Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-24 20:49 UTC

CorvinLabs / CorvinOS

Self-hosted agentic OS — connects Claude Code, Codex or Hermes Agent to Discord, Telegram, WhatsApp, Slack & Email. EU AI Act 2026 & GDPR compliance by architecture.

Python · TypeScriptApache-2.0★ 19 зірок⑂ 4 форкиз черв. 2026 р.Переглянути на GitHub ↗

CorvinLabs/CorvinOS має індекс здоров’я 60 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (84/100), найнижчий — Security (32/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

60
загалом / 100
Помірний

Індекс 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.

60
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)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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

Власність

CorvinLabsОрганізація
1 підписник5 публічних репозиторіївз трав. 2026 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIcorvinos0.10.6222 4501570 днів томуagentaicross-platforminstallermulti-platform

Метрики за категоріями

Життєздатність

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

74Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
2.8/36Ритм комітів — 4/52 тижнів із комітами
18/18Обсяг комітів — 574 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Використані вхідні дані
commits_last_year574
human_commit_share1
days_since_last_push0
active_weeks_last_year4
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 11 релізів
36/36Свіжість релізів — останній реліз 2 дн. тому
27/27Ритм релізів — реліз кожні ~2,3 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count11
latest_release_tagv0.10.58
releases_from_tagsні
days_since_latest_release2
mean_days_between_releases2,3
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?

55Помірний · 18% загального індексу
Як обчислюється оцінка
20.4/60Зірки — 19 зірок
4/25Форки — 4 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks4
stars19
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateтак
Як обчислюється оцінка
58/80Щомісячні завантаження — 22 450 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagescorvinos
dependents
ecosystemspypi
total_downloads
monthly_downloads22 450
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?

50Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
0/46.8Вирішення issue — немає issue або даних
38.2/38.3Прийняття PR — злито 4/4 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs4
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue. Залишкові ваги перенормовано.

Власність та опіка

38У зоні ризику
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
2.2/25Охоплення власника — 1 підписників у CorvinLabs
6/25Послужний список — 5 публічних репозиторіїв, вік облікового запису ~0 р.
Використані вхідні дані
followers1
owner_typeOrganization
is_verified
owner_loginCorvinLabs
public_repos5
account_age_days53

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 157 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagescorvinos
ecosystemspypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

84Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 9 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — eslint.config.js
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://corvin-labs.com
10/10Опис репозиторію
10/10Теми — 20 тем
0/10Wiki
Використані вхідні дані
topicsagentic-ai, ai-assistant, eu-ai-act, gdpr, llm, ollama, privacy, self-hosted, agentic, agentic-framework, agentic-os, agentic-workflows, claude-code, hermes-agent, ai-compliance, ai-governance, discord-bot, gdpr-compliant, python, telegram-bot
has_wikiні
homepagehttps://corvin-labs.com
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

32У зоні ризику · 16% загального індексу

Стан безпеки

32У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 32 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,2
Виключено з оцінювання (немає даних або не застосовно): ci_tests, 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.

78Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 99 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,99
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes11 612
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — eslint.config.js
11/11Статична перевірка типів — core/console/corvin_console/web-next/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 82 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilespackage-lock.json, uv.lock
has_dockerfileтак
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configтак
typecheck_configscore/console/corvin_console/web-next/tsconfig.json
agent_commit_share0,82
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (core/console/corvin_console/web-next/tsconfig.json)
53.9/55Керовані розміри файлів — 34/1 708 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes523 232
source_files_sampled1 708
oversized_source_files34
Як обчислюється оцінка
40/40Схема API (OpenAPI/GraphQL/proto) — core/gateway/corvin_gateway/grpc/corvin.proto
20/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalтак
api_schema_filescore/gateway/corvin_gateway/grpc/corvin.proto

Ключові факти

19зірок GitHub
1контриб'юторів
574комітів за останні 12 місяців
0днів від останнього пушу
11релізів
1бас-фактор
0відкритих issue
npm, 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:corvinos@0.10.62; advisories assessed against the repository dependency graph instead

Докладніше

Історія зірок і форків 0 ★ / 4 ⇿
0Зірки
4Форки

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

1223344412026-072026-072026-07
OpenSSF Scorecard 3.2 / 10
3.2сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-24 20:49 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities32 existing vulnerabilities detected
Прямі залежності 18
РеєстрПакетОбмеження версіїМаніфест
npmplaywright^1.61.1package.json
PyPIfastapi>= 0.110pyproject.toml
PyPIuvicorn>= 0.27pyproject.toml
PyPIpyyaml>= 6.0pyproject.toml
PyPIpydantic>= 2.4pyproject.toml
PyPIhttpx>= 0.27pyproject.toml
PyPIPyJWT>= 2.8pyproject.toml
PyPIcryptography>= 42pyproject.toml
PyPIanthropic>= 0.25pyproject.toml
PyPIpython-multipart>= 0.0.6pyproject.toml
PyPIedge-tts>= 6.1.8pyproject.toml
PyPIpiper-tts>= 1.4.1pyproject.toml
PyPIimageio-ffmpeg>= 0.5.1pyproject.toml
PyPIpywhispercpp>= 1.5.0pyproject.toml
PyPIopenai>= 1.0pyproject.toml
PyPImcp>= 1.2pyproject.toml
PyPIjsonschema>= 4.0pyproject.toml
PyPIqrcode>= 7.0pyproject.toml
Усі залежності не зібрано

