Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 18:19 UTC

Mattmorris-dev / netwatch-sec

All-In-One Network Security Dashboard

PythonВласна ліцензія★ 23 зірки⑂ 2 форкиз трав. 2026 р.Переглянути на GitHub ↗

Mattmorris-dev/netwatch-sec має індекс здоров’я 61 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (88/100), найнижчий — Community & Adoption (36/100). Останнє оновлення було 11 днів тому. Більшість нещодавньої роботи виконує один учасник.

61
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

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

61
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

1 підписник3 публічні репозиторіїз лют. 2023 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPInetwatch-sec1.5.0752911 днів томуnetwork-securityhoneypotosintnmaptsharkcybersecurityintrusion-detectionraspberry-pi

Метрики за категоріями

Життєздатність

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

69Помірний · 22% загального індексу

Активність розробки

49У зоні ризику
Як обчислюється оцінка
28.8/36Свіжість push — останній push 11 дн. тому
3.5/36Ритм комітів — 5/52 тижнів із комітами
16.8/18Обсяг комітів — 74 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Використані вхідні дані
commits_last_year74
human_commit_share1
days_since_last_push11
active_weeks_last_year5
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 4 релізів
36/36Свіжість релізів — останній реліз 24 дн. тому
27/27Ритм релізів — реліз кожні ~8,8 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count4
latest_release_tagv1.3.1
releases_from_tagsні
days_since_latest_release24
mean_days_between_releases8,8
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?

36У зоні ризику · 18% загального індексу
Як обчислюється оцінка
21.8/60Зірки — 23 зірок
0/25Форки — 2 форків
0/15Спостерігачі — 2 спостерігачів
Використані вхідні дані
forks2
stars23
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

44У зоні ризику
Як обчислюється оцінка
22.5/22.5README
16.9/22.5Ліцензія — файл ліцензії наявний, не є визнаною ліцензією
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
38.4/80Щомісячні завантаження — 752 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesnetwatch-sec
dependents
ecosystemspypi
total_downloads
monthly_downloads752
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?

56Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
46.8/46.8Вирішення issue — закрито 100% issue
38.2/38.3Прийняття PR — злито 1/1 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs1
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs0

Власність та опіка

44У зоні ризику
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
2.2/25Охоплення власника — 1 підписників у Mattmorris-dev
11.3/25Послужний список — 3 публічних репозиторіїв, вік облікового запису ~3 р.
Використані вхідні дані
followers1
owner_typeOrganization
is_verified
owner_loginMattmorris-dev
public_repos3
account_age_days1 256

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 11 дн. тому
20/20Історія версій — 9 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesnetwatch-sec
ecosystemspypi
any_deprecatedні
min_days_since_publish11

Інженерна якість

Чи наявні базові інженерні практики та документація?

88Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 3 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .pylintrc
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://pypi.org/project/netwatch-sec/
10/10Опис репозиторію
10/10Теми — 10 тем
10/10Wiki
Використані вхідні дані
topicscybersecurity, honeypot, network-security, nmap, osint, pentesting, python, raspberry-pi, security, tui
has_wikiтак
homepagehttps://pypi.org/project/netwatch-sec/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

54Помірний · 16% загального індексу

Стан безпеки

42У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Ліцензія — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,2
Виключено з оцінювання (немає даних або не застосовно): ci_tests, 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_packages19
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:netwatch-sec@1.5.0 — тим, що тягне за собою встановлення опублікованого пакета, — 19 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.

44У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
39.6/40Читабельна історія комітів — намір зазначено у 55 з 74 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,743
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .pylintrc
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile
0/10Підтверджена практика роботи з агентами — серед останніх 74 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
lockfiles
has_dockerfileтак
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
51.5/55Керовані розміри файлів — 3/47 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes472 339
source_files_sampled47
oversized_source_files3

Ключові факти

23зірок GitHub
1контриб'юторів
74комітів за останні 12 місяців
11днів від останнього пушу
4релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

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

Докладніше

Історія зірок і форків 0 ★ / 2 ⇿
0Зірки
2Форки
1Релізи

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.

