Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-25 16:24 UTC

griptape-ai / griptape-nodes-engine

PythonApache-2.0★ 81 зірка⑂ 12 форківз бер. 2025 р.Переглянути на GitHub ↗

griptape-ai/griptape-nodes-engine має індекс здоров’я 75 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (100/100), найнижчий — Community & Adoption (56/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.

75
загалом / 100
Добрий

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.

75
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

GriptapeОрганізація
188 підписників92 публічні репозиторіїз січ. 2023 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIgriptape-nodes-engine0.94.4-264 дні тому

Метрики за категоріями

Життєздатність

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

100Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
36/36Ритм комітів — 52/52 тижнів із комітами
18/18Обсяг комітів — 1 711 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year1 711
human_commit_share0,72
days_since_last_push0
active_weeks_last_year52
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~2 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_taglatest
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases2
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?

56Помірний · 18% загального індексу
Як обчислюється оцінка
30.9/60Зірки — 81 зірок
8.7/25Форки — 12 форків
4.7/15Спостерігачі — 8 спостерігачів
Використані вхідні дані
forks12
stars81
watchers8
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
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

75Добрий · 24% загального індексу
Як обчислюється оцінка
25.2/54Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів
12.2/22.5Розподіл комітів — головний контриб’ютор — автор 46% комітів
13.5/13.5Широта контриб’юторів — 16 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Використані вхідні дані
bus_factor2
contributors_sampled16
top_contributor_share0,457
Як обчислюється оцінка
33.5/46.8Вирішення issue — закрито 72% issue
35.3/38.3Прийняття PR — злито 2 300/2 493 вирішених PR
13.5/15OpenSSF Scorecard: Code-Review — Found 21/23 approved changesets -- score normalized to 9
Використані вхідні дані
merged_prs2 300
open_issues682
closed_issues1 728
issue_closed_ratio0,717
closed_unmerged_prs193
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
16.4/25Охоплення власника — 188 підписників у griptape-ai
20/25Послужний список — 92 публічних репозиторіїв, вік облікового запису ~3 р.
Використані вхідні дані
followers188
owner_typeOrganization
is_verified
owner_logingriptape-ai
public_repos92
account_age_days1 281

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 4 дн. тому
20/20Історія версій — 26 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgriptape-nodes-engine
ecosystemspypi
any_deprecatedні
min_days_since_publish4

Інженерна якість

Чи наявні базові інженерні практики та документація?

67Помірний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 10 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

65Помірний
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
0/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionні

Безпека

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

74Добрий · 16% загального індексу

Стан безпеки

67Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 21/23 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — немає даних
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,7
Виключено з оцінювання (немає даних або не застосовно): fuzzing, signed_releases. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages117
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:griptape-nodes-engine@0.94.4 — тим, що тягне за собою встановлення опублікованого пакета, — 117 пакетів. Досяжність не аналізується.

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.

72Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 69 з 72 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,958
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes6 325
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — src/griptape_nodes/py.typed
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 21 з останніх 100 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 19 з останніх 100 комітів — автоматичні оновлення залежностей
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configssrc/griptape_nodes/py.typed
agent_commit_share0,21
toolchain_manifests
dependency_bot_commit_share0,19
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (src/griptape_nodes/py.typed)
53.2/55Керовані розміри файлів — 20/609 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes539 944
source_files_sampled609
oversized_source_files20
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
0/40Придатні до запуску приклади
Використані вхідні дані
example_dirs
has_mcp_signalтак
api_schema_files

Ключові факти

81зірок GitHub
16контриб'юторів
1 711комітів за останні 12 місяців
0днів від останнього пушу
100релізів
2бас-фактор
682відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Докладніше

Історія зірок і форків 0 ★ / 12 ⇿
0Зірки
12Форки
88Релізи

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.

0246810121212025-052025-122026-06
Мажорні 0Мінорні 25Патчі 63

Кожна точка охоплює 2 днів.

OpenSSF Scorecard 6.7 / 10
6.7сукупно

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 · 2026-07-25 16:24 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 21/23 approved changesets -- score normalized to 9
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
н/дFuzzinginternal error: internal error: Client.Search.Code: io.ReadAll: stream error: stream ID 1; INTERNAL_ERROR; received from peer
10Licenselicense file detected
10Maintained30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2Vulnerabilities8 existing vulnerabilities detected
Прямі залежності 34
РеєстрПакетОбмеження версіїМаніфест
PyPIgriptape>=1.10.2pyproject.toml
PyPIpydantic>=2.10.6pyproject.toml
PyPIpython-dotenv>=1.0.1pyproject.toml
PyPIxdg-base-dirs>=6.0.2pyproject.toml
PyPIhttpx>=0.28.0,<1.0.0pyproject.toml
PyPIwebsockets>=15.0.1,<17.0.0pyproject.toml
PyPItomlkit>=0.13.2pyproject.toml
PyPIuv>=0.6.16pyproject.toml
PyPIfastapi>=0.115.12pyproject.toml
PyPIuvicorn>=0.34.2pyproject.toml
PyPIpackaging>=25.0pyproject.toml
PyPIpython-multipart>=0.0.20pyproject.toml
PyPIjson-repair>=0.46.1pyproject.toml
PyPImcp>=1.10.1pyproject.toml
PyPIbinaryornot>=0.4.4pyproject.toml
PyPIpillow>=11.3.0pyproject.toml
PyPIstatic-ffmpeg>=3.0pyproject.toml
PyPIwatchfiles>=1.1.0pyproject.toml
PyPItyper>=0.15.0pyproject.toml
PyPIhuggingface-hub>=1.9.0pyproject.toml
PyPIrich>=14.1.0pyproject.toml
PyPIsemver>=3.0.4pyproject.toml
PyPIanyio>=4.0pyproject.toml
PyPIruamel.yaml>=0.18.15pyproject.toml
PyPIasyncio-thread-runner>=1.0pyproject.toml
PyPIportalocker>=2.10.0pyproject.toml
PyPIpygit2>=1.19.0pyproject.toml
PyPIsend2trash>=2.1.0pyproject.toml
PyPItenacity>=9.0.0pyproject.toml
PyPItruststore>=0.10.1pyproject.toml
PyPIcattrs>=26.1.0pyproject.toml
PyPIfileseq>=3.2.0pyproject.toml
PyPIpydantic-ai-slim>=1.95.1pyproject.toml
PyPIpydantic-ai-skills>=0.11.0pyproject.toml
Усі залежності 176

