Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 05:35 UTC

PancakeTAS / lsfg-vk

Lossless Scaling Frame Generation on Linux

C++GPL-3.0★ 4 595 зірок⑂ 125 форківз черв. 2025 р.Переглянути на GitHub ↗

PancakeTAS/lsfg-vk має індекс здоров’я 56 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (70/100), найнижчий — Security (35/100). Останнє оновлення було 27 днів тому. Більшість нещодавньої роботи виконує один учасник.

56
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.

56
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

PancakeTASОсобистий обліковий запис
288 підписників33 публічні репозиторіїз січ. 2021 р.

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?

70Добрий · 22% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 27 дн. тому
14.5/36Ритм комітів — 21/52 тижнів із комітами
18/18Обсяг комітів — 149 комітів за останній рік
5/10OpenSSF Scorecard: Maintained — 2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5
Використані вхідні дані
commits_last_year149
human_commit_share1
days_since_last_push27
active_weeks_last_year21
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 3 релізів
36/36Свіжість релізів — останній реліз 27 дн. тому
12.6/27Ритм релізів — реліз кожні ~168,3 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count3
latest_release_tagv2.0.0-dev
releases_from_tagsні
days_since_latest_release27
mean_days_between_releases168,3

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

70Добрий · 18% загального індексу
Як обчислюється оцінка
59.4/60Зірки — 4 595 зірок
17.4/25Форки — 125 форків
9.9/15Спостерігачі — 61 спостерігачів
Використані вхідні дані
forks125
stars4 595
watchers61
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (GPL-3.0)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

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

47У зоні ризику · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0.8/22.5Розподіл комітів — головний контриб’ютор — автор 96% комітів
13.5/13.5Широта контриб’юторів — 11 контриб’юторів
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Використані вхідні дані
bus_factor1
contributors_sampled11
top_contributor_share0,963
Як обчислюється оцінка
36.2/46.8Вирішення issue — закрито 77% issue
21.1/38.3Прийняття PR — злито 27/49 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 2/23 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs27
open_issues14
closed_issues48
issue_closed_ratio0,774
closed_unmerged_prs22
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
17.7/25Охоплення власника — 288 підписників у PancakeTAS
22.1/25Послужний список — 33 публічних репозиторіїв, вік облікового запису ~5 р.
Використані вхідні дані
followers288
owner_typeUser
is_verified
owner_loginPancakeTAS
public_repos33
account_age_days2 002
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Інженерна якість

Чи наявні базові інженерні практики та документація?

54Помірний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 3 процес(ів) CI
0/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciтак
has_testsні
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://discord.gg/losslessscaling
10/10Опис репозиторію
10/10Теми — 6 тем
10/10Wiki
Використані вхідні дані
topicslinux, lsfg, steamdeck, vulkan, losslessscaling, frame-generation
has_wikiтак
homepagehttps://discord.gg/losslessscaling
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

35У зоні ризику · 16% загального індексу

Стан безпеки

35У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
0/2.5CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/23 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
2.5/2.5Ліцензія — license file detected
3.8/7.5Maintained — 2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
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_aggregate3,5
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging. Залишкові ваги перенормовано.

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.

37У зоні ризику · 0% 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 98 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,98
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
0/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — C++ (статично типізована)
0/10Відтворюване середовище
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_testsні
lockfiles
has_dockerfileні
typed_languageтак
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — C++ (статично типізована)
54.3/55Керовані розміри файлів — 1/81 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageC++
largest_source_bytes485 931
source_files_sampled81
oversized_source_files1

Ключові факти

4 595зірок GitHub
11контриб'юторів
149комітів за останні 12 місяців
27днів від останнього пушу
3релізів
1бас-фактор
14відкритих issue
пакетних екосистем

Попередження щодо збору даних

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

Докладніше

Історія зірок і форків 0 ★ / 125 ⇿
0Зірки
125Форки
3Релізи

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.