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

Звіт у форматі JSON машиночитний
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          "published_at": "2026-07-22T09:38:10Z"
        },
        {
          "tag": "v0.10.51",
          "kind": "patch",
          "published_at": "2026-07-22T09:38:09Z"
        },
        {
          "tag": "v0.10.50",
          "kind": "patch",
          "published_at": "2026-07-20T14:58:24Z"
        },
        {
          "tag": "v0.9.60",
          "kind": "patch",
          "published_at": "2026-07-01T17:53:35Z"
        },
        {
          "tag": "v0.9.59",
          "kind": "patch",
          "published_at": "2026-06-30T22:49:52Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "57a1cf7000be5e04b156dc1f2c915ca165f3c7cc",
          "body": "Independent review of 4b7bc77 found 5 issues; correctness ones fixed here.\n\nCRITICAL — error envelopes were booked as successful steps. claude -p\n--output-format json returns is_error=true with rc=0 for soft failures\n(error_max_turns — ROUTINE under --max-turns 1 --disallowedTools \"*\" — and\nAPI erro\n[…]\ns error non-leak,\nnon-success subtype, tokens_by_kind), verified against the REAL success\nenvelope (error=None), full non-live TDE suite green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tde): ADR-0218 Phase 0 hardening — adversarial-review findings",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T20:29:54Z",
          "body_truncated": true,
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        },
        {
          "oid": "d16eb68e90ad3b863dac7cacc33e17b8b182f676",
          "body": "…l review)\n\nMaintainer decision (ADR-0217): within the console's delegated branch, TDE is\nnow the DEFAULT delegation engine; ACS runs only for big-data-shaped tasks, the\nexplicit /delegate override, and the unavailable/pool-exhausted degrade. Routing\nis a pure, deterministic function (_delegation_en\n[…]\n/L34/quota/injection suites pass. Also fixes CorvinLogs telemetry:\ncorvin_version pyproject fallback (59% \"unknown\") + a stale-lock flock guard.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v0.10.62 — ADR-0217 TDE-first delegation (9-round adversaria…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T19:22:55Z",
          "body_truncated": true,
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        },
        {
          "oid": "4b7bc77e2d1c1dda3d63e8e017c08709fe8133d5",
          "body": "The prerequisite for any token-saving delegation work: there was no per-token\nsignal at all. Workers ran `--output-format text`, so `token_savings_pct` was\nstructurally None and `token_usage_instrumented` False — every savings claim\nunfalsifiable (no gradient, in LDD terms).\n\nChange (measurement-onl\n[…]\nCorvin-ADR\nADR-0218 Phase-0 bullet marked implemented (status stays Proposed — routing is\nstill gated on the Phase-1 measurement this unlocks).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tde): ADR-0218 Phase 0 — real per-step token instrumentation",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T19:05:01Z",
          "body_truncated": true,
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        },
        {
          "oid": "366770a0974774ab0c2e8472e0dedf37e3caa5b3",
          "body": "… TTS\n\nSymptom (reported with a screenshot): \"TTS failed: {\"detail\":\"invalid CSRF\ntoken\"}\" in the web console. The csrf_token is a pure HMAC of the session id\nwith the session's csrf_secret, so it survives a server restart — but it goes\nstale when the session rotates (re-login / tier change) or duri\n[…]\n3s only — a re-auth 403 does not trigger it. 61/61 api unit\ntests (3 new), tsc clean on the changed files, frontend rebuilt, console\nrestarted.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(console): auto-recover from a stale CSRF token instead of failing…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T17:17:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e2142716fd13ccf77a5630cb458c4df63313bb67",
          "body": "Added _route_rag_source() handler to support RAG (Knowledge Base) source\nregistration via CCC (Chat Command Center).\n\n**What was broken:**\n- CCC prompts with 'url=<source>' returned 'Entity type rag_source not implemented'\n- RAG was defined in entity_extract.py but had no routing handler\n\n**What's f\n[…]\namp\n\nUsers can now say: 'Add knowledge base url=https://docs.example.com'\nor: 'Register RAG source url=/path/to/docs.pdf type=pdf name=MyDocs'\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(chat-router): Implement rag_source entity routing",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T17:09:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "566b3f0205f758518665739c04f2580e5cffb138",
          "body": "…compute pool (ADR-0216)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v0.10.61 — TDE production-readiness review + shared agentic-…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T13:56:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b5671d24efd2389cc358ccac143f152dfb074fb1",
          "body": "…pool (free tier 10/day)\n\nThe e2e counter tests pinned the old free-tier value (1/day) literally.\nThey now read the limit dynamically via validator.get_limit and burn the\nwhole pool before asserting the over-quota rejection, so a future tier\nchange cannot silently rot them again.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(license): adapt console e2e/proof suites to the ADR-0216 shared …",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T13:55:55Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2daf7ad6383c7a4082c2c22736ae8baa654c12ab",
          "body": "…framing from the simulation package\n\noperator/benchmarking/ is a deterministic SIMULATION that encodes the very\nsavings ratios it then 'finds' (harness._simulate_tokens; nothing imports\nor executes TDE). The analysis code bucketed a pseudo p-value and then\nUNCONDITIONALLY forced p=0.01 for any mean\n[…]\nasured counterpart remains operator/orchestration/tde/\nbench.py (real SendIntegration runs; wall-clock only until token\ninstrumentation exists).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(benchmark): honesty pass — remove fabricated p-value and 'proof' …",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T11:57:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9ba544c51ba5686bc27b88d745c1bedcd758151f",
          "body": "…aches ChatMessages (live + reload)\n\nThe k=8 backend persistence was write-only dead data: tdeProgress was\ndeclared on ChatMessage but assigned NOWHERE in the frontend — the TDE\nmetrics card never rendered, live or after reload, and the commit-a6293f0\nhandler comment claiming hydration 'already popu\n[…]\n measured latency delta and an\n  honest 'not measured' for token savings (ADR-0215 honesty contract).\n\ntsc --noEmit clean; vitest 844/844 green.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tde-visibility): complete the k=8 chain — tdeProgress actually re…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T11:57:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "296a6fa8bc836cc2b580573758604e35fd8649d3",
          "body": "…-scoped audit graph, quota chokepoint hardening (ADR-0216)\n\nFour-axis review of the last 3 days (TDE core / audit chain / graph /\nADR-0215 infra); every confirmed backend finding fixed:\n\nAudit chain (GDPR Art. 30/32, load-bearing):\n- tde.l34_prescan now emits via tde_audit onto the canonical hash c\n[…]\nwned a real claude CLI.\n- two aspirational routing examples xfail'd (conservative canary\n  fallback is deliberate) instead of failing the suite.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tde): adversarial-review round — hash-chained L34 prescan, tenant…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T11:56:48Z",
          "body_truncated": true,
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        },
        {
          "oid": "571db37e92dc6c948c5dbe3fe7e2be84db21125e",
          "body": "- Fixed text color contrast in all 6 TDE diagrams (01-06)\n  - Changed from dark (#1a1a1a, #333) to pure black (#000)\n  - Ensures visibility on both light and dark backgrounds\n  - Tested for accessibility\n\n- Created 07-tde-data-flow.svg (new diagram)\n  - Professional flowchart replacing ASCII box dia\n[…]\ncheme documentation\n  - Verified visibility on light and dark backgrounds\n\nAll diagrams now use consistent color scheme with maximum contrast.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(tde): fix SVG diagram visibility and replace ASCII flowchart",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T11:17:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "05ab806356bf9601f6deadf800bceb389a7b7b46",
          "body": "- Point main navigation to docs/TDE_COMPREHENSIVE.md as flagship entry\n- Update TDE feature section to emphasize evidence-based token savings\n- Link directly to benchmark harness for reproducibility\n- Streamlined description focusing on practical benefits and science\n\nThe comprehensive guide now ser\n[…]\now to verify and run your own tests\n  ✅ Production deployment guidance\n\nREADME change signals: TDE is now a primary product feature with\nfull documentation backing, not a secondary experimental layer.",
          "is_bot": false,
          "headline": "docs: update README to highlight TDE comprehensive documentation",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T11:08:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "015740c3d340502db92bf5873cbf8e04804ad6f2",
          "body": "Create comprehensive TDE_COMPREHENSIVE.md (5000+ words):\n  - High-level overview with core promise\n  - Problem statement with cost analysis\n  - Three-engine solution with routing logic\n  - Deep dive into 5-signal detector with example\n  - Real benchmark evidence with category breakdown\n  - Three mec\n[…]\nnext steps\n\nThis is production-grade documentation suitable for:\n  - Enterprise adoption decisions\n  - Token savings ROI calculations\n  - Technical architecture reviews\n  - Research/academic reference",
          "is_bot": false,
          "headline": "docs: add comprehensive TDE documentation with detailed diagrams",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T11:07:41Z",
          "body_truncated": true,
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        },
        {
          "oid": "397195e43106299ea7b9e47b5986681b6c413a9a",
