Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-25 16:31 UTC

griptape-ai / griptape-tools

Tools for the Griptape Framework.

PythonApache-2.0★ 27 зірок⑂ 7 форківз квіт. 2023 р.архівнийПереглянути на GitHub ↗

griptape-ai/griptape-tools має індекс здоров’я 17 зі 100, що відповідає смузі «Критичний». Найвищий показник — Sustainability & Governance (58/100), найнижчий — Vitality (20/100). Репозиторій заархівовано, тож подальшої підтримки не очікується.

17
загалом / 100
Критичний

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.

17
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.

Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.

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-tools0.16.3111371100 днів тому

Метрики за категоріями

Життєздатність

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

20Критичний · 22% загального індексу
Як обчислюється оцінка
0/36Свіжість push — останній push 1 071 дн. тому
0/36Ритм комітів — 0/52 тижнів із комітами
0/18Обсяг комітів — 0 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — project is archived
Використані вхідні дані
commits_last_year0
human_commit_share1
days_since_last_push1 071
active_weeks_last_year0

Дисципліна релізів

48У зоні ризику
Як обчислюється оцінка
16.2/27Випускає релізи — 37 тегів версій (без релізів GitHub)
0/36Свіжість релізів — останній реліз 1 100 дн. тому
27/27Ритм релізів — реліз кожні ~3,7 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count37
latest_release_tagv0.16.3
releases_from_tagsтак
days_since_latest_release1 100
mean_days_between_releases3,7
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?

38У зоні ризику · 18% загального індексу
Як обчислюється оцінка
23/60Зірки — 27 зірок
6.5/25Форки — 7 форків
0/15Спостерігачі — 2 спостерігачів
Використані вхідні дані
forks7
stars27
watchers2
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)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
27.3/80Щомісячні завантаження — 111 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesgriptape-tools
dependents
ecosystemspypi
total_downloads
monthly_downloads111
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?

58Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
1.3/22.5Розподіл комітів — головний контриб’ютор — автор 94% комітів
8.1/13.5Широта контриб’юторів — 6 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Використані вхідні дані
bus_factor1
contributors_sampled6
top_contributor_share0,943
Як обчислюється оцінка
46.8/46.8Вирішення issue — закрито 100% issue
29.1/38.3Прийняття PR — злито 19/25 вирішених PR
1.5/15OpenSSF Scorecard: Code-Review — Found 3/30 approved changesets -- score normalized to 1
Використані вхідні дані
merged_prs19
open_issues0
closed_issues7
issue_closed_ratio1
closed_unmerged_prs6
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
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
4/35Свіжість публікацій — остання публікація 1 100 дн. тому
20/20Історія версій — 37 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgriptape-tools
ecosystemspypi
any_deprecatedні
min_days_since_publish1 100

Інженерна якість

Чи наявні базові інженерні практики та документація?

55Помірний · 20% загального індексу

Інженерні практики

48У зоні ризику
Як обчислюється оцінка
24/24Процеси CI — 1 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 10 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

65Помірний
Як обчислюється оцінка
30/30README
0/25Каталог документації
15/15Сайт документації / домашня сторінка — https://docs.griptape.ai
10/10Опис репозиторію
10/10Теми — 8 тем
0/10Wiki
Використані вхідні дані
topicsnlp, python, ai, cohere, gpt, huggingface, llm, openai
has_wikiні
homepagehttps://docs.griptape.ai
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

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

42У зоні ризику · 16% загального індексу

Стан безпеки

27Критичний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
0/2.5CI-Tests — 0 out of 10 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/30 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
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 is archived
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
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
0/7.5Vulnerabilities — 160 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate2,7
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging, 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_packages49
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-tools@0.16.3 — тим, що тягне за собою встановлення опублікованого пакета, — 49 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.

36У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
9.1/40Читабельна історія комітів — намір зазначено у 17 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,17
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
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
lockfilespoetry.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/60 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes17 894
source_files_sampled60
oversized_source_files0

Ключові факти

27зірок GitHub
6контриб'юторів
0комітів за останні 12 місяців
1 071днів від останнього пушу
37релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

Історія зірок і форків 0 ★ / 7 ⇿
0Зірки
7Форки
29Релізи

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.