Повний розв'язаний набір залежностей із графа залежностей GitHub: 34 прямих і 142 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIanyio4.14.2пряма
PyPIasyncio-thread-runner1.0пряма
PyPIbinaryornot0.6.0пряма
PyPIcattrs26.1.0пряма
PyPIfastapi0.139.0пряма
PyPIfileseq3.3.0пряма
PyPIgriptape1.10.3пряма
PyPIhttpx0.28.1пряма
PyPIhuggingface-hub1.24.0пряма
PyPIjson-repair0.61.2пряма
PyPImcp1.27.1пряма
PyPIpackaging26.2пряма
PyPIpillow12.3.0пряма
PyPIportalocker3.2.0пряма
PyPIpydantic2.13.4пряма
PyPIpydantic-ai-skills1.2.0пряма
PyPIpydantic-ai-slim2.0.0пряма
PyPIpygit21.19.3пряма
PyPIpython-dotenv1.2.2пряма
PyPIpython-multipart0.0.32пряма
PyPIrich15.0.0пряма
PyPIruamel-yaml0.19.1пряма
PyPIsemver3.0.4пряма
PyPIsend2trash2.1.0пряма
PyPIstatic-ffmpeg3.0пряма
PyPItenacity9.1.4пряма
PyPItomlkit0.15.0пряма
PyPItruststore0.10.4пряма
PyPItyper0.27.0пряма
PyPIuv0.11.17пряма
PyPIuvicorn0.51.0пряма
PyPIwatchfiles1.2.0пряма
PyPIwebsockets16.1.1пряма
PyPIxdg-base-dirs6.0.2пряма
PyPIaiofile3.11.1непряма
PyPIannotated-doc0.0.4непряма
PyPIannotated-types0.7.0непряма
PyPIattrs25.4.0непряма
PyPIaustin-dist4.0.0непряма
PyPIauthlib1.7.2непряма
PyPIbabel2.17.0непряма
PyPIbackrefs5.9непряма
PyPIbeartype0.22.9непряма
PyPIbeautifulsoup44.14.2непряма
PyPIcachetools7.1.4непряма
PyPIcaio0.9.25непряма
PyPIcertifi2025.10.5непряма
PyPIcffi2.0.0непряма
PyPIcharset-normalizer3.4.3непряма
PyPIclick8.4.2непряма
PyPIcolorama0.4.6непряма
PyPIcoverage7.14.0непряма
PyPIcryptography48.0.1непряма
PyPIdistro1.9.0непряма
PyPIdnspython2.8.0непряма
PyPIdocutils0.22.4непряма
PyPIeditorconfig0.17.1непряма
PyPIemail-validator2.3.0непряма
PyPIexceptiongroup1.3.1непряма
PyPIexecnet2.1.1непряма
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Сповіщення про залежності 0

