Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 10:54 UTC

thinkst / opencanary

Modular and decentralised honeypot

Python · CSSBSD-3-Clause★ 2 933 зірки⑂ 405 форківз серп. 2015 р.Переглянути на GitHub ↗

thinkst/opencanary має індекс здоров’я 80 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (91/100), найнижчий — AI Readiness (56/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 3 учасники.

80
загалом / 100
Добрий

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

80
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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

Власність

Thinkst Applied ResearchОрганізація
208 підписників29 публічних репозиторіївз лип. 2015 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIopencanary0.9.93 082280 днів тому

Метрики за категоріями

Життєздатність

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

73Добрий · 22% загального індексу

Активність розробки

66Помірний
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
6.2/36Ритм комітів — 9/52 тижнів із комітами
13.9/18Обсяг комітів — 34 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year34
human_commit_share0,94
days_since_last_push0
active_weeks_last_year9

Дисципліна релізів

84Добрий
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 12 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
12.6/27Ритм релізів — реліз кожні ~128,4 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count12
latest_release_tagv0.9.9
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases128,4
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?

82Добрий · 18% загального індексу

Популярність і впровадження

88Відмінний
Як обчислюється оцінка
56.2/60Зірки — 2 933 зірок
21.7/25Форки — 405 форків
10.5/15Спостерігачі — 77 спостерігачів
Використані вхідні дані
forks405
stars2 933
watchers77
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

92Відмінний
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (BSD-3-Clause)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак

Впровадження в екосистемі (завантаження)

58Помірний
Як обчислюється оцінка
46.5/80Щомісячні завантаження — 3 082 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesopencanary
dependents—
ecosystemspypi
total_downloads—
monthly_downloads3 082
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?

82Добрий · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

74Добрий
Як обчислюється оцінка
36/54Бас-фактор — на 3 контриб’ютор(ів) припадає половина всіх комітів
14.6/22.5Розподіл комітів — головний контриб’ютор — автор 35% комітів
13.5/13.5Широта контриб’юторів — 50 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations
Використані вхідні дані
bus_factor3
contributors_sampled50
top_contributor_share0,353

Реактивність на issue та PR

90Відмінний
Як обчислюється оцінка
46.8/46.8Вирішення issue — закрито 100% issue
28.3/38.3Прийняття PR — злито 151/204 вирішених PR
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs151
open_issues0
closed_issues231
issue_closed_ratio1
closed_unmerged_prs53

Власність та опіка

70Добрий
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
16.7/25Охоплення власника — 208 підписників у thinkst
22.8/25Послужний список — 29 публічних репозиторіїв, вік облікового запису ~10 р.
Використані вхідні дані
followers208
owner_typeOrganization
is_verified—
owner_loginthinkst
public_repos29
account_age_days4 010

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 28 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesopencanary
ecosystemspypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

91Відмінний · 20% загального індексу

Інженерні практики

92Відмінний
Як обчислюється оцінка
24/24Процеси CI — 4 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .flake8
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 27 out of 30 merged PRs checked by a CI test -- score normalized to 9
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — http://opencanary.org
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics—
has_wikiтак
homepagehttp://opencanary.org
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

69Помірний · 16% загального індексу

Стан безпеки

69Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
2.2/2.5CI-Tests — 27 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 11 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,9
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.

Сповіщення про залежності

68Помірний
Як обчислюється оцінка
10.9/35Прямі залежності без відомих сповіщень — уражено 3: gitpython 3.1.51 (high 7.5), idna 3.7 (moderate 5.3), setuptools 78.1.1 (moderate 6.1)
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
40/40Немає задавнених сповіщень — жодне сповіщення не є публічним довше за 90 дн.
Використані вхідні дані
sourceosv
advisories9
affected_packages5
assessed_packages76
unassessed_packages6
affected_by_severityhigh 1, moderate 2, low 2
direct_affected_packages3
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 76 резолвлених залежностей із OSV. 6 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. 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.

