Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-17 23:11 UTC
robofinsystems / robosystems
RoboSystems is a financial intelligence platform that unifies structured data, document search, and AI memory to transform complex financial data into actionable intelligence. Fork-ready with full GitHub Actions CI/CD for deploying CloudFormation infrastructure to your AWS account.
robofinsystems/robosystems має індекс здоров’я 65 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (96/100), найнижчий — Sustainability & Governance (46/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
65
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє 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.
65
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
RFSОрганізація
5 підписників12 публічних репозиторіївз трав. 2025 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
96
Активність розробки
93Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 29.1/36 | Ритм комітів — 42/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 3 278 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 3 278 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 42 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 1 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~1,2 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | v1.6.5 |
| releases_from_tags | ні |
| days_since_latest_release | 1 |
| mean_days_between_releases | 1,2 |
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?
50
Популярність і впровадження
26Критичний
Як обчислюється оцінка
| 20.4/60 | Зірки — 19 зірок |
| 5.8/25 | Форки — 6 форків |
| 0/15 | Спостерігачі — 2 спостерігачів |
Використані вхідні дані
| forks | 6 |
| stars | 19 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
77Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | 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 | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
46
Стійкість мейнтейнерів (бас-фактор)
21Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 1.8/22.5 | Розподіл комітів — головний контриб’ютор — автор 92% комітів |
| 4.1/13.5 | Широта контриб’юторів — 3 контриб’юторів |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0,919 |
Реактивність на issue та PR
75Добрий
Як обчислюється оцінка
| 38/46.8 | Вирішення issue — закрито 81% issue |
| 37/38.3 | Прийняття PR — злито 827/856 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 827 |
| open_issues | 3 |
| closed_issues | 13 |
| issue_closed_ratio | 0,812 |
| closed_unmerged_prs | 29 |
Власність та опіка
46У зоні ризику
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 5.6/25 | Охоплення власника — 5 підписників у RoboFinSystems |
| 10.4/25 | Послужний список — 12 публічних репозиторіїв, вік облікового запису ~1 р. |
Використані вхідні дані
| followers | 5 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RoboFinSystems |
| public_repos | 12 |
| account_age_days | 414 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
74
Інженерні практики
74Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 27 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | так |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
75Добрий
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://robosystems.ai |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 20 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | aws, fastapi, knowledge-graph, mcp-server, xbrl, arelle, postgresql, financial, financial-data, financial-analysis, accounting, robosystems, duckdb, ladybugdb, context-graph, dagster, dbt, ai, mcp, opensearch |
| has_wiki | так |
| homepage | https://robosystems.ai |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
58
Стан безпеки
58Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,8 |
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
65
Контекст і настанови для агентів
75Добрий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — CLAUDE.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 25 763 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — justfile |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 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 |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | justfile |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| 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
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 54.6/55 | Керовані розміри файлів — 13/1 632 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 112 339 |
| source_files_sampled | 1 632 |
| oversized_source_files | 13 |
Машиночитні інтерфейси