Встановлення pypi:griptape-nodes-engine@0.94.4 тягне 117 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
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          "oid": "7923e7f6448eef8eb943ac03326f8666a598ad63",
          "body": "Closes #5126.\n\nThe name of the flow created by a SubflowNodeGroup is based on the name of the\nSubflowNodeGroup node itself. If that SubflowNodeGroup node is then renamed, the\ncorresponding flow name is not - it is left as the original name.\n\nA second SubflowNodeGroup can then freely reuse the first \n[…]\nbflow would also\nexecute nodes in the other subflow, even if they were completely disconnected.\n\nSo ensure we record the de-duplicated flow name in the metadata, which the nodes\nwill then be added to.",
          "is_bot": false,
          "headline": "fix(subflow): prevent flow name collision (#5127)",
          "author_name": "David Feltell",
          "author_login": "feltech",
          "committed_at": "2026-07-13T19:43:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cb9b44e72d9daa798aee48dba1d9594ab2b042de",
          "body": "Bumps [uvicorn](https://github.com/Kludex/uvicorn) from 0.50.0 to 0.51.0.\n- [Release notes](https://github.com/Kludex/uvicorn/releases)\n- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/uvicorn/compare/0.50.0...0.51.0)\n\n---\nupdated\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump uvicorn from 0.50.0 to 0.51.0 (#5119)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T19:42:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "65626feaa26ab407dab6a6ce010fc57f1087be44",
          "body": "Bumps [huggingface-hub](https://github.com/huggingface/huggingface_hub) from 1.20.1 to 1.23.0.\n- [Release notes](https://github.com/huggingface/huggingface_hub/releases)\n- [Commits](https://github.com/huggingface/huggingface_hub/compare/v1.20.1...v1.23.0)\n\n---\nupdated-dependencies:\n- dependency-name\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump huggingface-hub from 1.20.1 to 1.23.0 (#5123)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T19:37:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "671f6223d987648e1a35437548c4f851bdbff18a",
          "body": "Bumps [anyio](https://github.com/agronholm/anyio) from 4.14.1 to 4.14.2.\n- [Release notes](https://github.com/agronholm/anyio/releases)\n- [Commits](https://github.com/agronholm/anyio/compare/4.14.1...4.14.2)\n\n---\nupdated-dependencies:\n- dependency-name: anyio\n  dependency-version: 4.14.2\n  dependenc\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump anyio from 4.14.1 to 4.14.2 (#5121)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T19:36:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "71a0a838f7c838fa82ca7b298b3975e621e7770a",
          "body": "Bumps [typer](https://github.com/fastapi/typer) from 0.25.1 to 0.26.8.\n- [Release notes](https://github.com/fastapi/typer/releases)\n- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)\n- [Commits](https://github.com/fastapi/typer/compare/0.25.1...0.26.8)\n\n---\nupdated-dep\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump typer from 0.25.1 to 0.26.8 (#5120)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T19:36:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "226d7ed35f987e7308a0938c21509fa95f8c0268",
          "body": "* Add orchestrator_engine_id to EngineHeartbeatResultSuccess\n\n* use extract_library_path during init logs",
          "is_bot": false,
          "headline": "use extract_library_path during init logs (#5130)",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-13T19:24:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ceef722181bce3724d29cb90a788f3452f5fc6c",
          "body": null,
          "is_bot": false,
          "headline": "Add orchestrator_engine_id to EngineHeartbeatResultSuccess (#5113)",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-10T21:43:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd186c3913100236842db9b5a1f30c44aad37fff",
          "body": "… (#5075)\n\n* Fix: fail fast with a clear error when GT_CLOUD_BUCKET_ID is blank/invalid\n\nA blank/whitespace GT_CLOUD_BUCKET_ID secret was returned verbatim from\n_get_bucket_id, so it flowed into request URLs like `/api/buckets//assets/...`\nand only surfaced as an opaque downstream 404 with no hint t\n[…]\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "Fail fast with a clear error when GT_CLOUD_BUCKET_ID is blank/invalid…",
          "author_name": "griptapeops[bot]",
          "author_login": "griptapeops[bot]",
          "committed_at": "2026-07-10T20:12:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9f80847b47364b045581c027f8a093a9dcb08a17",
          "body": "…nstall (#5107)\n\n* fix(libraries): rebuild a corrupt library venv and retry dependency install\n\nA library venv reused from a previous session can be left in a corrupt\nstate, for example a dist-info directory whose METADATA file is missing.\nuv reads installed package metadata while planning an instal\n[…]\nr-facing install/register failure messages into the \"Attempted to do X to Y. Failed due to Z.\" form and drop developer jargon (venv, return code, stderr) in favor of plain language artists can act on.",
          "is_bot": false,
          "headline": "fix(libraries): rebuild a corrupt library venv and retry dependency i…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-10T19:21:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "98f889ad1ed88404b7751a39eaabf17e0f14d697",
          "body": "… (#5099)",
          "is_bot": false,
          "headline": "fix(engine): make recursive deleted_paths opt-in on DeleteFileRequest…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-10T18:37:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b019950a70a8a29749a9b5a21385d9703d909e4",
          "body": "* feat(libraries): add opt-in library update age gating\n\n* fix(libraries): harden age-gate commit-time extraction and check-path wiring\n\n* feat(libraries): expose structured libraries_deferred count on sync result\n\n* refactor(libraries): use age-based wording for the update age gate and fix typo\n\n* \n[…]\nate-pass refusal is counted as a deferral rather than a failure. These exercise logic still present in library_manager after the minimum_release_age rename but left uncovered by the test-file rewrite.",
          "is_bot": false,
          "headline": "feat(libraries): add opt-in library update age gating (#5097)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-10T18:36:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fcc8fedcb041304d0434758ebe25b6fc5428a240",
          "body": "_copy_file used shutil.copy2, which copies contents then calls\nshutil.copystat to replicate metadata. On macOS SMB mounts, copystat's\nos.chflags() call raises EPERM when setting SF_ARCHIVED, and copystat\nonly swallows EOPNOTSUPP/ENOTSUP -- so the exception propagated and the\nwhole copy (and the publ\n[…]\nthe\npublish path and _copy_directory_tree, which share _copy_file.\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "Fix: don't fail file copy when metadata replication raises EPERM (#5112)",
          "author_name": "griptapeops[bot]",
          "author_login": "griptapeops[bot]",
          "committed_at": "2026-07-10T18:00:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7f31b571166dc0e46eab37f395e54f6cc908891f",
          "body": "…ms (#5111)\n\n* Use _load_and_cache_project_template across all Project load mechanisms\n\n* rework _build_boot_id_index\n\n* inside try",
          "is_bot": false,
          "headline": "Use _load_and_cache_project_template across all Project load mechanis…",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-10T15:22:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5f1736fcc2dfab1ab1a625d749eeef9e3e47234",