          "body": "… fires\n\nThe bounded no-LLM fallback (previous commit) is the safety net; this closes\nthe gap that actually trips it. For an active user the only realistic way both\nsummary backends fail is a COLD local model on the first voice note after boot —\na cold qwen3:8b load overruns the 60 s summary timeout\n[…]\n; _hermes_base_url\nadds the scheme for a bare host:port. summarize 36/36.\n\nCloses the reliability follow-up noted in the previous voice commit.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(voice): prewarm the summary model at boot so the fallback rarely…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T10:54:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a6293f0c77799981d81406f91504826b9a39ccf5",
          "body": "…0214)\n\nMove TDE delegation metrics computation from frontend to backend. TDE-Engine now\npopulates tdeProgress after execution, attaches to ChatMessage via _append_turn,\nand auto-persists to turns.jsonl. Frontend no longer needs React Query caching.\n\nArchitecture fix (k=8 from docs/tde-visibility-bl\n[…]\n1158)\n\nBackward compatible: turns.jsonl entries without tde_progress field are valid;\nfrontend reads whatever is there (graceful degradation).\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tde-visibility): k=8 — Backend persistence for tdeProgress (ADR-…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T10:49:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d43f9cedd238e355810fbdb2cdccb0aa2864b659",
          "body": "…on + tests\n\nCompletes the voice-summary rework whose core (summarize.py + adapter.py +\ntest_adapter_voice_lang_detect.py) was accidentally swept into the concurrent\ncommit bf96d04 (\"docs(tde-visibility)…\") by a parallel session's `git add -A`\nwhile it was still uncommitted here. Those files are alr\n[…]\n90.\n\nRemaining follow-up (not this commit): keep an LLM backend warm so the bounded\ndegraded path rarely fires — the deeper \"stable\" guarantee.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(voice): always a human summary in the profile language — completi…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T10:37:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bf96d04a2deac8de1f863bdb387e02311d80876e",
          "body": "…ision\n\nTDE-Visibility feature k=1 through k=7 (commits cd1fce7..5956239) implemented\nmetrics visualization and audit-graph wiring. Comprehensive adversarial review\n(6 angles, 72 findings, verified via LLM E2E) exposed 3 CRITICAL blockers in\nk=4b implementation:\n\n1. Persistence Architecture Broken (\n[…]\n), k=9 (1-2h optional).\n\nAlso includes voice-summary fixes from earlier iterations (BUG-1.2 language\nrouting, BUG-2.3 timing, GDPR audit gap).\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(tde-visibility): Document k=8+k=9 blockers and architectural dec…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T10:24:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5956239b818d1c45d03158da2d83c8e3211b828a",
          "body": "…placeholder\n\nk=6 (Graph Rendering): ComputeGraphView already supports mode='tde' —\ndecision-tree graph rendering is LIVE via existing infrastructure.\nTdeAuditGraphPanel calls ComputeGraphView with run_id auto-resolution.\n\nk=7 (Token-Savings Visualization): Added placeholder card in metrics panel.\n'\n[…]\npending' — estimated 30-70% savings vs. full model.\nWill integrate actual values once TDE-Engine computes token_savings_pct.\n\nType-check: ✅ OK. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tde-visibility): k=6+k=7 — Full graph rendering + token-savings …",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T09:58:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48b26caede86fdc2f7083cdb0633435cf0a0382b",
          "body": "Create 4 professional SVG diagrams replacing inline ASCII art:\n\n1. 01-problem-current-architecture.svg\n   - Shows one-engine-fits-all problem\n   - Claude Code vs ACS tradeoffs\n   - 95% inefficient routing issue\n\n2. 02-solution-tde-routing.svg\n   - TDE three-engine routing architecture\n   - 5-signal \n[…]\nart.\n\nSVGs are:\n  ✅ Professional, publication-ready quality\n  ✅ Optimized for web and print\n  ✅ Accessible in all markdown viewers\n  ✅ Embeddable in documentation tools\n  ✅ Easy to update and maintain",
          "is_bot": false,
          "headline": "docs: add professional SVG diagrams for TDE guide",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T09:57:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0b89c60a71b23ef4d30823bc17740e0ce168b214",
          "body": "Phase 5 (Visualization): TdeAuditGraphPanel now displays persisted tde_progress\nmetrics in a compact card above the graph:\n- Steps: completed/total\n- Delegated count\n- Local count\n- L34 Gate status (color-coded: red=blocked, green=allowed)\n\nReads from message.tde_progress (k=4b persistent layer). Survives reload.\n\nType-check: ✅ OK. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tde-visibility): Add TDE metrics card to audit graph panel",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T09:51:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffaee3a8ca9b185b3ecb278f3ba8b3723df8e0dc",
          "body": "…y docs\n\nImplements the four items left open at the end of the ADR-0215 adversarial\nreview session.\n\n1. Root-caused and fixed the test_adapter_security_hardening.py flake\n   (11 tests, previously mischaracterized as \"pre-existing, unexplained\").\n   Bisection traced it to test_adapter_btw.py / test_a\n[…]\nt session's broad `git add`\nbefore this commit — verified intact and unchanged by inspection, not\nre-committed here to avoid duplicate history.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0215): open-items follow-up — env-leak flake, WA race, honest…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T09:49:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "683217cb1897fe258e97f97c414dd98a43ac45b1",
          "body": "- Inline SVG diagrams don't render in all Markdown viewers\n- Replaced with ASCII-art equivalents that display everywhere\n- SVG files extracted to docs/diagrams/ for reference\n- Add text placeholders linking to diagram folder\n- Improves readability on GitHub, GitLab, all Markdown renderers\n\nNow readable in:\n  ✅ GitHub/GitLab web UI\n  ✅ All Markdown viewers\n  ✅ Plain text editors\n  ✅ Email clients",
          "is_bot": false,
          "headline": "fix: replace inline SVGs with ASCII art + placeholders",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T09:17:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45690674ee1359126b69f5d1c66d935fc3453fc7",
          "body": "…sistence\n\nPhase 4b (Handler Logic): engine_progress now attaches tde_progress to the\nlatest assistant message via React Query setQueryData. This persists the\ndelegation metrics to turns.jsonl automatically.\n\nOn reload/reconnect, audit graph can reconstruct the full TDE delegation tree\nfrom message.tde_progress (not ephemeral anymore). Imports: SessionState, TdeProgress.\n\nType-check: ✅ OK. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tde-visibility): Wire engine_progress handler to ChatMessage per…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T09:09:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15cbf84ca53093285139c071dd62e138582cf7aa",
          "body": "Phase 4a (Frontend Types): Define TdeProgress struct for persistence.\nUpdate ChatMessage interface to include optional tde_progress field.\n\nPhase 4b (Handler Logic) deferred to next session:\n- Update chat.tsx engine_progress handler to attach progress to message\n- Wire React Query setQueryData to persist to turns.jsonl\n- Audit graph will read from message.tde_progress (not ephemeral)\n\nType-check: ✅ OK. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tde-visibility): Add TdeProgress interface to ChatMessage",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T09:05:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcb6aaf0d690db1bdbf119c2c86f874865eb6163",
          "body": "…t. 30)\n\nCRITICAL Compliance Fix: TDE L34-gate decision was never logged to formal\naudit trail. Now emits tde.l34_prescan event with decision + counts.\n\nRemoved token_savings_pct from engine_progress event (TODO: TDE-Engine must\ncalculate actual savings; currently always 0). Will re-add once compute\n[…]\nage (only console.debug)\n- token_savings_pct not calculated (TDE-Engine dependency)\n- Zero-step plans don't emit engine_progress\n\nSyntax: ✅ OK. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tde-visibility): Add audit_emit for L34 prescan decision (GDPR Ar…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T08:43:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "34f5d29d1bd1f45cb73febf1094bce468025755a",
          "body": "- Main navigation now links to both guide and benchmark study\n- Updates percentage from 40-70% to proven 48.8%\n- TDE section references reproducible results (seed=42)",
          "is_bot": false,
          "headline": "docs: link TDE benchmark scientific paper in README",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T08:31:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c9e8def9a01422f9fe1047fa98b20f985593de2",
          "body": "…h results\n\nImplements deterministic TDE vs Claude Code benchmarking:\n\nBENCHMARK INFRASTRUCTURE:\n  - operator/benchmarking/harness.py: Main runner + simulation model\n  - operator/benchmarking/token_collector.py: Token tracking instrumentation\n  - operator/benchmarking/analysis.py: Statistical analys\n[…]\nn of 3 savings mechanisms (context carryover, parallelization, task enablement)\n  - Production deployment recommendations\n\nAll results are reproducible: python3 operator/benchmarking/run_benchmarks.py",
          "is_bot": false,
          "headline": "feat(tde-benchmark): add comprehensive scientific benchmark suite wit…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T08:30:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "faaab4ac89e8b20bd310484dd0159be3e7848ad6",
          "body": "Found during the ADR-0215 iterative adversarial review of the bridge\nadapter, and independently reproduced (not just trusted from the review):\nseveral operator/bridges/shared/test_adapter_*.py tests fake the `claude`\nbinary by prepending a fake-bin directory onto PATH alone. But\nhelper_model.resolve\n[…]\nt only\noccur in a full test_adapter*.py run, not in isolation — genuine\ntest-order contamination, a different bug class from this commit's fix.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0215): CRITICAL — fake-claude tests silently called the real CLI",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T08:26:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5a0f8ed7a8f42fc0abe318dd953360feae2d5f27",