111222212026-062026-062026-06
Мажорні 0Мінорні 1Патчі 0
OpenSSF Scorecard 4.2 / 10
4.2сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-26 18:19 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Прямі залежності 6
РеєстрПакетОбмеження версіїМаніфест
PyPIflask>=2.3.0pyproject.toml
PyPImarkupsafe>=2.1.0pyproject.toml
PyPIrequests>=2.28.0pyproject.toml
PyPIpython-whois>=0.8.0pyproject.toml
PyPIdnspython>=2.3.0pyproject.toml
PyPIcryptography>=42.0.0pyproject.toml
Усі залежності 11

Повний розв'язаний набір залежностей із графа залежностей GitHub: 6 прямих і 5 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIcryptographyпряма
PyPIdnspythonпряма
PyPIflaskпряма
PyPImarkupsafeпряма
PyPIpython-whoisпряма
PyPIrequestsпряма
PyPIflask-graphqlнепряма
PyPIgrapheneнепряма
PyPImeshtasticнепряма
PyPIsetuptoolsнепряма
PyPIspeedtest-cliнепряма
Сповіщення про залежності 0

Встановлення pypi:netwatch-sec@1.5.0 тягне 19 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": [
        "cybersecurity",
        "honeypot",
        "network-security",
        "nmap",
        "osint",
        "pentesting",
        "python",
        "raspberry-pi",
        "security",
        "tui"
      ],
      "is_fork": false,
      "size_kb": 4253,
      "has_wiki": true,
      "homepage": "https://pypi.org/project/netwatch-sec/",
      "languages": {
        "Shell": 7560,
        "Python": 1297455,
        "Dockerfile": 1666
      },
      "pushed_at": "2026-07-15T06:46:46Z",
      "created_at": "2026-05-30T09:44:46Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-16T20:43:29Z",
      "description": "All-In-One Network Security Dashboard",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Matt Morris Software & Development",
      "type": "Organization",
      "login": "Mattmorris-dev",
      "company": null,
      "location": "United States of America",
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/125585503?v=4",
      "created_at": "2023-02-16T15:49:10Z",
      "is_verified": null,
      "public_repos": 3,
      "account_age_days": 1256
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2026-07-02T13:26:31Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2026-06-10T21:14:52Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2026-06-09T21:39:49Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2026-06-06T05:07:27Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "6c611ae949c5bf259ff2c984794d22caa11048b7",
          "body": "  audit, cortex feed)",
          "is_bot": false,
          "headline": "tests: coverage for 1.5.0 features (tiers, hive, seats, RBAC,",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-15T06:46:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8052e128b65779628921e3fc52af9b23cc8388f3",
          "body": "  audit trail, compliance pack, local cortex feed; fix wheel packaging",
          "is_bot": false,
          "headline": "1.5.0: hive join, hub seats, RBAC, scheduled reports, keyed",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-15T06:42:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "480ced1b502278fd4544021c5d792ecd0a019b2d",
          "body": null,
          "is_bot": false,
          "headline": "docs: introduce NetWatch Pro paid plans; guard release version",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-12T17:43:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77b2a2206773063c27e51dc8765f0d9f87baea22",
          "body": null,
          "is_bot": false,
          "headline": "ask command + fleet cortex card wiring; v1.4.0",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-12T14:27:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33266829c36ce591c7def15cd4e262711d8e6ced",
          "body": "  secret-guard hook",
          "is_bot": false,
          "headline": "apiary shipper: edge model fetch over hub channel +",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-12T13:12:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68adbd8c9998d36118ab7a96eb7995f704083cb8",
          "body": "  (1.3.2)",
          "is_bot": false,
          "headline": "fix: TUI tab bar overflow + typed tab-switch + tab cycling",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-02T23:17:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd57ef09130e053f059b01a7f1cf431ff07e1b60",
          "body": "  - live fleet tab in the web dashboard (/api/fleet), auto-refresh, XSS-safe\n  - Pro wire-in: license detection + startup banner + MITRE tags in attacks\n  - attacks/expose runnable from the web command bar\n  - publish.yml skip-existing so moved-tag re-runs do not fail",
          "is_bot": false,
          "headline": "release: 1.3.1 — web fleet tab + Pro add-on wire-in",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-02T13:20:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30a92740ee0b62593acab1dff50c5670bf1fdf14",
          "body": "  Add /api/fleet endpoint and a 'fleet' tab to the web GUI that auto-refreshes\n  remote node(s) live data (your droplet). Free shows 1 node, Pro the whole\n  fleet. All remote-supplied fields are HTML-escaped (XSS-safe) since the node\n  may be a compromised honeypot.",
          "is_bot": false,
          "headline": "feat(web): live fleet tab in the web dashboard",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-02T12:56:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5fe408fd6bd789f78acdff6640b7dbc3e2b73370",
          "body": null,
          "is_bot": false,
