Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-18 13:38 UTC
instructor-ai / instructor
structured outputs for llms
instructor-ai/instructor має індекс здоров’я 77 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (93/100), найнижчий — Security (51/100). Останнє оновлення було 5 днів тому. Більшість нещодавньої роботи виконує один учасник.
77
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
77
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Власність
567-labsОрганізація
130 підписників4 публічні репозиторіїз груд. 2023 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | instructor | 1.15.4 | - | 96 | 20 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
93
Активність розробки
89Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 5 дн. тому |
| 24.9/36 | Ритм комітів — 36/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 237 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 14 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 237 |
| human_commit_share | — |
| days_since_last_push | 5 |
| active_weeks_last_year | 36 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 20 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~19 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | v1.15.4 |
| releases_from_tags | ні |
| days_since_latest_release | 20 |
| mean_days_between_releases | 19 |
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?
83
Популярність і впровадження
94Відмінний
Як обчислюється оцінка
| 60/60 | Зірки — 13 554 зірок |
| 25/25 | Форки — 1 157 форків |
| 9.5/15 | Спостерігачі — 53 спостерігачів |
Використані вхідні дані
| forks | 1 157 |
| stars | 13 554 |
| watchers | 53 |
| 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 |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
64
Стійкість мейнтейнерів (бас-фактор)
40У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 7.4/22.5 | Розподіл комітів — головний контриб’ютор — автор 67% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 100 |
| top_contributor_share | 0,67 |
Реактивність на issue та PR
70Добрий
Як обчислюється оцінка
| 45.3/46.8 | Вирішення issue — закрито 97% issue |
| 20.7/38.3 | Прийняття PR — злито 841/1 554 вирішених PR |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 10/28 approved changesets -- score normalized to 3 |
Використані вхідні дані
| merged_prs | 841 |
| open_issues | 21 |
| closed_issues | 651 |
| issue_closed_ratio | 0,969 |
| closed_unmerged_prs | 713 |
Власність та опіка
56Помірний
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 15.2/25 | Охоплення власника — 130 підписників у 567-labs |
| 10.3/25 | Послужний список — 4 публічних репозиторіїв, вік облікового запису ~2 р. |
Використані вхідні дані
| followers | 130 |
| owner_type | Organization |
| is_verified | — |
| owner_login | 567-labs |
| public_repos | 4 |
| account_age_days | 959 |
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 20 дн. тому |
| 20/20 | Історія версій — 96 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | instructor |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 20 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
92
Інженерні практики
86Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 10 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — .ruff.toml |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 12/20 | OpenSSF Scorecard: CI-Tests — 17 out of 25 merged PRs checked by a CI test -- score normalized to 6 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://python.useinstructor.com/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 6 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | openai, python, pydantic-v2, openai-functions, validation, openai-function-calli |
| has_wiki | так |
| homepage | https://python.useinstructor.com/ |
| 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?
51
Стан безпеки
51Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 1.5/2.5 | CI-Tests — 17 out of 25 merged PRs checked by a CI test -- score normalized to 6 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 10/28 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 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 |
| 7.5/7.5 | Maintained — 14 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 2.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5 |
| 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 — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 124 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5,1 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging, signed_releases. Залишкові ваги перенормовано.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
77
Контекст і настанови для агентів
100Відмінний
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — .cursor/rules/documentation-sync.mdc, .cursor/rules/followups.mdc, .cursor/rules/new-features-planning.mdc, .cursor/rules/readme.md, .cursor/rules/simple-language.mdc, AGENT.md, CLAUDE.md, docs/AGENT.md |
| 15/15 | Машиночитана документація (llms.txt) — llms.txt наявний |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | так |
| legible_history_share | — |
| agent_instruction_files | .cursor/rules/documentation-sync.mdc, .cursor/rules/followups.mdc, .cursor/rules/new-features-planning.mdc, .cursor/rules/readme.md, .cursor/rules/simple-language.mdc, AGENT.md, CLAUDE.md, docs/AGENT.md |
| agent_instruction_max_bytes | 13 329 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — .ruff.toml |
| 11/11 | Статична перевірка типів — instructor/py.typed |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 5/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5 |
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 | так |
| typecheck_configs | instructor/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.