025507510012512352025-072026-012026-07
Мажорні 1Мінорні 1Патчі 0
OpenSSF Scorecard 3.5 / 10
3.5сукупно

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 05:35 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during GetBranch(release): error during branchesHandler.query: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/23 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
10Licenselicense file detected
5Maintained2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 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
{
  "data": {
    "repo": {
      "topics": [
        "linux",
        "lsfg",
        "steamdeck",
        "vulkan",
        "losslessscaling",
        "frame-generation"
      ],
      "is_fork": false,
      "size_kb": 3109,
      "has_wiki": true,
      "homepage": "https://discord.gg/losslessscaling",
      "languages": {
        "C++": 298079,
        "QML": 12709,
        "CMake": 6776
      },
      "pushed_at": "2026-06-28T07:01:02Z",
      "created_at": "2025-06-28T08:52:08Z",
      "owner_type": "User",
      "updated_at": "2026-07-26T05:27:03Z",
      "description": "Lossless Scaling Frame Generation on Linux",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "GPL-3.0",
      "default_branch": "develop",
      "license_spdx_raw": "GPL-3.0",
      "primary_language": "C++",
      "significant_languages": [
        "C++"
      ]
    },
    "owner": {
      "blog": "https://pancake.gay",
      "name": "PancakeTAS",
      "type": "User",
      "login": "PancakeTAS",
      "company": null,
      "location": "Germany",
      "followers": 288,
      "avatar_url": "https://avatars.githubusercontent.com/u/78265483?v=4",
      "created_at": "2021-01-30T14:08:22Z",
      "is_verified": null,
      "public_repos": 33,
      "account_age_days": 2002
    },
    "license": {
      "state": "standard",
      "spdx_id": "GPL-3.0",
      "raw_spdx": "GPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.0.0-dev",
          "kind": "prerelease",
          "published_at": "2026-06-28T07:01:03Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2025-07-30T19:41:37Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2025-07-26T16:09:45Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "8b0da2661c6f3473a7fccc8ba643880050e71642",
          "body": "Whoops.",
          "is_bot": false,
          "headline": "fix: fix: Unset HDR enabled property entirely",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-06-28T06:59:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e282e243ad79f438c82ba4310eff7a1ea1732db3",
          "body": "When the HDR enabled property is set, LSFG will assume the source buffer is in the Windows HDR colorspace (scRGB?). Prior to this change lsfg-vk would enabled this property whenever a 10-bit or 16-bit framebuffer is used, without respecting the swapchains actual colorspace. According to some reports\n[…]\n 10-bit or 16-bit framebuffer (such as mpv or ffplay when playing movies, etc.), but in turn this might also break some HDR games. A proper HDR implementation will be released once I find the time to.",
          "is_bot": false,
          "headline": "fix: Unset HDR enabled property entirely",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-06-27T08:05:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "218820e8dc2d69c21a7a0775b5c47f2c447ed31a",
          "body": null,
          "is_bot": false,
          "headline": "chore: Adjust to new compiler warnings",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-04-25T18:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f17e9ce746ba3fe2dc46e5a22145af6fb389c615",
          "body": "Apparently people just cannot read, so hopefully this works better",
          "is_bot": false,
          "headline": "docs: Re-create issue templates",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-02-23T13:23:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "997bc665f7f0f229c8d89a59cf3567ee3930927c",
          "body": null,
          "is_bot": false,
          "headline": "docs: Add wrong GPU troubleshooting note",
          "author_name": "WillyJL",
          "author_login": "WillyJL",
          "committed_at": "2026-02-05T20:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08c381915b83c9c6b8e5a7d5a01827a3b706c7a0",
          "body": "#458",
          "is_bot": false,
          "headline": "docs: remove issue templates",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-02-05T01:14:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9cdcf8ba78b2e104eda3a8d66673c4b30a9fb71",
          "body": "shader order was swapped, causing fp16 to be used when fp32 was requested and vice versa.",
          "is_bot": false,
          "headline": "fix: backend: switch fp16/fp32 shader order",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-01-31T17:53:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14904b9f3d78aea692bff0d330ce403ae0e74766",
          "body": null,
          "is_bot": false,
          "headline": "fix: ui: create config directory before config file",
          "author_name": "Gary Tierney",
          "author_login": "garyttierney",
          "committed_at": "2026-01-18T17:48:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1f89cc1daed469cd6e1a21a18e5816fea9ec9fb",
          "body": null,
          "is_bot": false,
          "headline": "apt add missing folderlistmodel",
          "author_name": "Andrey Zgarbul",
          "author_login": "burrbull",
          "committed_at": "2026-01-06T19:16:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0cec20d8a9029d9d290e088388ca2187c32ea10",
          "body": null,
          "is_bot": false,
          "headline": "fix: cli: do not set irreversible benchmark defaults",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2026-01-05T21:11:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc137ed3103bbb81f006d4503a9bf5f0c10fbdec",
          "body": null,
          "is_bot": false,
          "headline": "chore: turn pointer into a noexcept",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-31T10:01:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d4bf16f990fbf62323709f7f3b48b987f0897d1",
          "body": "previously this would always result in a transfer to the first queue, which seems to always be the right queue.. but that shouldn't be relied on",
          "is_bot": false,
