Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.3.1 · 2026-07-31 00:06 UTC

isaackogan / TikTok-Webcast-Protobuf

A clean-room reverse engineering of the TikTok LIVE Protobuf Schema for interoperability.

Java · KotlinAGPL-3.0★ 21 зірка⑂ 2 форкиз квіт. 2026 р.Переглянути на GitHub ↗

isaackogan/TikTok-Webcast-Protobuf має індекс здоров’я 35 зі 100, що відповідає смузі «Слабкий». Найвищий показник — Engineering Quality (56/100), найнижчий — Sustainability & Governance (29/100). Останнє оновлення було 8 днів тому. Більшість нещодавньої роботи виконує один учасник.

35
загалом / 100
Слабкий

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).

35
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні 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.

Зважений загальний бал 40 калібровано до 35 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

Isaac KoganОсобистий обліковий запис
442 підписники54 публічні репозиторіїз трав. 2020 р.Euler Stream

Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.

Метрики за категоріями

Життєздатність

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

36Слабкий · 21% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 8 дн. тому
3.5/36Ритм комітів — 5/52 тижнів із комітами
18/18Обсяг комітів — 120 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year120
human_commit_share0,48
days_since_last_push8
active_weeks_last_year5
Як обчислюється оцінка
0/27Випускає релізи — релізів не опубліковано
0/36Свіжість релізів — релізів немає
0/27Ритм релізів — релізів немає
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count0
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?

35Слабкий · 17% загального індексу
Як обчислюється оцінка
21.1/60Зірки — 21 зірок
0/25Форки — 2 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks2
stars21
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (AGPL-3.0)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
readme_badges
has_contributingні
has_issue_templateні
has_code_of_conductні
readme_badge_services
has_pull_request_templateні

Сталість та врядування

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

29У зоні ризику · 23% 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
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
0/42Вирішення issue — немає issue або даних
0/30Прийняття PR — немає вирішених pull request-ів або даних
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs0
open_issues0
closed_issues0
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio
closed_unmerged_prs0
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue, Прийняття PR, newcomer_pr_acceptance. Залишкові ваги перенормовано.
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
19/25Охоплення власника — 442 підписників у isaackogan
24.7/25Послужний список — 54 публічних репозиторіїв, вік облікового запису ~6 р.
Використані вхідні дані
followers442
owner_typeUser
is_verified
owner_loginisaackogan
public_repos54
account_age_days2 258
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Інженерна якість

Чи наявні базові інженерні практики та документація?

56Помірний · 19% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 9 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
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_configні
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

50Помірний
Як обчислюється оцінка
30/30README
0/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

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

42Слабкий · 16% загального індексу

Стан безпеки

42Слабкий
Як обчислюється оцінка
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 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.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.