Читабельність коду для моделей
82Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (instructor/py.typed) |
| 55/55 | Керовані розміри файлів — 0/542 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 48 861 |
| source_files_sampled | 542 |
| oversized_source_files | 0 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples, notebooks |
Використані вхідні дані
| example_dirs | examples, notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
13 554зірок GitHub
100контриб'юторів
237комітів за останні 12 місяців
5днів від останнього пушу
100релізів
1бас-фактор
21відкритих issue
PyPIпакетних екосистем
Докладніше
OpenSSF Scorecard 5.1 / 10
5.1сукупно
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 |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 6 | CI-Tests | 17 out of 25 merged PRs checked by a CI test -- score normalized to 6 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 10/28 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 5 contributing companies or organizations |
| 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 |
| 10 | Maintained | 14 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 5 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 5 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 124 existing vulnerabilities detected |
Прямі залежності 12
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | openai | >=2.0.0,<3.0.0 | pyproject.toml |
| PyPI | pydantic | <3.0.0,>=2.8.0 | pyproject.toml |
| PyPI | eval-type-backport | >=0.2.2 | pyproject.toml |
| PyPI | docstring-parser | <1.0,>=0.16 | pyproject.toml |
| PyPI | typer | <1.0.0,>=0.9.0 | pyproject.toml |
| PyPI | rich | <15.0.0,>=13.7.0 | pyproject.toml |
| PyPI | aiohttp | <4.0.0,>=3.9.1 | pyproject.toml |
| PyPI | tenacity | <10.0.0,>=8.2.3 | pyproject.toml |
| PyPI | pydantic-core | <3.0.0,>=2.18.0 | pyproject.toml |
| PyPI | jiter | >=0.6.1,<0.15 | pyproject.toml |
| PyPI | jinja2 | <4.0.0,>=3.1.4 | pyproject.toml |
| PyPI | requests | <3.0.0,>=2.32.3 | pyproject.toml |
Усі залежності 301
Повний розв'язаний набір залежностей із графа залежностей GitHub: 27 прямих і 274 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | aiohttp | — | пряма |
| PyPI | aiohttp | 3.12.15 | пряма |
| PyPI | aiohttp | 3.13.5 | пряма |
| PyPI | docstring-parser | — | пряма |
| PyPI | docstring-parser | 0.17.0 | пряма |
| PyPI | eval-type-backport | 0.2.2 | пряма |
| PyPI | jinja2 | 3.1.6 | пряма |
| PyPI | jiter | 0.10.0 | пряма |
| PyPI | jiter | 0.14.0 | пряма |
| PyPI | openai | — | пряма |
| PyPI | openai | 1.24.1 | пряма |
| PyPI | openai | 2.31.0 | пряма |
| PyPI | openai | 2.6.0 | пряма |
| PyPI | pydantic | — | пряма |
| PyPI | pydantic | 2.11.7 | пряма |
| PyPI | pydantic | 2.12.5 | пряма |
| PyPI | pydantic | 2.7.1 | пряма |
| PyPI | pydantic-core | 2.33.2 | пряма |
| PyPI | pydantic-core | 2.41.5 | пряма |
| PyPI | requests | 2.32.5 | пряма |
| PyPI | rich | — | пряма |
| PyPI | rich | 14.1.0 | пряма |
| PyPI | rich | 14.3.3 | пряма |
| PyPI | tenacity | 9.1.2 | пряма |
| PyPI | typer | — | пряма |
| PyPI | typer | 0.16.1 | пряма |
| PyPI | typer | 0.23.2 | пряма |
| PyPI | aiohappyeyeballs | 2.6.1 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | annotated-doc | 0.0.4 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anthropic | 0.93.0 | непряма |