          "headline": "fix: specify ignored queue family transition",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-31T10:00:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "034c431d76237e1122ce42e9b8853cac179e10ce",
          "body": null,
          "is_bot": false,
          "headline": "chore: update clang-tidy warnings",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-31T09:57:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c494b473bc5851eb2d46cf50aae60ea80983ba",
          "body": "whoops",
          "is_bot": false,
          "headline": "fix: layer: invert flow scale",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-29T04:32:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8b75d85d2784ce6901797575d121a856826f09f",
          "body": "looks like 22.04 does not have these two packages in their dependeny tree..",
          "is_bot": false,
          "headline": "docs: add missing packages on ubuntu/debian",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-28T07:13:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9943153918b50804338adfbc719793be3546f954",
          "body": "i- it turns out some games *do* use multiple Vulkan instances",
          "is_bot": false,
          "headline": "fix: layer: support multiple instances",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-26T03:14:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94d243bc2d4ab6e334200616a3c8a01a43a567ee",
          "body": "comments document why this is needed. closes #59",
          "is_bot": false,
          "headline": "workaround: leak Vulkan instance & device",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T21:45:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ceff118e8a0644382e724282c12029b04178858f",
          "body": null,
          "is_bot": false,
          "headline": "fix: change various definitions for x86 support",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T20:47:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2928e4ce6d2fbc5410a7f0ec12b3266b7eadbf8",
          "body": "emplacing a value into an unordered map does not override, so if the swapchain handles were identical (which they are commonly), then it would try to continue with the swapchain images from the old swapchain.\n\nironically, the swapchain images are also mostly identical. in fact, when using validation\n[…]\nay, this fixes a bunch of weird behavior:\n- swapchain creation failing\n- the application hanging on a present\n- the infamous \"assertion failed!\" wine warning\n- segmentation faults in the NVIDIA driver",
          "is_bot": false,
          "headline": "fix: layer: clean up layer info",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T19:23:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d2ed649c9841adbc50d4d2d92c6d922060810a1",
          "body": "for some reason one the Steam Deck pixels don't quite mean pixels",
          "is_bot": false,
          "headline": "fix: ui: let the layout decide group height",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T05:23:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1975f2f64ff3381c84a9460f4ad712d1794bacca",
          "body": "I should sleep",
          "is_bot": false,
          "headline": "fix: remove leftover stderr",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T04:17:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "991056abc175eaa35455b2dbf6572677b85d7877",
          "body": "the string in the profile needs to be the end of the identified string, not the other way around",
          "is_bot": false,
          "headline": "fix: fix order of partial match",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T04:00:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a13914b55e7ce71f5522513fde277a2affb5a1f",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add docs to main repository",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3019dd7143996da6ca04b36b480e62f3fdfb157",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): declare as string, not bool",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35603aa1ad67636177776df24747691400b85c2d",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix detection logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ba851ba08ad10ef35f1392ad330ea937562e2e4",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): ui backwards compat fixes",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b57e364fab6ac51b42d7b4c0c871bdd52fae5205",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): correct intendation of default config",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cba898adedd3fa98e739b0d1919e2065027aee8",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix active_in model",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff97eca240fb8862aef161513d4180b936f1ba1c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): update README.md",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8871441d5de6c43877f0bf89b74d59497eb11ae",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): custom cli (including benchmark) & fixup",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46d51207500b6b2d5dd538511aafb9219c2fe4c1",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): version bump & release workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "884ff2754bb0322fb7a26025339248bff54961bd",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix exe detection",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3caaf0dea6ea4742b32803edb109a6b78f48f0b3",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): update issue templates",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78bcb05fcee0dea4f86b9e970fdf5b21d9d76b77",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): license identifiers",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2ce4856bd04d08a6b68eaf3fcc880abc590435c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): workflows & flatpaks",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70dea45251e06bfd3a209d9bd0d720ba5a887048",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): be nicer on older compilers",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e129aaf8de1e52cfc5cffb157c65a02072bf817",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add installation logic to buildscript",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e053d3dcab8434fd0d1b7fbba6ee62b11f4d79f2",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): do not allow empty profiles/games",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec37172b8308b6884aab8e24d4a9f067d01e36bd",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add ui icon",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "569302dffe3981e9af0aad2ecd4c5388f5554423",