          "body": "* (followup): Reduce sidebar thread size due to image bloat\n\n* fix tests\n\n* comment",
          "is_bot": false,
          "headline": "(followup): Reduce sidebar thread size due to image bloat (#5103)",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-10T13:19:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "774a3052482a8e13432288bc482e64d6567beaf9",
          "body": "* feat(workflows): add create_versioned_workflow situation + per-save flag\n\nCloses #4945. Builds on #4944's macro-honoring fix to handle the followup\ngap: under a CREATE_NEW situation, the second save was hitting the\nhard-wired OVERWRITE_EXISTING branch and writing back to the v001 file\ninstead of a\n[…]\nNone vs.\ncompleted-bag-caught-by-round-trip) so future readers don't\naccidentally treat the two failure modes as mutually exclusive.\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(workflows): macro-driven versioned save; close #4956 (#4989)",
          "author_name": "James Clarendon",
          "author_login": "SavagePencil",
          "committed_at": "2026-07-10T05:36:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e5a05e457477d0f49947dcb0064dbc0e5098102",
          "body": null,
          "is_bot": false,
          "headline": "docs: make user-facing error messages artist-comprehensible (#5108)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-10T00:45:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a6d93e7f2828e98b7d5c3acd85f35a681ca552e",
          "body": null,
          "is_bot": false,
          "headline": "style(docs): apply Foundry brand color scheme (#5106)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-10T00:20:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3efdb0671cceebca3ae5db4191603612b9d4de3f",
          "body": "…splay name (#4992) (#5100)\n\n* feat(workflows): let RenameWorkflowRequest opt into preserving the display name (#4992)\n\nRenaming a workflow historically rewrote WorkflowMetadata.name to the new file\nbasename, silently corrupting the human-facing display name for callers whose\ndisplay name diverged f\n[…]\nn_source_display_name_blank\npins the blank-name fallback; mutation-checked.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(workflows): let RenameWorkflowRequest opt into preserving the di…",
          "author_name": "James Clarendon",
          "author_login": "SavagePencil",
          "committed_at": "2026-07-09T23:24:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "61d83e01f1789d44b98070b8a369f3f4fbe2f4d0",
          "body": "…defaults (#5104)\n\n* refactor(projects): always evaluate activation checkpoint for system defaults\n\non_set_current_project_request skipped the authorization checkpoint for the\nsystem-defaults rest state, hardcoding \"the defaults are always allowed\" into\nthe engine. That is a policy decision, and it \n[…]\ne restated rationale that already lives in the docstring. Keep the why in the docstring and reduce the inline comments to the mechanics.\n\n* docs(projects): tighten boot-order rationale to one sentence",
          "is_bot": false,
          "headline": "refactor(projects): always evaluate activation checkpoint for system …",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-09T23:03:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6cf579dd8f04c0c0e82b01117b12ae47c5562206",
          "body": "* feat(events): let nodes subscribe to the execution-event feed\n\nAdd `add_listener_to_execution_event` / `remove_listener_for_execution_event`\nas the execution-feed parallel to the existing `add_listener_to_app_event`, so\na node can tap `ExecutionPayload` events (agent tokens, tool calls, thinking,\n\n[…]\nue after their trigger rather than ahead of\nit. Also extend the async-callback guard to callable objects with an async\n__call__ so the sync-only contract holds for more than plain coroutine\nfunctions.",
          "is_bot": false,
          "headline": "feat(events): let nodes subscribe to the execution-event feed (#5081)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-09T20:09:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "637bdd3dcce1e22563e3ed30a3b275d752e108ac",
          "body": "…olution (#4930)\n\nThe app's Tier-2 license policy gates on the active project, but projects\ncan declare a parent chain and a project-scoped policy needs every project\nin that ancestry, not just the leaf. `get_project_chain` exposes the\nancestry so the app does not reach into `ProjectManager` internals or\nre-implement the parent walk.",
          "is_bot": false,
          "headline": "feat(projects): add ProjectManager.get_project_chain for ancestry res…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-09T20:03:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a98d17aeb0da51d9dc8126c1ae2ef0075eee8531",
          "body": "…ult (#5093)\n\n* Use the global workspace relative path for libraries as fallback default\n\n* _resolve_configured_workspace_directory\n\n* delete useless test",
          "is_bot": false,
          "headline": "Use the global workspace relative path for libraries as fallback defa…",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-09T17:19:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8d8dee5c417716f4a6d70cbd3bd4a219743a659",
          "body": "* don't save actual bytes in conversation history\n\n* Empty-content user turn on all-image-fail replay",
          "is_bot": false,
          "headline": "Reduce sidebar thread size due to image bloat (#5092)",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-09T16:48:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e04ef60b7b8f0dc8144468ee2f0bccaa6538f0dc",
          "body": "* docs: add Agent Sidebar and AI Providers documentation\n\n- New agent_sidebar.md covering what the sidebar can do (workflow integration\n  via built-in MCP server), threads + storage locations, model picker, MCP\n  servers, personalization, and skills with hot-reload tip\n- New ai_providers/ section wi\n[…]\n rather than dropping it or leaving it as unexplained jargon.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* format\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add Agent Sidebar and AI Providers documentation (#5082)",
          "author_name": "Jason Schleifer",
          "author_login": "shhlife",
          "committed_at": "2026-07-08T23:02:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5619c09df13fcbc2b1931d14b3ea81808b9b8162",
          "body": "… requests (#5047)\n\n* feat: return situation descriptions from GetAllSituationsForProject\n\nAdd an optional descriptions map (name -> description) to\nGetAllSituationsForProjectResultSuccess and populate it in the\nproject manager handler, so nodes can build rich situation dropdowns\n(name + description\n[…]\nps[bot]@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\nCo-authored-by: Jason Schleifer <jason.schleifer@gmail.com>\nCo-authored-by: Collin Dutter <collin@griptape.ai>",
          "is_bot": true,
          "headline": "Return situation descriptions + generic dot-path field filtering from…",
          "author_name": "griptapeops[bot]",
          "author_login": "griptapeops[bot]",
          "committed_at": "2026-07-08T22:06:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5889ff563573ee3ee5313e16d8e159faae3f167e",
          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore: bump v0.93.0 (#5094)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-08T20:29:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f723e54cd7e40a444bdc1a3c97e8884f2b307375",