1234567712023-042023-052023-07
Мажорні 0Мінорні 12Патчі 17
OpenSSF Scorecard 2.7 / 10
2.7сукупно

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 16:31 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 10 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/30 approved changesets -- score normalized to 1
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject is archived
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities160 existing vulnerabilities detected
Прямі залежності 4
РеєстрПакетОбмеження версіїМаніфест
PyPIgriptape>= 0.14.6pyproject.toml
PyPIdocker^6.1.3pyproject.toml
PyPIstringcase^1.2.0pyproject.toml
PyPIboto3^1.28.2pyproject.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

Сповіщення про залежності 0

Встановлення pypi:griptape-tools@0.16.3 тягне 49 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
{
  "data": {
    "repo": {
      "topics": [
        "nlp",
        "python",
        "ai",
        "cohere",
        "gpt",
        "huggingface",
        "llm",
        "openai"
      ],
      "is_fork": false,
      "size_kb": 678,
      "has_wiki": false,
      "homepage": "https://docs.griptape.ai",
      "languages": {
        "Python": 105028,
        "Makefile": 203,
        "Dockerfile": 109
      },
      "pushed_at": "2023-08-19T00:11:53Z",
      "created_at": "2023-04-06T20:10:26Z",
      "owner_type": "Organization",
      "updated_at": "2026-04-08T16:52:43Z",
      "description": "Tools for the Griptape Framework.",
      "is_archived": true,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.griptape.ai/",
      "name": "Griptape",
      "type": "Organization",
      "login": "griptape-ai",
      "company": null,
      "location": "United States of America",
      "followers": 188,
      "avatar_url": "https://avatars.githubusercontent.com/u/123192176?v=4",
      "created_at": "2023-01-20T16:33:22Z",
      "is_verified": null,
      "public_repos": 92,
      "account_age_days": 1281
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.16.3",
          "kind": "patch",
          "published_at": "2023-07-21T03:57:21Z"
        },
        {
          "tag": "v0.16.2",
          "kind": "patch",
          "published_at": "2023-07-20T16:41:58Z"
        },
        {
          "tag": "v0.16.1",
          "kind": "patch",
          "published_at": "2023-07-19T23:13:35Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2023-07-18T23:03:29Z"
        },
        {
          "tag": "v0.15.1",
          "kind": "patch",
          "published_at": "2023-07-07T19:53:23Z"
        },
        {
          "tag": "v0.15.0",
          "kind": "minor",
          "published_at": "2023-07-07T17:50:02Z"
        },
        {
          "tag": "v0.14.1",
          "kind": "patch",
          "published_at": "2023-07-04T22:33:03Z"
        },
        {
          "tag": "v0.14.0",
          "kind": "minor",
          "published_at": "2023-06-29T22:41:33Z"
        },
        {
          "tag": "v0.13.4",
          "kind": "patch",
          "published_at": "2023-06-21T19:39:54Z"
        },
        {
          "tag": "v0.13.3",
          "kind": "patch",
          "published_at": "2023-06-17T21:47:07Z"
        },
        {
          "tag": "v0.13.2",
          "kind": "patch",
          "published_at": "2023-06-17T21:40:42Z"
        },
        {
          "tag": "v0.13.1",
          "kind": "patch",
          "published_at": "2023-06-17T20:11:07Z"
        },
        {
          "tag": "v0.13.0",
          "kind": "minor",
          "published_at": "2023-06-15T23:34:23Z"
        },
        {
          "tag": "v0.12.3",
          "kind": "patch",
          "published_at": "2023-06-03T22:49:13Z"
        },
        {
          "tag": "v0.12.2",
          "kind": "patch",
          "published_at": "2023-06-02T18:41:25Z"
        },
        {
          "tag": "v0.12.1",
          "kind": "patch",
          "published_at": "2023-06-02T18:40:55Z"
        },
        {
          "tag": "v0.12.0",
          "kind": "minor",
          "published_at": "2023-06-02T02:05:35Z"
        },
        {
          "tag": "v0.11.0",
          "kind": "minor",
          "published_at": "2023-05-19T13:43:45Z"
        },
        {
          "tag": "v0.10.2",
          "kind": "patch",
          "published_at": "2023-05-13T06:49:14Z"
        },
        {
          "tag": "v0.10.1",
          "kind": "patch",
          "published_at": "2023-05-10T23:20:21Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2023-05-10T21:03:19Z"
        },
        {
          "tag": "v0.9.2",
          "kind": "patch",
          "published_at": "2023-05-03T17:52:51Z"
        },
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2023-05-03T17:37:10Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2023-04-30T21:07:33Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2023-04-24T19:31:34Z"
        },
        {
          "tag": "v0.7.1",
          "kind": "patch",
          "published_at": "2023-04-21T20:55:36Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2023-04-18T22:51:58Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2023-04-16T19:50:27Z"
        },
        {
          "tag": "v0.5.3",
          "kind": "patch",
          "published_at": "2023-04-16T16:00:03Z"
        },
        {
          "tag": "v0.5.2",
          "kind": "patch",
          "published_at": "2023-04-14T20:01:08Z"
        },
        {
          "tag": "v0.5.1",
          "kind": "patch",
          "published_at": "2023-04-13T21:56:34Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2023-04-13T17:52:11Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2023-04-11T20:42:11Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2023-04-09T16:59:08Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2023-04-09T16:49:28Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2023-04-07T16:17:35Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2023-04-06T23:05:05Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "75d5241a228e876514b445c4f9a029276911b8eb",
          "body": null,
          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-08-19T00:11:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6924af03ea19beac36a4cdf56aca7aca3427e1d0",
          "body": null,
          "is_bot": false,
          "headline": "Rename and refactor KnowledgeBaseClient to VectorStoreClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-08-16T18:50:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d566eab85502b0b954bf9d05e4609dfbbabe0d29",