          "body": "we don't need it anymore",
          "is_bot": false,
          "headline": "refactor(cleanup): remove process picker",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98c1e8587d0af66c68fc447114cada7396caaab4",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add active_in dialog",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fa79b7b947e6fc3223dd7e564f19cf6f071f96a",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fill gpu model & fix layout widths",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73a34a0a27eb0ff20403426e243a4cb07f298c43",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): automatically reload configuration",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51c39c6a1c46ac09806922a4c3129f3d1253b408",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): write configuration serializer",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08f7c77fd2c341ce946f1371dec23a3d6ad98288",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): enable profile creation/deletion through ui",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "effd469b5ed95b39a9062bddafdf75a7bb2523ce",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): synchronize configuration state with ui",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f4b0cc5db14299505119201eadcae685f2f27f0",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): make configuration a common objet",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7bfccd7c1aac99bad952e4b69ac00803edd624b",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): rename namespaces and handle errors more robustly",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e685e07946736c349b01b701787da8b453d342c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): begin ui rewrite in qt",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1201b416d202618b4f2a5e3c91fa31bbdc08ed15",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): introduce a pipeline cache",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d36f9e7e50abc6edd702b44c7579f64a27c90970",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): optimize VRAM amount a slight bit",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "350d843223ed82411271887c0d447f3c6a5ce63c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): remove format and memory model dependency",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e65c9881fec89a252082ff6a549c3b80877e771",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): reuse command buffers and semaphores",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55c5c903af02086b4cb3ffed39c45edac4294457",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): submit a single barrier",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40b44bbc7a710b4f876aa3d4bc41764b6b5418b1",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): hide out of date errors",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0176718bc00f75c378f26c0d17c0aa919784ab0",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): prevent wayland wsi early reuse",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a354150cbad61efde4ec0533e6a533489e687011",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix a memory leak & optimize reuse",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df6367cf2ef1c0435dd0fab1d1e5e94398ff5932",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): dynamically allocate descriptor pool sizes",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0fac3e5a9596a0ad313210a3b6cbfa324766bcb",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): implement basic/none frame pacing",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e936784abef19c9342358e836796b4080e00df4",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): initial swapchain logic & temporary backend creation",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ba80142b28767394b70d386c37b393128572f8e",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): global cleanup",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "883f3d2556a9488a73d620f1771826bad996080d",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): backend initialization logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bd907516ab0c75fd69ffe4b1901eeeba0a2433b",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): deinitialization logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f5f8edbddeeb31c262217314f228506c1b79f03",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): support device loader function in backend",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf1d8a8a0996363a269a62e241b9f35a6208c6ed",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): pass vulkan instance to layer",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b387b2b370e1ade74c594aee6f5f6863690e829",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): remove global constructors and initialize vk funcs",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bc7555744e720130ef8c09ecd5eb199e8a25ea5",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): remove cast function",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f2f267e4d041ca91dc2ac4c0ac0e62239f60e73",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix string lifetimes",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83c3ce68b0c7f70b0ed293dc09dac9b2161f9da8",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): proper device picker",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5fa3ddc8e3b3a3a753db2975d9c0cdb9e618d1f0",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): new config system",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69a97675514dd7f27593f74a4423b2cf883ce880",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): non-wrapped error constructor",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8888a2caf2a18084444af6b327451636041c125",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): base of new layer",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b70b4032977908010605dcd50a116593c87e69ef",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): try