55Помірний · 4% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 36 з 48 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,75
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
12.6/18Розгортання однією командою — targets/jvm/build.gradle.kts, targets/jvm/tiktok-live-proto-kotlin/build.gradle.kts, targets/jvm/tiktok-live-proto/build.gradle.kts (домовленість інструментарію, без раннера задач)
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — targets/python/TikTokLiveProto/src/TikTokLiveProto/py.typed, targets/python/TikTokLiveProto/src/TikTokLiveProto/v3/py.typed, targets/typescript/tiktok-live-proto-full-types/tsconfig.json, targets/typescript/tiktok-live-proto-full/tsconfig.json, targets/typescript/tiktok-live-proto/tsconfig.json
10/10Відтворюване середовище — lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilespnpm-lock.yaml
has_dockerfileні
typed_languageтак
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configstargets/python/TikTokLiveProto/src/TikTokLiveProto/py.typed, targets/python/TikTokLiveProto/src/TikTokLiveProto/v3/py.typed, targets/typescript/tiktok-live-proto-full-types/tsconfig.json, targets/typescript/tiktok-live-proto-full/tsconfig.json, targets/typescript/tiktok-live-proto/tsconfig.json
agent_commit_share0
toolchain_manifeststargets/jvm/build.gradle.kts, targets/jvm/tiktok-live-proto-kotlin/build.gradle.kts, targets/jvm/tiktok-live-proto/build.gradle.kts
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — Java (статично типізована)
53.5/55Керовані розміри файлів — 2/75 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageJava
largest_source_bytes497 207
source_files_sampled75
oversized_source_files2
Як обчислюється оцінка
40/40Схема API (OpenAPI/GraphQL/proto) — src/slim/v1/webcast.proto, src/slim/v2/data.proto, src/slim/v2/enums.proto, src/slim/v2/synthetic.proto, src/slim/v2/webcast.proto, src/slim/v3/webcast/chatroom/api.proto, src/slim/v3/webcast/chatroom/api_emote_upload_info.proto, src/slim/v3/webcast/chatroom/interact_model.proto, src/slim/v3/webcast/chatroom/model/interact_messages.proto, src/slim/v3/webcast/chatroom/model/multiguestv3.proto, src/slim/v3/webcast/chatroom/model/multilive.proto, src/slim/v3/webcast/envelope.proto, src/slim/v3/webcast/im.proto, src/slim/v3/webcast/linkmic/common.proto, src/slim/v3/webcast/linkmic/common_group_channel_all_user.proto, src/slim/v3/webcast/linkmic/common_group_channel_user.proto, src/slim/v3/webcast/message_proto.proto, src/slim/v3/webcast/message_proto_perception_sheet_info.proto, src/slim/v3/webcast/model/base/emoji.proto, src/slim/v3/webcast/model/base/messages.proto, src/slim/v3/webcast/model/base/user.proto, src/slim/v3/webcast/model/base/user_2.proto, src/slim/v3/webcast/model/color_group.proto, src/slim/v3/webcast/model/data/messages.proto, src/slim/v3/webcast/model/data/multi_guest_play.proto, src/slim/v3/webcast/model/data/oec_msg.proto, src/slim/v3/webcast/model/game.proto, src/slim/v3/webcast/model/gift/assets.proto, src/slim/v3/webcast/model/gift/assets_face_recognition_meta.proto, src/slim/v3/webcast/model/gift/model.proto, src/slim/v3/webcast/model/gift/model_asset_bundle.proto, src/slim/v3/webcast/model/gift/model_gift_effect.proto, src/slim/v3/webcast/model/gift/model_webcast_goal_update_message.proto, src/slim/v3/webcast/model/goal.proto, src/slim/v3/webcast/model/linksetting.proto, src/slim/v3/webcast/model/live_match.proto, src/slim/v3/webcast/model/live_match_battle_team_user_armies.proto, src/slim/v3/webcast/model/message/battle.proto, src/slim/v3/webcast/model/message/common.proto, src/slim/v3/webcast/model/message/ext.proto, src/slim/v3/webcast/model/message/invite_top_host_info.proto, src/slim/v3/webcast/model/message/linkcore.proto, src/slim/v3/webcast/model/message/linkcore_link_position.proto, src/slim/v3/webcast/model/message/linkcore_mic_position_data.proto, src/slim/v3/webcast/model/message/linkcore_player.proto, src/slim/v3/webcast/model/message/linkcore_webcast_link_layer_message.proto, src/slim/v3/webcast/model/message/linker/invite_message.proto, src/slim/v3/webcast/model/message/linker/linked_list_change_message.proto, src/slim/v3/webcast/model/message/linker/listchangemessage.proto, src/slim/v3/webcast/model/message/linker/messages.proto, src/slim/v3/webcast/model/message/linker/mic_update.proto, src/slim/v3/webcast/model/message/linker/reply_message.proto, src/slim/v3/webcast/model/message/messages.proto, src/slim/v3/webcast/model/message/redenvelope.proto, src/slim/v3/webcast/model/messages.proto, src/slim/v3/webcast/model/rank.proto, src/slim/v3/webcast/model/viewer_picks.proto, src/slim/v3/webcast/shared/message.proto, src/slim/v3/webcast/shared/messages.proto, src/slim/v3/webcast/synthetic_enums.proto, src/slim/v3/webcast/synthetic_proto.proto
0/20Сервер MCP
0/40Придатні до запуску приклади
Використані вхідні дані
example_dirs
has_mcp_signalні
api_schema_filessrc/slim/v1/webcast.proto, src/slim/v2/data.proto, src/slim/v2/enums.proto, src/slim/v2/synthetic.proto, src/slim/v2/webcast.proto, src/slim/v3/webcast/chatroom/api.proto, src/slim/v3/webcast/chatroom/api_emote_upload_info.proto, src/slim/v3/webcast/chatroom/interact_model.proto, src/slim/v3/webcast/chatroom/model/interact_messages.proto, src/slim/v3/webcast/chatroom/model/multiguestv3.proto, src/slim/v3/webcast/chatroom/model/multilive.proto, src/slim/v3/webcast/envelope.proto, src/slim/v3/webcast/im.proto, src/slim/v3/webcast/linkmic/common.proto, src/slim/v3/webcast/linkmic/common_group_channel_all_user.proto, src/slim/v3/webcast/linkmic/common_group_channel_user.proto, src/slim/v3/webcast/message_proto.proto, src/slim/v3/webcast/message_proto_perception_sheet_info.proto, src/slim/v3/webcast/model/base/emoji.proto, src/slim/v3/webcast/model/base/messages.proto, src/slim/v3/webcast/model/base/user.proto, src/slim/v3/webcast/model/base/user_2.proto, src/slim/v3/webcast/model/color_group.proto, src/slim/v3/webcast/model/data/messages.proto, src/slim/v3/webcast/model/data/multi_guest_play.proto, src/slim/v3/webcast/model/data/oec_msg.proto, src/slim/v3/webcast/model/game.proto, src/slim/v3/webcast/model/gift/assets.proto, src/slim/v3/webcast/model/gift/assets_face_recognition_meta.proto, src/slim/v3/webcast/model/gift/model.proto, src/slim/v3/webcast/model/gift/model_asset_bundle.proto, src/slim/v3/webcast/model/gift/model_gift_effect.proto, src/slim/v3/webcast/model/gift/model_webcast_goal_update_message.proto, src/slim/v3/webcast/model/goal.proto, src/slim/v3/webcast/model/linksetting.proto, src/slim/v3/webcast/model/live_match.proto, src/slim/v3/webcast/model/live_match_battle_team_user_armies.proto, src/slim/v3/webcast/model/message/battle.proto, src/slim/v3/webcast/model/message/common.proto, src/slim/v3/webcast/model/message/ext.proto, src/slim/v3/webcast/model/message/invite_top_host_info.proto, src/slim/v3/webcast/model/message/linkcore.proto, src/slim/v3/webcast/model/message/linkcore_link_position.proto, src/slim/v3/webcast/model/message/linkcore_mic_position_data.proto, src/slim/v3/webcast/model/message/linkcore_player.proto, src/slim/v3/webcast/model/message/linkcore_webcast_link_layer_message.proto, src/slim/v3/webcast/model/message/linker/invite_message.proto, src/slim/v3/webcast/model/message/linker/linked_list_change_message.proto, src/slim/v3/webcast/model/message/linker/listchangemessage.proto, src/slim/v3/webcast/model/message/linker/messages.proto, src/slim/v3/webcast/model/message/linker/mic_update.proto, src/slim/v3/webcast/model/message/linker/reply_message.proto, src/slim/v3/webcast/model/message/messages.proto, src/slim/v3/webcast/model/message/redenvelope.proto, src/slim/v3/webcast/model/messages.proto, src/slim/v3/webcast/model/rank.proto, src/slim/v3/webcast/model/viewer_picks.proto, src/slim/v3/webcast/shared/message.proto, src/slim/v3/webcast/shared/messages.proto, src/slim/v3/webcast/synthetic_enums.proto, src/slim/v3/webcast/synthetic_proto.proto