56Помірний · 0% загального індексу

Контекст і настанови для агентів

40У зоні ризику
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 87 з 94 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,926
agent_instruction_files—
agent_instruction_max_bytes—

Цикл верифікації (збірка / тести / перевірка типів)

69Помірний
Як обчислюється оцінка
18/18Розгортання однією командою — docs/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .flake8
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
8/8Автоматизоване супроводження — 6 з останніх 100 комітів — автоматичні оновлення залежностей
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesdocs/Makefile
has_devcontainerні
has_linter_configтак
typecheck_configs—
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0,06

Читабельність коду для моделей

55Помірний
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/53 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes40 918
source_files_sampled53
oversized_source_files0

Ключові факти

2 933зірок GitHub
50контриб'юторів
34комітів за останні 12 місяців
0днів від останнього пушу
12релізів
3бас-фактор
0відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:opencanary@0.9.9; advisories assessed against the repository dependency graph instead

Докладніше

Історія зірок і форків 0 ★ / 405 ⇿
0Зірки
405Форки
11Релізи

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.

010020030040038072015-082021-012026-07
Мажорні 0Мінорні 2Патчі 9

Кожна точка охоплює 10 днів.

OpenSSF Scorecard 6.9 / 10
6.9сукупно

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 · 2026-07-22 10:53 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
9CI-Tests27 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 11 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Прямі залежності 18
РеєстрПакетОбмеження версіїМаніфест
PyPItwisted==26.4.0pyproject.toml
PyPIpyasn1==0.6.4pyproject.toml
PyPIcryptography==49.0.0pyproject.toml
PyPIsimplejson==3.16.0pyproject.toml
PyPIrequests==2.33.0pyproject.toml
PyPIzope.interface==7.2pyproject.toml
PyPIpasslib==1.7.1pyproject.toml
PyPIJinja2==3.1.6pyproject.toml
PyPIntlmlib==0.72pyproject.toml
PyPIbcrypt==3.2.0pyproject.toml
PyPIsetuptools==78.1.1pyproject.toml
PyPIurllib3==2.7.0pyproject.toml
PyPIhpfeeds==3.0.0pyproject.toml
PyPIpyopenssl==26.3.0pyproject.toml
PyPIservice-identity==21.1.0pyproject.toml
PyPIidna>=3.15pyproject.toml
PyPIredis==7.4.0pyproject.toml
PyPIgitpython>=3.1.51pyproject.toml
Усі залежності 82

Повний розв'язаний набір залежностей із графа залежностей GitHub: 22 прямих і 60 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIbcrypt3.2.0пряма
PyPIcryptography49.0.0пряма
PyPIgitpython—пряма
PyPIgitpython3.1.51пряма
PyPIhpfeeds3.0.0пряма
PyPIidna3.18пряма
PyPIidna3.7пряма
PyPIjinja23.1.6пряма
PyPIntlmlib0.72пряма
PyPIpasslib1.7.1пряма
PyPIpyasn10.6.4пряма
PyPIpyopenssl26.3.0пряма
PyPIredis—пряма
PyPIredis7.4.0пряма
PyPIrequests—пряма
PyPIrequests2.33.0пряма
PyPIservice-identity21.1.0пряма
PyPIsetuptools78.1.1пряма
PyPIsimplejson3.16.0пряма
PyPItwisted26.4.0пряма
PyPIurllib32.7.0пряма
PyPIzope-interface7.2пряма
PyPIalabaster0.7.13непряма
PyPIasync-timeout5.0.1непряма
PyPIattrs26.1.0непряма
PyPIautomat25.4.16непряма
PyPIbabel2.12.1непряма
PyPIcertifi2026.1.4непряма
PyPIcertifi2026.6.17непряма
PyPIcffi2.1.0непряма
PyPIcharset-normalizer3.1.0непряма
PyPIcharset-normalizer3.4.9непряма
PyPIcolorama0.4.6непряма
PyPIconstantly23.10.4непряма
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PyPIhyperlink21.0.0непряма
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PyPIincremental24.11.0непряма
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PyPImdurl0.1.2непряма
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PyPIpackaging23.1непряма
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PyPIpluggy1.6.0непряма
PyPIpyasn1-modules0.4.2непряма
PyPIpycparser3.0непряма
PyPIpygments2.20.0непряма
PyPIpymongo—непряма
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PyPIpymysql1.2.0непряма
PyPIpynacl1.6.2непряма
PyPIpytest—непряма
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PyPIsphinxcontrib-devhelp1.0.2непряма
PyPIsphinxcontrib-htmlhelp2.0.1непряма
PyPIsphinxcontrib-jsmath1.0.1непряма
PyPIsphinxcontrib-qthelp1.0.3непряма
PyPIsphinxcontrib-serializinghtml1.1.5непряма
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PyPItyping-extensions4.16.0непряма
PyPIzipp3.23.0непряма
Сповіщення про залежності 5