| PyPI | anyio | 4.10.0 | непряма |
| PyPI | anyio | 4.12.1 | непряма |
| PyPI | appnope | 0.1.4 | непряма |
| PyPI | asttokens | 3.0.0 | непряма |
| PyPI | async-timeout | 5.0.1 | непряма |
| PyPI | attrs | 25.3.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | babel | 2.17.0 | непряма |
| PyPI | backrefs | 5.9 | непряма |
| PyPI | beautifulsoup4 | 4.13.5 | непряма |
| PyPI | black | 25.1.0 | непряма |
| PyPI | bleach | 6.2.0 | непряма |
| PyPI | boto3 | 1.40.19 | непряма |
| PyPI | botocore | 1.40.19 | непряма |
| PyPI | cachecontrol | 0.14.3 | непряма |
| PyPI | cachetools | 5.5.2 | непряма |
| PyPI | cairocffi | 1.7.1 | непряма |
| PyPI | cairosvg | — | непряма |
| PyPI | cairosvg | 2.8.2 | непряма |
| PyPI | cerebras-cloud-sdk | 1.46.0 | непряма |
| PyPI | certifi | 2025.8.3 | непряма |
| PyPI | certifi | 2026.2.25 | непряма |
| PyPI | cffi | 1.17.1 | непряма |
| PyPI | cfgv | 3.4.0 | непряма |
| PyPI | charset-normalizer | 3.4.3 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | click | 8.1.8 | непряма |
| PyPI | click | 8.2.1 | непряма |
| PyPI | click | 8.3.1 | непряма |
| PyPI | cohere | — | непряма |
| PyPI | cohere | 5.17.0 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | comm | 0.2.3 | непряма |
| PyPI | courlan | 1.3.2 | непряма |
| PyPI | coverage | 7.10.5 | непряма |
| PyPI | csscompressor | 0.9.5 | непряма |
| PyPI | cssselect2 | 0.8.0 | непряма |
| PyPI | datasets | — | непряма |
| PyPI | datasets | 3.6.0 | непряма |
| PyPI | dateparser | 1.2.2 | непряма |
| PyPI | debugpy | 1.8.16 | непряма |
| PyPI | decorator | 5.2.1 | непряма |
| PyPI | defusedxml | 0.7.1 | непряма |
| PyPI | dill | 0.3.8 | непряма |
| PyPI | diskcache | 5.6.3 | непряма |
| PyPI | distlib | 0.4.0 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | exceptiongroup | 1.3.0 | непряма |
| PyPI | execnet | 2.1.1 | непряма |
| PyPI | executing | 2.2.0 | непряма |
| PyPI | fastapi | — | непряма |
| PyPI | fastapi | 0.110.3 | непряма |
| PyPI | fastapi | 0.115.14 | непряма |
| PyPI | fastavro | 1.12.0 | непряма |
| PyPI | fastjsonschema | 2.21.2 | непряма |
| PyPI | filelock | 3.19.1 | непряма |
| PyPI | fireworks-ai | 0.15.15 | непряма |
| PyPI | frozenlist | 1.7.0 | непряма |
| PyPI | frozenlist | 1.8.0 | непряма |
| PyPI | fsspec | 2025.3.0 | непряма |
| PyPI | ghp-import | 2.1.0 | непряма |
| PyPI | gitdb | 4.0.12 | непряма |
| PyPI | gitpython | 3.1.45 | непряма |
| PyPI | google-api-core | 2.25.1 | непряма |
| PyPI | google-auth | 2.40.3 | непряма |
| PyPI | google-cloud-aiplatform | 1.111.0 | непряма |
| PyPI | google-cloud-bigquery | 3.36.0 | непряма |
| PyPI | google-cloud-core | 2.4.3 | непряма |
| PyPI | google-cloud-resource-manager | 1.14.2 | непряма |
| PyPI | google-cloud-storage | 2.19.0 | непряма |
| PyPI | google-crc32c | 1.7.1 | непряма |
| PyPI | google-genai | 1.31.0 | непряма |
| PyPI | google-resumable-media | 2.7.2 | непряма |
| PyPI | googleapis-common-protos | 1.70.0 | непряма |
| PyPI | graphviz | 0.21 | непряма |
| PyPI | greenlet | 3.2.4 | непряма |
| PyPI | griffe | 1.13.0 | непряма |
| PyPI | groq | 0.26.0 | непряма |
| PyPI | grpc-google-iam-v1 | 0.14.2 | непряма |
| PyPI | grpcio | 1.74.0 | непряма |
| PyPI | grpcio-status | 1.74.0 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | hf-xet | 1.1.8 | непряма |