Ключові факти

21зірок GitHub
1контриб'юторів
120комітів за останні 12 місяців
8днів від останнього пушу
0релізів
1бас-фактор
0відкритих issue
пакетних екосистем

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

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.

111222212026-062026-062026-07
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 · 2026-07-31 00:06 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Усі залежності не зібрано

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

Звіт у форматі JSON машиночитний
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              "commits_last_year": 120,
              "human_commit_share": 0.48,
              "days_since_last_push": 8,
              "active_weeks_last_year": 5
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 8 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "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": "120 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 120
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "critical",
            "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": 1,
            "inputs": {
              "releases_count": 0
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "no releases published",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_releases_published",
                    "params": {}
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "no releases",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_releases",
                    "params": {}
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "no releases",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_releases",
                    "params": {}
                  }
                ],
                "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": "exceptional",
            "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": "weak",
        "name": "Community & Adoption",
        "value": 35,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 21,
            "inputs": {
              "forks": 2,
              "stars": 21,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "21 stars",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "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": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (AGPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "AGPL-3.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 29,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 20,
            "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 4 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance",
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "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": "good",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 67,
            "inputs": {
              "followers": 442,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "isaackogan",
              "public_repos": 54,
              "account_age_days": 2258
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "442 followers of isaackogan",
                "points": 19,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 442,
                      "login": "isaackogan"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "54 public repos, account ~6 yr old",
                "points": 24.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 54
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 56,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "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": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 42,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "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": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "3 existing vulnerabilities detected",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 5
            },
            "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
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 55,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.75,
              "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
              },
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                "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": "36 of 48 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 36,