to open libvulkan.so as well",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d6fee39ddd087f38e4709e51c35ef7bb4bc15ace",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): do not link Vulkan",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "019dd214c7d4c47a085cb2dc2dd912db01d6665c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix shaders",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "690c166f7ed601ce4d3bc72e79e98e28947b652a",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix new error type",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3536b08953b5ab6dd0669ecf3202a1e11a3937b",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): rewrite main pass in new abstraction",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3d6cdfc2884c824543cd238d440ac7064bf0b30",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): rewrite pre-pass in new abstraction",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ca9bc5de99e9d96e9d12b1538c3f6993657aa3c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): add primitive debug tool",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96ae2c760ca971360a701008de46203f3282ae4f",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): main backend context & instance logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67ba28148b53250e22de7eec4fdc43caae98f775",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): shader/descriptor set helper",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92a0d51d6c13af33427c112d192fa67a502d3fa1",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): support external timeline semaphores",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3fc830ad0c59bce7eaee02c3cecef42abece315a",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): fix pointer implementation",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18b01050eba5d164385ce8a79724be42c48c8a61",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): expand vulkan abstraction",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3879dd9b3d1cf7c8c4eed12548b0b15aea7bddc8",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): refactor dll & shader extraction logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bedd8dd3e1b23026671f5a9dd8591fe7baf7da6",
          "body": null,
          "is_bot": false,
          "headline": "refactor(cleanup): refactor core vulkan abstractions",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-12-25T03:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff1a0f72a7d6d08b84d58b7b4dc5f05c9f904f98",
          "body": "fixes #236",
          "is_bot": false,
          "headline": "fix issue templates",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-11-07T17:16:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62f814999f754907570c7c55be74493f0ff5e0c7",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpak): add support for 25.08",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-10-06T15:16:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0048283a8a35e6c2f30043983bdb4ea51fac1b3e",
          "body": null,
          "is_bot": false,
          "headline": "fix: hide unload message if never loaded",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T11:01:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b87a0c71b2a93975e32ec023ad0335538a1a45d",
          "body": null,
          "is_bot": false,
          "headline": "workflows: better manual dispatch",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T10:51:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "714326ce11858dd28c00b0c958751e974c5ee3b4",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): fix workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:53:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a22ad810562b26175b9f7df1161aff5b6fdbeeac",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): add manually triggered workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45ae660e78b77c12b047d6e4a237255ce37428e8",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): force version number in release workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a2fa943c4479c1c17b31f3e7a76d5136f04c319",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): also update packages",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4260f29bc640ff30d30d2a1d540c02e8a3eebe4e",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): update packaging logic",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfd8d0b8e5f5757653672bb7c9ec9fc5f6fc98dd",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): enhance main build workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ab4f2ef5615da0bfd6bf38087cb4a9d6e7f0b94",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): remove version information from most files",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60d4e10c5c9347b6789c255679fa0421652fe09b",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): update release flatpak workflow",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68c10561deadd025964b2062d890145e80f54ade",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): add metainfo file for main application",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccd4d92a3e665e6d1bb5ae9f03e86edd0ad2766b",
          "body": null,
          "is_bot": false,
          "headline": "enhancement(flatpakui): update action branch and cache",
          "author_name": "PancakeTAS",
          "author_login": "PancakeTAS",
          "committed_at": "2025-08-29T09:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 3,
      "commits_last_year": 149,
      "latest_release_at": "2026-06-28T07:01:03Z",
      "latest_release_tag": "v2.0.0-dev",
      "releases_from_tags": false,
      "days_since_last_push": 27,
      "active_weeks_last_year": 21,
      "days_since_latest_release": 27,
      "mean_days_between_releases": 168.3
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 57,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 125,
      "stars": 4595,
      "watchers": 61,
      "fork_history": {
        "days": [
          {
            "date": "2025-07-04",
            "count": 4
          },
          {
            "date": "2025-07-05",
            "count": 3
          },
          {
            "date": "2025-07-06",
            "count": 2
          },
          {
            "date": "2025-07-07",
            "count": 1
          },