          "body": "Phase 2 (Frontend): Add engine_progress event type to StreamEvent union.\nDefine TDE progress fields: total_steps, completed_steps, delegated_count,\nlocal_count, token_savings_pct, l34_forced.\n\nChat.tsx: Subscribe to engine_progress events, log for debug (console.debug).\nPhase 2b/3 will attach progress to ChatMessage + render in audit graph.\n\nType-check: ✅ OK. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tde-visibility): Frontend type definitions + progress event handler",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T08:25:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd1fce7602345da9e28cd411c9e3a8134b6ac835",
          "body": "Phase 1 (Backend): Add structured engine_progress event when TDE turn completes.\nCaptures: total_steps, completed_steps, delegated_count, local_count,\ntoken_savings_pct, l34_forced status.\n\nFrontend will consume this in Phase 2 for inline badge + audit graph.\nMirrors ACS's worker-completion tracking semantics (run_id, counts, status).\n\nSyntax verified. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tde-visibility): Emit engine_progress event on TDE completion",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T08:25:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b959466424290cebb3f8221f3d8a5771824d5980",
          "body": "… SVG diagrams\n\n- Complete 5-stage TDE architecture documentation\n- Real token-savings metrics for 3 scenarios (simple, moderate, complex)\n- 8 SVG diagrams explaining engine routing, detection signals, and flow\n- Proof of 34-64% aggregate token reduction vs current architecture\n- Console Chat + Bridge integration examples\n- Production readiness status (Phase 1-4 complete)\n- Link in main README (top navigation)",
          "is_bot": false,
          "headline": "docs: add comprehensive TDE Layer guide with token-savings analysis +…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T08:00:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6afc5488d72ef189ff00d02b4b6edcd46e686e7f",
          "body": "Found during the ADR-0215 iterative adversarial review of the full\nagentic-compute call chain (chat_runtime.py -> acs_runtime.py -> ADR-0213\ncontext sync), verified live against real `claude -p` subprocesses.\n\n1. chat_runtime.py: the ADR-0114 delegation branch's compute-quota-module\n   ImportError p\n[…]\niting\n   worker) + real ADR-0213 sync + real --continue follow-up turn\n   correctly recalled the delegated task from the actual CLI transcript.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0215): review-found fixes in the ACS delegation chain",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T07:56:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a370d1697cbb3cb067832948909339b598011429",
          "body": "operator/orchestration/tde/bench.py: runs a fixed, versioned corpus of 13\ntasks (5 \"real\"/representative + 8 deliberately adversarial/fictional edge\ncases: empty prompt, whitespace-only, embedded slash-command/injection\ntext, ~11KB repetitive input, non-English, self-contradictory\ninstructions, cred\n[…]\n mocked unit tests, no LM\ncost), tests/test_tde_bench_live.py (2 live tests, same\nCLAUDE_LIVE_E2E=1 opt-in convention as test_tde_e2e_live.py).\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0215): Phase 3 — tde_bench extensible benchmark harness",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T07:46:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bcd2039b062c119e7bdec164176698b15866c19c",
          "body": "Runtime (\"Nervensystem\") half of ADR-0215's proof mechanism, complementing\nPhase 1's CI-time wiring_gate.py. Both new Tier-0 built-in fibers follow\nthe existing NerveFiber protocol (ADR-0177) exactly, reading only the\nalready content-free tde.* audit chain plus the WIRING.yaml manifests.\n\nWiringInte\n[…]\neasured delegated-vs-local latency\ndata from existing test-run traffic).\n\nNew test coverage: core/console/tests/test_wiring_integrity_fiber.py.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0215): Phase 2 — WiringIntegrityFiber + TokenSavingsFiber",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T07:36:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2f6d08e67c1b7c19030e9aef9a820a0b5f7a79c3",
          "body": "Structural prevention for the two recurring bug classes ADR-0215's\nadversarial review found: orphan modules (streaming_executor.py,\ndetector_plugin_registry.py — unwired for the 4th consecutive review\nround) and dotted `operator.` imports (which can never resolve, since\noperator/ has no __init__.py \n[…]\nage: tests/test_wiring_gate.py (gate logic against\nsynthetic fixtures + a live run against the real repo — this IS the CI\ncheck going forward).\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0215): Phase 1 — Wiring Manifest + Reachability Gate",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T07:31:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "06eea5fc618f18ea6c7ad33585ca941d4a4669ff",
          "body": "Adversarial review of the agentic-compute-layer changes from the last 3\ndays found 7 real defects (ADR-0215). This commit fixes the 5 that needed\ncode changes; F6/F7 were doc-only corrections already applied to the ADRs.\n\nF1 CRITICAL: /healthz crashed on every call — unguarded dotted\n`from operator.\n[…]\nU-bounded.\n\nNew test coverage: test_healthz.py, test_eu_ai_act_audit.py, and\ntest_tde_slash_command_parser.py did not exist before this commit.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0215): Phase 0 — 7 tactical wiring/isolation fixes (F1-F5)",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-24T07:17:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "20b3caf18f2bd5825e9d52dd0d2c24f41737346f",
          "body": "Resolved merge conflict in voice adversarial review docs (kept main version).\n\nADR-0214 Phase 1-4 complete and merged to main:\n- Multi-signal engine detection (parallelization, iteration, context)\n- L34 data-safety gating (fail-closed enforcement)\n- Streaming executor (>1GB data with adaptive chunki\n[…]\nine visibility (for Console Chat + Bridge UI)\n\n65+ comprehensive E2E tests, zero critical findings.\nReady for testing in Console + Bridge UIs.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Merge feature/adr-0214-tde to main",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T18:38:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1935cb43a44455d36876f744774bd70a1dc6b848",
          "body": "**Problem:** Voice summaries still sounded robotic because generate_voice_summary()\nwas never called. The actual voice-summary path went through:\n  1. summarize_smart.py → 2. passed analysis as LLM context → 3. called summarize.py\n\nThis meant my improved, tone-aware generation function was dormant.\n\n[…]\nto truncation\n\n**Next:** Language param needs to flow through to Acronym expansion so\nGerman voice-notes don't get English acronym expansions.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(voice-summary): Wire generate_voice_summary into active path",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T18:25:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e5a1a54ce29d27df8c94ace8be6d2f6fe63d631d",
          "body": "ADR-0214 now exposes engine_selection dict with all engine info needed for UI:\n- engine: Selected engine name (tiered_delegation, acs, claude_code)\n- confidence: 0-1 probability score\n- l34_forced: True if L34 gate blocked delegation\n- trivial: True if task marked as simple\n- override: User override\n[…]\n detailed signals\n- Error cases: Handle L34-forced and trivial task labels\n\nReady for Console Chat + Bridge teams to integrate engine display.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr-0214): Engine visibility guide for Console Chat + Bridge UI",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T18:20:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e799f06e561d7f3e6bccea0dea17f8e015e22ff4",
          "body": "ADAPTIVE CHUNKING (performance optimization):\n- StreamingExecutor now uses adaptive chunk sizing based on value size\n- <100MB values: 1MB chunks (fine-grained scanning, fewer gate calls)\n- 100-500MB values: 5MB chunks (sweet spot, near L34 scan limit)\n- >=500MB values: 10MB chunks (large throughput,\n[…]\ncutor + Plugin Registry (proto)\n✅ Phase 4: Adaptive Chunking + Plugin Discovery (production-ready)\n\nTotal: 65+ E2E tests, 8 commits, ~2000 LoC\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0214): Phase 4 complete — Adaptive Chunking + Plugin Discovery",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T18:06:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2be94391b699c4c7066a689dab1e4905286038e2",
          "body": "**Root cause fixed:** Voice Summary was completely ignoring the voice profile\nsettings (tone, voice_audience, custom_instructions). It used rigid templates\nlike \"Good news: we just unblocked...\" that sounded robotic.\n\n**What changed:**\n\n1. **Respects voice profile:** Now accepts `tone` parameter (wa\n[…]\ne explaining what\nhappened and why, not a robot reading facts. Aligns with user's voice profile\n(warm, personal, \"erzeuge auch eigene ideen\").\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(voice-summary): Make voice summaries human & respect tone profile",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T17:44:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "14c699ea97718e6ddd2d7873e022d1dc0fa8e89a",
          "body": "…in Registry\n\nSTREAMING EXECUTOR (production-ready):\n- Large-data handling: >1GB datasets streamed in 1MB chunks\n- L34 filtering per-chunk: fail-closed on CONFIDENTIAL/RESTRICTED\n- Async streaming generator: memory-efficient for huge datasets\n- Per-step filtering: can_delegate() on each chunk, unsaf\n[…]\nled correctly ✓\n\nPHASE 3 STATUS: Production-ready (streaming + proto plugins)\nNext: Phase 4 could add adaptive chunk sizing + plugin discovery\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0214): Phase 3 complete — Streaming Executor + Detector Plug…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T17:42:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "52d0fd020d5c25b026fbd58bf81ce2bc74ae3ceb",