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 76 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 5 мають відомі сповіщення, з них 3 прямі. 6 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
gitpython3.1.51прямависока13.1.52
idna3.7прямапомірна23.15
setuptools78.1.1прямапомірна283.0.0
paramiko3.4.0непряманизька2—
paramiko3.4.1непряманизька2—

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

Звіт у форматі JSON машиночитний
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          "headline": "Fix docker failure with dangling pid file (#434)",
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          "headline": "Fix TFTP client attacks without generating event issues (#411)",
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          "headline": "Fix docker build so it falls back to a safe long description (#409)",
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          "headline": "Bump dependencies to work on Python 3.13 (#408)",
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          "headline": "Fix nas login skin scaling (#407)",
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          "committed_at": "2025-05-15T08:55:07Z",
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          "body": "* Added documentation for the HTTPS module.\n\n* Added HTTPS config to the webserver.rst example.\n\n* webserver.rst: Set example \"https.enabled\" to true",
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          "headline": "Add documentation for the HTTPS module. (#391)",
          "author_name": "Carson B.",
          "author_login": "ctx400",
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          "headline": "Fix python invocations on Debian-based systems (#388)",
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          "headline": "Update README.md to fix incorrect grammar (#387)",
          "author_name": "Noah Graham",
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          "headline": "Simplify search for iptables executable (#382)",
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          "oid": "8839e656b6a1267a831d049879e2fdb285910553",
          "body": "* Revert \"Drop Privileges by Default /  Specify User or Group ID\"\r\n\r\nThis reverts commit 9dd657857f89d4a3a2d2f31a29503b81f7799d5c.\r\n\r\n* rework drop privileges",
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          "headline": "Re-work drop root privileges (#378)",
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          "headline": "Fix automated release publishing (#376)",
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          "body": "At the beginning of `opencanaryd`, in the context of permission setting, `chown` is run, but if this is a clean system this directory may not exist.\n\nThis PR adds a prefixed `sudo mkdir -p /etc/opencanaryd &&` to this step.",
          "is_bot": false,
          "headline": "Ensure `/etc/opencanaryd` Exists Before CHOWN",
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          "headline": "HTTP Codes for invalid and unimplemented methods",
          "author_name": "Andrei Dreyer",
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          "body": "* `black` Formatting\nThere are unformatted files which cause large diffs in future branches. Formatting this here.\n* Drop Process Privileges\n* By default, will drop to `opencanary:nogroup`\n* Added `--allow-run-as-root` to keep prior behaviour\n* Added usage documentation on README.md\n* Added documentation on `usage` function for `opencanaryd`\n* Disabled `end-of-file-fixer` as this competes with `black`. See: https://stackoverflow.com/a/61687776",
          "is_bot": false,
          "headline": "Drop Privileges by Default /  Specify User or Group ID",
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          "body": "* Mitigated local config exploitability\n* Re-ordered precedence to sys locations\n* Added warning if local location is used\n* Mitigated untrusted alias execution",
          "is_bot": false,
          "headline": "Prevent Local Privilege Escalation via Config & Untrusted Aliases",
          "author_name": "David Baker Effendi",
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          "headline": "`black` Formatting",
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          "headline": "Early Logging on [Telnet|MySQL|FTP] Connection Made",
          "author_name": "David Baker Effendi",
          "author_login": "DavidBakerEffendi",
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          "oid": "0328586bf1384d6834dcb1f03867ace4eb0ff579",
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          "headline": "Update Stale Github Action (#374)",
          "author_name": "Sara Tavares",
          "author_login": "stavares843",
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          "headline": "Update third-party Github Actions (#373)",
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          "oid": "09aa0482d1dd0821983f1e35af626ae74297c13f",
          "body": "* Update macOS versions for opencanary testing\r\n\r\nUpdated the macOS version to run automated testing on.\r\n - Removed macOS-11\r\n - Added macOS-13, macOS-14\r\n\r\n* Exclude python3.7 from macos-14",
          "is_bot": false,
          "headline": "Update OS versions for macOS (#372)",
          "author_name": "thinkst-francois",
          "author_login": "thinkst-francois",
          "committed_at": "2024-09-19T06:56:44Z",
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          "body": "Updating docs to use Ubuntu 22.04 lts or 24.04 lts after finding 20.04 LTS is not working. \r\n\r\nFor context, please see issue 367:\r\nhttps://github.com/thinkst/opencanary/issues/367",
          "is_bot": false,
          "headline": "Update README.md (#371)",
          "author_name": "Björn Lagerwall",
          "author_login": "bear-goes-bleep",
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          "headline": "Fix lint errors (#370)",
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          "committed_at": "2024-09-12T08:36:09Z",
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          "body": "* Initial support for LLMNR\r\n\r\n* Disable verbose scapy logs\r\n\r\n* update llmnr import\r\n\r\n* update CanaryLLMNR import",
          "is_bot": false,
          "headline": "Initial support for LLMNR (#339)",
          "author_name": "Josh Brower",
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          "body": "* Update build scripts\r\n\r\n* style\r\n\r\n---------\r\n\r\nCo-authored-by: ashariyar <ashariyar@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update / fix build scripts (#354)",
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          "is_bot": false,
          "headline": "Trim Whitespace to Fix Pre-Commit Failure (#350)",
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          "headline": "Update configuration.rst (#349)",
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          "author_login": "nbuuckssi",
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          "headline": "Bump version to v0.9.3",
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          "author_login": "gjcthinkst",
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          "headline": "Bump dependencies to work on Python 3.12 (#346)",
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          "body": null,
          "is_bot": false,
          "headline": "Fix formatting from black (#338)",
          "author_name": "thinkst-francois",
          "author_login": "thinkst-francois",
          "committed_at": "2024-01-19T19:01:07Z",
          "body_truncated": false,
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        },