60Помірний
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | так |
| api_schema_files | — |
Ключові факти
19зірок GitHub
3контриб'юторів
3 278комітів за останні 12 місяців
0днів від останнього пушу
100релізів
1бас-фактор
3відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Could not fetch pypi package 'robosystems' from its registry
Докладніше
OpenSSF Scorecard 5.8 / 10
5.8сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/15 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 | 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
Прямі залежності 58
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | fastapi | >=0.139.0,<1.0 | pyproject.toml |
| PyPI | starlette | >=1.3.1,<2.0 | pyproject.toml |
| PyPI | sse-starlette | >=3.3.0,<4.0 | pyproject.toml |
| PyPI | strawberry-graphql | >=0.314.0,<1.0 | pyproject.toml |
| PyPI | uvicorn | >=0.48.0,<1.0 | pyproject.toml |
| PyPI | uvloop | >=0.21.0,<1.0 | pyproject.toml |
| PyPI | boto3 | >=1.42.0,<2.0 | pyproject.toml |
| PyPI | duckdb | ==1.4.4 | pyproject.toml |
| PyPI | lancedb | >=0.30.0,<0.31 | pyproject.toml |
| PyPI | ladybug | ==0.18.1 | pyproject.toml |
| PyPI | alembic | >=1.18.0,<2.0 | pyproject.toml |
| PyPI | psycopg2-binary | >=2.9.0,<3.0 | pyproject.toml |
| PyPI | sqlalchemy | >=2.0.0,<3.0 | pyproject.toml |
| PyPI | redis | >=8.0.0,<9.0 | pyproject.toml |
| PyPI | opensearch-py | >=3.0.0,<4.0 | pyproject.toml |
| PyPI | dagster | >=1.13.1,<2.0 | pyproject.toml |
| PyPI | dagster-webserver | >=1.13.3,<2.0 | pyproject.toml |
| PyPI | dagster-postgres | >=0.29.0,<1.0 | pyproject.toml |
| PyPI | dagster-aws | >=0.29.11,<1.0 | pyproject.toml |
| PyPI | dbt-core | >=1.11.0,<2.0 | pyproject.toml |
| PyPI | dbt-duckdb | >=1.10.0,<2.0 | pyproject.toml |
| PyPI | arelle-release | ==2.39.5 | pyproject.toml |
| PyPI | fastembed | >=0.8.0,<1.0 | pyproject.toml |
| PyPI | icebug | >=12.0,<13.0 | pyproject.toml |
| PyPI | numpy | >=2.4.0,<3.0 | pyproject.toml |
| PyPI | pandas | >=2.3.0,<3.0 | pyproject.toml |
| PyPI | pyarrow | >=24.0.0 | pyproject.toml |
| PyPI | rdflib | >=7.0.0,<8.0 | pyproject.toml |
| PyPI | intuit-oauth | >=1.2.0,<2.0 | pyproject.toml |
| PyPI | python-quickbooks | >=0.9.0,<1.0 | pyproject.toml |
| PyPI | stripe | >=11.1.0,<12.0 | pyproject.toml |
| PyPI | opentelemetry-api | >=1.41.0,<2.0 | pyproject.toml |
| PyPI | opentelemetry-exporter-otlp | >=1.41.0,<2.0 | pyproject.toml |
| PyPI | opentelemetry-sdk | >=1.41.0,<2.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation-aiohttp-client | >=0.64b0,<1.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation-fastapi | >=0.55b0,<1.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation-psycopg2 | >=0.55b0,<1.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation-requests | >=0.55b0,<1.0 | pyproject.toml |
| PyPI | aiohttp | >=3.14.0 | pyproject.toml |
| PyPI | bcrypt | >=5.0.0,<6.0 | pyproject.toml |
| PyPI | beautifulsoup4 | >=4.13.0,<5.0 | pyproject.toml |
| PyPI | email-validator | >=2.2.0,<3.0 | pyproject.toml |
| PyPI | holidays | >=0.76.0,<1.0 | pyproject.toml |
| PyPI | httptools | >=0.6.0,<1.0 | pyproject.toml |
| PyPI | httpx-sse | >=0.4.0 | pyproject.toml |
| PyPI | httpx | >=0.28.0 | pyproject.toml |
| PyPI | lxml | >=6.1.0,<7.0 | pyproject.toml |
| PyPI | pillow | >=12.2.0 | pyproject.toml |
| PyPI | psutil | >=7.2.1,<8.0 | pyproject.toml |
| PyPI | pydantic | >=2.11.0,<3.0 | pyproject.toml |
| PyPI | pyjwt | >=2.10.0,<3.0 | pyproject.toml |
| PyPI | python-multipart | >=0.0.27,<1.0 | pyproject.toml |
| PyPI | python-ulid | >=3.0.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0.0,<7.0 | pyproject.toml |
| PyPI | requests | >=2.34.2,<3.0 | pyproject.toml |
| PyPI | retrying | >=1.4.0,<2.0 | pyproject.toml |
| PyPI | uuid6 | >=2025.0.0 | pyproject.toml |
| PyPI | pyshacl | >=0.26,<0.31 | pyproject.toml |
Усі залежності 234
Повний розв'язаний набір залежностей із графа залежностей GitHub: 58 прямих і 176 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | aiohttp | 3.14.1 | пряма |
| PyPI | alembic | 1.18.4 | пряма |
| PyPI | arelle-release | 2.39.5 | пряма |
| PyPI | bcrypt | 5.0.0 | пряма |
| PyPI | beautifulsoup4 | 4.15.0 | пряма |
| PyPI | boto3 | 1.43.29 | пряма |
| PyPI | dagster | 1.13.11 | пряма |
| PyPI | dagster-aws | 0.29.11 | пряма |
| PyPI | dagster-postgres | 0.29.11 | пряма |
| PyPI | dagster-webserver | 1.13.11 | пряма |
| PyPI | dbt-core | 1.11.11 | пряма |
| PyPI | dbt-duckdb | 1.10.1 | пряма |
| PyPI | duckdb | 1.4.4 | пряма |
| PyPI | email-validator | 2.3.0 | пряма |
| PyPI | fastapi | 0.139.0 | пряма |