          {
            "date": "2025-07-08",
            "count": 4
          },
          {
            "date": "2025-07-09",
            "count": 2
          },
          {
            "date": "2025-07-10",
            "count": 1
          },
          {
            "date": "2025-07-11",
            "count": 5
          },
          {
            "date": "2025-07-13",
            "count": 3
          },
          {
            "date": "2025-07-14",
            "count": 2
          },
          {
            "date": "2025-07-15",
            "count": 3
          },
          {
            "date": "2025-07-16",
            "count": 2
          },
          {
            "date": "2025-07-19",
            "count": 2
          },
          {
            "date": "2025-07-24",
            "count": 2
          },
          {
            "date": "2025-07-25",
            "count": 1
          },
          {
            "date": "2025-07-26",
            "count": 3
          },
          {
            "date": "2025-07-28",
            "count": 2
          },
          {
            "date": "2025-07-29",
            "count": 1
          },
          {
            "date": "2025-07-30",
            "count": 1
          },
          {
            "date": "2025-07-31",
            "count": 1
          },
          {
            "date": "2025-08-01",
            "count": 1
          },
          {
            "date": "2025-08-02",
            "count": 2
          },
          {
            "date": "2025-08-03",
            "count": 1
          },
          {
            "date": "2025-08-09",
            "count": 1
          },
          {
            "date": "2025-08-14",
            "count": 1
          },
          {
            "date": "2025-08-16",
            "count": 1
          },
          {
            "date": "2025-08-19",
            "count": 1
          },
          {
            "date": "2025-08-31",
            "count": 1
          },
          {
            "date": "2025-09-07",
            "count": 1
          },
          {
            "date": "2025-09-09",
            "count": 1
          },
          {
            "date": "2025-09-13",
            "count": 1
          },
          {
            "date": "2025-09-17",
            "count": 1
          },
          {
            "date": "2025-09-27",
            "count": 1
          },
          {
            "date": "2025-10-04",
            "count": 1
          },
          {
            "date": "2025-10-06",
            "count": 1
          },
          {
            "date": "2025-10-07",
            "count": 1
          },
          {
            "date": "2025-10-09",
            "count": 1
          },
          {
            "date": "2025-10-21",
            "count": 1
          },
          {
            "date": "2025-10-26",
            "count": 2
          },
          {
            "date": "2025-11-02",
            "count": 2
          },
          {
            "date": "2025-11-04",
            "count": 1
          },
          {
            "date": "2025-11-07",
            "count": 1
          },
          {
            "date": "2025-11-08",
            "count": 1
          },
          {
            "date": "2025-11-16",
            "count": 1
          },
          {
            "date": "2025-11-27",
            "count": 1
          },
          {
            "date": "2025-11-30",
            "count": 1
          },
          {
            "date": "2025-12-14",
            "count": 1
          },
          {
            "date": "2025-12-24",
            "count": 1
          },
          {
            "date": "2026-01-01",
            "count": 1
          },
          {
            "date": "2026-01-04",
            "count": 1
          },
          {
            "date": "2026-01-10",
            "count": 1
          },
          {
            "date": "2026-01-13",
            "count": 1
          },
          {
            "date": "2026-01-16",
            "count": 1
          },
          {
            "date": "2026-01-18",
            "count": 1
          },
          {
            "date": "2026-01-22",
            "count": 1
          },
          {
            "date": "2026-01-30",
            "count": 1
          },
          {
            "date": "2026-02-05",
            "count": 2
          },
          {
            "date": "2026-02-14",
            "count": 1
          },
          {
            "date": "2026-02-18",
            "count": 1
          },
          {
            "date": "2026-02-25",
            "count": 1
          },
          {
            "date": "2026-03-11",
            "count": 1
          },
          {
            "date": "2026-03-25",
            "count": 1
          },
          {
            "date": "2026-04-03",
            "count": 1
          },
          {
            "date": "2026-04-05",
            "count": 1
          },
          {
            "date": "2026-04-09",
            "count": 1
          },
          {
            "date": "2026-04-12",
            "count": 1
          },
          {
            "date": "2026-04-19",
            "count": 1
          },
          {
            "date": "2026-04-21",
            "count": 1
          },
          {
            "date": "2026-04-28",
            "count": 2
          },
          {
            "date": "2026-04-30",
            "count": 1
          },
          {
            "date": "2026-05-01",
            "count": 1
          },
          {
            "date": "2026-05-09",
            "count": 1
          },
          {
            "date": "2026-05-13",
            "count": 2
          },
          {
            "date": "2026-05-15",
            "count": 1
          },
          {
            "date": "2026-05-16",
            "count": 1
          },
          {
            "date": "2026-05-18",
            "count": 1
          },
          {
            "date": "2026-05-19",
            "count": 1
          },
          {
            "date": "2026-05-21",
            "count": 1
          },
          {
            "date": "2026-05-23",
            "count": 1
          },
          {
            "date": "2026-05-24",
            "count": 1
          },
          {
            "date": "2026-05-27",
            "count": 1
          },
          {
            "date": "2026-05-31",
            "count": 1
          },
          {
            "date": "2026-06-21",