| PyPI | htmldate | 1.9.3 | непряма |
| PyPI | htmlmin2 | 0.1.13 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | httpx-sse | 0.4.0 | непряма |
| PyPI | httpx-ws | 0.7.2 | непряма |
| PyPI | huggingface-hub | 0.34.4 | непряма |
| PyPI | identify | 2.6.13 | непряма |
| PyPI | idna | 3.10 | непряма |
| PyPI | idna | 3.11 | непряма |
| PyPI | importlib-metadata | 8.7.0 | непряма |
| PyPI | iniconfig | 2.1.0 | непряма |
| PyPI | instructor | — | непряма |
| PyPI | instructor | 1.0.3 | непряма |
| PyPI | instructor | 1.15.5 | непряма |
| PyPI | invoke | 2.2.0 | непряма |
| PyPI | ipykernel | 6.30.1 | непряма |
| PyPI | ipython | 8.18.1 | непряма |
| PyPI | ipython | 8.37.0 | непряма |
| PyPI | ipython | 9.4.0 | непряма |
| PyPI | ipython-pygments-lexers | 1.1.1 | непряма |
| PyPI | jedi | 0.19.2 | непряма |
| PyPI | jmespath | 1.0.1 | непряма |
| PyPI | jsmin | 3.0.1 | непряма |
| PyPI | jsonref | 1.1.0 | непряма |
| PyPI | jsonschema | 4.25.1 | непряма |
| PyPI | jsonschema-specifications | 2025.4.1 | непряма |
| PyPI | jupyter-client | 8.6.3 | непряма |
| PyPI | jupyter-core | 5.8.1 | непряма |
| PyPI | jupyterlab-pygments | 0.3.0 | непряма |
| PyPI | jupytext | 1.17.2 | непряма |
| PyPI | justext | 3.0.2 | непряма |
| PyPI | litellm | 1.76.0 | непряма |
| PyPI | logfire | — | непряма |
| PyPI | logfire | 0.28.0 | непряма |
| PyPI | lxml | 5.4.0 | непряма |
| PyPI | lxml-html-clean | 0.4.2 | непряма |
| PyPI | markdown | 3.8.2 | непряма |
| PyPI | markdown-it-py | 3.0.0 | непряма |
| PyPI | markdownify | 1.2.2 | непряма |
| PyPI | markupsafe | 3.0.2 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | matplotlib-inline | 0.1.7 | непряма |
| PyPI | mdformat | 0.7.22 | непряма |
| PyPI | mdformat-tables | 1.0.0 | непряма |
| PyPI | mdit-py-plugins | 0.4.2 | непряма |
| PyPI | mdit-py-plugins | 0.5.0 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mergedeep | 1.3.4 | непряма |
| PyPI | mistralai | 1.9.9 | непряма |
| PyPI | mistune | 3.1.3 | непряма |
| PyPI | mkdocs | — | непряма |
| PyPI | mkdocs | 1.6.1 | непряма |
| PyPI | mkdocs-autorefs | 1.4.3 | непряма |
| PyPI | mkdocs-get-deps | 0.2.0 | непряма |
| PyPI | mkdocs-jupyter | — | непряма |
| PyPI | mkdocs-jupyter | 0.25.1 | непряма |
| PyPI | mkdocs-llmstxt | — | непряма |
| PyPI | mkdocs-llmstxt | 0.5.0 | непряма |
| PyPI | mkdocs-material | 9.6.18 | непряма |
| PyPI | mkdocs-material-extensions | 1.3.1 | непряма |
| PyPI | mkdocs-minify-plugin | — | непряма |
| PyPI | mkdocs-minify-plugin | 0.8.0 | непряма |
| PyPI | mkdocs-redirects | — | непряма |
| PyPI | mkdocs-redirects | 1.2.2 | непряма |
| PyPI | mkdocs-rss-plugin | 1.17.3 | непряма |
| PyPI | mkdocstrings | — | непряма |
| PyPI | mkdocstrings | 0.29.1 | непряма |
| PyPI | mkdocstrings-python | — | непряма |
| PyPI | mkdocstrings-python | 1.16.12 | непряма |
| PyPI | msgpack | 1.1.1 | непряма |
| PyPI | multidict | 6.6.4 | непряма |
| PyPI | multidict | 6.7.1 | непряма |
| PyPI | multiprocess | 0.70.16 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | nbclient | 0.10.2 | непряма |
| PyPI | nbconvert | 7.16.6 | непряма |
| PyPI | nbformat | 5.10.4 | непряма |
| PyPI | nest-asyncio | 1.6.0 | непряма |
| PyPI | nltk | — | непряма |
| PyPI | nodeenv | 1.9.1 | непряма |