          "body": "The docs had accumulated a flat, inconsistent layout: a \"Home\" tab mixing\ninstallation, configuration, scripting, and the project system; a \"How-To\"\ngrab-bag duplicating content that lived elsewhere; opaque directory names\n(ftue/, how_to/); and no ordering within sections.\n\nReorganize around the rea\n[…]\nges: renaming the lesson files to index.md shortened their\nURLs by one segment, and their raw <img src=\"../assets/...\"> tags (which\nmkdocs passes through unrewritten) then resolved one level too high.",
          "is_bot": false,
          "headline": "docs: restructure into journey-based information architecture (#5090)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-08T19:09:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9d795c57e4bde41967c5fca530150ffac32214c8",
          "body": "* fix(publishing): pin engine dependency to full commit SHA\n\n* fix(publishing): resolve editable-install commit from checkout url\n\n* test(publishing): make editable-install path assertion platform-agnostic\n\n* test(publishing): assert editable commit derives from url, not conversion",
          "is_bot": false,
          "headline": "fix(publishing): pin engine dependency to full commit SHA (#5088)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-08T17:44:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1e0a500e25ced659d30d82f0cae4073523e42a5",
          "body": "…e the same file (#5086)",
          "is_bot": false,
          "headline": "fix(publishing): skip static file copy when source and destination ar…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-08T16:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a6cecf746859826e5f82d4eab212272034662ff",
          "body": "…(#5084)\n\n* fix(resolution): halt value propagation into locked nodes during run; close #5083\n\nThe parallel resolution engine pushed upstream values into a node's inputs before executing it, even when the node was locked. The locked node rejected the write and the collector escalated the failure int\n[…]\nn collect_values_from_upstream_nodes, mirroring the editor set-parameter path that already skips locked destination nodes (#2598).\n\n* docs(resolution): clarify locked-node freeze semantics in comments",
          "is_bot": false,
          "headline": "fix(resolution): halt value propagation into locked nodes during run …",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-08T16:40:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f8be7c6b7e390e8c85b0b65e3e175da2bfd277f6",
          "body": "* add codec perms\n\n* tests\n\n* Address primary concerns from PR\n\n* feat(codec-perms): stage codec-vet bytes to project temp; fail closed on unverified codecs\n\nReplaces the OS-temp NamedTemporaryFile approach with a project-scoped\nSAVE_TEMP_FILE staging flow, so gated video writes no longer double dis\n[…]\nok\ntests, +2 new regression tests). 3311 unit tests pass. make check clean.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(engine): video codec permission checks via ArtifactManager (#5037)",
          "author_name": "James Clarendon",
          "author_login": "SavagePencil",
          "committed_at": "2026-07-08T16:24:42Z",
          "body_truncated": true,
          "is_coding_agent": true
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        {
          "oid": "3815ac07b8fe058ee2cbed6a0180760baa70fa02",
          "body": "…(#5080)",
          "is_bot": false,
          "headline": "feat: scaffold workspace skills directory when building agent runner …",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-08T00:40:31Z",
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          "oid": "247372d3083aa6b2a41d9ce715d0876c6848be61",
          "body": "…st + rename GetVariablesRequest (#5052)\n\n* feat(variables): project macro substitution + ListSubstitutablesRequest\n\n- `{workspace_dir}`, `{workflow_name}`, `{workflow_dir}`, `{static_files_dir}`,\n  `{project_dir}`, and any project template directories (e.g. `{inputs}`,\n  `{outputs}`) now resolve in\n[…]\nd\nwhen request.names contains repeated names. Sorted for stable output.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(variables): project macro substitution + ListSubstitutablesReque…",
          "author_name": "Jason Schleifer",
          "author_login": "shhlife",
          "committed_at": "2026-07-07T23:47:37Z",
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          "oid": "6191d37d9ed66dc6213c28f6e8ef070d138413cc",
          "body": null,
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          "headline": "fix(agent): persist provider enabled/icon fields (#5079)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-07T20:15:47Z",
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          "oid": "f64afe131ca0c3005e8a0d757dda5b79ac90a26c",
          "body": "…n, icon) and surface it to the GUI (#5072)\n\n* feat(publishing): add optional display_name to PublishWorkflowRegisteredEventData\n\nLibraries can now register a human-readable display name for their publishing\ntarget. When set, the GUI should render it in the publish menu/dialog instead\nof the raw lib\n[…]\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "Add publishing-target presentation metadata (display_name, descriptio…",
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          "author_login": "griptapeops[bot]",
          "committed_at": "2026-07-06T23:41:26Z",
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          "oid": "eb26c2c91fd99c5251609a4d23b19ec98ce9c1c0",
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          "headline": "Add docs for publishing (#5020)",
          "author_name": "Zach Giordano",
          "author_login": "zachgiordano",
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          "oid": "f205b907138cc309d8086090ae5b22f9d1cd1e55",
          "body": "…dropdowns (#5040)\n\n* feat(access): ModelAccessParameter component for license-gated model dropdowns\n\nReusable parameter component (mirrors HuggingFaceModelParameter) that\ndecorates a node's model-selection Parameter with:\n  - an Options trait with the helper-owned model_choices,\n  - an inline Butto\n[…]\n\ncomposition (base-class diversity, namespace hygiene, multiple-instances).\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(access): ModelAccessParameter component for license-gated model …",
          "author_name": "James Clarendon",
          "author_login": "SavagePencil",
          "committed_at": "2026-07-06T20:33:26Z",
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          "oid": "9534fa7a723491b9115f45da6daf199f1e97d58b",
          "body": "…ppress canvas leak (#5064)\n\n* fix(subflow): stamp referenced_workflow_name into flow metadata to suppress canvas leak\n\nWhen a ControlFlow is created inside a ReferencedWorkflowContext, write\nreferenced_workflow_name into flow.metadata so that GetFlowMetadataRequest\nsurfaces it to the GUI.  This giv\n[…]\neavier GetFlowDetailsRequest.\n\nFixes #4962\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* update to remove metadata\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(subflow): stamp referenced_workflow_name into flow metadata to su…",
          "author_name": "Kate Forsberg",
          "author_login": "kateforsberg13",
          "committed_at": "2026-07-06T19:31:44Z",
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          "oid": "2522156504d446ce9615367705cea98d1807a012",
          "body": "* initial default template\n\n* Schema version save policy: auto-upgrade within major, preserve across major\n\n* Gate breaking default-template payload behind schema major (v0/v1 fork)\n\nSplit DEFAULT_PROJECT_TEMPLATE into v0 (frozen legacy baseline) and v1\n(workflow-relative dirs, file_extension_direct\n[…]\n index?:03\n\n---------\n\nCo-authored-by: Jason Schleifer <jason.schleifer@gmail.com>\nCo-authored-by: James Clarendon <james.clarendon@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update/default project template (#4999)",