          "body": "Co-authored-by: Vasily Vasinov <vasily@griptape.ai>",
          "is_bot": false,
          "headline": "added ProxycurlClient tool and corresponding testfile (#35)",
          "author_name": "Devin Jones",
          "author_login": "devinjones812",
          "committed_at": "2023-07-30T14:55:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16cdd92733189c9c2f168b7a2da057b943de3027",
          "body": "Gmail tool: \r\n- requires service account\r\n- creates draft emails in any workspace account\r\nGoogle Cal tool: \r\n- requires service account\r\n- creates event in any workspace calendar\r\n- lists upcoming events w/ a max return parameter",
          "is_bot": false,
          "headline": "Google Calendar and Google Gmail tools (#31)",
          "author_name": "Kyle Roche",
          "author_login": "kyleroche",
          "committed_at": "2023-07-24T21:18:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f989b2d983e3f15c1e9c01a866f658a6c5e8b8b3",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.16.3",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-21T03:57:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c66956b2f7d585ef90f0fa57dc07f9f164ccff6",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' of github.com:griptape-ai/griptape-tools",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-21T03:56:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0504809d5b3178c71d933dd9b587ed732ea22c6",
          "body": null,
          "is_bot": false,
          "headline": "Update KnowledgeBaseClient default behavior",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-21T03:56:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c30fec6eedb285a2264ee5b102e90517881edf8c",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-21T03:56:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8cfe90d95a144b23da8d67e1fbf54e0da1abd16",
          "body": "`input_memory` is optional, and must be checked before finding.",
          "is_bot": false,
          "headline": "Check if input_memory exists (#34)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2023-07-20T21:44:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfe6b0f240443faab7f0128868393f67f896be78",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.16.2",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-20T16:41:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b24a84a740598dbe39595f1b14c0ab26e9953ae1",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-20T16:41:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9116226897dfb75fdf88236f4775cd5e55b72014",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.16.1",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-19T23:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7d5e63033dbdd8b2a8824430bc0bbaaf7d37cd9",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-19T23:13:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1653b1dea28b5266711951ad119a8adcc340db9",
          "body": null,
          "is_bot": false,
          "headline": "Tool tweaks (#33)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-19T23:05:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cc4ab795eae8e779ac7f56aa45bafd409ab758e",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.16.0",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T23:03:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ac72f52055a30a394d109657c57ce77a3d85fe1",
          "body": null,
          "is_bot": false,
          "headline": "Update griptape version and other dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T23:03:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2611d6531373735afdd958d33647eee0eef70a30",
          "body": null,
          "is_bot": false,
          "headline": "Update Calculator tool prompt",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T23:02:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27f369aad503a0bb111459584ce05cfc2a200338",
          "body": null,
          "is_bot": false,
          "headline": "Tweak DateTime.get_current_datetime prompt (#32)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T19:36:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1d2fb024cfa9cf7e15e2a14f9c2ded7211d90f4",
          "body": null,
          "is_bot": false,
          "headline": "Tool output processor (#30)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T17:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf3fc01bed42af94af6315bd059575c5b34b6d3a",
          "body": null,
          "is_bot": false,
          "headline": "Create Computer.local_workdir if it doesn't exist (#29)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-14T17:47:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f068085734bfa5572e732cfa1fe5c5564eb739dc",
          "body": null,
          "is_bot": false,
          "headline": "Computer tool fixes (#28)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-12T16:08:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0faab2d83ee0bc0e16e6a927c71532e2a5d41a9",
          "body": null,
          "is_bot": false,
          "headline": "Add the Computer tool (#27)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-11T21:33:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "151bdc17eb41e2cbbf0af2fa8d9e55d33a15bf8c",
          "body": null,
          "is_bot": false,
          "headline": "Update deps (#26)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-11T16:39:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27754452cc485723c4825d3f03e0e5563556edb8",
          "body": null,
          "is_bot": false,
          "headline": "Update DateTime tool description",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-09T17:40:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27044c8c68c11447bff0cd28833656f6aca223e8",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.15.1",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-07T19:53:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fed2309029add9065c83412ed9c1408c8ae9c26a",
          "body": null,
          "is_bot": false,
          "headline": "Add TextMemoryBrowser.extract to the default denylist",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-07T19:53:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75ac294c50f80c9720f479f33db3c29468bacd56",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.15.0",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-07T17:50:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87de73b5156bc44f9c6e5da8c5154565183645ee",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-07T17:49:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eef6702d69e9c9a08a26eebf3ff9112c2cbc870f",