| PyPI | fastembed | 0.8.0 | пряма |
| PyPI | holidays | 0.98 | пряма |
| PyPI | httptools | 0.8.0 | пряма |
| PyPI | httpx | 0.28.1 | пряма |
| PyPI | httpx-sse | 0.4.3 | пряма |
| PyPI | icebug | 12.9 | пряма |
| PyPI | intuit-oauth | 1.2.6 | пряма |
| PyPI | ladybug | 0.18.1 | пряма |
| PyPI | lancedb | 0.30.2 | пряма |
| PyPI | lxml | 6.1.1 | пряма |
| PyPI | numpy | 2.4.6 | пряма |
| PyPI | opensearch-py | 3.2.0 | пряма |
| PyPI | opentelemetry-api | 1.43.0 | пряма |
| PyPI | opentelemetry-exporter-otlp | 1.43.0 | пряма |
| PyPI | opentelemetry-instrumentation-aiohttp-client | 0.64b0 | пряма |
| PyPI | opentelemetry-instrumentation-fastapi | 0.64b0 | пряма |
| PyPI | opentelemetry-instrumentation-psycopg2 | 0.64b0 | пряма |
| PyPI | opentelemetry-instrumentation-requests | 0.64b0 | пряма |
| PyPI | opentelemetry-sdk | 1.43.0 | пряма |
| PyPI | pandas | 2.3.3 | пряма |
| PyPI | pillow | 12.2.0 | пряма |
| PyPI | psutil | 7.2.2 | пряма |
| PyPI | psycopg2-binary | 2.9.12 | пряма |
| PyPI | pyarrow | 24.0.0 | пряма |
| PyPI | pydantic | 2.13.4 | пряма |
| PyPI | pyjwt | 2.13.0 | пряма |
| PyPI | pyshacl | 0.30.1 | пряма |
| PyPI | python-multipart | 0.0.32 | пряма |
| PyPI | python-quickbooks | 0.9.12 | пряма |
| PyPI | python-ulid | 3.1.0 | пряма |
| PyPI | pyyaml | 6.0.3 | пряма |
| PyPI | rdflib | 7.6.0 | пряма |
| PyPI | redis | 8.0.0 | пряма |
| PyPI | requests | 2.34.2 | пряма |
| PyPI | retrying | 1.4.2 | пряма |
| PyPI | sqlalchemy | 2.0.50 | пряма |
| PyPI | sse-starlette | 3.4.4 | пряма |
| PyPI | starlette | 1.3.1 | пряма |
| PyPI | strawberry-graphql | 0.316.0 | пряма |
| PyPI | stripe | 11.6.0 | пряма |
| PyPI | uuid6 | 2025.0.1 | пряма |
| PyPI | uvicorn | 0.49.0 | пряма |
| PyPI | uvloop | 0.22.1 | пряма |
| PyPI | agate | 1.9.1 | непряма |
| PyPI | aiohappyeyeballs | 2.6.2 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | annotated-doc | 0.0.4 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | antlr4-python3-runtime | 4.13.2 | непряма |
| PyPI | anyio | 4.13.0 | непряма |
| PyPI | asgiref | 3.11.1 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | aws-sam-translator | 1.110.0 | непряма |
| PyPI | awscli-local | 0.22.2 | непряма |
| PyPI | babel | 2.18.0 | непряма |
| PyPI | backoff | 2.2.1 | непряма |
| PyPI | basedpyright | 1.39.7 | непряма |
| PyPI | botocore | 1.43.29 | непряма |
| PyPI | bottle | 0.13.4 | непряма |
| PyPI | certifi | 2026.5.20 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | cfn-lint | 1.51.4 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | click | 8.4.1 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coloredlogs | 14.0 | непряма |
| PyPI | coverage | 7.14.1 | непряма |
| PyPI | cross-web | 0.7.0 | непряма |
| PyPI | cryptography | 49.0.0 | непряма |
| PyPI | cython | 3.2.5 | непряма |
| PyPI | daff | 1.4.2 | непряма |
| PyPI | dagster-graphql | 1.13.11 | непряма |
| PyPI | dagster-pipes | 1.13.11 | непряма |
| PyPI | dagster-shared | 1.13.11 | непряма |
| PyPI | dbt-adapters | 1.24.2 | непряма |
| PyPI | dbt-common | 1.38.0 | непряма |
| PyPI | dbt-extractor | 0.6.0 | непряма |
| PyPI | dbt-protos | 1.0.514 | непряма |
| PyPI | dbt-semantic-interfaces | 0.9.0 | непряма |
| PyPI | deepdiff | 8.6.2 | непряма |
| PyPI | deprecation | 2.1.0 | непряма |
| PyPI | dnspython | 2.8.0 | непряма |
| PyPI | docstring-parser | 0.18.0 | непряма |
| PyPI | enum-compat | 0.0.3 | непряма |
| PyPI | et-xmlfile | 2.0.0 | непряма |
| PyPI | events | 0.5 | непряма |
| PyPI | filelock | 3.29.3 | непряма |
| PyPI | flatbuffers | 25.12.19 | непряма |
| PyPI | frozenlist | 1.8.0 | непряма |
| PyPI | fsspec | 2026.4.0 | непряма |
| PyPI | googleapis-common-protos | 1.75.0 | непряма |
| PyPI | gql | 4.0.0 | непряма |
| PyPI | graphene | 3.4.3 | непряма |
| PyPI | graphql-core | 3.2.11 | непряма |
| PyPI | graphql-relay | 3.2.0 | непряма |
| PyPI | greenlet | 3.5.1 | непряма |
| PyPI | grpcio | 1.81.1 | непряма |
| PyPI | grpcio-health-checking | 1.81.1 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | hf-xet | 1.5.1 | непряма |
| PyPI | html5rdf | 1.2.1 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | huggingface-hub | 1.19.0 | непряма |
| PyPI | humanfriendly | 10.0 | непряма |
| PyPI | icebug-format | 1.0.0 | непряма |
| PyPI | idna | 3.18 | непряма |
| PyPI | importlib-metadata | 8.9.0 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | isodate | 0.7.2 | непряма |
| PyPI | jaconv | 0.5.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jmespath | 1.1.0 | непряма |
| PyPI | jsonpatch | 1.33 | непряма |
| PyPI | jsonpointer | 3.1.1 | непряма |