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          "author_login": "cjkindel",
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          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore: bump v0.92.0 (#5066)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-06T19:16:11Z",
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          "oid": "50f8d3902fa8fe9b3057ec47221b5c181142b790",
          "body": "* get_library_info_by_library_name to return valid library\n\n* fix windows unit tests",
          "is_bot": false,
          "headline": "get_library_info_by_library_name to return valid library (#5065)",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-06T19:03:21Z",
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          "oid": "fb1217df579140e5ff6bc10a6879912f75bc1665",
          "body": "* Surface a friendly error when a custom/local provider is unreachable\n\nMap connection-class httpx failures (ConnectError/ConnectTimeout/RequestError,\nincluding timeouts) to a plain-language message that names the endpoint and\npoints at the likely cause (local server not running), instead of leaking\n[…]\ne transport error out of the model-client wrapper).\n\n---------\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>\nCo-authored-by: Jason Schleifer <jason.schleifer@gmail.com>",
          "is_bot": true,
          "headline": "Friendly error when a custom/local provider is unreachable (#5055)",
          "author_name": "griptapeops[bot]",
          "author_login": "griptapeops[bot]",
          "committed_at": "2026-07-06T18:16:28Z",
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          "oid": "67ecdce4758c116f72b78644b935ce74b7ba0f60",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 5 to 7.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v5...v7)\n\n---\nupdated-dependencies:\n- dependency-name: astral-sh/setup-uv\n  dependency-version: '\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "ci(deps): bump astral-sh/setup-uv from 5 to 7 (#5056)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T17:26:18Z",
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        {
          "oid": "2dd86e9e80014414208c29f513f3377c716c4e2e",
          "body": "Bumps [pymdown-extensions](https://github.com/facelessuser/pymdown-extensions) from 10.21.3 to 11.0.1.\n- [Release notes](https://github.com/facelessuser/pymdown-extensions/releases)\n- [Commits](https://github.com/facelessuser/pymdown-extensions/compare/10.21.3...11.0.1)\n\n---\nupdated-dependencies:\n- \n[…]\nrect:development\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pymdown-extensions from 10.21.3 to 11.0.1 (#5057)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T17:26:06Z",
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          "oid": "b1ca8e4523340f798692e921348ee7856756c734",
          "body": "Bumps [fastapi](https://github.com/fastapi/fastapi) from 0.138.1 to 0.139.0.\n- [Release notes](https://github.com/fastapi/fastapi/releases)\n- [Commits](https://github.com/fastapi/fastapi/compare/0.138.1...0.139.0)\n\n---\nupdated-dependencies:\n- dependency-name: fastapi\n  dependency-version: 0.139.0\n  \n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump fastapi from 0.138.1 to 0.139.0 (#5058)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T17:25:55Z",
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        },
        {
          "oid": "a09c6d6040b28437b53fc796ce472530b5a7a5db",
          "body": "Bumps [anyio](https://github.com/agronholm/anyio) from 4.14.0 to 4.14.1.\n- [Release notes](https://github.com/agronholm/anyio/releases)\n- [Commits](https://github.com/agronholm/anyio/compare/4.14.0...4.14.1)\n\n---\nupdated-dependencies:\n- dependency-name: anyio\n  dependency-version: 4.14.1\n  dependenc\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump anyio from 4.14.0 to 4.14.1 (#5059)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T17:25:40Z",
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        },
        {
          "oid": "1cce8cca92044ea80115fdb2f02b95066528d2e5",
          "body": "Bumps [uvicorn](https://github.com/Kludex/uvicorn) from 0.49.0 to 0.50.0.\n- [Release notes](https://github.com/Kludex/uvicorn/releases)\n- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/uvicorn/compare/0.49.0...0.50.0)\n\n---\nupdated\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump uvicorn from 0.49.0 to 0.50.0 (#5060)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T17:25:23Z",
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        },
        {
          "oid": "1561439c011704b473cab85fa4831cbfb003e47e",
          "body": "Bumps [json-repair](https://github.com/mangiucugna/json_repair) from 0.61.0 to 0.61.2.\n- [Release notes](https://github.com/mangiucugna/json_repair/releases)\n- [Commits](https://github.com/mangiucugna/json_repair/compare/v0.61.0...v0.61.2)\n\n---\nupdated-dependencies:\n- dependency-name: json-repair\n  \n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump json-repair from 0.61.0 to 0.61.2 (#5061)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T17:25:02Z",
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          "oid": "28ae1de2a419ee9ae26601f5ff4234bcdc9f51d1",
          "body": "…bsocket payloads (#5021)\n\n* fix breaking out of loop issue and list issue\n\n* fix: shallow-copy results list instead of deepcopy to restore payload dedup\n\ncopy.deepcopy on _results_list created new object identities for every\niteration result on every broadcast, breaking the save-side deduplication\n\n[…]\nead of being discarded.\n\nCloses #4981\nCloses #4967\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix comments here\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: loop break/skip, falsy values in ParameterList, and oversized we…",
          "author_name": "Kate Forsberg",
          "author_login": "kateforsberg13",
          "committed_at": "2026-07-02T22:17:24Z",
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          "oid": "ac8e578ed1f61d1ebb662fe896c0b94f41dc4256",
          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore: bump v0.91.0 (#5038)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-02T21:41:42Z",
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          "oid": "5e860f038e9685359b20646440443f45ecf59713",
          "body": "…) (#5036)\n\n* Fix: apply Windows long-path prefix unconditionally; extract os_utils\n\nCopyTreeRequest failed with WinError 206 on deep destination trees because\n_apply_windows_long_path_prefix was length-gated: a short destination root\n(e.g. under %TEMP%) was handed to the filesystem unprefixed, so p\n[…]\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "CopyTreeRequest fails on Windows for deep destination trees (MAX_PATH…",
          "author_name": "griptapeops[bot]",
          "author_login": "griptapeops[bot]",
          "committed_at": "2026-07-02T21:17:46Z",
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          "oid": "4ff4ba4a045f938798f28c15d1ef085467b15498",
          "body": "…(#5030)\n\n* fix(execution): run independent nodes in a subflow group in parallel\n\nRunning a Subflow Node Group executes the group's own subflow through the\nisolated-subflow DAG path in `_process_nodes_for_dag`. That path reused the\ntop-level `exclude_subflow_group_children` scope filter, which drops\n[…]\nhat exact subflow. A nested group still appears as its\nproxy node and executes its own subflow in turn, so nothing runs twice.\n\n* test(execution): unit-cover isolated subflow group-child scope seeding",