          "body": null,
          "is_bot": false,
          "headline": "Fix test",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-06T19:40:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcee1af71a621957c1221c6b83127e44aa8af3e1",
          "body": null,
          "is_bot": false,
          "headline": "Added AwsS3Client.upload_objects",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-06T16:31:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cc139ad749989971f162fe95ba3c8d04b9d236b",
          "body": null,
          "is_bot": false,
          "headline": "Add mailboxes to the EmailClient tool",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-06T15:54:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f007b6423a21017d097a4437d2e0d57eb6eb0c98",
          "body": null,
          "is_bot": false,
          "headline": "Handle non-OK responses in EmailClient.retrieve",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-06T15:21:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a0d5651309aed63353e152f501a8820a1bbaa20",
          "body": null,
          "is_bot": false,
          "headline": "Refactor EmailClient.retrieve logic",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-05T16:33:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b73585541495196b7ebb9d53420176f946c8d6b9",
          "body": null,
          "is_bot": false,
          "headline": "Improve search retrieval in EmailClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-05T16:09:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "871ec7ea1b00e89a7e6639db8cd38ed92404dad0",
          "body": "# Conflicts:\n#\tpoetry.lock\n#\tpyproject.toml",
          "is_bot": false,
          "headline": "Merge branch 'fix-deps'",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T22:34:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d526fb367df97be54e3923d30dd7822e5295d0a0",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.14.1",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T22:33:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27d55b4d6620a4ef7a763a339d2b192b3716a7b1",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T22:32:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f922563beba4d9be8f58cbfbf20112db3142faa0",
          "body": null,
          "is_bot": false,
          "headline": "Improve EmailClient.retrieve",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T22:29:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c97bee0e97acd909dbd19ea4d174ab0192329fbd",
          "body": "…ivities",
          "is_bot": false,
          "headline": "Add TextMemoryBrowser.insert and refactor other TextMemoryBrowser act…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T20:02:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7433669fea5ebed52c2b71acfd743c17d0961d00",
          "body": null,
          "is_bot": false,
          "headline": "Fix Build Url In Rest Api Client (#25)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2023-07-04T19:39:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5ae03b9ceca7d2cf1cb93ff54f9c26db7e30263",
          "body": null,
          "is_bot": false,
          "headline": "Rest Api Tool Improvements (#15)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2023-07-04T18:54:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4740b3e7e391e173a76a0026357d6578ad1688f",
          "body": null,
          "is_bot": false,
          "headline": "Aws iam (#24)",
          "author_name": "Kyle Roche",
          "author_login": "kyleroche",
          "committed_at": "2023-07-04T18:49:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb9efcd9354fc03ce71c35fedc4f38cb9351b383",
          "body": "# Conflicts:\n#\tpoetry.lock",
          "is_bot": false,
          "headline": "Merge branch 'main' of github.com:griptape-ai/griptape-tools",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-03T21:14:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c97583cf45b80cb1512dcac6e409b4ba73e1a20",
          "body": "…mory",
          "is_bot": false,
          "headline": "Update TextMemoryBrowser and FileManager to support multiple input_me…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-03T21:13:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84dec0d1aa762975a9bc5c90e95f5ec691c5f780",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry.lock",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-03T21:13:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "143aaa01a6f90056c8d3f8c26908472794725b15",
          "body": null,
          "is_bot": false,
          "headline": "s3 client (#23)",
          "author_name": "Kyle Roche",
          "author_login": "kyleroche",
          "committed_at": "2023-07-03T21:12:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0bd336b4402a099f3fa5dfa281a75847ee8376e",
          "body": null,
          "is_bot": false,
          "headline": "Fixed tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T22:00:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f0bc47b05c2bbb13af0ad2b2e9c0e2e43a92181",
          "body": null,
          "is_bot": false,
          "headline": "Remove the AwsCli tool",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T21:57:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11492e3d52a97d6c5240f00b479b71ba97f63441",
          "body": null,
          "is_bot": false,
          "headline": "Add the TextMemoryBrowser tool",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T21:55:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d808d9c6227e9f01fe915d6747978b9ab68ac0b",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T21:55:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0b2f5ce5dd8281e0b51092819e6acc32df029d2",
          "body": null,
          "is_bot": false,
          "headline": "Refactor tool return types",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T16:55:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd1f3e9d20a7d414e74f609b1e07efd544d9d6f0",
          "body": null,
          "is_bot": false,
          "headline": "Add KnowledgeBaseClient.summarize",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-30T15:29:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "80d72d583ef1577a1cd4d31e14f137d5fa1801f1",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.14.0",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-29T22:41:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42bf8b8250993fcc8dc962da32e875fe829eeb60",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-29T22:41:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8220ac68fd963adef052dbfc473da579217be0c4",