          "headline": "test: include fleet in expected tab list",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-02T12:47:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64a99b6b5f21ecec459aa5c6384080458ae45faf",
          "body": "  - attacks: honeypot + abusive-host overview (free basic / Pro deep recon)\n  - remote: pull live state from a node, e.g. your droplet (free 1 / Pro fleet)\n  - fleet tab: auto-refreshing live view of remote node(s) via /api/state\n  - security: strip ANSI from untrusted remote data, refuse tokens over http,\n    queue net-heavy commands off the input thread, guard malformed remote JSON,\n    reject reserved remote names",
          "is_bot": false,
          "headline": "feat: attacks + remote/fleet live views, hardened per audit",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-02T12:41:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b87511edaed719905b59c5dccf987fbceaa00035",
          "body": "  installer\n  Add free-tier expose (exposure self-check) and alert (Discord/Slack webhook)\n  commands, each with a Pro upgrade path. Replace env-only gate with a real\n  license-based tier resolver that degrades to Free without the add-on. Fix\n  pytest collection and harden packaging against Pro leakage.",
          "is_bot": false,
          "headline": "feat: v1.3.0 — expose + alert tools, license-based tier gate,",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-07-02T07:07:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82db005c2c413093c66a8cfad5d30d4271228f41",
          "body": null,
          "is_bot": false,
          "headline": "docs: real NetWatch square logo (replaces empty file)",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-13T22:55:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f316dbf59f4832596d21a509bc662b3b8fb2e65e",
          "body": "  guards",
          "is_bot": false,
          "headline": "fix(security): strip ANSI from attacker input + nmap/tunnel",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-13T21:15:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa3413769d7268b2195dbcf0cb6858d2e553341e",
          "body": null,
          "is_bot": false,
          "headline": "docs: restore visible NetWatch banner as README header",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-13T21:06:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2650684075c80f3cb560141a6db3ed967078ae4",
          "body": "  the input thread",
          "is_bot": false,
          "headline": "fix(tui): clamp console lines to width + run tunnel install off",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-13T04:27:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3adb54ba832d63a16d31d9a24d1706c4c3b6285c",
          "body": null,
          "is_bot": false,
          "headline": "docs: absolute raw URL for logo so it renders on PyPI",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-13T04:27:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88075ddb0b3c2669b12a1d85bc78e131772616c4",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'worktree-agent-a177d9b638ccc1321'",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-12T17:26:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02a5460677e9b2d377d478ec406a863e24b7ed67",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'worktree-agent-a7bfdc9dd06fcd54c'",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-12T17:26:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1328b5c0121d9aa860b34f284e4c0084447d443",
          "body": null,
          "is_bot": false,
          "headline": "feat: free/Pro attacker-recon split (basic intel free, deep scan gated)",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-12T17:26:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf6b374feacdf574d39cc1d3ea9e7c76fd5d8810",
          "body": "Long/blocking console handlers (whois, banner, ssl, ping, subnet, sniff,\nports, find, etc.) previously ran on whatever thread dispatched the command,\nfreezing the raw-terminal input loop until they finished — keystrokes were\ndropped and the dashboard repainted over the typed input line.\n\nRoute block\n[…]\nor is unchanged.\n\nAdds tests/test_tui_dispatch.py proving blocking commands return control\nquickly, run serialized one-at-a-time, and that instant commands run inline\nand produce output synchronously.",
          "is_bot": false,
          "headline": "fix(tui): keep input loop responsive via serialized command worker",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-12T17:23:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "509796d5a36af041f8950da3bbe5a7bc2a437b88",
          "body": null,
          "is_bot": false,
          "headline": "docs: use square logo as README header",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-12T12:48:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23306080752dfc3e2df82c834505d4a71c128a06",
          "body": null,
          "is_bot": false,
          "headline": "chore: make internal docs private — untrack Drop-4 plan",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-12T00:12:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84f56ea636f840e9be9d181d8a1ac008bc466ace",
          "body": "  - doctor/deps/check: dependency + environment self-check\n  - cloudflared: cross-platform detect + per-platform install hint + 'tunnel install' confirm-download (works in Termux passive mode)\n  - meshtastic: NETWATCH_MESH_PORT override + surfaced connect errors for LilyGo\n  - fix 2 pre-existing tests (Werkzeug 3.x cookie_jar -> get_cookie)",
          "is_bot": false,
