Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-31 21:45 UTC
wesleysimplicio / simplicio-loop
🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work end-to-end on ANY LLM — discover → implement → verify → merge → 24/7 — behind safety gates, at up to 90% fewer tokens. 48 extension points. Not a chatbot. A worker.
wesleysimplicio/simplicio-loop має індекс здоров’я 53 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (71/100), найнижчий — Security (24/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
53
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.
53
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
Wesley SimplicioОсобистий обліковий запис
18 підписників74 публічні репозиторіїз груд. 2013 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| PyPI | simplicio-loop | 3.38.13 | 3 430 | 41 | 0 днів тому | aiagentorchestratorllmclaudecursorautomationralph-looptoken-economycli |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
71
Активність розробки
59Помірний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 4.8/36 | Ритм комітів — 7/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 854 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 | 854 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 7 |
Дисципліна релізів
90Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 86 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~0,5 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 86 |
| latest_release_tag | v3.38.13 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0,5 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
46
Популярність і впровадження
16Критичний
Як обчислюється оцінка
| 15.5/60 | Зірки — 10 зірок |
| 0/25 | Форки — 2 форків |
| 0/15 | Спостерігачі — 1 спостерігачів |
Використані вхідні дані
| forks | 2 |
| stars | 10 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
70Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Впровадження в екосистемі (завантаження)
59Помірний
Як обчислюється оцінка
| 47.1/80 | Щомісячні завантаження — 3 430 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | simplicio-loop |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 3 430 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
59
Стійкість мейнтейнерів (бас-фактор)
18Критичний
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 |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0,92 |
Реактивність на issue та PR
79Добрий
Як обчислюється оцінка
| 41.6/46.8 | Вирішення issue — закрито 89% issue |
| 37.1/38.3 | Прийняття PR — злито 567/584 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/22 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 567 |
| open_issues | 38 |
| closed_issues | 307 |
| issue_closed_ratio | 0,89 |
| closed_unmerged_prs | 17 |
Власність та опіка
55Помірний
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 9.2/25 | Охоплення власника — 18 підписників у wesleysimplicio |
| 25/25 | Послужний список — 74 публічних репозиторіїв, вік облікового запису ~12 р. |
Використані вхідні дані
| followers | 18 |
| owner_type | User |
| is_verified | — |
| owner_login | wesleysimplicio |
| public_repos | 74 |
| account_age_days | 4 622 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 41 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | simplicio-loop |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
54
Інженерні практики
24Критичний
Як обчислюється оцінка
| 0/24 | Процеси 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 — 0 out of 22 merged PRs checked by a CI test -- score normalized to 0 |
Використані вхідні дані
| has_ci | ні |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://simpleti.com.br/simplicio-loop/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 19 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | ai-agent, autonomous-agents, claude-code, codex, gemini, llm, orchestrator, skill, token-optimization, agentic-ai, ai, anthropic, automation, devtools, mcp, cursor, gpt, hermes, openclaw |
| has_wiki | так |
| homepage | https://simpleti.com.br/simplicio-loop/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
24
Стан безпеки
24Критичний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 0/2.5 | CI-Tests — 0 out of 22 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 0/22 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 0/10 | Dangerous-Workflow — немає даних |
| 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 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — немає даних |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 14 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 4 |
| scorecard_aggregate | 2,4 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, dangerous_workflow, packaging, token_permissions. 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.