          "body": null,
          "is_bot": false,
          "headline": "added DateTime tool & corresponding test file (#19)",
          "author_name": "Devin Jones",
          "author_login": "devinjones812",
          "committed_at": "2023-06-27T16:25:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99e61844765c156873f8d4ed3254832bf7e1d0a8",
          "body": "…d names (#20)\n\nI found a few decorator description bugs while browsing\r\nhttps://github.com/griptape-ai/griptape-tools/blob/main/griptape/tools/rest_api_client/tool.py.\r\n\r\nAddresses: https://github.com/griptape-ai/griptape-docs/issues/31",
          "is_bot": false,
          "headline": "Update @activity decorator descriptions to reflect correct HTTP metho…",
          "author_name": "Sam Young",
          "author_login": "ysammy",
          "committed_at": "2023-06-26T18:37:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a6139fb6f155af70d6335a685d95f41327443a9",
          "body": "…nges\n\n- Update poetry.lock",
          "is_bot": false,
          "headline": "- Update SqlClient and FileManager to support the latest Griptape cha…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-25T21:07:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a285af936538180d9da518048ad922e7d6f1e99",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.4",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-21T19:39:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd167f5deae2410406111fe791be7c7d848fde70",
          "body": null,
          "is_bot": false,
          "headline": "Update KnowledgeBaseClient search prompt",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-21T19:39:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "caf45b332c1e286e70023dd4b7fd1f508fc67f78",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.3",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T21:47:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "974b95a645778f03a68e6c325005e83fa01b6b87",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T21:47:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6e67b77cc9461732fb4b55f55b247a92d24ed74",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.2",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T21:40:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9daf64170e2e75f7230fb5015e00e65695177b42",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T21:40:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e789459829b7cbbcc8cde9c56b5086e2cfecd6b",
          "body": null,
          "is_bot": false,
          "headline": "Fix tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T20:17:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d04ca61d2bdee4a5af736a6ea1e54df04244c19",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.1",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T20:11:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9723d2b4e7bc8be475232fa8ff5031a0318653c6",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T20:10:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "110ac05d6209420b5caf7a69b3d4318037354f84",
          "body": null,
          "is_bot": false,
          "headline": "Remove TextMemoryExtractor",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T20:03:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f210e16d50f72609f247e4f6a51763a9005357ee",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.0",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T23:34:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "252c5724caca5da5e4cb78d44b63098879735461",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry to the latest version of griptape",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T23:34:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "566d0aa587893d27332b51956731da4dbb4a246e",
          "body": null,
          "is_bot": false,
          "headline": "Update test names",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T23:30:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3535bd50461a25010142c8c01e95471e959a1ddc",
          "body": null,
          "is_bot": false,
          "headline": "Update all tools to support BaseTool.input_memory",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T23:22:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35df3823cebc77794ef1cb11830652b3a44915d8",
          "body": null,
          "is_bot": false,
          "headline": "Update griptape dep version",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T00:03:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c09efbcf28cfd2f2c255435633a0bcaf817bd436",
          "body": null,
          "is_bot": false,
          "headline": "Update deps",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T23:25:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbd95a61a2665a8a2e01b14825297bbadd31c3ae",
          "body": null,
          "is_bot": false,
          "headline": "Update griptape dependency version",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T23:17:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e81ae98c04acd6100972fdb41c7483a95ae160c6",
          "body": null,
          "is_bot": false,
          "headline": "Update SqlClient.execute_query signature",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T23:09:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61f7067c376b363d6ae951c2ee9b2ba6d78f953a",
          "body": null,
          "is_bot": false,
          "headline": "Replace ListArtifact with list[BaseArtifact]",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T22:27:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d946f6a89ec00fbfd39775c1047ad9b0d176c55f",
          "body": null,
          "is_bot": false,
          "headline": "Update TextFileManager actitivies and fix tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T17:36:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1305bef646dc69a2bf259a4f5e90ddd86507b5a",
          "body": null,
          "is_bot": false,
          "headline": "Remove pass_artifacts from TextMemoryExtractor",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T16:41:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f3bdda0e2b8c9d9c2cb43db497759a6faad6f07",
          "body": null,
          "is_bot": false,