          "headline": "feat: doctor command, cross-platform cloudflared, meshtastic env/errors",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-11T23:59:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44bef430373abcd4d04cbd496bf36fd027bedd43",
          "body": null,
          "is_bot": false,
          "headline": "Delete docs/ROADMAP.md",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-11T07:39:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "750dd34a8415cd4d22a940394e1b757f12c2c740",
          "body": null,
          "is_bot": false,
          "headline": "Delete docs/PRICING.md",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-11T07:38:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f477e28287486ac33b654525dcc4f25e7223a471",
          "body": "  One-liner install for end users. Image bakes in nmap/tshark/tcpdump/etc,\n  runs headless (dashboard + honeypots). CI builds amd64+arm64 to GHCR on\n  main and tags.",
          "is_bot": false,
          "headline": "feat(docker): multi-arch image, compose, and GHCR publish workflow",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-10T22:26:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68d1597cdca489e4a94147c77e6bdbf0a1a69584",
          "body": "  Check all DNS records not just the first; unwrap IPv4-mapped IPv6; add\n  reserved/multicast/CGNAT. Pin HTTP fetch to validated IP to close the\n  validate->fetch TOCTOU. osint_headers no longer fails open. +15 tests.",
          "is_bot": false,
          "headline": "security: harden SSRF guards against DNS rebinding (v1.2.2)",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-10T21:11:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d81d5488ea7e0da055429045c7cdd0638489f8d0",
          "body": null,
          "is_bot": false,
          "headline": "Update issue templates",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-10T05:51:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "296a96834b1158da8563a92c0af6f468196f3e03",
          "body": "  Operators can now whitelist their home/office IP without forking the\n  allowlist. Comma-separated CIDRs are appended to the default loopback/\n  RFC1918/Tailscale list; invalid entries are dropped with a warning.\n\n  README documents the env var, the new tunnel/restart-tunnel/token\n  console commands, and NETWATCH_CLOUDFLARED_BIN for non-PATH installs.",
          "is_bot": false,
          "headline": "feat(web): NETWATCH_WEB_ALLOW env var for public-IP access",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-09T23:18:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0caac40bb45aa66fb0c4d55a708b29faf5ab8c15",
          "body": null,
          "is_bot": false,
          "headline": "feat(console): add tunnel + restart-tunnel commands",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-09T23:02:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7c98782015f48840258e7a03dfaadb2b7733e57",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): repair publish.yml; add tests + docs",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-09T21:35:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a9f411f094aab533a8c15c24f473f476f56c11a",
          "body": "…proxy script exec",
          "is_bot": false,
          "headline": "v1.2.1: bump VERSION, replace hardcoded /home/mrrobot/ paths, harden …",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-09T21:21:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7345d252fff1da515b2c9b316744ff199e340492",
          "body": "just shorting path will find where the rest of hardcoded paths might throw errors for users",
          "is_bot": false,
          "headline": "Update NetWatch script to use new path for netwatch.py",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-09T05:56:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0afd0b9ba25c7d3b5cbf2dc4f12872b138e1107",
          "body": "fixes the error for starting up so you dont have to follow do any bash scripting",
          "is_bot": false,
          "headline": "Update netwatch-start.sh",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-07T12:23:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8857c6bd6067b23b53ab08c5f4b07dd6eb0abb92",
          "body": "hoping this get rid of stupid publish error",
          "is_bot": false,
          "headline": "Update publish.yml for new repository and environment",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-06T08:35:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "346909724c5384dd987fd14a720540d6e76dc5e2",
          "body": "Updated id-token permission for Trusted Publishing.",
          "is_bot": false,
          "headline": "Change id-token permission in publish.yml",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-06T08:27:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d53e03603b8ca9911e5e57c00c06928173b15e41",
          "body": null,
          "is_bot": false,
          "headline": "Release v1.2.0",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-06T03:45:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31360feb3a45c88a6946cfff508140cda5690b3a",
          "body": null,
          "is_bot": false,
          "headline": "v1.2.0: replay TUI + telnet aggregation + tarpit + red team fixes",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-06T03:44:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a493c1a7169f21b0584232502e57c520f9cae7f",
          "body": null,
          "is_bot": false,
          "headline": "replay: TUI viewer + telnet aggregation + 1.2.0 release prep",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-06T02:50:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85a27f9c496670c7d4cfd2a6bfb534f8e5dcdbc5",
