Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-27 16:40 UTC
ModulationAI / openagentio
Connect agents across runtimes, frameworks, and teams.
ModulationAI/openagentio має індекс здоров’я 52 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (77/100), найнижчий — Community & Adoption (33/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
52
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.
52
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
ModulationAIОрганізація
0 підписників2 публічні репозиторіїз трав. 2026 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 |
|---|---|---|---|---|---|
| Go | github.com/ModulationAI/openagentio | v0.3.0 | - | 4 | 22 дні тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
77
Активність розробки
62Помірний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 8.3/36 | Ритм комітів — 12/52 тижнів із комітами |
| 17.6/18 | Обсяг комітів — 90 комітів за останній рік |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Використані вхідні дані
| commits_last_year | 90 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 12 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 2 релізів |
| 36/36 | Свіжість релізів — останній реліз 22 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~26 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 2 |
| latest_release_tag | v0.3.0 |
| releases_from_tags | ні |
| days_since_latest_release | 22 |
| mean_days_between_releases | 26 |
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?
33
Популярність і впровадження
18Критичний
Як обчислюється оцінка
| 17.5/60 | Зірки — 13 зірок |
| 0/25 | Форки — 1 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 1 |
| stars | 13 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
50Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 0/18 | 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 | ні |
| 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?
48
Стійкість мейнтейнерів (бас-фактор)
13Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 0/22.5 | Розподіл комітів — головний контриб’ютор — автор 100% комітів |
| 1.4/13.5 | Широта контриб’юторів — 1 контриб’юторів |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Реактивність на issue та PR
70Добрий
Як обчислюється оцінка
| 0/46.8 | Вирішення issue — немає issue або даних |
| 37.2/38.3 | Прийняття PR — злито 34/35 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/17 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 34 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 1 |
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue. Залишкові ваги перенормовано.
Власність та опіка
34У зоні ризику
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 0/25 | Охоплення власника — 0 підписників у ModulationAI |
| 4/25 | Послужний список — 2 публічних репозиторіїв, вік облікового запису ~0 р. |
Використані вхідні дані
| followers | 0 |
| owner_type | Organization |
| is_verified | — |
| owner_login | ModulationAI |
| public_repos | 2 |
| account_age_days | 87 |
Супровід пакетів
92Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у go |
| 35/35 | Свіжість публікацій — остання публікація 22 дн. тому |
| 12/20 | Історія версій — 4 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | github.com/ModulationAI/openagentio |
| ecosystems | go |
| any_deprecated | ні |
| min_days_since_publish | 22 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
59
Інженерні практики
48У зоні ризику
Як обчислюється оцінка
| 24/24 | Процеси CI — 1 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
75Добрий
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://openagentio.dev |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 11 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | agent, agentic-ai, ai-agent, nats, aaas, enterprise-ai, multi-agent-systems, llm, a2a, a2a-protocol, agents |
| has_wiki | так |
| homepage | https://openagentio.dev |
| 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?
34
Стан безпеки
34У зоні ризику
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/17 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 20 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3,4 |
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? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
50
Контекст і настанови для агентів
22Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 22/40 | Читабельна історія комітів — намір зазначено у 38 з 92 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,413 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 12.6/18 | Розгортання однією командою — go.mod (домовленість інструментарію, без раннера задач) |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — sdk/typescript/tsconfig.json |
| 10/10 | Відтворюване середовище — lockfile |
| 6.5/10 | Підтверджена практика роботи з агентами — 3 з останніх 92 комітів створено агентом або з його зазначенням |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | go.sum, package-lock.json, uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | sdk/typescript/tsconfig.json |
| agent_commit_share | 0,033 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
82Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (sdk/typescript/tsconfig.json) |
| 55/55 | Керовані розміри файлів — 0/152 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 55 349 |
| source_files_sampled | 152 |
| 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, samples |
Використані вхідні дані
| example_dirs | examples, samples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
13зірок GitHub
1контриб'юторів
90комітів за останні 12 місяців
0днів від останнього пушу
2релізів
1бас-фактор
0відкритих issue
Goпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Докладніше
OpenSSF Scorecard 3.4 / 10
3.4сукупно
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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/17 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 20 existing vulnerabilities detected |
Прямі залежності 7
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/nats-io/nats-server/v2 | v2.14.0 | go.mod |
| Go | github.com/nats-io/nats.go | v1.51.0 | go.mod |
| Go | github.com/santhosh-tekuri/jsonschema/v5 | v5.3.1 | go.mod |
| Go | go.opentelemetry.io/otel | v1.43.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk | v1.43.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.43.0 | go.mod |
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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"a2a-protocol",