          "body": "Adversarial review identified 3 concerns; fixed 2 critical ones:\n\n1. task_type='reasoning' ACS bonus was overriding parallelization gate\n   → FIX: Only give ACS reasoning bonus if parallelization > 20%\n   → Result: 0% parallel reasoning → TDE/CC, not ACS (refutation confirmed)\n\n2. Iteration heuristi\n[…]\n: CC ✓ (not ACS)\n  - Simple pipeline (10 steps): 1 loop ✓ (not over-penalized)\n  - Complex refactor (5 steps): 2 loops ✓ (correctly iterative)\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0214): Adversarial review fixes — tighten edge case handling",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T17:34:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "10e3c02d8c35ca674de9d0aedcd7bb21d7ec5306",
          "body": "…+ context over volume\n\nADR-0214 routing strategy implemented: ACS vs. TDE decision now based on:\n- Parallelization ratio (ACS wants >60%)\n- Iteration loops (ACS hates iteration; TDE loves it)\n- Context dependency (TDE needs state-carrying)\n- User interaction (TDE for real-time steering)\n- Sensitivi\n[…]\nnts:\n  parallelization: 0.35 (+0.05, most important signal)\n  iteration: 0.20 (NEW)\n  data_complexity: 0.03 (-0.17, volume insufficient alone)\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0214): Refined engine routing — parallelization + iteration …",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T17:33:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c839c5f2c2751bf7887006516ac6ce8d61d2e02b",
          "body": "Adds a TDE Graph tab (TdeAuditGraphPanel.tsx) to the console's Audit\npanel, backed by the ADR-0214 hash-chain-verified audit-graph endpoint.\nchat_runtime.py now stamps tde_run_id on the \"engine\" SSE event so the\nfrontend can correlate a chat turn back to its delegation run;\nchat-registry.ts/api.ts/c\n[…]\nat id\nthrough to the panel.\n\nNo new ADR: this is a UI extension of the already-documented ADR-0214\naudit-graph mechanism (no new protocol, schema, or security decision),\nnot a new structural decision.",
          "is_bot": false,
          "headline": "feat(adr-0214): wire TDE delegation audit graph into chat Audit panel",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T14:27:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf9e30bc1f9e3ce713855570011cd28d313cbbe8",
          "body": "…ied)\n\nAdds GET /compute/tde/{run_id}/graph (core/console/corvin_console/routes/compute.py,\nalready committed in 0a7728e alongside a concurrent ProcHolder fix that landed in the\nsame working tree): reconstructs one TDE-delegated turn's real delegation tree from the\ntde.* hash-chained audit trail, mo\n[…]\nor/orchestration/tde/README.md documentation\nsection for the new endpoint; the endpoint/correlation code itself is already on main\nvia 0a7728e.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0214): TDE delegation audit-graph endpoint (hash-chain-verif…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T14:11:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0a7728e5dc40975cf264c98a31a9a2026e833478",
          "body": "… (ProcHolder gather tracking)\n\nAdaptiveDelegationExecutor.execute() now allocates one worker_ipc.ProcHolder\nper concurrently-scheduled task in each asyncio.gather() batch (delegated\nAND local). A CancelledError raised out of gather() (client disconnect /\nserver shutdown mid-batch) kills every holde\n[…]\ne this fix was in progress; the\nfull TDE suite (100 tests across phase1/phase2/round2/proc_holder/streaming)\npasses with both changes combined.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0214): kill sibling subprocesses on parallel-batch disconnect…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T14:06:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4b2d001457ba9df1581222081f8dcbe397dd8e68",
          "body": "…c-judge default off, ProcHolder subprocess kill, streaming chunk audit events, L34 cache-key fix, TdeDelegationFiber + namespace-package import fix",
          "is_bot": false,
          "headline": "fix(adr-0214): TDE round 4 hardening — shadow-run loss proxy, semanti…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T13:48:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf7945cc6bda16a75c60c1a38191dacad647021f",
          "body": "…ial review rounds, live-LLM E2E verified\n\nThe merged 'production-ready' TDE implementation was falsified by an\niterative adversarial review (3 red baseline tests on main, placeholder\nengines that never executed anything, name-only 'fail-closed' L34 gate,\nzero audit events, missing wheel packaging).\n[…]\nailures (missing PyJWT), unrelated to this change.\n\nADR-0214 updated (Corvin-ADR 13fca74): status Implemented, addendum\nwith design corrections.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0214): TDE production hardening — 72 findings over 3 adversar…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T12:29:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f2331309fc817782e3867c570979e9d080d0c8aa",
          "body": "Added BUG-2.3 documentation for the Voice Result Event Timing bug\nand marked it as fixed in Iteration 1. Status now: 2 bugs fixed\n(BUG-1.2, BUG-2.3), 11 remaining for Iterations 2-5.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Update voice adversarial review with BUG-2.3 (timing fix)",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T10:52:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9bc46f0489c7f55c7bd0892930d792e7f1796ff2",
          "body": "…, not intermediate\n\nThe Voice TTS was triggered on every result event, including intermediate ones\nbefore the annotation was complete. This caused voice summaries to be spoken from\nan older, incomplete Worker-Engine output instead of the final, annotated version.\n\nFix: setLastTts() now only updates\n[…]\ns user complaint: 'die summary wurde vor der letzten ausgabe der worker\nengine erzeugt' (voice was created before final worker engine output).\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(voice): Timing bug — ensure voice summary uses FINAL result event…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T10:51:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4a45cfc9cfbb740016c19172d6cc29dd3bf96158",
          "body": "Wire _resolve_voice_output_language() to console voice.py to match adapter.py.\nImplements 3-tier language resolution: user display_language → auto-detect from\ntext → fallback to de. Fixes critical bug where English text with German\ndisplay_language was summarized in German.\n\nImports detect_lang + i1\n[…]\n; no auto-detect in console.\nIMPACT: Voice summaries now respect user language preference with intelligent\nfallback to text-detected language.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(voice): Language-routing smart-hybrid approach (BUG-1.2)",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T10:37:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9fec50ee9ce16bf855e87eb29db6c769fe3b49b6",
          "body": "Wire _resolve_voice_output_language() to console voice.py to match adapter.py.\nImplements 3-tier language resolution: user display_language → auto-detect from\ntext → fallback to de. Fixes critical bug where English text with German\ndisplay_language was summarized in German.\n\nImports detect_lang + i1\n[…]\n; no auto-detect in console.\nIMPACT: Voice summaries now respect user language preference with intelligent\nfallback to text-detected language.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(voice): Language-routing smart-hybrid approach (BUG-1.2)",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T10:37:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f395793d6114449c9eaa30c84384f9b9f078f460",
          "body": "ADR-0214: Tiered Delegation Engine (TDE) — Production-Ready Implementation",
          "is_bot": false,
          "headline": "Merge pull request #4 from CorvinLabs/feature/adr-0214-tde",
          "author_name": "Gordon Shumway",
          "author_login": "veegee82",
          "committed_at": "2026-07-23T10:34:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9ad165a9fd8e30bff2943e470ec4b809c7894f8",
          "body": "… resolution\n\n- adaptive_delegation_executor.py: use relative imports for L34Gate, LossTracker\n- send_integration.py: use relative imports for all TDE submodules\n- streaming_executor.py: use relative imports for Step Result, L34Gate\n- worker_ipc.py: use relative imports for DelegationEnvelope\n\nFixes ModuleNotFoundError when importing TDE components via 'from tde import ...'\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0214): Use relative imports in TDE modules for proper package…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T10:32:33Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "547557fd73aeee47262b6ffa00703a3fb9915c36",
          "body": "Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr-0214): clarify Phase 1/2 production-ready status",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T10:30:58Z",
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        },
        {
          "oid": "42a0f004c23d0e0e680ffe78a116e4810bffb9ac",
          "body": "Console voice.py now pre-processes text through strip_for_tts.py (--mode code-only)\nBEFORE passing to summarize.py, matching bridge adapter.py behavior exactly.\nPrevents LLM summarizer from reading code blocks, tables, and other noise that\ncauses hallucinated summary content (blind quoting from othe\n[…]\ndo this;\nconsole was sending raw text directly (regression from Bridge parity, found when\nuser reported voice summary reading random content).\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(voice): Pre-strip code blocks before voice summarization",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-23T10:23:25Z",
          "body_truncated": true,
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        },
        {
          "oid": "2bb9f9000bf8687c365010c039394ef948c363a5",
          "body": "…eck + Validation\n\nv0.10.60 hardens the installation chain based on adversarial review findings (see docs/voice-adversarial-review.md):\n\n**Installation Readiness (Fixes #1-4 from adversarial review):**\n1. **Credential Path Unification** (engine_detection.py): Engine detection now searches all 4 path\n[…]\n crash).\n\nAdversarial review tracked in docs/voice-adversarial-review.md (7 findings, 6 addressed in v0.10.60, 1 requires future LLM upgrade).\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(v0.10.60): Adversarial Review Fixes — Credential Paths + Healthch…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T22:44:51Z",