| PyPI | jsonschema | 4.26.0 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | lance-namespace | 0.8.6 | непряма |
| PyPI | lance-namespace-urllib3-client | 0.8.6 | непряма |
| PyPI | leather | 0.4.1 | непряма |
| PyPI | localstack-client | 2.11 | непряма |
| PyPI | loguru | 0.7.3 | непряма |
| PyPI | mako | 1.3.12 | непряма |
| PyPI | markdown-it-py | 4.2.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | mashumaro | 3.14 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mmh3 | 5.2.1 | непряма |
| PyPI | more-itertools | 10.8.0 | непряма |
| PyPI | moto | 5.2.2 | непряма |
| PyPI | mpmath | 1.3.0 | непряма |
| PyPI | msgpack | 1.2.1 | непряма |
| PyPI | multidict | 6.7.1 | непряма |
| PyPI | networkx | 3.6.1 | непряма |
| PyPI | nodejs-wheel-binaries | 24.16.0 | непряма |
| PyPI | oauthlib | 3.3.1 | непряма |
| PyPI | onnxruntime | 1.26.0 | непряма |
| PyPI | openpyxl | 3.1.5 | непряма |
| PyPI | opensearch-protobufs | 1.2.0 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.43.0 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.43.0 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.43.0 | непряма |
| PyPI | opentelemetry-instrumentation | 0.64b0 | непряма |
| PyPI | opentelemetry-instrumentation-asgi | 0.64b0 | непряма |
| PyPI | opentelemetry-instrumentation-dbapi | 0.64b0 | непряма |
| PyPI | opentelemetry-proto | 1.43.0 | непряма |
| PyPI | opentelemetry-semantic-conventions | 0.64b0 | непряма |
| PyPI | opentelemetry-util-http | 0.64b0 | непряма |
| PyPI | orderly-set | 5.5.0 | непряма |
| PyPI | owlrl | 7.1.4 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | parsedatetime | 2.6 | непряма |
| PyPI | pathlib-abc | 0.5.2 | непряма |
| PyPI | pathspec | 0.12.1 | непряма |
| PyPI | platformdirs | 4.10.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | prettytable | 3.17.0 | непряма |
| PyPI | propcache | 0.5.2 | непряма |
| PyPI | protobuf | 6.33.6 | непряма |
| PyPI | py-partiql-parser | 0.6.3 | непряма |
| PyPI | py-rust-stemmers | 0.1.8 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic-core | 2.46.4 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pyparsing | 3.3.2 | непряма |
| PyPI | pyreadline3 | 3.5.6 | непряма |
| PyPI | pytest | 9.0.3 | непряма |
| PyPI | pytest-asyncio | 1.4.0 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | pytest-env | 1.6.0 | непряма |
| PyPI | pytest-mock | 3.15.1 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | python-slugify | 8.0.4 | непряма |
| PyPI | pytimeparse | 1.1.8 | непряма |
| PyPI | pytz | 2026.2 | непряма |
| PyPI | pywin32 | 312 | непряма |
| PyPI | referencing | 0.37.0 | непряма |
| PyPI | regex | 2026.5.9 | непряма |
| PyPI | requests-oauthlib | 2.0.0 | непряма |
| PyPI | requests-toolbelt | 1.0.0 | непряма |
| PyPI | responses | 0.26.1 | непряма |
| PyPI | rich | 15.0.0 | непряма |
| PyPI | robosystems | 1.6.5 | непряма |
| PyPI | robosystems-client | 0.5.1 | непряма |
| PyPI | rpds-py | 2026.5.1 | непряма |
| PyPI | ruff | 0.15.17 | непряма |
| PyPI | s3transfer | 0.18.0 | непряма |
| PyPI | scipy | 1.17.1 | непряма |
| PyPI | shellingham | 1.5.4 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | snowplow-tracker | 1.1.0 | непряма |
| PyPI | soupsieve | 2.8.4 | непряма |
| PyPI | sqlparse | 0.5.5 | непряма |
| PyPI | structlog | 26.1.0 | непряма |
| PyPI | sympy | 1.14.0 | непряма |
| PyPI | tabulate | 0.10.0 | непряма |
| PyPI | text-unidecode | 1.3 | непряма |
| PyPI | tokenizers | 0.23.1 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | tomlkit | 0.15.0 | непряма |
| PyPI | toposort | 1.10 | непряма |
| PyPI | tqdm | 4.68.2 | непряма |
| PyPI | truststore | 0.10.4 | непряма |
| PyPI | typer | 0.25.1 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | tzdata | 2026.2 | непряма |
| PyPI | universal-pathlib | 0.3.10 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | watchdog | 6.0.0 | непряма |
| PyPI | watchfiles | 1.2.0 | непряма |
| PyPI | wcwidth | 0.8.1 | непряма |
| PyPI | websockets | 16.0 | непряма |
| PyPI | werkzeug | 3.1.8 | непряма |
| PyPI | win32-setctime | 1.2.0 | непряма |
| PyPI | wrapt | 2.2.1 | непряма |
| PyPI | xmltodict | 1.0.4 | непряма |
| PyPI | yarl | 1.24.2 | непряма |
| PyPI | zipp | 4.1.0 | непряма |
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"aws",
"fastapi",
"knowledge-graph",
"mcp-server",
"xbrl",
"arelle",
"postgresql",
"financial",
"financial-data",
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"accounting",
"robosystems",
"duckdb",
"ladybugdb",
"context-graph",
"dagster",
"dbt",
"ai",
"mcp",
"opensearch"
],
"is_fork": false,
"size_kb": 51261,