62
Контекст і настанови для агентів
100Відмінний
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — .cursor/rules/simplicio-loop-operator-flow.md, AGENTS.md, CLAUDE.md, GEMINI.md |
| 15/15 | Машиночитана документація (llms.txt) — llms.txt наявний |
| 40/40 | Читабельна історія комітів — намір зазначено у 97 з 100 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | так |
| legible_history_share | 0,97 |
| agent_instruction_files | .cursor/rules/simplicio-loop-operator-flow.md, AGENTS.md, CLAUDE.md, GEMINI.md |
| agent_instruction_max_bytes | 9 016 |
Цикл верифікації (збірка / тести / перевірка типів)
45У зоні ризику
Як обчислюється оцінка
| 12.6/18 | Розгортання однією командою — rust/simplicio-supervisor/Cargo.toml (домовленість інструментарію, без раннера задач) |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом |
| 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 | Cargo.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | rust/simplicio-supervisor/Cargo.toml |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 54.6/55 | Керовані розміри файлів — 7/902 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 287 787 |
| source_files_sampled | 902 |
| oversized_source_files | 7 |
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 |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
10зірок GitHub
3контриб'юторів
854комітів за останні 12 місяців
0днів від останнього пушу
86релізів
1бас-фактор
38відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:simplicio-loop@3.38.13; advisories assessed against the repository dependency graph instead
Докладніше
OpenSSF Scorecard 2.4 / 10
2.4сукупно
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 |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 0 | CI-Tests | 0 out of 22 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 0/22 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| н/д | Dangerous-Workflow | no workflows found |
| 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 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| н/д | Token-Permissions | No tokens found |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Прямі залежності 4
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | simplicio-cli | >=0.18.1 | pyproject.toml |
| PyPI | simplicio-mapper | >=0.26.1 | pyproject.toml |
| PyPI | simplicio-fast | >=2.0.18 | pyproject.toml |
| PyPI | tiktoken | >=0.12.0,<1 | pyproject.toml |
Усі залежності не зібрано
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Звіт у форматі JSON машиночитний
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"repo": {
"topics": [
"ai-agent",
"autonomous-agents",
"claude-code",
"codex",
"gemini",
"llm",
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"skill",
"token-optimization",
"agentic-ai",
"ai",
"anthropic",
"automation",
"devtools",
"mcp",
"cursor",
"gpt",
"hermes",
"openclaw"
],
"is_fork": false,
"size_kb": 1481748,
"has_wiki": true,
"homepage": "https://simpleti.com.br/simplicio-loop/",
"languages": {
"HTML": 141053,
"Rust": 21727,
"Shell": 38024,
"Python": 10266847,
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"PowerShell": 2812
},
"pushed_at": "2026-07-31T21:38:47Z",
"created_at": "2026-06-18T17:40:17Z",
"owner_type": "User",
"updated_at": "2026-07-31T21:38:11Z",
"description": "🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work end-to-end on ANY LLM — discover → implement → verify → merge → 24/7 — behind safety gates, at up to 90% fewer tokens. 48 extension points. Not a chatbot. A worker.",
"is_archived": false,
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"owner": {
"blog": null,
"name": "Wesley Simplicio",
"type": "User",
"login": "wesleysimplicio",
"company": null,
"location": null,
"followers": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/6108320?v=4",
"created_at": "2013-12-04T20:17:17Z",
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"account_age_days": 4622
},
"license": {
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},
"activity": {
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"kind": "patch",
"published_at": "2026-07-31T21:38:47Z"
},
{
"tag": "v3.38.12",
"kind": "patch",
"published_at": "2026-07-31T19:25:07Z"
},
{
"tag": "v3.38.11",
"kind": "patch",
"published_at": "2026-07-30T16:19:33Z"
},
{
"tag": "v3.38.10",
"kind": "patch",
"published_at": "2026-07-29T00:55:19Z"
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"headline": "Merge pull request #871 from wesleysimplicio/agent/mapper-target-hint",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-30T06:45:36Z",
"body_truncated": false,
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"oid": "93f3f7c2b430ba262da69766e53185880078f47a",
"body": "Recupera contexto direcionado, alinha dev-cli com Mapper/Runtime e mantém gates reais.",
"is_bot": false,
"headline": "fix(loop): reduzir bloqueios falsos no preflight (#875)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T21:37:42Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "46ef088db1bf12c9734129ed5b467898ef86a070",
"body": "Propagate the declared verification command into the integrated TaskSpec.",
"is_bot": false,
"headline": "fix: propagate Loop verification command (#874)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T20:32:13Z",
"body_truncated": false,
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{
"oid": "d5ac6bb0b56448f7a6cde33f3ca00fcf250c51a0",
"body": "Derive and forward the canonical Mapper context binding during integrated Loop execution.",
"is_bot": false,
"headline": "fix: derive Mapper context handle for Dev CLI (#873)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T20:29:11Z",