          "body": null,
          "is_bot": false,
          "headline": "replay: TUI + telnet aggregation + 1.2.0 prep",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-06T02:49:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "939045656506269bb056f2f8f7c7670d3f070118",
          "body": null,
          "is_bot": false,
          "headline": "replay: TUI viewer + 1.2.0 release prep",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-06T02:47:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5baad75418174434aec4d652771948f3727706cc",
          "body": null,
          "is_bot": false,
          "headline": "launcher: skip sudo re-exec on Termux / when sudo absent",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-05T15:49:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d06671f33470f5d66bf7016d5049eb31ae4ca6b2",
          "body": null,
          "is_bot": false,
          "headline": "readme: document NETWATCH_*_PORT env vars and CrowdSec integration",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-05T15:10:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97eb61f008f2780212903764cec478055d774f65",
          "body": null,
          "is_bot": false,
          "headline": "crowdsec: auto-ban on honeypot hits; UI: split HTTP probes into scan tab",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-05T15:05:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b854a17b96e3c136d7128bf526dbfc5d67bdfd7",
          "body": null,
          "is_bot": false,
          "headline": "ports: move HTTP/TELNET/FTP/RTSP to env (NETWATCH_*_PORT)",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-05T14:28:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48da42069692df9236bca0a647a11bf801cda291",
          "body": null,
          "is_bot": false,
          "headline": "web: filter http from honeypot tab/count; fix stale port hint",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-05T14:22:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1692229b9a3752339b896db9503c235cfaa8e71",
          "body": "…utoblock tests",
          "is_bot": false,
          "headline": "web: SAMEORIGIN for replay iframe; gitignore VPS notes; placeholder a…",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-05T09:51:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42bde1cd6f47fb3f77983aa71ae0af803701c59f",
          "body": "…v6 path",
          "is_bot": false,
          "headline": "replay: accept 3-part FTP session IDs, fix intel log_dir + cache + IP…",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-05T09:44:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48a62f9efa807c67a0b1369994901a7f3de18fce",
          "body": "  visible",
          "is_bot": false,
          "headline": "replay: auto-slow short captures (<2s) to 0.25x so playback is",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-04T23:40:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffbe80b6d78c6aa452472c126b3c909046c9266c",
          "body": null,
          "is_bot": false,
          "headline": "replay: SCREEN_REPLAY + AppState fields (no behavior change)",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-04T08:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ceadc60f3bf5ef097244a1fa679953e7a9bf4bfc",
          "body": null,
          "is_bot": false,
          "headline": "docs: add SECURITY.md disclosure policy",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-04T08:03:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8c29c91eec49427ad42451603774109b978345b",
          "body": null,
          "is_bot": false,
          "headline": "edits for changes",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-04T07:43:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6deb34abbeb86cb1f844733e94f33aa17944542",
          "body": null,
          "is_bot": false,
          "headline": "docs/tools: drop-4 TUI replay plan + http replay-to-gif helper",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-04T07:40:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d22c2b07f6df5f14c180d9366c0f7206f9011933",
          "body": null,
          "is_bot": false,
          "headline": "chore: gitignore pro_beta_snapshots backup dir",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-03T01:58:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20b337c9e917a441d4acdf873ee818215f527fcc",
          "body": "  tests",
          "is_bot": false,
          "headline": "tools: synth_ftp_session — 60s FTP attacker fixture for replay",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-03T01:46:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "864c5340bec5cd40a1db6a071e0dc8ff2581bbfe",
          "body": "…ay-to-gif tool",
          "is_bot": false,
          "headline": "ftp: per-connect logs, hex binary probes, faster PASV timeout +  repl…",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-02T23:43:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9088af9ebcde5bbdedfc56672448c114768796a2",
          "body": null,
          "is_bot": false,
          "headline": "replay added for droplet to strengthen honeypots, And replay TA attempts",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-02T21:52:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a98de40c7893a42982333e0adc90476fe49cea5",
          "body": null,
          "is_bot": false,
          "headline": "replay: add telnet session synthesis (data layer + web UI + tests)",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-02T03:20:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4103c3393cb01ddb49ef7367d6e182a6690a71a4",