"has_wiki": true,
"homepage": "https://robosystems.ai",
"languages": {
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"Just": 22665,
"Mako": 1019,
"Shell": 249419,
"Python": 15719731,
"Dockerfile": 9599
},
"pushed_at": "2026-07-17T21:30:39Z",
"created_at": "2025-08-10T20:37:56Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T04:58:36Z",
"description": "RoboSystems is a financial intelligence platform that unifies structured data, document search, and AI memory to transform complex financial data into actionable intelligence. Fork-ready with full GitHub Actions CI/CD for deploying CloudFormation infrastructure to your AWS account.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://robosystems.ai",
"name": "RFS",
"type": "Organization",
"login": "RoboFinSystems",
"company": null,
"location": "United States of America",
"followers": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/213902224?v=4",
"created_at": "2025-05-29T03:16:13Z",
"is_verified": null,
"public_repos": 12,
"account_age_days": 414
},
"activity": {
"releases_count": 100,
"commits_last_year": 3278,
"latest_release_at": "2026-07-15T23:25:15Z",
"latest_release_tag": "v1.6.5",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 42,
"days_since_latest_release": 1,
"mean_days_between_releases": 1.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 6,
"stars": 19,
"watchers": 2,
"open_issues_and_prs": 3
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [
"justfile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 112339,
"source_files_sampled": 1632,
"oversized_source_files": 13,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 25763
},
"dependencies": {
"manifests": [
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],
"ecosystems": [
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],
"dependencies": [
{
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"manifest": "pyproject.toml",
"ecosystem": "pypi",
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},
{
"name": "starlette",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.3.1,<2.0"
},
{
"name": "sse-starlette",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.3.0,<4.0"
},
{
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"manifest": "pyproject.toml",
"ecosystem": "pypi",
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},
{
"name": "uvicorn",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.48.0,<1.0"
},
{
"name": "uvloop",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.21.0,<1.0"
},
{
"name": "boto3",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.42.0,<2.0"
},
{
"name": "duckdb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==1.4.4"
},
{
"name": "lancedb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.30.0,<0.31"
},
{
"name": "ladybug",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==0.18.1"
},
{
"name": "alembic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.18.0,<2.0"
},
{
"name": "psycopg2-binary",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.9.0,<3.0"
},
{
"name": "sqlalchemy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.0.0,<3.0"
},
{
"name": "redis",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=8.0.0,<9.0"
},
{
"name": "opensearch-py",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.0.0,<4.0"
},
{
"name": "dagster",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.13.1,<2.0"
},
{
"name": "dagster-webserver",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.13.3,<2.0"
},
{
"name": "dagster-postgres",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.29.0,<1.0"
},
{
"name": "dagster-aws",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.29.11,<1.0"
},
{
"name": "dbt-core",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.11.0,<2.0"
},
{
"name": "dbt-duckdb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.10.0,<2.0"
},
{
"name": "arelle-release",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==2.39.5"
},
{
"name": "fastembed",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.8.0,<1.0"
},
{
"name": "icebug",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=12.0,<13.0"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.4.0,<3.0"
},
{
"name": "pandas",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.3.0,<3.0"
},
{
"name": "pyarrow",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=24.0.0"
},
{
"name": "rdflib",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=7.0.0,<8.0"
},
{
"name": "intuit-oauth",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.2.0,<2.0"
},
{
"name": "python-quickbooks",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.9.0,<1.0"