          "headline": "Tweak TextMemoryExtractor activity prompts",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T22:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f80ab925861f76062f36515e706334df14e70cd1",
          "body": null,
          "is_bot": false,
          "headline": "Fix TestTextMemoryExtractor tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T21:04:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "978a0ca7bc0d23408ee97f25e7b66bae203fab30",
          "body": "… field, and change the query activity to query based on the memory vector driver",
          "is_bot": false,
          "headline": "Rename MemoryExtractor to TextMemoryExtractor, add an explicit memory…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T20:41:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9b63dba55cdbe0614adea54a7726bd4835c4e97",
          "body": null,
          "is_bot": false,
          "headline": "Rename MemoryProcessor to MemoryExtractor",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T20:04:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "845ddb13ae65faebf9816450f5b7bc05c6ee6caa",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry.lock",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T20:01:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb89eac9589c35ef6c5f37d90eb4c3735bf15385",
          "body": "…pendencies",
          "is_bot": false,
          "headline": "Update all tools to support the latest version of Griptape, update de…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T20:01:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f7d1a01ac981d745211778ed6c09c12aafc01af",
          "body": null,
          "is_bot": false,
          "headline": "Tweak the SqlClient prompt",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T15:48:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c552c46ee3c33ca7f4679f378fe4aeb13ad6d28",
          "body": "… description, and refactor tests",
          "is_bot": false,
          "headline": "Update SqlClient to support one table per tool, add an optional table…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T15:43:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00f28c3b90217564e739834ebea8ec5cfcc29bc2",
          "body": null,
          "is_bot": false,
          "headline": "Fix schema retrieval in schema_template_args",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T03:51:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec4e0ac5bce7a85b9ecae99ce86937404e490fc4",
          "body": null,
          "is_bot": false,
          "headline": "Remove description from SqlClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T03:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b131ccbe6112c6aa7a624df402bfa2cdd7b08cf",
          "body": null,
          "is_bot": false,
          "headline": "Update SqlClient to support multiple tables with and without schemas",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T03:32:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d59dac1b8afb4199a532ce81cc41bbdcc7cad699",
          "body": null,
          "is_bot": false,
          "headline": "Update SqlClient.loader to sql_loader",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T00:15:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c61485cd1328364cd3b3d6a7b616f9ec13af609",
          "body": null,
          "is_bot": false,
          "headline": "Update SqlClient to use SqlLoader in `execute_query` and `get_schema`",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T00:09:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60dd1b847850f3e8b01b51229abc09e1f29f0c7f",
          "body": null,
          "is_bot": false,
          "headline": "Set griptape dependency to git@main",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T00:08:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fceb8bf04e5d67ad2e682f1d5e948134e95b1ae4",
          "body": null,
          "is_bot": false,
          "headline": "Update WebScraper activity prompt",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-09T23:16:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "174b518c290cc6099d614230dcedcf7b27d500b6",
          "body": null,
          "is_bot": false,
          "headline": "Rename VectorClient to KnowledgeBaseClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-08T16:55:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50215b96c037fbc7a1f9a3928f63b54a22cb6478",
          "body": null,
          "is_bot": false,
          "headline": "Tweak TextProcessor and WebSearch tools",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-07T23:13:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9030177dbe07eafcdc272dce3bd05be501e29807",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.12.3",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T22:49:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32d07e7299f79f54813dba93580664843c422774",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry.lock",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T22:49:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c07e1cb73fc91a7da4d73eeaf1f15798b543fd9",
          "body": null,
          "is_bot": false,
          "headline": "Rename VectorStorageClient tool to VectorClient, add tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T22:05:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16115acdfb74394650dd8c51000659b84cbc5d74",
          "body": null,
          "is_bot": false,
          "headline": "Update default query_engine type in VectorStorageClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T20:31:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e98c8661a8a32386ddaafcbfc2fa174f3ed41fa0",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry.lock",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T20:31:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 37,
      "commits_last_year": 0,
      "latest_release_at": "2023-07-21T03:57:21Z",
      "latest_release_tag": "v0.16.3",
      "releases_from_tags": true,
      "days_since_last_push": 1071,
      "active_weeks_last_year": 0,
      "days_since_latest_release": 1100,
      "mean_days_between_releases": 3.7
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "griptape-tools",
          "exists": true,
          "license": "Apache 2.0",
          "keywords": [
            "License :: Other/Proprietary License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.9"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/griptape-tools/",
          "is_deprecated": false,