| PyPI | numpy | 2.0.2 | непряма |
| PyPI | numpy | 2.2.6 | непряма |
| PyPI | numpy | 2.3.2 | непряма |
| PyPI | opentelemetry-api | 1.36.0 | непряма |
| PyPI | opentelemetry-sdk | 1.36.0 | непряма |
| PyPI | opentelemetry-semantic-conventions | 0.57b0 | непряма |
| PyPI | packaging | 25.0 | непряма |
| PyPI | paginate | 0.5.7 | непряма |
| PyPI | pandas | 2.3.2 | непряма |
| PyPI | pandocfilters | 1.5.1 | непряма |
| PyPI | parso | 0.8.5 | непряма |
| PyPI | pathspec | 0.12.1 | непряма |
| PyPI | pexpect | 4.9.0 | непряма |
| PyPI | phonenumbers | 9.0.12 | непряма |
| PyPI | pillow | — | непряма |
| PyPI | pillow | 10.4.0 | непряма |
| PyPI | platformdirs | 4.4.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pre-commit | 4.3.0 | непряма |
| PyPI | prompt-toolkit | 3.0.52 | непряма |
| PyPI | propcache | 0.3.2 | непряма |
| PyPI | propcache | 0.4.1 | непряма |
| PyPI | proto-plus | 1.26.1 | непряма |
| PyPI | protobuf | 6.32.0 | непряма |
| PyPI | psutil | 7.0.0 | непряма |
| PyPI | ptyprocess | 0.7.0 | непряма |
| PyPI | pure-eval | 0.2.3 | непряма |
| PyPI | pyarrow | 21.0.0 | непряма |
| PyPI | pyasn1 | 0.6.1 | непряма |
| PyPI | pyasn1-modules | 0.4.2 | непряма |
| PyPI | pycparser | 2.22 | непряма |
| PyPI | pydantic-extra-types | 2.10.5 | непряма |
| PyPI | pydub | 0.25.1 | непряма |
| PyPI | pygments | 2.19.2 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pymdown-extensions | 10.16.1 | непряма |
| PyPI | pytest | 8.4.1 | непряма |
| PyPI | pytest-asyncio | 0.26.0 | непряма |
| PyPI | pytest-examples | 0.0.18 | непряма |
| PyPI | pytest-xdist | 3.8.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-dotenv | 1.1.1 | непряма |
| PyPI | pytz | 2025.2 | непряма |
| PyPI | pywin32 | 311 | непряма |
| PyPI | pyyaml | 6.0.2 | непряма |
| PyPI | pyyaml-env-tag | 1.1 | непряма |
| PyPI | pyzmq | 27.0.2 | непряма |
| PyPI | redis | 6.4.0 | непряма |
| PyPI | referencing | 0.36.2 | непряма |
| PyPI | regex | — | непряма |
| PyPI | regex | 2025.7.34 | непряма |
| PyPI | rpds-py | 0.27.1 | непряма |
| PyPI | rsa | 4.9.1 | непряма |
| PyPI | ruff | 0.11.13 | непряма |
| PyPI | ruff | 0.15.10 | непряма |
| PyPI | s3transfer | 0.13.1 | непряма |
| PyPI | shapely | 2.0.7 | непряма |
| PyPI | shapely | 2.1.1 | непряма |
| PyPI | shellingham | 1.5.4 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | smmap | 5.0.2 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | soupsieve | 2.8 | непряма |
| PyPI | sqlalchemy | 2.0.43 | непряма |
| PyPI | sqlmodel | 0.0.24 | непряма |
| PyPI | stack-data | 0.6.3 | непряма |
| PyPI | starlette | 0.46.2 | непряма |
| PyPI | tabulate | 0.9.0 | непряма |
| PyPI | tiktoken | 0.11.0 | непряма |
| PyPI | tinycss2 | 1.4.0 | непряма |
| PyPI | tld | 0.13.1 | непряма |
| PyPI | tokenizers | 0.21.4 | непряма |
| PyPI | tomli | 2.2.1 | непряма |
| PyPI | tornado | 6.5.2 | непряма |
| PyPI | tqdm | 4.67.1 | непряма |
| PyPI | tqdm | 4.67.3 | непряма |
| PyPI | trafilatura | — | непряма |
| PyPI | trafilatura | 2.0.0 | непряма |
| PyPI | traitlets | 5.14.3 | непряма |
| PyPI | ty | 0.0.44 | непряма |
| PyPI | types-requests | 2.31.0.6 | непряма |
| PyPI | types-requests | 2.32.4.20250809 | непряма |
| PyPI | types-urllib3 | 1.26.25.14 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-inspection | 0.4.1 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | tzdata | 2024.2 | непряма |
