wrapper installed skills project-locally before setting HOME/OPENCODE_CONFIG, which made discovery depend on c\n[…]\n\n* Revert \"refactor: inline ripgrep into agentbinary\"\n\nThis reverts commit 8dd2b6c121d3b4c528c3ec443e24da08ef129dbd.\n\n* changelog and lint\n\n---------\n\nCo-authored-by: Toni Kukurin <tkukurin@gmail.com>",
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          "body": "The non-ACP claude_code agent and the ACP codex_cli/gemini_cli agents\nall bump a per-sample store() counter and pass port= to\nsandbox_agent_bridge so that re-entering the agent in the same\nsandbox doesn't collide with a stale model_proxy still bound on the\ndefault 13131. The ACP claude_code agent wa\n[…]\n that runs the agent more than once per sample (e.g. petri-dish\non rollback/restart) hits EADDRINUSE if the previous proxy hasn't\nfully exited.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
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          "body": "* Disable codex_cli and gemini_cli telemetry by default\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n* Update CHANGELOG.md\n\n* ruff format\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: jjallaire <jj.allaire@gmail.com>",
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          "headline": "Disable codex_cli and gemini_cli telemetry by default (#50)",
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                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "inspect_swe"
              ],
              "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": "67 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 67
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
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              {
                "key": "pre_commit_hooks",
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              {
                "key": "openssf_scorecard_ci_tests",
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                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
              {
                "key": "readme",
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                "detail": null,
                "points": 30,
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                "details": [],
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
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              },
              {
                "key": "documentation_homepage_site",
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
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              },
              {
                "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": 42,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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                "code": "weights_renormalized",
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              "scorecard_aggregate": 4.2
            },
            "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",
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
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                "status": "met",
                "details": [],
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              },
              {
                "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
              },
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                "key": "code_review",
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              },
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                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
                "details": [],
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              },
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                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "status": "missed",
                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "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
              },
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                "key": "maintained",
                "name": "Maintained",
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                "status": "met",
                "details": [],
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              },
              {
                "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",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "130 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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",
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              }
            ],
            "value": 100,
            "inputs": {
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              "red_flag": false,
              "exposures": [],
              "policy_countries": [
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                "Iran",
                "North Korea"
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              },
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              "below_threshold_exposures": [],
              "assessed_self_published_locations": 15
            },
            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
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                ],
                "max_points": 100
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
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        "weight": 0.04,
        "metrics": [
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            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
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              "legible_history_share": 0.367,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 775
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                      "files": "AGENTS.md, CLAUDE.md"
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                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "36 of 98 human commits state their intent (structured subject or explanatory body)",
                "points": 19.6,
                "status": "partial",
                "details": [
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                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
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              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": false,
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              {
                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
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              },
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                "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/inspect_swe/py.typed",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
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              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "20 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
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                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
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                    "code": "no_dependency_automation",
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                ],
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              },
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                "key": "openssf_scorecard_pinned_dependencies",
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                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
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            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
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            "note": null,
            "notes": [],
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              "oversized_source_files": 0
            },
            "components": [
              {
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                ],
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              },
              {
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          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
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            },
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              },
              {
                "key": "mcp_server",
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              },
              {
                "key": "runnable_examples",
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                "status": "met",
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                    "params": {
                      "files": "examples"
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                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6,
        "mcp-server": 3
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:inspect_swe@0.2.67; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T15:25:34.774988Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/meridianlabs-ai/inspect_swe.svg",
  "full_name": "meridianlabs-ai/inspect_swe",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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

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