          "latest_version": "0.16.3",
          "repository_url": "https://github.com/griptape-ai/griptape-tools",
          "versions_count": 37,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 111,
          "first_published_at": "2023-04-06T23:05:39.500713Z",
          "latest_published_at": "2023-07-21T03:57:26.539514Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 1100
        }
      ]
    },
    "popularity": {
      "forks": 7,
      "stars": 27,
      "watchers": 2,
      "fork_history": {
        "days": [
          {
            "date": "2023-04-13",
            "count": 1
          },
          {
            "date": "2023-04-20",
            "count": 1
          },
          {
            "date": "2023-05-08",
            "count": 1
          },
          {
            "date": "2023-06-12",
            "count": 1
          },
          {
            "date": "2023-07-01",
            "count": 1
          },
          {
            "date": "2023-07-09",
            "count": 1
          },
          {
            "date": "2023-07-19",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 7,
        "total_forks": 7
      },
      "star_history": null,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 17894,
      "source_files_sampled": 60,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 49,
        "malicious_count": 0,
        "assessed_package": "pypi:griptape-tools@0.16.3",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "griptape",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.14.6"
        },
        {
          "name": "docker",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^6.1.3"
        },
        {
          "name": "stringcase",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.2.0"
        },
        {
          "name": "boto3",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.28.2"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 19,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 7,
        "closed_unmerged_prs": 6
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "vasinov",
          "commits": 199,
          "avatar_url": "https://avatars.githubusercontent.com/u/286876?v=4"
        },
        {
          "type": "User",
          "login": "collindutter",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/9911531?v=4"
        },
        {
          "type": "User",
          "login": "kyleroche",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/177972?v=4"
        },
        {
          "type": "User",
          "login": "devinjones812",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/123031139?v=4"
        },
        {
          "type": "User",
          "login": "atcol",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/1221721?v=4"
        },
        {
          "type": "User",
          "login": "ysammy",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/925677?v=4"
        }
      ],
      "contributors_sampled": 6,
      "top_contributor_share": 0.943
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "tests.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "poetry.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": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 10 merged PRs checked by a CI test -- score normalized to 0",
            "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": 1,
            "reason": "Found 3/30 approved changesets -- score normalized to 1",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 3 contributing companies or organizations -- score normalized to 10",
            "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 is archived",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not 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": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not 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": "160 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "75d5241a228e876514b445c4f9a029276911b8eb",
        "ran_at": "2026-07-25T16:31:05Z",
        "aggregate_score": 2.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": "2023-07-30T14:55:33Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/griptape-ai/griptape-tools",
    "host": "github.com",
    "name": "griptape-tools",
    "owner": "griptape-ai"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "critical",
      "name": "Overall health",
      "note": "Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.",
      "notes": [
        {
          "code": "abandonment_overall_adjustment",
          "params": {
            "cap": 29,
            "pct": 40
          }
        }
      ],
      "value": 17,
      "inputs": {
        "security": 42,
        "vitality": 20,
        "community": 38,
        "governance": 58,
        "engineering": 55,
        "abandonment_cap": 29,
        "abandonment_state": "declared",
        "abandonment_multiplier": 40,
        "weighted_overall_before_abandonment": 43,
        "overall_after_abandonment_multiplier": 17
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "critical",
        "name": "Vitality",
        "value": 20,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "critical",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "commits_last_year": 0,
              "human_commit_share": 1,
              "days_since_last_push": 1071,
              "active_weeks_last_year": 0
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 1071 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 1071
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "0/52 weeks with commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "0 commits in the last year",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project is archived",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "at_risk",
            "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "releases_count": 37,
              "latest_release_tag": "v0.16.3",
              "releases_from_tags": true,
              "days_since_latest_release": 1100,
              "mean_days_between_releases": 3.7
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "37 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 37
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 1100 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 1100
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~3.7 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 3.7
                    }
                  }
                ],