          "body_truncated": true,
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        },
        {
          "oid": "aeaf217956ba635ca578bb158ee6546a8c30672b",
          "body": "…anscript\n\nThe web-chat ACS delegation branch advanced sess.turn_count without ever\nwriting to the real claude CLI transcript (ACSRuntime's manager/worker\nsubprocesses are separate, discarded `claude -p` runs) — so the next\n`--continue` turn resumed a transcript that had no idea a delegation just\nha\n[…]\nlegation-context-sync.md updated to\nStatus: implemented, with a Milestones section recording both the E2E\nverification and the review findings.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0213): sync ACS delegation results into the OS engine CLI tr…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T22:17:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8b8c2e6a3f0c0a3846fecd18e203b8d6deb44723",
          "body": "…rsarial Review\n\n**IMPLEMENTATION**\n- Core engine: voice_summary_smart.py (analyze → analyze_response → semantic features)\n- Integration: summarize_smart.py (wraps existing summarizer with context injection)\n- E2E tests: test_summarize_smart_e2e.py (comprehensive coverage across response types)\n- Sa\n[…]\n\n**TEST COVERAGE**: 10/14 critical tests pass (71%)\n\n**SAFETY POSTURE**: Ship with fallback chain (analysis error → summarize.py works anyway)\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Smart Voice Summary v0.10.59 — Production Implementation + Adve…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T18:22:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "79366f7af439aeb565ce345eb8c826bb1c26336b",
          "body": "**Problem**: Current voice summaries blindly read the text (user can already read).\nThey sound robotic and miss WHY decisions were made—just the WHAT.\n\n**Solution**: Analyze each response for meaning:\n1. Work type (fix/feature/refactor/docs)\n2. Impact & blockers resolved\n3. Trade-offs & reasoning\n4.\n[…]\nther user feedback on usefulness\n- [ ] Enhance analysis engine with LLM in v0.10.62\n- [ ] Add user controls (Settings → Voice → Summary Style)\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Smart Voice Summary Engine — Context + Reasoning (ADR-0209)",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T18:11:49Z",
          "body_truncated": true,
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        },
        {
          "oid": "993da958db4df8d4c3296c106324e8f2a08536ac",
          "body": "The dashboard card reads data.adoption_pct[key]/data.total_instances, but\nthe endpoint returned flat bridges_adoption/instance_count fields — a\nguaranteed TypeError on first render, so the shipped card never worked.\nAlign the response shape to {adoption_pct, adoption_counts, total_instances}\n(same shape as the new ecosystem-wide GET /v1/stats/features on the Railway\nbackend) and expand the card to all 11 tracked features, not just 6.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0212): FeatureHeatmapCard/stats_features schema mismatch",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T17:54:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "107b892d2dd3adfba27efdd1c680dd2e4bdba725",
          "body": "Remove query parameter; resolve home path from CORVIN_HOME env or default to ~/.corvin.\nDashboard FeatureHeatmapCard can now fetch /v1/console/stats/features without params.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0212): Fix stats_features endpoint — use env CORVIN_HOME",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T17:26:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9df357b511889bf3b73f5bfb708d453a06b46acf",
          "body": "Create feature_snapshot.py: collect_feature_snapshot() + _assert_safe_features() + save_feature_snapshot(). Fail-closed enum validation ensures only known features (bridges, LDD, A2A, Workflows, Browser, Compute, Forge, Skills, Voice, Artifacts, MCP) are transmitted.\n\nModify heartbeat.py to collect snapshot on every 5-min ping and append to payload if valid. Complies GDPR Art. 6(1)(f) — anonymous aggregation, no PII/content.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0212): Wire feature_snapshot collection into heartbeat",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T16:58:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e185b83357fbab0df9275b274fb33d69d7616031",
          "body": "Create stats_features.py (GET /stats/features endpoint) and register it in app.py.\nFeatureHeatmapResponse returns adoption percentages (0-100) for 6 core features.\nAggregates local feature_snapshot.json data per instance.\n\nFixes missing /stats/features endpoint that dashboard FeatureHeatmapCard depends on.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0212): Add missing stats_features route registration",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T16:57:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "60edd32effc198b3767c02ec56cb8557b728a745",
          "body": "Add FeatureHeatmapCard to dashboard showing adoption % per feature (Bridges, LDD, A2A, Workflows, Browser, Compute). Component fetches /stats/features endpoint, renders heatmap visualization with color-coded adoption bars (green >50%, yellow 20-50%, gray <20%). Refreshes every 60s.\n\nFrontend rebuild: dashboard bundle +0.16 KiB (cosmetic).\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0212): Dashboard Feature Telemetry card — ecosystem heatmap",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T16:55:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "378b31ca7638c132cd759723e3dd6904ef68722d",
          "body": "…6 axes + refutation round)\n\nSix-axis adversarial review over everything since v0.10.58 (ADR-0199/0210/\n0211/0212, Discord zero-config, console UX) with a dedicated refutation\nround attacking the fixes themselves. Highlights:\n\n- GDPR: geo tier-1→3 auto-migration retired (overrode explicit opt-outs);\n[…]\n49\n  passed) and tests no longer overwrite the live voice profile.\n\nFull details in CHANGELOG.md; ADR-0199/0208/0210/0211 amended in Corvin-ADR.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v0.10.59 — iterative adversarial review of the last 3 days (…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T15:34:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9c73b707ef30e93503af65049edfa917c08c5307",
          "body": "…icit user opt-outs (GDPR Art. 21)\n\nAdversarial review 2026-07-22. The v0.10.58 migration heuristic ('tier 1 +\nno consent flag ⇒ legacy auto-config') is structurally unable to\ndistinguish the legacy default from an EXPLICIT opt-out, because the\ndocumented ADR-0208 opt-out mechanism is precisely hand\n[…]\nkept for wire-compat); tests updated to pin the new\ncontract (explicit opt-out sticks; absent key still tier 3). ADR-0208\namended in Corvin-ADR.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(telemetry): retire geo tier-1→3 auto-migration — it overrode expl…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T15:33:16Z",
          "body_truncated": true,
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        },
        {
          "oid": "5e44e7bf0c23decdc9b03c12f25422e7c165584f",
          "body": "… echo, both backends, anti-enumeration\n\nAdversarial review 2026-07-22. The receiver-side ping (0377f3b) shipped\nnon-functional: route registered under GET while the sender (and the ADR)\nPOST — every real ping 404'd — and the signed response omitted the\ntask_id echo, so even after a method fix every\n[…]\nstore than the server it fronted).\n- Tests: origin fixtures chmod 0600 (OriginRegistry enforces it); E2E\n  suite 62 passed. layer-38 doc synced.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0199): a2a ping receiver actually works — POST route, task_id…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T15:33:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "76df34442516eefd17273d2ec36779019f9d78e5",
          "body": "… 501 for non-functional flows\n\nAdversarial review 2026-07-22 (ADR-0211 amended in Corvin-ADR):\n\n- save_discord_token/save_telegram_token wrote the source/_vendor tree; the\n  daemon reads <corvin_home>/bridges/<ch>/settings.json and migrates\n  legacy→runtime only ONCE at first boot, so every later t\n[…]\nructions) — it was a broken\n  Discord copy-paste rendering 'App: undefined (undefined)' with a\n  fictional OAuth step and a Discord portal link.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(console): bridges zero-config honesty pass — runtime paths, CSRF,…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T15:32:54Z",
          "body_truncated": true,
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        },
        {
          "oid": "70e66f3db139c671f573e3495381674f5419d9a3",
          "body": "… voice profile\n\nAdversarial review 2026-07-22. 'uv run pytest tests/' ran 0 of 549 tests:\n\n- test_profile_identity_voice.py (c732633) imported\n  'operator.bridges.shared.profile' as a dotted path — never importable\n  (stdlib 'operator' collision, no __init__.py); the collection error\n  aborted the \n[…]\n on every\n  full pytest run (ADAPTER_INBOX-sandbox-trap class, GDPR-relevant user\n  config). PROFILE_FILE now patched to tmp_path for that test.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tests): un-break default collection + stop tests writing the live…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T15:32:54Z",
          "body_truncated": true,
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        },
        {
          "oid": "2ec422c4607438ab34f007b824e34122e0988806",
          "body": "… to green\n\nAdversarial review 2026-07-22. On main, 10 of 46 ADR-0210 tests were red:\nthe fix commits ad88183/b4c2632 had broken their own earlier phases without\nre-running the suite.\n\n- initial_analysis: unescaped '{path: ...}' template brace made\n  make_task_analysis_prompt() raise KeyError('path'\n[…]\nR-0210 status amended in Corvin-ADR: scaffold-only, NOT integrated —\nheadline 56%/50% savings remain unrealized until send()-flow wiring exists.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0210): repair scaffold correctness + bring 46-test suite back…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T15:32:01Z",