"agents"
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"updated_at": "2026-07-27T14:41:42Z",
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"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-07-26T09:42:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fcd338bda1fe8f189b6edf7438ae49b36e75de9a",
"body": null,
"is_bot": false,
"headline": "unify error payload across SDKs",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-07-26T09:38:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e0d9aee1dcf287ab3d83dbe8582c7c7a81d2078",
"body": "add experimental frame type support",
"is_bot": false,
"headline": "Merge pull request #32 from ModulationAI/feat/optional-frame-type",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-07-26T07:04:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13743eabfb1b952121b483e1bb646c9f8db4addc",
"body": null,
"is_bot": false,
"headline": "add experimental frame type support",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-07-26T07:01:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b87f686e258ccd4469c00814dfe936c7be8a34b",
"body": "add active event source supervision",
"is_bot": false,
"headline": "Merge pull request #31 from ModulationAI/feat/bridge-spi-supervision",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-07-25T08:38:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "014cec7e167ceab0ac0baac50aaf4dd0b15b8cf4",
"body": null,
"is_bot": false,
"headline": "add active event source supervision",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-07-25T08:36:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55232da0ee01b8a683447f0b4751bf8e77e4a029",
"body": "define Python bridge SPI contract",
"is_bot": false,
"headline": "Merge pull request #30 from ModulationAI/feature/bridge-spi-contract",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-07-23T15:36:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25780eee5593c59fbd1f57b97cf8cf06c8bb56c7",
"body": null,
"is_bot": false,
"headline": "define Python bridge SPI contract",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-07-23T15:33:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "276534caf8141a21666f99bf4f95df5c81cc0eb1",
"body": "Fix/stability and backpressure",
"is_bot": false,
"headline": "Merge pull request #29 from ModulationAI/fix/stability-and-backpressure",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-07-21T15:37:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34e2f72d783e42b26249d89753566c8b489eaee3",
"body": null,
"is_bot": false,
"headline": "# fix stream stability and shutdown handling",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-07-21T15:36:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0872d0f71dd5310beae97c28073b910a87d15349",
"body": null,
"is_bot": false,
"headline": "fix stream stability and shutdown handling",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-07-21T15:34:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9da171016085e5f3f058f033a79c9088107ef95",
"body": "# add qwenpaw chat bridge",
"is_bot": false,
"headline": "Merge pull request #28 from ModulationAI/qwenpaw-bridge",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-07-19T07:08:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a0a76f20014c21bf46c03bbc55fd88c567b291e",
"body": null,
"is_bot": false,
"headline": "# add qwenpaw chat bridge",
"author_name": "baoer.gu",
"author_login": null,
"committed_at": "2026-07-19T07:02:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6718b7969784a48f32cdf3dd7918656f7be2aeba",
"body": "# release v0.3.0",
"is_bot": false,
"headline": "Merge pull request #27 from ModulationAI/feat/release_0.3",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-07-05T16:08:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e733d834e7a0fdebe43b0a5901a0ddb21cbf0915",
"body": null,
"is_bot": false,
"headline": "# release v0.3.0",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-07-05T15:58:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f90fbb484f714e991d149cd3012d76a22749f789",
"body": "# OpenAgentIO Web release officially",
"is_bot": false,
"headline": "Merge pull request #26 from ModulationAI/feat/official_web",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-06-28T14:59:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a14ef0693c14b87abdf061c9c9a377fb36f5ed96",
"body": null,
"is_bot": false,
"headline": "# OpenAgentIO Web release officially",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-28T14:58:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8be5b0080de36164a7b1cfad29384b1e9a7eef2a",
"body": "Added a link to the project assets for reference.",
"is_bot": false,
"headline": "Add project assets link to README",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-06-22T01:40:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a45fdabf15ed94148753abe23bd494ca7bc9f41e",
"body": null,
"is_bot": false,
"headline": "# docs(readme): refine project badges and branding",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-21T10:29:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af372e6bd54c0d0440e0610130d16c39b796d823",
"body": null,
"is_bot": false,
"headline": "# docs(readme): refine project badges and branding",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-21T10:27:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8d1e122aeb687d29d529e87e67392973529d85c9",
"body": null,
"is_bot": false,
"headline": "# refresh README bridge positioning",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-17T15:46:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a7081f5544e72e5879fe3824921a78e552a2d4a",
"body": null,
"is_bot": false,
"headline": "refresh README bridge positioning",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-17T15:45:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "43fed4c12e2a41457ffc1b0e00d9865924f33fdb",
"body": "Add Matrix event bridge and opt-in session propagation",
"is_bot": false,
"headline": "Merge pull request #25 from ModulationAI/feat/support_matrix",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-06-16T16:17:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6759377617eb3a626baac05a2b86f5e867b2ea60",