        {
          "oid": "2d21cd7896341045f9c70d6dd88f270599bc1111",
          "body": "Co-authored-by: Alexander Pivnyak <apivnyak@yandex-team.ru>",
          "is_bot": false,
          "headline": "add device.listen_addr parameter (#337)",
          "author_name": "beerman17",
          "author_login": "blackpint",
          "committed_at": "2024-01-19T17:39:25Z",
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          "headline": "Remove CI action PR trigger (#327)",
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          "author_login": "gjcthinkst",
          "committed_at": "2023-12-11T13:16:04Z",
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        {
          "oid": "ca9c1b00ee9042f09d8137ee9b30ad9ebc8266e8",
          "body": "* Update prereqs for ARM64 python version\r\n\r\nSigned-off-by: Jacob <jacob@torrey.io>\r\n\r\n* Added pkgx usage info\r\n\r\nSigned-off-by: Jacob <jacob@torrey.io>\r\n\r\n---------\r\n\r\nSigned-off-by: Jacob <jacob@torrey.io>",
          "is_bot": false,
          "headline": "README.md update (#324)",
          "author_name": "Jacob Torrey",
          "author_login": "ranok",
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          "headline": "Bump version to v0.9.2 (#323)",
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          "committed_at": "2023-10-31T09:32:47Z",
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        {
          "oid": "7cbcd0335bfcae7ec56f225153f315035fa80ef9",
          "body": "* Fix regression in telnet service\r\n\r\nA regression in the telnet service occurred where the Realm/portal\r\nrequired by AuthenticatingTelnetProtocol in twisted was removed.",
          "is_bot": false,
          "headline": "Fix regression in telnet service (#321)",
          "author_name": "thinkst-francois",
          "author_login": "thinkst-francois",
          "committed_at": "2023-10-31T09:12:49Z",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 11 contributing companies or organizations",
            "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": 10,
            "reason": "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": 10,
            "reason": "24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "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": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 6,
            "reason": "4 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        ],
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        "ran_at": "2026-07-22T10:53:54Z",
        "aggregate_score": 6.9,
        "scorecard_version": "v5.5.0"
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      "has_dependabot_config": false
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    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-22T10:52:33Z",
      "oldest_open_prs": [
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          "number": 385,
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          "last_comment_at": "2025-07-24T10:50:18Z",
          "last_comment_author": "jayjb"
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        {
          "number": 405,
          "created_at": "2025-04-17T18:08:52Z",
          "last_comment_at": null,
          "last_comment_author": null
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        {
          "number": 462,
          "created_at": "2026-05-08T19:18:15Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 481,
          "created_at": "2026-05-15T13:55:37Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 483,
          "created_at": "2026-05-15T14:14:45Z",
          "last_comment_at": null,
          "last_comment_author": null
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        {
          "number": 485,
          "created_at": "2026-05-19T22:57:46Z",
          "last_comment_at": null,
          "last_comment_author": null
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        {
          "number": 486,
          "created_at": "2026-05-20T03:41:14Z",
          "last_comment_at": null,
          "last_comment_author": null
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        {
          "number": 487,
          "created_at": "2026-05-24T09:48:04Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 494,
          "created_at": "2026-07-22T09:52:23Z",
          "last_comment_at": null,
          "last_comment_author": null
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      "last_merged_pr_at": "2026-07-22T10:46:41Z",
      "ci_last_conclusion": "SUCCESS",
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    "disabled_components": {}
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  "source": {
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      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
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      "components": []
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    "categories": [
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        "key": "vitality",
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            "notes": [],
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              "human_commit_share": 0.94,
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                "key": "push_recency",
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                "detail": "last push 0 days ago",
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                    "code": "push_recency",
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                      "days": 0
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                "max_points": 36
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              {
                "key": "commit_cadence",
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                "detail": "9/52 weeks with commits",
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                "key": "commit_volume",
                "name": "Commit volume",
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                "key": "openssf_scorecard_maintained",
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              "mean_days_between_releases": 128.4
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                "key": "ships_releases",
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                "key": "release_cadence",
                "name": "Release cadence",
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            "key": "abandonment",
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            "note": null,
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            "inputs": {
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                "points": 100,
                "status": "met",
                "details": [
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                    "code": "abandonment_maintained",
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                "max_points": 100
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        ],
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        "key": "community",
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        "value": 82,
        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
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            "notes": [],
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              "stars": 2933,
              "watchers": 77,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
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                "key": "stars",
                "name": "Stars",
                "detail": "2,933 stars",