            "count": 1
          },
          {
            "date": "2026-06-26",
            "count": 1
          },
          {
            "date": "2026-07-01",
            "count": 1
          },
          {
            "date": "2026-07-04",
            "count": 3
          },
          {
            "date": "2026-07-05",
            "count": 1
          },
          {
            "date": "2026-07-06",
            "count": 1
          },
          {
            "date": "2026-07-12",
            "count": 1
          },
          {
            "date": "2026-07-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 123,
        "total_forks": 125
      },
      "star_history": null,
      "open_issues_and_prs": 16
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 485931,
      "source_files_sampled": 81,
      "oversized_source_files": 1,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 2,
        "merged_prs": 27,
        "open_issues": 14,
        "closed_ratio": 0.774,
        "closed_issues": 48,
        "closed_unmerged_prs": 22
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "PancakeTAS",
          "commits": 391,
          "avatar_url": "https://avatars.githubusercontent.com/u/78265483?v=4"
        },
        {
          "type": "User",
          "login": "Rerence1016",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/197455449?v=4"
        },
        {
          "type": "User",
          "login": "Samueru-sama",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/36420837?v=4"
        },
        {
          "type": "User",
          "login": "burrbull",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/3072754?v=4"
        },
        {
          "type": "User",
          "login": "Caliel666",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/38433434?v=4"
        },
        {
          "type": "User",
          "login": "garyttierney",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/1180094?v=4"
        },
        {
          "type": "User",
          "login": "strokesws",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/5131379?v=4"
        },
        {
          "type": "User",
          "login": "pabloaul",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/35423980?v=4"
        },
        {
          "type": "User",
          "login": "Twig6943",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/119701717?v=4"
        },
        {
          "type": "User",
          "login": "WillyJL",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/49810075?v=4"
        }
      ],
      "contributors_sampled": 11,
      "top_contributor_share": 0.963
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": false,
      "ci_workflows": [
        "ci.yml",
        "flatpak.yml",
        "manual.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "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": null,
            "reason": "internal error: error during GetBranch(release): error during branchesHandler.query: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 2/23 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": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 5,
            "reason": "2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "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": "8b0da2661c6f3473a7fccc8ba643880050e71642",
        "ran_at": "2026-07-26T05:35:46Z",
        "aggregate_score": 3.5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-14T11:11:50Z",
      "oldest_open_prs": [
        {
          "number": 504,
          "created_at": "2026-04-25T23:57:26Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 523,
          "created_at": "2026-05-19T18:56:09Z",
          "last_comment_at": "2026-05-31T20:04:42Z",
          "last_comment_author": "FeltMacaroon389"
        }
      ],
      "last_merged_pr_at": "2026-02-05T20:24:18Z",
      "ci_last_conclusion": "SKIPPED",
      "oldest_open_issues": [
        {
          "number": 14,
          "created_at": "2025-07-06T02:15:39Z",
          "last_comment_at": "2025-08-06T08:28:40Z",
          "last_comment_author": "gangoogle"
        },
        {
          "number": 80,
          "created_at": "2025-07-14T00:40:48Z",
          "last_comment_at": "2026-05-09T16:10:15Z",
          "last_comment_author": "PancakeTAS"
        },
        {
          "number": 95,
          "created_at": "2025-07-16T23:00:50Z",
          "last_comment_at": "2025-07-24T06:00:27Z",
          "last_comment_author": "VigneshR387"
        },
        {
          "number": 122,
          "created_at": "2025-07-22T15:20:33Z",
          "last_comment_at": "2026-01-12T07:51:17Z",
          "last_comment_author": "rimaille"
        },
        {
          "number": 159,
          "created_at": "2025-07-30T19:59:53Z",
          "last_comment_at": "2026-07-14T11:11:40Z",
          "last_comment_author": "Yuns92"
        },
        {
          "number": 166,
          "created_at": "2025-08-01T15:59:17Z",
          "last_comment_at": "2025-12-09T02:01:46Z",
          "last_comment_author": "sammiedez"
        },
        {
          "number": 230,
          "created_at": "2025-10-18T09:34:17Z",
          "last_comment_at": "2026-04-01T01:45:03Z",
          "last_comment_author": "Veskomenas"
        },
        {
          "number": 231,
          "created_at": "2025-10-19T19:24:33Z",
          "last_comment_at": "2026-01-25T04:07:59Z",
          "last_comment_author": "joepaji"
        },
        {
          "number": 234,
          "created_at": "2025-11-01T18:20:55Z",
          "last_comment_at": "2025-11-19T19:01:44Z",
          "last_comment_author": "PancakeTAS"
        },
        {
          "number": 266,
          "created_at": "2026-01-03T16:56:13Z",
          "last_comment_at": "2026-04-08T10:46:25Z",
          "last_comment_author": "Cainam-git"
        },
        {
          "number": 458,
          "created_at": "2026-02-05T00:56:42Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 464,
          "created_at": "2026-02-11T18:51:04Z",
          "last_comment_at": "2026-02-23T20:40:36Z",
          "last_comment_author": "SjoerdV"
        },
        {
          "number": 483,
          "created_at": "2026-03-11T02:40:36Z",
          "last_comment_at": "2026-03-28T21:36:07Z",
          "last_comment_author": "PancakeTAS"
        },
        {
          "number": 526,