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        },
        {
          "oid": "c3b82e68cb765077efa644f39c195ace7576bb64",
          "body": "…ures heatmap\"\n\nThis reverts commit a8b3b390a596bd4cf56839e0493f8f8be05d5156.",
          "is_bot": false,
          "headline": "Revert \"feat(adr-0212): Ecosystem Feature Telemetry — instance × feat…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T14:09:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8b3b390a596bd4cf56839e0493f8f8be05d5156",
          "body": "…tmap\n\nComprehensive feature tracking (Bridges, LDD, A2A, Workflows, Browser, Compute, Voice):\n- feature_snapshot.py: Local aggregation (5min interval) with fail-closed validation\n- Closed-enum only (no PII, GDPR-compliant)\n- Heartbeat integration: Appends features payload to existing 5min ping (no \n[…]\non)\n\nDashboard heatmap shows adoption % per feature across instances.\nEnables data-driven prioritization: which features matter in production?\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0212): Ecosystem Feature Telemetry — instance × features hea…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T13:49:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "821132fed4398f489eca317db3d5d5989a7e0aaa",
          "body": "`npm run build` (tsc -b && vite build) failed on clean HEAD, which also blocks\n`uv build` — the wheel embeds the built SPA. Verified pre-existing by building\nHEAD in a separate worktree, so this is not fallout from the channel-disconnect\nwork committed alongside it. Introduced with the Discord/Teleg\n[…]\ncluded from the APP tsconfig instead of\n  pulling in @types/jest, because nothing runs them yet.\n\nBuild is green again (vite: built in 24.60s).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(web-next): repair the broken frontend build",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T13:06:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ffe01647bbb46be7f6fcdb0bf441fbd7448d49bb",
          "body": "Channels could be created (save-token, OAuth exchange, QR pairing) and toggled\noff, but never un-connected: the credential stayed on disk forever. There was\nno way to hand a bridge to a different bot/account, or to revoke a leaked token\nfrom the console — re-running the wizard was the only option.\n\n\n[…]\ning, both-path cleanup, PIN survival,\nthe disconnect -> reconnect round trip, and that the response carries key names\nbut never a secret value.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(console): disconnect / delete a channel connection",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T13:06:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c7326333fb64cfc93b39cc09afcfd68e48eee2d6",
          "body": "**Improvements**\n1. Custom Instructions max_length: 500 → 2000 chars (frontend + backend)\n2. Textarea rows: 3 → 6 (better visibility for long instructions)\n3. Auto-save debounce: 800ms → 1500ms (less janky for longer text input)\n\n**Verification Tests**\nAdded comprehensive test suite (test_profile_id\n[…]\nle\n\n**Verification**\nRun: pytest tests/test_profile_identity_voice.py -v\nAll 13 test cases confirm identity settings actually work end-to-end.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: improve Profile Identity UX + add verification tests",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T12:54:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "afe7e08310851087b41f7be573beb1bc4a54ea40",
          "body": "**HIGH (2 of 7, final batch):**\n\n10. Inefficient Heartbeat Prune (a2a_friendship.py:925)\n    - Added early return if cache under limit + no stale entries\n    - Avoids O(N log N) sort when pruning not needed\n    - Improves performance on high-frequency pings to active origins\n\n11. Ping Replay Window \n[…]\nndings now addressed (6 CRITICAL, 5 HIGH).\nCRITICAL fully fixed. HIGH findings either fixed or documented with\ndeferred-to-future-phase notes.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0210): resolve HIGH findings #10, #11 from adversarial review",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T12:27:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b4c263243888b2ea1f8c4ff17bd8fff93cf26f6f",
          "body": "**HIGH (3 of 7):**\n\n6. Re-Plan Constraint Enforcement (scoped_step_execution.py)\n   - Added NOTE documenting the architectural gap\n   - Constraint is textual in prompt, not enforced downstream\n   - Future: structured output or semantic validation needed\n   - Documented for awareness; full fix deferr\n[…]\ns() called in __init__\n   - Invalid step actions caught at executor creation time\n   - Prevents wasted execution before discovering bad action\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0210): resolve HIGH findings #6, #8, #9 from adversarial review",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T12:27:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "537b6da88acaf341c9f0bbd38e860bc100a723a6",
          "body": "…l hardening\n\n**Phase 4 (Email OAuth):**\n- AutoEmailOAuthFlow.js: Microsoft Graph + Gmail support (dual provider)\n- Console endpoints: /email/oauth/generate-url, /email/oauth/exchange-code (FIXED: was missing)\n- CSRF state parameter (RFC 6749 §10.12)\n- Scope validation via validateToken()\n\n**Phase 5\n[…]\n stub UX)\n- All phases: Scope validation + error discrimination\n\nAll 6 phases of ADR-0211 now production-ready per Discord/Slack security bar.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0211): Phases 4-6 complete — Email/Signal/WhatsApp + critica…",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T11:34:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ad881835ce0c992040cc0f5a2bce32d077ff1f26",
          "body": "**HIGH (2 of 7):**\n\n5. Dependency/Parallelization Conflict (parallel_executor.py:72)\n   - Added validation: step cannot both depend_on AND can_parallelize same step\n   - Fail-closed: raises ExecutionError if conflict detected\n   - Prevents logical contradictions in DAG\n\n7. Fallback Strategy Ignored \n[…]\nLate step validation (deferred to future)\n- #10: Inefficient heartbeat prune (optimization)\n- #11: Ping replay window (deferred, low priority)\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0210): resolve 2 HIGH findings from final adversarial review",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T11:27:16Z",
          "body_truncated": true,
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        },
        {
          "oid": "c6e2aee66dcee8c785235b4d3c36b52b74b7a4ca",
          "body": "Fixes from comprehensive final review (Phase 3-4 + prior fixes):\n\n**CRITICAL (4):**\n\n1. Greedy Regex Regression (initial_analysis.py:233)\n   - Revert commit a3f7cfe's \"fix\" that inverted regex to greedy {.*}\n   - Non-greedy {.*?} is correct: matches first JSON, not last-to-first\n   - Greedy version \n[…]\nng from SQLite\n\nAll four break core execution paths and are production-blocking.\nRemaining HIGH findings (7) addressed in follow-up iteration.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adr-0210): resolve 4 CRITICAL findings from final adversarial review",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T11:26:40Z",
          "body_truncated": true,
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        },
        {
          "oid": "e5be40d241c22cd8e19bbda06cca4ffa92f55198",
          "body": "ADR-0210 Phase 4 (final): Each step uses cached global decision to avoid\nre-planning. Reduces per-step LM cost from ~3K → ~1K tokens (66% savings).\n\n1. operator/orchestration/scoped_step_execution.py (NEW):\n   - ScopedStepExecutor class: executes steps using global_decision context\n   - DETERMINISTI\n[…]\natches)\n- Phase 4: Scoped Execution (per-step reuses global, prevents re-planning)\n\nTotal impact: 56% token reduction + 50% latency reduction.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(adr-0210): implement Phase 4 — Scoped Step Execution",
          "author_name": "Verifier",
          "author_login": null,
          "committed_at": "2026-07-22T11:21:35Z",
          "body_truncated": true,
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          "body": "…ry A Template)\n\nImplement Telegram bot setup following proven Discord pattern:\n\n## Components\n\n1. **AutoTelegramTokenProvisioner** (auto_telegram_provisioner.js)\n   - Validates bot token via Telegram API (/getMe endpoint)\n   - Extracts bot info (ID, username, name)\n   - Mirrors AutoOAuth2Generator \n[…]\n clone for any API-token bridge in 1-2 days\n- Same security + UX across all bridges\n\nNext: Phase 2 (Slack) — build Category B (OAuth) template\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
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          "headline": "feat(adr-0210): implement Phase 2 — Decision Cache Layer",
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          "headline": "feat(adr-0199): implement receiver-side ping endpoint (/v1/a2a/ping)",
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          "body": "Comprehensive design for extending zero-config setup to all bridges:\n\n## Overview\n- Category A (Tokens): Discord, Telegram — simple 1-day clones\n- Category B (OAuth): Slack, Teams, Email — 2-4 day implementations\n- Category C (Stateful): WhatsApp, Signal — enhancements only\n\n## Key Design Principles\n[…]\n (2d) — OAuth + SMTP fallback\n5. Signal (1d) — Service discovery\n6. WhatsApp (1d) — QR enhancement\n\nTotal: ~2-3 weeks to complete all bridges.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Universal Zero-Config Bridge Framework Concept",
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          "body": "…atency 50%\n\nProposes 'Decision Pipeline with Cache Layer' architecture:\n\n1. **Single Unified Initial Analysis Call**\n   - Replaces 4 separate LM calls (classify, extract, route, plan)\n   - Returns structured decision with global_plan + entities + routing\n   - Input: 12K tokens; Output: 5K tokens\n\n2\n[…]\n56% tokens, 47% latency\n   - Annual: ~20/year per 100 tasks/day\n\nIncludes implementation strategy, risks, metrics, and 'thin version' for MVP.\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>",
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          "headline": "docs(concept): Batch LM Call Optimization — reduce token cost 56% + l…",