                "points": 56.2,
                "status": "partial",
                "details": [
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                    "code": "stars",
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "405 forks",
                "points": 21.7,
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                "details": [
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                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "77 watchers",
                "points": 10.5,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
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                      "count": 77
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
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              },
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                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  },
                  {
                    "code": "license_spdx",
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                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
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                "name": "Issue template",
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                "points": 0,
                "status": "missed",
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                "key": "pr_template",
                "name": "PR template",
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                "points": 6.3,
                "status": "met",
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
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                  "components": [
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              {
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            ],
            "value": 58,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
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              "monthly_downloads": 3082
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            "components": [
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                "key": "monthly_downloads",
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                "detail": "3,082 downloads/month across pypi",
                "points": 46.5,
                "status": "partial",
                "details": [
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                      "ecosystems": "pypi"
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              },
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                "key": "registry_dependents",
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        "weight": 0.24,
        "metrics": [
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            "inputs": {
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                "status": "met",
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                "key": "openssf_scorecard_contributors",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "issue_closed_ratio": 1,
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            "band": "good",
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            "notes": [],
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            "inputs": {
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            "components": [
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              {
                "key": "owner_reach",
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            "inputs": {
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              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "28 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 28
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 91,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": ".flake8",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "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": "27 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "http://opencanary.org",
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "http://opencanary.org",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 69,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.9
            },
            "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": "27 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 11 contributing companies or organizations",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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": "24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 76 resolved dependencies against OSV; 6 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 76
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 6
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 68,
            "inputs": {
              "source": "osv",
              "advisories": 9,
              "affected_packages": 5,
              "assessed_packages": 76,
              "unassessed_packages": 6,
              "affected_by_severity": "high 1, moderate 2, low 2",
              "direct_affected_packages": 3
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: gitpython 3.1.51 (high 7.5), idna 3.7 (moderate 5.3), setuptools 78.1.1 (moderate 6.1)",
                "points": 10.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 3,
                      "packages": "gitpython 3.1.51 (high 7.5), idna 3.7 (moderate 5.3), setuptools 78.1.1 (moderate 6.1)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "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": 76,
              "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": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 56,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.926,
              "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": "87 of 94 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 87,
                      "sampled": 94
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.06
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
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                ],
                "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": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "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": "6 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 6,
                      "sampled": 100
                    }
                  }
                ],
                "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": 40918,
              "source_files_sampled": 53,
              "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": "0/53 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 53,
                      "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",
    "deps.dev does not index pypi:opencanary@0.9.9; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T10:54:25.231602Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/thinkst/opencanary.svg",
  "full_name": "thinkst/opencanary",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з thinkst/opencanary. Читати поруч →

97apache/supersetApache Superset is a Data Visualization and Data Exploration PlatformВідмінний95onnx/onnxOpen standard for machine learning interoperabilityВідмінний95scikit-learn/scikit-learnscikit-learn: machine learning in PythonВідмінний94run-llama/llama_indexLlamaIndex is the leading document agent and OCR platformВідмінний94wandb/wandbThe AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.Відмінний93optuna/optunaA hyperparameter optimization frameworkВідмінний

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 v0.26.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.