"body_truncated": false,
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{
"oid": "a21c51de2b5094115092c883caf791bf146b6330",
"body": "Forward the first repository file hint to Mapper so task-aware context remains faithful.",
"is_bot": false,
"headline": "fix: forward explicit mapper target from loop (#872)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T20:21:46Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "fix: forward mapper target from loop",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T20:18:33Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "0e1779b53b82908cd70877588df2fea42bfe7ddc",
"body": "Forward the configured Mapper context budget while preserving existing defaults and safety gates.",
"is_bot": false,
"headline": "feat: execute integrated loop with configurable mapper budget",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T19:57:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0accb7d3af3c98b9a569bfa209e1b7bb1376a339",
"body": null,
"is_bot": false,
"headline": "feat: forward mapper context budget from loop",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T19:56:54Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "6baa998e77ad35cfede10685a2283aa2530fb1cf",
"body": "Interpretation report for 5-issue x 5-lane bench: Fast is part of STRICT loop, MCP is bus not compressor, savings % depends on baseline size.",
"is_bot": false,
"headline": "docs: publish loop-stack economy PDF (pizza/bars/barramento)",
"author_name": "Simplicio, Wesley (ext)",
"author_login": null,
"committed_at": "2026-07-29T01:56:09Z",
"body_truncated": false,
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{
"oid": "9fa8bd0cc12a2b4f2ef715216c6cdd63d992de23",
"body": "release: simplicio-loop 3.38.10",
"is_bot": false,
"headline": "Merge pull request #868 from wesleysimplicio/release/3.38.10",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:55:11Z",
"body_truncated": false,
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{
"oid": "8536c07ed74f89051e32996b0cd96330b32055a4",
"body": "…ime optional)\n\nForce Runtime MCP for token economy when simplicio is available; REQUIRE_RUNTIME/EXECUTION_PROFILE stay auto so standalone loop never requires Runtime.",
"is_bot": false,
"headline": "release: simplicio-loop 3.38.10 (MCP force when Runtime present, Runt…",
"author_name": "Simplicio, Wesley (ext)",
"author_login": null,
"committed_at": "2026-07-29T00:54:52Z",
"body_truncated": false,
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{
"oid": "f40b6e6caf157ce7af4502e66ce2856155623155",
"body": "…tional\n\nfix(loop): Runtime optional — MCP force only when present",
"is_bot": false,
"headline": "Merge pull request #867 from wesleysimplicio/fix/mcp-force-runtime-op…",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:53:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5d27d672932d3ec9b52bc0dadfc927b360a6955",
"body": "REQUIRE_MCP no longer implies Runtime is mandatory. EXECUTION_PROFILE=auto; action_gate enforces MCP-first only when simplicio is on PATH; standalone mapper+dev-cli continues without Runtime.",
"is_bot": false,
"headline": "fix(loop): Runtime optional — MCP force only when simplicio present",
"author_name": "Simplicio, Wesley (ext)",
"author_login": null,
"committed_at": "2026-07-29T00:53:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "779a713bec04b1c27941a0bd4f99988a8876c619",
"body": "feat(loop): FORCE Simplicio Runtime MCP on every LLM host",
"is_bot": false,
"headline": "Merge pull request #866 from wesleysimplicio/feat/force-simplicio-mcp",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:48:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd9a2e1392612df3f9d42693b91277ad48cc09b5",
"body": "Wire SIMPLICIO_REQUIRE_MCP / SIMPLICIO_MCP_FORCE like STRICT: host-rule surfaces, loop-env, mcp_force_sync registration, and PreToolUse action_gate blocks bulk host Read/Grep/cat of source so agents use simplicio_map/search/memory/gate/edit for token economy.",
"is_bot": false,
"headline": "feat(loop): FORCE Simplicio Runtime MCP on every LLM host",
"author_name": "Simplicio, Wesley (ext)",
"author_login": null,
"committed_at": "2026-07-29T00:47:55Z",
"body_truncated": false,
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{
"oid": "c7eabe544959691dd1ce0707b5228e94be6d2c8b",
"body": "…#865)\n\nAdd comparative table (wall time, est. tokens ~90% savings, commands) and\nlink the PDF under docs/evidence for the simplicio-agent #17 P0 slice.\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "docs(readme): publish measured issue #17 loop vs baseline benchmark (…",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:36:18Z",
"body_truncated": false,
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{
"oid": "14057a0e453f90866deec7ca11e04d54dfff7dbb",
"body": "…) (#864)\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "release: simplicio-loop 3.38.9 (multi-LLM floor + client integrations…",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:25:29Z",
"body_truncated": false,
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},
{
"oid": "f03920ec0456157ba312043ed385365c6a191d1c",
"body": "…ks (#863)\n\n- packaging/host-rules + host_rule_sync for Claude/Codex/Grok/Cursor/VS Code/Antigravity/Kiro/Hermes\n- arm_drain_prism.py for multi-slot drain scratchpad\n- install_lib: grok runtime, stronger entry block, action_gate PreToolUse, auto rule sync\n- MULTI_LLM_CONTRACT.md; Orca remains client opt-in only\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "feat(loop): multi-LLM host floor — rules, Prism arm, Grok, STRICT hoo…",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:24:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2a33127af0693353a26e6cbc6af22d58504ed0c",