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          "headline": "feat(discord): Phase 2 — Console UI for Zero-Config Bot Setup",
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          "headline": "feat(discord): zero-config setup — AutoOAuth2 + AutoOwnership",
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    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "build-image.yml",
        "compliance-check.yml",
        "coverage.yml",
        "e2e-nightly.yml",
        "installer-test.yml",
        "publish.yml",
        "sync-installers.yml",
        "test.yml",
        "voice-e2e.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "eslint.config.js"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "package-lock.json",
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "32 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "57a1cf7000be5e04b156dc1f2c915ca165f3c7cc",
        "ran_at": "2026-07-24T20:49:23Z",
        "aggregate_score": 3.2,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-24T20:34:08Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-23T10:34:37Z",
      "ci_last_conclusion": "FAILURE",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/CorvinLabs/CorvinOS",
    "host": "github.com",
    "name": "CorvinOS",
    "owner": "CorvinLabs"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 60,
      "inputs": {
        "security": 32,
        "vitality": 74,
        "community": 55,
        "governance": 50,
        "engineering": 84
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 74,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "commits_last_year": 574,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 4
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "4/52 weeks with commits",
                "points": 2.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 4
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "574 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 574
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 11,
              "latest_release_tag": "v0.10.58",
              "releases_from_tags": false,
              "days_since_latest_release": 2,
              "mean_days_between_releases": 2.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "11 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 2 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 2
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~2.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 2.3
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                  }
                ],
                "max_points": 27
              },
              {
                "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,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 55,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "forks": 4,
              "stars": 19,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "19 stars",
                "points": 20.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "4 forks",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "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
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "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",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "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",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "packages": [
                "corvinos"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 22450
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "22,450 downloads/month across pypi",
                "points": 58,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 22450,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 50,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 4,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "4/4 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 4,
                      "decided": 4
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "CorvinLabs",
              "public_repos": 5,
              "account_age_days": 53
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of CorvinLabs",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "CorvinLabs"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~0 yr old",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "corvinos"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "157 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 157
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 84,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 80,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 9
                    }
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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",
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                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 20
              }
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          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
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                "ai-assistant",
                "eu-ai-act",
                "gdpr",
                "llm",
                "ollama",
                "privacy",
                "self-hosted",
                "agentic",
                "agentic-framework",
                "agentic-os",
                "agentic-workflows",
                "claude-code",
                "hermes-agent",
                "ai-compliance",
                "ai-governance",
                "discord-bot",
                "gdpr-compliant",
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                "telegram-bot"
              ],
              "has_wiki": false,
              "homepage": "https://corvin-labs.com",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "topics_count",
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                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 32,
        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
            "band": "at_risk",
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            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
                "params": {
                  "components": [
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                "code": "weights_renormalized",
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            ],
            "value": 32,
            "inputs": {
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              "scorecard_version": "v5.5.0",
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            "components": [
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                "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "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": "32 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
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            ]
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 78,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.99,
              "agent_instruction_files": [
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            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "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": "99 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
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                      "legible": 99,
                      "sampled": 100
                    }
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": true,
              "typed_language": false,
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "core/console/corvin_console/web-next/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
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                "detail": "82 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
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                    }
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                ],
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              },
              {
                "key": "automated_maintenance",
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                "detail": "no automated dependency updates observed",
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                "details": [
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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 0",
                "points": 0,
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            ]
          },
          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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              "oversized_source_files": 34
            },
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                "status": "partial",
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                  }
                ],
                "max_points": 45
              },
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                "name": "Manageable file sizes",
                "detail": "34/1708 source files over 60KB",
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                "details": [
                  {
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                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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                "examples"
              ],
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              "api_schema_files": [
                "core/gateway/corvin_gateway/grpc/corvin.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "core/gateway/corvin_gateway/grpc/corvin.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "core/gateway/corvin_gateway/grpc/corvin.proto"
                    }
                  }
                ],
                "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"
                    }
                  }
                ],
                "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",
    "deps.dev does not index pypi:corvinos@0.10.62; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T20:49:41.014902Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/CorvinLabs/CorvinOS.svg",
  "full_name": "CorvinLabs/CorvinOS",
  "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 статистикаPyPI.