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          "headline": "fix(execution): run independent nodes in a subflow group in parallel …",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-02T20:45:55Z",
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          "oid": "efd27ca444954e7e9442f0efb3d35de027f0cc84",
          "body": "…D on #4990) (#5026)\n\n* feat(macros): add `###` sequence-slot shorthand; close #4902\n\nAdds an explicit grammar feature for the macro parser that marks a slot\nas system-allocated. A run of `N` hash characters in a macro template\n(`###`, `####`, ...) desugars to a synthesized ``ParsedVariable`` named\n\n[…]\ntion_mark_is_literal\n- test_parse_sequence_shorthand_leading_separator_with_trailing_optional\n- error_position is None assertions on the two failure-mode tests\n\n3105 unit tests pass; make check clean.",
          "is_bot": false,
          "headline": "feat(macros): leading separator `{var?:^prefix}`; close #5023 (BLOCKE…",
          "author_name": "James Clarendon",
          "author_login": "SavagePencil",
          "committed_at": "2026-07-02T20:28:37Z",
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          "oid": "d89cee6b482bd17e8d04b8ce2ac38dbc869ab8bf",
          "body": "* dedupe project inheritance walking\n\n* Document and test offline-workspace fail-closed on unreadable ancestor\n\nThe deduped offline workspace walk requires each chain node's overlay to be\nreadable to stay on the chain, so an ancestor with an unreadable project YAML\nis now skipped even if it declares a workspace via a project_workspaces\noverride or adjacent config. Document this fail-closed behavior on\n_inherit_workspace_from_parents_offline and pin it with a test.",
          "is_bot": false,
          "headline": "dedupe project inheritance walking (#5019)",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-02T19:39:44Z",
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          "oid": "a830ac45d20bb884386b01e0da1cc82972fa788f",
          "body": "…ges (#5016)",
          "is_bot": false,
          "headline": "ci: advance main to next version after release and gate un-bumped mer…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-02T19:04:43Z",
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        {
          "oid": "479fc320d3773268a97ac8d8ce02c0c3fe35f325",
          "body": "…034)\n\nGenerated workflow files failed to import with SyntaxError when a\nworkflow-input parameter name contained characters invalid in a Python\nidentifier (e.g. `(`, `)`, `.`, `-`), which happens when a node name\ncontains them (e.g. `Generate Media (Diffusion Pipeline)`). The raw\nparameter name was \n[…]\ninput` dict key, so\nthe workflow shape is unchanged.\n\nCloses #5033\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "Fix: emit identifier-safe argparse dest for workflow-input params (#5…",
          "author_name": "griptapeops[bot]",
          "author_login": "griptapeops[bot]",
          "committed_at": "2026-07-02T18:25:50Z",
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          "oid": "6d5248eb41ec23e07d490f32de15c9b20cd272c1",
          "body": "…4963)\n\n* feat(nodes): inline workflow variable substitution in string parameters\n\nStrings containing {VAR} syntax in node parameters are now automatically\nresolved against workflow variables at execution time via get_parameter_value().\nSubstitution is transparent to node authors, fires only inside \n[…]\ny.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\n(cherry picked from commit 5d676032379b3500c3640606e2a84a6068a09f86)",
          "is_bot": false,
          "headline": "feat(nodes): inline variable substitution with per-workflow toggle (#…",
          "author_name": "Jason Schleifer",
          "author_login": "shhlife",
          "committed_at": "2026-07-02T17:52:22Z",
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          "oid": "41d706f0fffebf0e959f744ee84650c429c4b7ff",
          "body": "…018)\n\nThe engine rendered the startup \"engine ready\" banner and the library\nstatus table directly to the console, and the banner's single \"Version\"\nline reported only the engine version, which reads ambiguously next to\nthe application version. Presentation of these (banner copy that points\nusers at\n[…]\noding the app package name.\n\nOther consumers (the GUI, the desktop app) can react to the same event\nand its structured library data.\n\nPaired with the griptape-nodes-app change that renders this event.",
          "is_bot": false,
          "headline": "feat(startup): broadcast engine-ready event for the app to render (#5…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-02T17:29:44Z",
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        {
          "oid": "f84da5f88223fe342bdf71dcf6f8c1e67f55b065",
          "body": "* feat(macros): add `###` sequence-slot shorthand; close #4902\n\nAdds an explicit grammar feature for the macro parser that marks a slot\nas system-allocated. A run of `N` hash characters in a macro template\n(`###`, `####`, ...) desugars to a synthesized ``ParsedVariable`` named\n``_index`` carrying a \n[…]\nixed separators, and POSIX\nno-op cases. `PureWindowsPath` parses Windows-shaped strings on any\nhost OS, so these tests exercise the Windows edge cases from macOS\nand Linux runners too.\n\n* canonicalize",
          "is_bot": false,
          "headline": "feat(macros): add `###` sequence-slot shorthand; close #4902 (#4990)",
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                "detail": "top contributor authored 46% of commits",
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                  {
                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
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                "detail": "16 contributors",
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                "key": "openssf_scorecard_contributors",
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                "detail": "project has 6 contributing companies or organizations",
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            ]
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          {
            "key": "responsiveness",
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            "notes": [],
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            "inputs": {
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                "key": "issue_resolution",
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                      "share": 72
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2300/2493 decided PRs merged",
                "points": 35.3,
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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          {
            "key": "stewardship",
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            "notes": [],
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            "inputs": {
              "followers": 188,
              "owner_type": "Organization",
              "is_verified": null,
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            "components": [
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                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "188 followers of griptape-ai",
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                "status": "partial",
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                  {