          "body": null,
          "is_bot": false,
          "headline": "replay: web UI — list + scrubbable player + intel sidebar",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-02T02:46:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6339aa151ff0dc8deed17500fed8c5dc8d38e6ba",
          "body": null,
          "is_bot": false,
          "headline": "replay: session data layer (loader + index + intel, 29 tests)",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-02T02:24:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e3ad72016114a9115e4278252d79bb456dd4c93",
          "body": "  viewer",
          "is_bot": false,
          "headline": "ftp: log all server responses + data-channel bytes for replay",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-01T23:59:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf89ca6e233bd914c641107396cefe0e5ead7ab3",
          "body": "  Morris Software & Development)",
          "is_bot": false,
          "headline": "switch license to AGPL-3.0 (mattmorris-dev abbreviates Matthew",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-01T20:31:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63d151a8147079a2bfd9438994af1a8bfe2338ad",
          "body": null,
          "is_bot": false,
          "headline": "fix(pkg): correct repo URLs in project metadata",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-01T10:54:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f8f88894a7d64442c50445a11d8f93682758552",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix placeholder clone URL and bump version in arch box to  v1.1.0",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-01T10:31:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5770b409e2b654047243dfa0c4ff8a26ff330e6b",
          "body": null,
          "is_bot": false,
          "headline": "docs: swap flaky pypistats badge for pepy variants",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-06-01T08:50:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34ec8210121583602039e0e30f12f4565ccab0aa",
          "body": null,
          "is_bot": false,
          "headline": "docs: add Buy Me A Coffee funding + README badges",
          "author_name": "Pr0xy_22",
          "author_login": "mattymomo1993",
          "committed_at": "2026-05-31T09:33:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e2caac8444ae5de075e6b1271387aa9a2fce760",
          "body": "  rotation, Termux passive mode",
          "is_bot": false,
          "headline": "fix(tui+ci+sec): unblock pylint, fix screen ghosting, add key",
          "author_name": "mrrobot",
          "author_login": null,
          "committed_at": "2026-05-31T08:35:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4cb50bc4c26046c51cfebfcff33465304abfbd3f",
          "body": null,
          "is_bot": false,
          "headline": "lint: tune pylint config and clean up minor findings",
          "author_name": "mrrobot",
          "author_login": null,
          "committed_at": "2026-05-30T17:52:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "741cf22c794fff3737f72e8a8fe99e6a1fe69a12",
          "body": "adding my config file",
          "is_bot": false,
          "headline": "Add Pylint workflow for Python code analysis",
          "author_name": "Matthew Morris",
          "author_login": "mattymomo1993",
          "committed_at": "2026-05-30T17:11:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c7c52ee174a0a5d248254086b5eb74401ed0412",
          "body": null,
          "is_bot": false,
          "headline": "ci: add PyPI Trusted Publisher workflow",
          "author_name": "mrrobot",
          "author_login": null,
          "committed_at": "2026-05-30T17:01:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28b1da134d15e5adf387f87b93338df28a9cfef8",
          "body": null,
          "is_bot": false,
          "headline": "release: publish netwatch-sec 1.1.0 to PyPI",
          "author_name": "mrrobot",
          "author_login": null,
          "committed_at": "2026-05-30T16:57:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dc33614bbadc36e17dd433ff23624911ee1bbf3",
          "body": null,
          "is_bot": false,
          "headline": "build: add pyproject.toml for PyPI publishing as netwatch-sec",
          "author_name": "mrrobot",
          "author_login": null,
          "committed_at": "2026-05-30T16:41:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d52f4913f33d36e873144950d644e3a9b4de2361",
          "body": null,
          "is_bot": false,
          "headline": "docs: add license and tech stack badges to README",
          "author_name": "mrrobot",
          "author_login": null,
          "committed_at": "2026-05-30T16:24:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6cb1d7f9a36e3484e3b33396b894f6d1babdd512",
          "body": null,
          "is_bot": false,
          "headline": "Initial commit: NetWatch v1.1 — network security dashboard",
          "author_name": "mrrobot",
          "author_login": null,
          "committed_at": "2026-05-30T16:21:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 4,
      "commits_last_year": 74,
      "latest_release_at": "2026-07-02T13:26:31Z",
      "latest_release_tag": "v1.3.1",
      "releases_from_tags": false,
      "days_since_last_push": 11,
      "active_weeks_last_year": 5,
      "days_since_latest_release": 24,
      "mean_days_between_releases": 8.8