                      "sampled": 48
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "targets/python/TikTokLiveProto/src/TikTokLiveProto/py.typed",
                "targets/python/TikTokLiveProto/src/TikTokLiveProto/v3/py.typed",
                "targets/typescript/tiktok-live-proto-full-types/tsconfig.json",
                "targets/typescript/tiktok-live-proto-full/tsconfig.json",
                "targets/typescript/tiktok-live-proto/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "targets/jvm/build.gradle.kts",
                "targets/jvm/tiktok-live-proto-kotlin/build.gradle.kts",
                "targets/jvm/tiktok-live-proto/build.gradle.kts"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "targets/jvm/build.gradle.kts, targets/jvm/tiktok-live-proto-kotlin/build.gradle.kts, targets/jvm/tiktok-live-proto/build.gradle.kts (toolchain convention, no task runner)",
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                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "targets/jvm/build.gradle.kts, targets/jvm/tiktok-live-proto-kotlin/build.gradle.kts, targets/jvm/tiktok-live-proto/build.gradle.kts"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "targets/python/TikTokLiveProto/src/TikTokLiveProto/py.typed, targets/python/TikTokLiveProto/src/TikTokLiveProto/v3/py.typed, targets/typescript/tiktok-live-proto-full-types/tsconfig.json, targets/typescript/tiktok-live-proto-full/tsconfig.json, targets/typescript/tiktok-live-proto/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "targets/python/TikTokLiveProto/src/TikTokLiveProto/py.typed, targets/python/TikTokLiveProto/src/TikTokLiveProto/v3/py.typed, targets/typescript/tiktok-live-proto-full-types/tsconfig.json, targets/typescript/tiktok-live-proto-full/tsconfig.json, targets/typescript/tiktok-live-proto/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "Java",
              "largest_source_bytes": 497207,
              "source_files_sampled": 75,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Java (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/75 source files over 60KB",
                "points": 53.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 75,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "src/slim/v1/webcast.proto",
                "src/slim/v2/data.proto",
                "src/slim/v2/enums.proto",
                "src/slim/v2/synthetic.proto",
                "src/slim/v2/webcast.proto",
                "src/slim/v3/webcast/chatroom/api.proto",
                "src/slim/v3/webcast/chatroom/api_emote_upload_info.proto",
                "src/slim/v3/webcast/chatroom/interact_model.proto",
                "src/slim/v3/webcast/chatroom/model/interact_messages.proto",
                "src/slim/v3/webcast/chatroom/model/multiguestv3.proto",
                "src/slim/v3/webcast/chatroom/model/multilive.proto",
                "src/slim/v3/webcast/envelope.proto",
                "src/slim/v3/webcast/im.proto",
                "src/slim/v3/webcast/linkmic/common.proto",
                "src/slim/v3/webcast/linkmic/common_group_channel_all_user.proto",
                "src/slim/v3/webcast/linkmic/common_group_channel_user.proto",
                "src/slim/v3/webcast/message_proto.proto",
                "src/slim/v3/webcast/message_proto_perception_sheet_info.proto",
                "src/slim/v3/webcast/model/base/emoji.proto",
                "src/slim/v3/webcast/model/base/messages.proto",
                "src/slim/v3/webcast/model/base/user.proto",
                "src/slim/v3/webcast/model/base/user_2.proto",
                "src/slim/v3/webcast/model/color_group.proto",
                "src/slim/v3/webcast/model/data/messages.proto",
                "src/slim/v3/webcast/model/data/multi_guest_play.proto",
                "src/slim/v3/webcast/model/data/oec_msg.proto",
                "src/slim/v3/webcast/model/game.proto",
                "src/slim/v3/webcast/model/gift/assets.proto",
                "src/slim/v3/webcast/model/gift/assets_face_recognition_meta.proto",
                "src/slim/v3/webcast/model/gift/model.proto",
                "src/slim/v3/webcast/model/gift/model_asset_bundle.proto",
                "src/slim/v3/webcast/model/gift/model_gift_effect.proto",
                "src/slim/v3/webcast/model/gift/model_webcast_goal_update_message.proto",