                    "code": "owner_followers",
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                      "count": 188,
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                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "92 public repos, account ~3 yr old",
                "points": 20,
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                "details": [
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                    "code": "public_repos",
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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              "ecosystems": "pypi",
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                "key": "published_resolvable",
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 4 days ago",
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                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
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              {
                "key": "version_history",
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                "points": 20,
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                "details": [
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                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
                "points": 20,
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                "details": [
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                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 67,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
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              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "10 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
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                "max_points": 24
              },
              {
                "key": "linter_config",
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                "points": 0,
                "status": "missed",
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
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                "max_points": 9.6
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              {
                "key": "editorconfig",
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                "points": 0,
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                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
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                "points": 30,
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              {
                "key": "documentation_directory",
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                "key": "documentation_homepage_site",
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
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            ]
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "notes": [
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            "value": 67,
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              "scorecard_aggregate": 6.7
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            "components": [
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                "key": "binary_artifacts",
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              {
                "key": "branch_protection",
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                "key": "ci_tests",
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                "details": [],
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 21/23 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "internal error: internal error: Client.Search.Code: io.ReadAll: stream error: stream ID 1; INTERNAL_ERROR; received from peer",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow 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": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:griptape-nodes-engine@0.94.4 runtime dependency closure — what installing the published package pulls in — 117 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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              {
                "code": "advisories_scope_published",
                "params": {
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              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 117,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
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                ],
                "max_points": 35
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              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
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                ],
                "max_points": 25
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              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "advisories_no_publication_date",
                    "params": {}
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 117,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "no_malicious_dependencies",
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                ],
                "max_points": 100
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 10
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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      {
        "key": "ai_readiness",
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        "name": "AI Readiness",
        "value": 72,
        "weight": 0,
        "metrics": [
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            "inputs": {
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              "agent_instruction_max_bytes": 6325
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            "components": [
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                "key": "agent_instructions",
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                ],
                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "legible_commit_history",
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                "points": 40,
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                "details": [
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                    "code": "legible_history",
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                "max_points": 40
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          },
          {
            "key": "ai_verify_loop",
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            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
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              "lockfiles": [
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              "has_dockerfile": true,
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              "agent_commit_share": 0.21,
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              "dependency_bot_commit_share": 0.19
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                "max_points": 18
              },
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                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
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                "max_points": 22
              },
              {
                "key": "lint_format_config",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
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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.