"body": "…862)\n\nRemove Orca lifecycle sync from the default runner path. Host integrations\n(Orca cards, boards, chat) enable only via SIMPLICIO_LOOP_CLIENT_INTEGRATIONS\nor .simplicio/client-integrations.json. Stop framing intake as Orca-required.\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "fix(loop): Orca off by default; client-requested integrations only (#…",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:18:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef3f5f3de2b57706d49b8d905e021b7fa3b328ec",
"body": "Co-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "fix(loop): align version surface fallbacks to 3.38.8 (#861)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:04:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c64fa640d5ec6c97993a3ee243b9fda8210c9d00",
"body": "Co-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "release: simplicio-loop 3.38.8 (Prism drain complete) (#860)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-29T00:01:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10b995f7a30688b48da97e9d310fa2d563e83800",
"body": "Maps each open Prism issue to modules and pytest commands that already\npass on main (73 tests). Pins remain cli>=0.18, mapper>=0.26, fast>=2.0.16.\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "docs(prism): measured close evidence for #845-852, #819, #801 (#859)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T23:59:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f3e3346ca80d3de42c4608cda7ef454d10bd47d",
"body": "Consume the final Mapper 0.26.0 npm metadata correction and keep the Loop submodule manifest, documentation, receipt, and changelog synchronized.",
"is_bot": false,
"headline": "chore(prism): pin final Mapper 0.26.0 metadata (#858)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T23:42:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3dcddafe6cb67654c2e8dde29b3133c7a600e945",
"body": "Consolidate the final Mapper 0.26.0, Dev CLI 0.18.0, and Fast 2.0.16 verified pins; align 3.38.7 distribution and bootstrap surfaces; preserve strict admission/dispatch gates; and serialize SQLite lease startup. Core gate: 4359 passed with zero regressions.",
"is_bot": false,
"headline": "fix(loop): verify final Prism operator pins and core gates (#857)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T22:49:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd3a5a35efa72300e4349f7c04a7ce4bdad63cd4",
"body": "…y 3.38.7 (#856)\n\nRaise operator floors, sync version fallback, update component gitlinks, harden Windows subprocess/lock paths for Prism integrity and e2e benchmarks.\n\nCloses #851\n\nCloses #845\n\nCloses #846\n\nCloses #847\n\nCloses #848\n\nCloses #849\n\nCloses #850\n\nCloses #852\n\nCloses #819\n\nCloses #801\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "feat(loop): pin mapper 0.26 / cli 0.18 / fast 2.0.16 + Prism integrit…",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T21:43:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "324713e4137dc0cd12fb8e2e7173e10188a5dc51",
"body": "Strict mode requires bound operators (mapper/cli/fast) and blocks host hand-edits when SIMPLICIO_LOOP_STRICT is set. Preflight and loop_stop enforce the stack. Orca lifecycle sync is disabled by default; enable with SIMPLICIO_LOOP_ORCA_LIFECYCLE_SYNC=1.\n\nCo-authored-by: Simplicio, Wesley (ext) <wesley.simplicio.ext@siemens-energy.com>",
"is_bot": false,
"headline": "feat(loop): strict operator/runtime mode + Orca opt-in only (#855)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T20:33:19Z",
"body_truncated": false,
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},
{
"oid": "6afe6ad1501be2fe674f3edf4c3d6b0963f5095a",
"body": "* feat(prism): freeze hierarchical execution contracts\n\nImplements the Python contract foundation for #845 with content-addressed Prism, slot, and task ownership types, HBP golden fixtures, fail-closed conformance cases, and authority documentation.\n\n* feat(prism): schedule accountable task agents\n\n\n[…]\nixture\n\n* fix(packaging): restore worktree cleanup mirror parity\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>\nCo-authored-by: wesleysimplicio <6108320+wesleysimplicio@users.noreply.github.com>",
"is_bot": false,
"headline": "Feat/prism execution 845 852 (#854)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T20:10:19Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0dcd74bcfea7b06629d54f11d3d64c62991c58af",
"body": "* feat(prism): freeze hierarchical execution contracts\n\nImplements the Python contract foundation for #845 with content-addressed Prism, slot, and task ownership types, HBP golden fixtures, fail-closed conformance cases, and authority documentation.\n\n* feat(prism): schedule accountable task agents\n\n\n[…]\nixture\n\n* fix(packaging): restore worktree cleanup mirror parity\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>\nCo-authored-by: wesleysimplicio <6108320+wesleysimplicio@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(prism): execução hierárquica, recovery, budgets e benchmark (#853)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T20:00:05Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "54db9edf78f9ad4dc6422ad259119c5bd1e48e6c",
"body": "Document full-stack boundaries and evidence rules for the loop as the\necosystem convergence layer.",
"is_bot": false,