"body": "Implement the Python MatrixEventBridge (Phases 1-5):\n- Config validation for homeserver_url, access_token, user_id, room_ids,\n sync_timeout, reconnect_delay, initial_sync_behavior, outbound_msgtype.\n- Inbound: /sync long-poll loop, room/session mapping, dedup, loopback guard\n via sender/txnId, tra\n[…]\nquickstart.py.\n- README Matrix Event Quickstart section with scope and session note.\n\nTests:\n- 80 matrix bridge tests plus session propagation coverage.\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add Matrix event bridge and opt-in session propagation",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-16T16:14:54Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "22df451570bacca5cb3effb82f3acffaf80fc7b4",
"body": "# Support MCP Tool Bridge",
"is_bot": false,
"headline": "Merge pull request #24 from ModulationAI/feat/mcp_bridge",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-06-14T15:13:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25b320bd252662206821f2ccdf2a6f169d770a49",
"body": "Implement the Python SDK MCP Tool Bridge, exposing MCP server tools as\nOpenAgentIO Bus invoke targets.\n\n- Add McpToolBridge with stdio and streamable_http transport support.\n- Map MCP tool results (content, structuredContent, meta) to OpenAgentIO\n agent.response.final envelopes.\n- Map MCP/transport\n[…]\nserver.\n- Include comprehensive unit and integration tests for discovery, invocation,\n error mapping, session/trace propagation, and lifecycle cleanup.\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "# Support MCP Tool Bridge",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-14T15:08:44Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "9262ab28007310d3750d8a2ee61cc8fff815ca65",
"body": "# Support OpenClaw Bridge",
"is_bot": false,
"headline": "Merge pull request #23 from ModulationAI/openclaw-bridge",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-06-13T04:07:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c29bf99affb6ef681e26808afaf02c37e84fb178",
"body": null,
"is_bot": false,
"headline": "# Support OpenClaw Bridge",
"author_name": "baoer.gu",
"author_login": null,
"committed_at": "2026-06-13T03:47:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "59d5f53792b24bb8b4d0b11dda535bcb3d1487b8",
"body": null,
"is_bot": false,
"headline": "# release v0.2.3",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-09T16:46:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e281a257a46d116ed69fd2254fe54da866ce6b53",
"body": null,
"is_bot": false,
"headline": "# release v0.2.3",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-09T16:38:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "17956c1832ca7a18181045535a99f222bb7d6772",
"body": "# release v0.2.3\n\n- Event Envelope v1 with UUIDv7 IDs, W3C Trace Context (`traceparent`), streaming semantics (`seq`, `is_final`), and `metadata` inheritance for proxy chains.\n- JSON Codec as the default wire format, with a pluggable `Codec` interface.\n- Transport abstraction with NATS Core and In-M\n[…]\nbility.\n- Scene Example demonstrating single-process orchestrator and distributed multi-process modes.\n- Echo examples for Go (`examples/echo-agent/`) and Python (`sdk/python/examples/echo_agent.py`).",
"is_bot": false,
"headline": "Merge pull request #22 from ModulationAI/feat/release_0.2.3",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-06-09T16:37:00Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "61032c71604b8214d5ee2d2101ed55519c46d950",
"body": null,
"is_bot": false,
"headline": "# release v0.2.3",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-09T16:29:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d00b70771cb3e50b91cca181d4af44482bbe9914",
"body": null,
"is_bot": false,
"headline": "add Apache license",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-07T16:15:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65f4c11557961796cda6b409f14f624817e2d11a",
"body": "Avoid closing the inbox data channel while publishers may still deliver messages. Use a done signal to unblock receivers and reject late deliveries instead.\n\nCo-authored-by: Codex <noreply@openai.com>",
"is_bot": false,
"headline": "fix in-memory inbox close race",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-07T11:54:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "54a6e3d1ecfd2e1a0fba0fd19839518e2ba362ba",
"body": null,
"is_bot": false,
"headline": "# Fix the document format",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-07T02:36:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22fa29d4e5c8787230da8b55b42a3b556cb8a3a9",
"body": "add typescript sse client",
"is_bot": false,
"headline": "Merge pull request #20 from ModulationAI/feat/py-sse-retry",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-06-07T02:33:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3489a194864b345f8cc9b2752ab27df19c844836",
"body": "Co-authored-by: Codex <noreply@openai.com>",
"is_bot": false,
"headline": "add typescript sse client",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-07T02:32:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d50c1d04c38009e26f28737d1e87864b8ef53a1",
"body": "# Add SSE retry option to Python HTTP adapter",
"is_bot": false,
"headline": "Merge pull request #19 from ModulationAI/feat/py-sse-retry",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-06-06T14:51:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0de71aac046bd6d4a96f3402169dcc8dd63242c",
"body": "- Add WithSSERetry(d) option to configure SSE retry interval\n- Emit retry: <ms> on every SSE frame (default 3000ms, 0 disables)\n- Update tests to assert retry field presence and option behavior\n\nCo-authored-by: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "# Add SSE retry option to Python HTTP adapter",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-06T14:49:59Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e0f0517d42f238b9ad9e4a27c441bef47ae73e24",
"body": null,
"is_bot": false,
"headline": "# add Scenario-8 in readme.md",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-06T03:44:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "033f536e44fe8e26e1be577bc8b61743b61f788e",
"body": null,
"is_bot": false,
"headline": "# add sse desc in readme.md",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-06-03T16:16:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8168bb2aa22a28b0b2c49d8a8ff4d6a9448c9ba",
"body": "# Add SSE retry semantics and document HTTP header mapping",
"is_bot": false,
"headline": "Merge pull request #18 from ModulationAI/feat/sse_mapping",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-05-27T16:27:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7e90a481b9c223a6d2a4223b9da7730f288f9cb",