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 75,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "netwatch-sec",
          "exists": true,
          "license": null,
          "keywords": [
            "network-security",
            "honeypot",
            "osint",
            "nmap",
            "tshark",
            "cybersecurity",
            "intrusion-detection",
            "raspberry-pi",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Intended Audience :: Information Technology",
            "Intended Audience :: System Administrators",
            "License :: OSI Approved :: GNU Affero General Public License v3",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.9",
            "Topic :: Security",
            "Topic :: System :: Networking :: Monitoring"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/netwatch-sec/",
          "is_deprecated": false,
          "latest_version": "1.5.0",
          "repository_url": "https://github.com/Mattmorris-dev/netwatch-sec",
          "versions_count": 9,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 752,
          "first_published_at": "2026-05-30T16:54:11.356424Z",
          "latest_published_at": "2026-07-15T06:43:24.053552Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 11
        }
      ]
    },
    "popularity": {
      "forks": 2,
      "stars": 23,
      "watchers": 2,
      "fork_history": {
        "days": [
          {
            "date": "2026-06-05",
            "count": 1
          },
          {
            "date": "2026-06-09",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 2,
        "total_forks": 2
      },
      "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": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 472339,
      "source_files_sampled": 47,
      "oversized_source_files": 3,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml",
        "requirements.txt"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 19,
        "malicious_count": 0,
        "assessed_package": "pypi:netwatch-sec@1.5.0",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "flask",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.3.0"
        },
        {
          "name": "markupsafe",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.1.0"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.28.0"
        },
        {
          "name": "python-whois",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.8.0"
        },
        {
          "name": "dnspython",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.3.0"
        },
        {
          "name": "cryptography",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=42.0.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "cryptography",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "dnspython",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flask",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-whois",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flask-graphql",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "graphene",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "meshtastic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "speedtest-cli",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 11,
        "direct_count": 6,
        "indirect_count": 5
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 1,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 1,
        "closed_unmerged_prs": 0
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "mattymomo1993",
          "commits": 67,
          "avatar_url": "https://avatars.githubusercontent.com/u/57352194?v=4"
        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "docker.yml",
        "publish.yml",
        "pylint.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        ".pylintrc"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "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": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "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": 9,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "6c611ae949c5bf259ff2c984794d22caa11048b7",
        "ran_at": "2026-07-26T18:19:07Z",
        "aggregate_score": 4.2,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-15T06:47:23Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-06-06T03:45:59Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/Mattmorris-dev/netwatch-sec",
    "host": "github.com",
    "name": "netwatch-sec",
    "owner": "Mattmorris-dev"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 61,
      "inputs": {
        "security": 54,
        "vitality": 69,
        "community": 36,
        "governance": 56,
        "engineering": 88
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 69,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "at_risk",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 49,
            "inputs": {
              "commits_last_year": 74,
              "human_commit_share": 1,
              "days_since_last_push": 11,
              "active_weeks_last_year": 5
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 11 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "5/52 weeks with commits",
                "points": 3.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "74 commits in the last year",
                "points": 16.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 74
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 4,
              "latest_release_tag": "v1.3.1",
              "releases_from_tags": false,