},
{
"name": "stripe",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=11.1.0,<12.0"
},
{
"name": "opentelemetry-api",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.41.0,<2.0"
},
{
"name": "opentelemetry-exporter-otlp",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.41.0,<2.0"
},
{
"name": "opentelemetry-sdk",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.41.0,<2.0"
},
{
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],
"max_points": 27
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{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
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"components": [
{
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"points": 100,
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"details": [
{
"code": "abandonment_unverified",
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}
],
"max_points": 100
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]
}
],
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},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 50,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
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"stars": 19,
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"components": [
{
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"points": 20.4,
"status": "partial",
"details": [
{
"code": "stars",
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"count": 19
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}
],
"max_points": 60
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{
"key": "forks",
"name": "Forks",
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"points": 5.8,
"status": "partial",
"details": [
{
"code": "forks",
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}
],
"max_points": 25
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{
"key": "watchers",
"name": "Watchers",
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"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
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"count": 2
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}
],
"max_points": 15
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]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
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"components": [
{
"key": "readme",
"name": "README",
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"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
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"spdx": "Apache-2.0"
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],
"max_points": 22.5
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{
"key": "contributing_guide",
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"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
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{
"key": "pr_template",
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"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
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]
}
],
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},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 46,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
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"count": 1
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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"detail": "top contributor authored 92% of commits",
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"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 92
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 75,
"inputs": {
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"open_issues": 3,
"closed_issues": 13,
"issue_closed_ratio": 0.812,
"closed_unmerged_prs": 29
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "81% of issues closed",
"points": 38,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 81
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "827/856 decided PRs merged",
"points": 37,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"merged": 827,
"decided": 856
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/15 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 46,
"inputs": {
"followers": 5,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "RoboFinSystems",
"public_repos": 12,
"account_age_days": 414
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
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"status": "met",
"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "5 followers of RoboFinSystems",