          "created_at": "2026-05-21T21:32:38Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/PancakeTAS/lsfg-vk",
    "host": "github.com",
    "name": "lsfg-vk",
    "owner": "PancakeTAS"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 56,
      "inputs": {
        "security": 35,
        "vitality": 70,
        "community": 70,
        "governance": 47,
        "engineering": 54
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 70,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "commits_last_year": 149,
              "human_commit_share": 1,
              "days_since_last_push": 27,
              "active_weeks_last_year": 21
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 27 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 27
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "21/52 weeks with commits",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 21
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "149 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 149
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "releases_count": 3,
              "latest_release_tag": "v2.0.0-dev",
              "releases_from_tags": false,
              "days_since_latest_release": 27,
              "mean_days_between_releases": 168.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "3 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 27 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 27
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~168.3 days",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 168.3
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 27,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 27 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 27
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 70,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "forks": 125,
              "stars": 4595,
              "watchers": 61,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "4,595 stars",
                "points": 59.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 4595
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "125 forks",
                "points": 17.4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 125
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "61 watchers",
                "points": 9.9,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 61
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (GPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "GPL-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": 47,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 26,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 11,
              "top_contributor_share": 0.963
            },
            "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 96% of commits",
                "points": 0.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "11 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "merged_prs": 27,
              "open_issues": 14,
              "closed_issues": 48,
              "issue_closed_ratio": 0.774,
              "closed_unmerged_prs": 22
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "77% of issues closed",
                "points": 36.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 77
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "27/49 decided PRs merged",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 27,
                      "decided": 49
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/23 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "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": 62,
            "inputs": {
              "followers": 288,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "PancakeTAS",
              "public_repos": 33,
              "account_age_days": 2002
            },
            "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": "288 followers of PancakeTAS",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 288,
                      "login": "PancakeTAS"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "33 public repos, account ~5 yr old",
                "points": 22.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 33
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
                    }
                  }
                ],
                "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": 54,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "critical",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "has_ci": true,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "linux",
                "lsfg",
                "steamdeck",
                "vulkan",
                "losslessscaling",
                "frame-generation"
              ],
              "has_wiki": true,
              "homepage": "https://discord.gg/losslessscaling",
              "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://discord.gg/losslessscaling",
                "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": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": "at_risk",
        "name": "Security",
        "value": 35,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 35,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during GetBranch(release): error during branchesHandler.query: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 2/23 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": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 10
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 37,
        "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": 0.98,
              "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": "98 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 98,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 11,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 485931,
              "source_files_sampled": 81,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/81 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 81,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T05:35:59.497846Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PancakeTAS/lsfg-vk.svg",
  "full_name": "PancakeTAS/lsfg-vk",
  "license_state": "standard",
  "license_spdx": "GPL-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 v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.

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