| PyPI | tzlocal | 5.3.1 | непряма |
| PyPI | urllib3 | 1.26.20 | непряма |
| PyPI | urllib3 | 2.5.0 | непряма |
| PyPI | urllib3 | 2.6.3 | непряма |
| PyPI | uvicorn | — | непряма |
| PyPI | virtualenv | 20.34.0 | непряма |
| PyPI | watchdog | 6.0.0 | непряма |
| PyPI | wcwidth | 0.2.13 | непряма |
| PyPI | webencodings | 0.5.1 | непряма |
| PyPI | websockets | 15.0.1 | непряма |
| PyPI | writer-sdk | 2.3.1 | непряма |
| PyPI | wsproto | 1.2.0 | непряма |
| PyPI | xai-sdk | 1.1.0 | непряма |
| PyPI | xmltodict | 0.14.2 | непряма |
| PyPI | xxhash | 3.5.0 | непряма |
| PyPI | yarl | 1.20.1 | непряма |
| PyPI | yarl | 1.22.0 | непряма |
| PyPI | zipp | 3.23.0 | непряма |
Звіт у форматі JSON машиночитний
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"review_only_matches": 0,
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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",
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"name": "AI Readiness",
"value": 77,
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"metrics": [
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"key": "ai_agent_context",
"band": "excellent",
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"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
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},
{
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],
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},
{
"key": "ai_verify_loop",
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{
"key": "automated_maintenance",
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"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
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}
],
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},
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"key": "openssf_scorecard_pinned_dependencies",
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]
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"key": "ai_code_legibility",
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},
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},
{
"key": "manageable_file_sizes",
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}
],
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}
]
},
{
"key": "ai_interfaces",
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"value": 40,
"inputs": {
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"examples",
"notebooks"
],
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},
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{
"key": "api_schema_openapi_graphql_proto",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
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"status": "met",
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"code": "file_list",
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}
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T13:38:20.220088Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/instructor-ai/instructor.svg",
"full_name": "instructor-ai/instructor",
"license_state": "standard",
"license_spdx": "MIT"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.12.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.