"points": 5.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 5,
"login": "RoboFinSystems"
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}
],
"max_points": 25
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{
"key": "track_record",
"name": "Track record",
"detail": "12 public repos, account ~1 yr old",
"points": 10.4,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 12
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},
{
"code": "account_age_years",
"params": {
"years": 1
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}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 74,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": true,
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"has_precommit_config": false
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "27 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 27
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
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{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
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"knowledge-graph",
"mcp-server",
"xbrl",
"arelle",
"postgresql",
"financial",
"financial-data",
"financial-analysis",
"accounting",
"robosystems",
"duckdb",
"ladybugdb",
"context-graph",
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"dbt",
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"opensearch"
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"has_wiki": true,
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"has_docs_dir": false,
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"components": [
{
"key": "readme",
"name": "README",
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"points": 30,
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"details": [],
"max_points": 30
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{
"key": "documentation_directory",
"name": "Documentation directory",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://robosystems.ai",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
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{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "20 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
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"count": 20
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}
],
"max_points": 10
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{
"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": "moderate",
"name": "Security",
"value": 58,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 58,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.8
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
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{
"key": "ci_tests",
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"points": 2.5,
"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
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/15 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
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{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "8 existing vulnerabilities detected",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 65,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
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"agent_instruction_max_bytes": 25763
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"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 62,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
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"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "justfile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "justfile"
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}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 112339,
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"oversized_source_files": 13
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "13/1632 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 1632,
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}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
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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": [
"Could not fetch pypi package 'robosystems' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-17T23:11:06.936419Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/robofinsystems/robosystems.svg",
"full_name": "robofinsystems/robosystems",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.12.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.