                "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": "at_risk",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "cap": 29,
              "state": "declared",
              "guards": [],
              "signals": [],
              "red_flag": true,
              "multiplier_pct": 40,
              "declared_reason": "archived",
              "unverified_reason": null,
              "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": "the repository is archived on GitHub",
                "points": 40,
                "status": "partial",
                "details": [
                  {
                    "code": "abandonment_archived",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 38,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "forks": 7,
              "stars": 27,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "27 stars",
                "points": 23,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 27
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "7 forks",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "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": 0,
                "status": "missed",
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "at_risk",
            "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": 34,
            "inputs": {
              "packages": [
                "griptape-tools"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 111
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "111 downloads/month across pypi",
                "points": 27.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 111,
                      "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": 58,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 6,
              "top_contributor_share": 0.943
            },
            "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 94% of commits",
                "points": 1.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 94
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "6 contributors",
                "points": 8.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "merged_prs": 19,
              "open_issues": 0,
              "closed_issues": 7,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 6
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "19/25 decided PRs merged",
                "points": 29.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 19,
                      "decided": 25
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 3/30 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "followers": 188,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "griptape-ai",
              "public_repos": 92,
              "account_age_days": 1281
            },
            "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": "188 followers of griptape-ai",
                "points": 16.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 188,
                      "login": "griptape-ai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "92 public repos, account ~3 yr old",
                "points": 20,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 92
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "moderate",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "packages": [
                "griptape-tools"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1100
            },
            "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 1100 days ago",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1100
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "37 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 37
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 55,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 10 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "nlp",
                "python",
                "ai",
                "cohere",
                "gpt",
                "huggingface",
                "llm",
                "openai"
              ],
              "has_wiki": false,
              "homepage": "https://docs.griptape.ai",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.griptape.ai",
                "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": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "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": 42,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 27,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 2.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 10 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "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 3/30 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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 is archived",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": [
                  {
                    "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": "160 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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-tools@0.16.3 runtime dependency closure — what installing the published package pulls in — 49 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:griptape-tools@0.16.3",
                  "assessed": 49
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 49,
              "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": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "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": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "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": 49,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "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": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 10
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 36,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 9,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.17,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "17 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 9.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 17,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 17894,
              "source_files_sampled": 60,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/60 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 60,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T16:31:21.881450Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/griptape-ai/griptape-tools.svg",
  "full_name": "griptape-ai/griptape-tools",
  "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.