"body": null,
"is_bot": false,
"headline": "# Add SSE retry semantics and document HTTP header mapping",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-05-27T16:26:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab369a865f5487acdfaa5d541f36523433cb0914",
"body": "Feat/py sdk 0.2.x",
"is_bot": false,
"headline": "Merge pull request #17 from ModulationAI/feat/py-sdk-0.2.x",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-05-26T12:25:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d16f30dc85119df4e4eb35791eaf7abe92df1789",
"body": null,
"is_bot": false,
"headline": "# py-sdk 0.2.0",
"author_name": "baoer.gu",
"author_login": null,
"committed_at": "2026-05-26T12:07:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a03ba69d509ea5d6982dfc4a40fa9e861674812",
"body": null,
"is_bot": false,
"headline": "# py-sdk 0.2.0",
"author_name": "baoer.gu",
"author_login": null,
"committed_at": "2026-05-26T12:06:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1adc0f0f241c851652635e392a39d77d480f2f7a",
"body": "# fix unittest about stream",
"is_bot": false,
"headline": "Merge pull request #16 from ModulationAI/feat/fix_stream_ut",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-05-25T15:43:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8cb105e14bd950d4de9908aa0dd778a78d2a5cd7",
"body": null,
"is_bot": false,
"headline": "# fix unittest about stream",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-05-25T15:42:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d73c095fd54978fa7e5c56291db891bfb4f41d91",
"body": "# improvement readme and add roadmap",
"is_bot": false,
"headline": "Merge pull request #15 from ModulationAI/feat/improvement_readme",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-05-24T15:51:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b328417cdf2b48e01aac0cb8e133505c45fec2a",
"body": null,
"is_bot": false,
"headline": "# improvement readme and add roadmap",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-05-24T15:50:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ae1c25f42bb4f99be0e0088a1cfd2b10f8ce0fa",
"body": "# EventType constructor differentiation + runtime contract verification",
"is_bot": false,
"headline": "Merge pull request #14 from ModulationAI/feat/eventType_differentiation",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-05-24T12:25:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "559367a5b667c4b05287a4172592bafb2fcb40d4",
"body": null,
"is_bot": false,
"headline": "# EventType constructor differentiation + runtime contract verification",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-05-24T12:24:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "acbbc7d364c1744aa0757095f6569c83e5137466",
"body": "# default invoke handlers to target queue",
"is_bot": false,
"headline": "Merge pull request #13 from ModulationAI/feat/fix_invokestream_multiconn",
"author_name": "Boyle Gu",
"author_login": "boylegu",
"committed_at": "2026-05-24T06:46:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb601591c3d57bbb3e0ebc24f9ceba283a269963",
"body": null,
"is_bot": false,
"headline": "# default invoke handlers to target queue",
"author_name": "boylegu",
"author_login": "boylegu",
"committed_at": "2026-05-24T06:45:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f9ca8a3249fb2ed33991ab743745ae3bdb54d37",
"body": "# init productization",
"is_bot": false,
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{
"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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "20 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"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"
],
"review_only_matches": 0,
"assessed_self_published_locations": 1
},
"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": 50,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 22,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.413,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
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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",
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"detail": "38 of 92 human commits state their intent (structured subject or explanatory body)",
"points": 22,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 38,
"sampled": 92
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"package-lock.json",
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
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],
"agent_commit_share": 0.033,
"toolchain_manifests": [
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],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
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"detail": "go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
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}
],
"max_points": 18
},
{
"key": "automated_tests",
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"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
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"points": 11,
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"details": [
{
"code": "file_list",
"params": {
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}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
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"points": 10,
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"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
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"points": 6.5,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
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}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 55349,
"source_files_sampled": 152,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (sdk/typescript/tsconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "sdk/typescript/tsconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/152 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
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}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"samples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, samples"
}
}
],
"max_points": 40
}
]
}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-27T16:40:34.028819Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/ModulationAI/openagentio.svg",
"full_name": "ModulationAI/openagentio",
"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 v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — Go.