"headline": "docs: add canonical Simplicio ecosystem contract to AGENTS.md",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T19:05:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "179a66e783144fbf9c739f9f8f5709824de9b4dd",
"body": null,
"is_bot": false,
"headline": "test(loop): audit Fast native backend receipt (#197) (#844)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T16:56:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3444611d74e820640106645fdfb20c8b458b0696",
"body": "* feat(loop): audit Fast generation receipts (#196) (simplicio_loop/fast_receipt_audit.py)\n\n* feat(loop): audit Fast generation receipts (#196) (tests/test_fast_receipt_audit_196.py)",
"is_bot": false,
"headline": "feat(loop): audit Fast generation receipts offline (#843)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T16:52:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7b726c489dd2bfe570db6a630c79b2d6104ef67",
"body": "* feat(loop): admit Mapper context packets through Fast (#383)\n\n* test(loop): verify context packet admission bindings (#383)",
"is_bot": false,
"headline": "feat(loop): admit Mapper context packets through Fast (#842)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T16:47:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1636235aaaeaa1c7b52a0e4e0f51629de8965ab",
"body": "Closes #794. Adds metadata-only LiteRT detection, Runtime-owned CPU/GPU/NPU leases, bounded fair queues, backpressure, cancellation, explicit fallback, receipts, load benchmark and two-host E2E.",
"is_bot": false,
"headline": "feat(loop): add Runtime-owned LiteRT device fabric (#841)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T16:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f0c733a863eca9afea9d443712de9ad1522eea2f",
"body": "Publishes clean-install raw baseline/integrated measurements, frozen environment and wheel hashes, deterministic fault injection, no-duplicate recovery, quality and dataset hash evidence.",
"is_bot": false,
"headline": "test(loop): publish integrated conformance benchmark (#816)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T16:28:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a7bef68170f871af3acd89c92a4757aa0db0b5d8",
"body": "Adds generic address/capability/envelope contracts, real Hookwall routing, bounded recovery with immutable addenda, mandatory quality evidence, installed single/cross-repo E2E and measured 1/20/100/600 stress.",
"is_bot": false,
"headline": "feat(loop): complete canonical Agent Fabric (#765)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T16:20:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "677846da1ec75f4b8e7fbb70c68c81707c145b9c",
"body": "Persists installed-wheel E2E and measured 0/1/100/10k-gap, 10k-address and 1/20/100-slot cross-repository benchmark evidence.",
"is_bot": false,
"headline": "test(loop): prove installed Mapper Fast Loop custodian flow (#784)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T16:11:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f012624c82072a95aa15ff2b81e4e31ef53f43e",
"body": "Closes #785. Adds replay-bound terminal authority, installed artifact/source re-query, regression invalidation, explain, 600-item stress and Completion Auditor selftest coverage.",
"is_bot": false,
"headline": "feat(loop): enforce Work Gap completion authority (#837)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T16:11:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65b209cd7507ea19a531a706243be3334e2e7d70",
"body": "Adds atomic lifecycle persistence, real Hookwall pre/post gating, idempotent replay, cancellation, TTL and bounded backpressure.",
"is_bot": false,
"headline": "feat(loop): host Hookwall-gated custodians (#784)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T15:58:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "159e9b602ef80ea34ff881b19e730b94d77d9c23",
"body": "Closes #815. Adds impact-driven validation, content-hash cache invalidation, fail-closed promotion, receipts, metrics, tests and measured benchmark.",
"is_bot": false,
"headline": "feat(loop): add progressive impact validation (#835)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T15:53:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11569cff3d04f7c4eb90d1ae01b52028a65dbc89",
"body": "Durable atomic idempotency/effect ledger, sealed mutation envelope, fail-closed replay/tamper controls, rollout receipts, cross-repo inventory, and measured benchmark.",
"is_bot": false,
"headline": "feat(loop): persist Hookwall effect boundary (#783)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T15:49:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9b903fd0fae86543ca980d2efde4a6f48de24e3",
"body": "Adds canonical SHA-256 HBP receipts, previous-hash chaining, full run bindings, AC evidence mapping, offline verification and independent completion verdicts.\n\nCloses #813.",
"is_bot": false,
"headline": "feat(loop): add offline HBP completion oracle (#813)",
"author_name": "Wesley Simplicio",
"author_login": "wesleysimplicio",
"committed_at": "2026-07-28T15:39:32Z",
"body_truncated": false,
"is_coding_agent": false
},
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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": [
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"deps.dev does not index pypi:simplicio-loop@3.38.13; advisories assessed against the repository dependency graph instead"
],
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"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/wesleysimplicio/simplicio-loop.svg",
"full_name": "wesleysimplicio/simplicio-loop",
"license_state": "standard",
"license_spdx": "MIT"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.