              "days_since_latest_release": 24,
              "mean_days_between_releases": 8.8
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "4 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 24 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 24
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~8.8 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 8.8
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 36,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 22,
            "inputs": {
              "forks": 2,
              "stars": 23,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "23 stars",
                "points": 21.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 23
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "at_risk",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 44,
            "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": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "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": 48,
            "inputs": {
              "packages": [
                "netwatch-sec"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 752
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "752 downloads/month across pypi",
                "points": 38.4,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 752,
                      "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": 56,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 0,
              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 0
            },
            "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": "1/1 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1,
                      "decided": 1
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Mattmorris-dev",
              "public_repos": 3,
              "account_age_days": 1256
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of Mattmorris-dev",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "Mattmorris-dev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3 public repos, account ~3 yr old",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "netwatch-sec"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 11
            },
            "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 11 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "9 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": 88,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 80,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": ".pylintrc",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "cybersecurity",
                "honeypot",
                "network-security",
                "nmap",
                "osint",
                "pentesting",
                "python",
                "raspberry-pi",
                "security",
                "tui"
              ],
              "has_wiki": true,
              "homepage": "https://pypi.org/project/netwatch-sec/",
              "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": "https://pypi.org/project/netwatch-sec/",
                "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": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "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": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.2
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "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:netwatch-sec@1.5.0 runtime dependency closure — what installing the published package pulls in — 19 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:netwatch-sec@1.5.0",
                  "assessed": 19
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 19,
              "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": 19,
              "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": 2
            },
            "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": 44,
        "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": 0.743,
              "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": "55 of 74 human commits state their intent (structured subject or explanatory body)",
                "points": 39.6,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 55,
                      "sampled": 74
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".pylintrc",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc"
                    }
                  }
                ],
                "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",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 74",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 74
                    }
                  }
                ],
                "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": 52,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 472339,
              "source_files_sampled": 47,
              "oversized_source_files": 3
            },
            "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": "3/47 source files over 60KB",
                "points": 51.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 47,
                      "oversized": 3
                    }
                  }
                ],
                "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T18:19:12.548949Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/Mattmorris-dev/netwatch-sec.svg",
  "full_name": "Mattmorris-dev/netwatch-sec",
  "license_state": "custom",
  "license_spdx": null
}

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.