                "src/slim/v3/webcast/model/goal.proto",
                "src/slim/v3/webcast/model/linksetting.proto",
                "src/slim/v3/webcast/model/live_match.proto",
                "src/slim/v3/webcast/model/live_match_battle_team_user_armies.proto",
                "src/slim/v3/webcast/model/message/battle.proto",
                "src/slim/v3/webcast/model/message/common.proto",
                "src/slim/v3/webcast/model/message/ext.proto",
                "src/slim/v3/webcast/model/message/invite_top_host_info.proto",
                "src/slim/v3/webcast/model/message/linkcore.proto",
                "src/slim/v3/webcast/model/message/linkcore_link_position.proto",
                "src/slim/v3/webcast/model/message/linkcore_mic_position_data.proto",
                "src/slim/v3/webcast/model/message/linkcore_player.proto",
                "src/slim/v3/webcast/model/message/linkcore_webcast_link_layer_message.proto",
                "src/slim/v3/webcast/model/message/linker/invite_message.proto",
                "src/slim/v3/webcast/model/message/linker/linked_list_change_message.proto",
                "src/slim/v3/webcast/model/message/linker/listchangemessage.proto",
                "src/slim/v3/webcast/model/message/linker/messages.proto",
                "src/slim/v3/webcast/model/message/linker/mic_update.proto",
                "src/slim/v3/webcast/model/message/linker/reply_message.proto",
                "src/slim/v3/webcast/model/message/messages.proto",
                "src/slim/v3/webcast/model/message/redenvelope.proto",
                "src/slim/v3/webcast/model/messages.proto",
                "src/slim/v3/webcast/model/rank.proto",
                "src/slim/v3/webcast/model/viewer_picks.proto",
                "src/slim/v3/webcast/shared/message.proto",
                "src/slim/v3/webcast/shared/messages.proto",
                "src/slim/v3/webcast/synthetic_enums.proto",
                "src/slim/v3/webcast/synthetic_proto.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "src/slim/v1/webcast.proto, src/slim/v2/data.proto, src/slim/v2/enums.proto, src/slim/v2/synthetic.proto, src/slim/v2/webcast.proto, src/slim/v3/webcast/chatroom/api.proto, src/slim/v3/webcast/chatroom/api_emote_upload_info.proto, src/slim/v3/webcast/chatroom/interact_model.proto, src/slim/v3/webcast/chatroom/model/interact_messages.proto, src/slim/v3/webcast/chatroom/model/multiguestv3.proto, src/slim/v3/webcast/chatroom/model/multilive.proto, src/slim/v3/webcast/envelope.proto, src/slim/v3/webcast/im.proto, src/slim/v3/webcast/linkmic/common.proto, src/slim/v3/webcast/linkmic/common_group_channel_all_user.proto, src/slim/v3/webcast/linkmic/common_group_channel_user.proto, src/slim/v3/webcast/message_proto.proto, src/slim/v3/webcast/message_proto_perception_sheet_info.proto, src/slim/v3/webcast/model/base/emoji.proto, src/slim/v3/webcast/model/base/messages.proto, src/slim/v3/webcast/model/base/user.proto, src/slim/v3/webcast/model/base/user_2.proto, src/slim/v3/webcast/model/color_group.proto, src/slim/v3/webcast/model/data/messages.proto, src/slim/v3/webcast/model/data/multi_guest_play.proto, src/slim/v3/webcast/model/data/oec_msg.proto, src/slim/v3/webcast/model/game.proto, src/slim/v3/webcast/model/gift/assets.proto, src/slim/v3/webcast/model/gift/assets_face_recognition_meta.proto, src/slim/v3/webcast/model/gift/model.proto, src/slim/v3/webcast/model/gift/model_asset_bundle.proto, src/slim/v3/webcast/model/gift/model_gift_effect.proto, src/slim/v3/webcast/model/gift/model_webcast_goal_update_message.proto, src/slim/v3/webcast/model/goal.proto, src/slim/v3/webcast/model/linksetting.proto, src/slim/v3/webcast/model/live_match.proto, src/slim/v3/webcast/model/live_match_battle_team_user_armies.proto, src/slim/v3/webcast/model/message/battle.proto, src/slim/v3/webcast/model/message/common.proto, src/slim/v3/webcast/model/message/ext.proto, src/slim/v3/webcast/model/message/invite_top_host_info.proto, src/slim/v3/webcast/model/message/linkcore.proto, src/slim/v3/webcast/model/message/linkcore_link_position.proto, src/slim/v3/webcast/model/message/linkcore_mic_position_data.proto, src/slim/v3/webcast/model/message/linkcore_player.proto, src/slim/v3/webcast/model/message/linkcore_webcast_link_layer_message.proto, src/slim/v3/webcast/model/message/linker/invite_message.proto, src/slim/v3/webcast/model/message/linker/linked_list_change_message.proto, src/slim/v3/webcast/model/message/linker/listchangemessage.proto, src/slim/v3/webcast/model/message/linker/messages.proto, src/slim/v3/webcast/model/message/linker/mic_update.proto, src/slim/v3/webcast/model/message/linker/reply_message.proto, src/slim/v3/webcast/model/message/messages.proto, src/slim/v3/webcast/model/message/redenvelope.proto, src/slim/v3/webcast/model/messages.proto, src/slim/v3/webcast/model/rank.proto, src/slim/v3/webcast/model/viewer_picks.proto, src/slim/v3/webcast/shared/message.proto, src/slim/v3/webcast/shared/messages.proto, src/slim/v3/webcast/synthetic_enums.proto, src/slim/v3/webcast/synthetic_proto.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/slim/v1/webcast.proto, src/slim/v2/data.proto, src/slim/v2/enums.proto, src/slim/v2/synthetic.proto, src/slim/v2/webcast.proto, src/slim/v3/webcast/chatroom/api.proto, src/slim/v3/webcast/chatroom/api_emote_upload_info.proto, src/slim/v3/webcast/chatroom/interact_model.proto, src/slim/v3/webcast/chatroom/model/interact_messages.proto, src/slim/v3/webcast/chatroom/model/multiguestv3.proto, src/slim/v3/webcast/chatroom/model/multilive.proto, src/slim/v3/webcast/envelope.proto, src/slim/v3/webcast/im.proto, src/slim/v3/webcast/linkmic/common.proto, src/slim/v3/webcast/linkmic/common_group_channel_all_user.proto, src/slim/v3/webcast/linkmic/common_group_channel_user.proto, src/slim/v3/webcast/message_proto.proto, src/slim/v3/webcast/message_proto_perception_sheet_info.proto, src/slim/v3/webcast/model/base/emoji.proto, src/slim/v3/webcast/model/base/messages.proto, src/slim/v3/webcast/model/base/user.proto, src/slim/v3/webcast/model/base/user_2.proto, src/slim/v3/webcast/model/color_group.proto, src/slim/v3/webcast/model/data/messages.proto, src/slim/v3/webcast/model/data/multi_guest_play.proto, src/slim/v3/webcast/model/data/oec_msg.proto, src/slim/v3/webcast/model/game.proto, src/slim/v3/webcast/model/gift/assets.proto, src/slim/v3/webcast/model/gift/assets_face_recognition_meta.proto, src/slim/v3/webcast/model/gift/model.proto, src/slim/v3/webcast/model/gift/model_asset_bundle.proto, src/slim/v3/webcast/model/gift/model_gift_effect.proto, src/slim/v3/webcast/model/gift/model_webcast_goal_update_message.proto, src/slim/v3/webcast/model/goal.proto, src/slim/v3/webcast/model/linksetting.proto, src/slim/v3/webcast/model/live_match.proto, src/slim/v3/webcast/model/live_match_battle_team_user_armies.proto, src/slim/v3/webcast/model/message/battle.proto, src/slim/v3/webcast/model/message/common.proto, src/slim/v3/webcast/model/message/ext.proto, src/slim/v3/webcast/model/message/invite_top_host_info.proto, src/slim/v3/webcast/model/message/linkcore.proto, src/slim/v3/webcast/model/message/linkcore_link_position.proto, src/slim/v3/webcast/model/message/linkcore_mic_position_data.proto, src/slim/v3/webcast/model/message/linkcore_player.proto, src/slim/v3/webcast/model/message/linkcore_webcast_link_layer_message.proto, src/slim/v3/webcast/model/message/linker/invite_message.proto, src/slim/v3/webcast/model/message/linker/linked_list_change_message.proto, src/slim/v3/webcast/model/message/linker/listchangemessage.proto, src/slim/v3/webcast/model/message/linker/messages.proto, src/slim/v3/webcast/model/message/linker/mic_update.proto, src/slim/v3/webcast/model/message/linker/reply_message.proto, src/slim/v3/webcast/model/message/messages.proto, src/slim/v3/webcast/model/message/redenvelope.proto, src/slim/v3/webcast/model/messages.proto, src/slim/v3/webcast/model/rank.proto, src/slim/v3/webcast/model/viewer_picks.proto, src/slim/v3/webcast/shared/message.proto, src/slim/v3/webcast/shared/messages.proto, src/slim/v3/webcast/synthetic_enums.proto, src/slim/v3/webcast/synthetic_proto.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [],
      "scores": {
        "network-service": 3
      },
      "primary": null,
      "evidence": [
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T00:06:29.212293Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/isaackogan/TikTok-Webcast-Protobuf.svg",
  "full_name": "isaackogan/TikTok-Webcast-Protobuf",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.3.1, схема v0.27.0 — повна методологія · вікі метрик.

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