Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 00:36 UTC

KomeiDiSanXian / remilia

Remilia - 通用聊天机器人框架

GoMIT★ 0 зірок⑂ 0 форківз черв. 2026 р.Переглянути на GitHub ↗

KomeiDiSanXian/remilia має індекс здоров’я 55 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (80/100), найнижчий — Community & Adoption (27/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

55
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.

55
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

Komei_DiSanXianОсобистий обліковий запис
11 підписників13 публічних репозиторіївз лип. 2019 р.emmmm

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/KomeiDiSanXian/remiliav1.20.1-478 днів тому

Метрики за категоріями

Життєздатність

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

80Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
18.7/36Ритм комітів — 27/52 тижнів із комітами
18/18Обсяг комітів — 559 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Використані вхідні дані
commits_last_year559
human_commit_share0,99
days_since_last_push0
active_weeks_last_year27
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 13 релізів
36/36Свіжість релізів — останній реліз 8 дн. тому
27/27Ритм релізів — реліз кожні ~2,4 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count13
latest_release_tagv1.20.1
releases_from_tagsні
days_since_latest_release8
mean_days_between_releases2,4

Спільнота та впровадження

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

27Критичний · 18% загального індексу
Як обчислюється оцінка
0/60Зірки — 0 зірок
0/25Форки — 0 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateтак

Сталість та врядування

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

42У зоні ризику · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
0/46.8Вирішення issue — немає issue або даних
12.8/38.3Прийняття PR — злито 1/3 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs1
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs2
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue. Залишкові ваги перенормовано.

Власність та опіка

48У зоні ризику
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
7.8/25Охоплення власника — 11 підписників у KomeiDiSanXian
20.3/25Послужний список — 13 публічних репозиторіїв, вік облікового запису ~6 р.
Використані вхідні дані
followers11
owner_typeUser
is_verified
owner_loginKomeiDiSanXian
public_repos13
account_age_days2 554
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 8 дн. тому
20/20Історія версій — 47 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/KomeiDiSanXian/remilia
ecosystemsgo
any_deprecatedні
min_days_since_publish8

Інженерна якість

Чи наявні базові інженерні практики та документація?

74Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 3 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .golangci.yml
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

65Помірний
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
0/10Wiki
Використані вхідні дані
topics
has_wikiні
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

50Помірний · 16% загального індексу

Стан безпеки

37У зоні ризику
Як обчислюється оцінка
6/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
0/5SAST — no SAST tool detected
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
0/7.5Vulnerabilities — 24 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3,7
Виключено з оцінювання (немає даних або не застосовно): ci_tests. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories25
affected_packages23
assessed_packages592
unassessed_packages0
affected_by_severitycritical 1, high 2, moderate 1, unknown 19
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 592 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

66Помірний · 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 94 з 99 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,949
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .golangci.yml
11/11Статична перевірка типів — dashboard/tsconfig.json, desktop/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
8/8Автоматизоване супроводження — 1 з останніх 100 комітів — автоматичні оновлення залежностей
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Використані вхідні дані
has_nixні
has_testsтак
lockfilesCargo.lock, go.sum, package-lock.json
has_dockerfileтак
typed_languageтак
bootstrap_filesMakefile
has_devcontainerні
has_linter_configтак
typecheck_configsdashboard/tsconfig.json, desktop/tsconfig.json
agent_commit_share0
toolchain_manifestscmd/bot/go.mod, desktop/src-tauri/Cargo.toml, examples/httpclient-demo/go.mod, examples/showcase/wasm/go.mod, go.mod, plugin/wasm/testdata/go.mod, plugin/wasm/testdata/tinygoplugin/go.mod
dependency_bot_commit_share0,01
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
55/55Керовані розміри файлів — 0/698 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes42 806
source_files_sampled698
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files

Ключові факти

0зірок GitHub
1контриб'юторів
559комітів за останні 12 місяців
0днів від останнього пушу
13релізів
1бас-фактор
0відкритих issue
Go, npmпакетних екосистем

Докладніше

OpenSSF Scorecard 3.7 / 10
3.7сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-26 00:36 UTC

8Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTno SAST tool detected
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
0Vulnerabilities24 existing vulnerabilities detected
Прямі залежності 33
РеєстрПакетОбмеження версіїМаніфест
npmreact^19.2.7dashboard/package.json
npmreact-dom^19.2.7dashboard/package.json
npm@tauri-apps/api^2desktop/package.json
npm@tauri-apps/plugin-shell^2desktop/package.json
npmreact^19desktop/package.json
npmreact-dom^19desktop/package.json
Gogithub.com/bwmarrin/discordgov0.29.0go.mod
Gogithub.com/fogleman/ggv1.3.0go.mod
Gogithub.com/fsnotify/fsnotifyv1.10.1go.mod
Gogithub.com/glebarez/sqlitev1.11.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/gorilla/websocketv1.5.3go.mod
Gogithub.com/hashicorp/golang-lru/v2v2.0.7go.mod
Gogithub.com/lithammer/fuzzysearchv1.1.8go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/robfig/cron/v3v3.0.1go.mod
Gogithub.com/rs/zerologv1.35.1go.mod
Gogithub.com/shirou/gopsutil/v3v3.24.5go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/syndtr/goleveldbv1.0.0go.mod
Gogithub.com/tetratelabs/wazerov1.12.0go.mod
Gogithub.com/tidwall/gjsonv1.19.0go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogolang.org/x/imagev0.44.0go.mod
Gogolang.org/x/netv0.57.0go.mod
Gogolang.org/x/sysv0.47.0go.mod
Gogolang.org/x/termv0.45.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gogorm.io/gormv1.31.2go.mod
Усі залежності 592

Повний розв'язаний набір залежностей із графа залежностей GitHub: 34 прямих і 558 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Gogithub.com/bwmarrin/discordgov0.29.0пряма
Gogithub.com/fogleman/ggv1.3.0пряма
Gogithub.com/fsnotify/fsnotifyv1.10.1пряма
Gogithub.com/glebarez/sqlitev1.11.0пряма
Gogithub.com/google/uuidv1.6.0пряма
Gogithub.com/gorilla/websocketv1.5.3пряма
Gogithub.com/hashicorp/golang-lru/v2v2.0.7пряма
Gogithub.com/lithammer/fuzzysearchv1.1.8пряма
Gogithub.com/prometheus/client_golangv1.23.2пряма
Gogithub.com/robfig/cron/v3v3.0.1пряма
Gogithub.com/rs/zerologv1.35.1пряма
Gogithub.com/shirou/gopsutil/v3v3.24.5пряма
Gogithub.com/stretchr/testifyv1.11.1пряма
Gogithub.com/syndtr/goleveldbv1.0.0пряма
Gogithub.com/tetratelabs/wazerov1.12.0пряма
Gogithub.com/tidwall/gjsonv1.19.0пряма
Gogo.opentelemetry.io/otelv1.44.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0пряма
Gogo.opentelemetry.io/otel/sdkv1.44.0пряма
Gogo.opentelemetry.io/otel/tracev1.44.0пряма
Gogolang.org/x/imagev0.43.0пряма
Gogolang.org/x/netv0.56.0пряма
Gogolang.org/x/netv0.57.0пряма
Gogolang.org/x/sysv0.46.0пряма
Gogolang.org/x/sysv0.47.0пряма
Gogolang.org/x/termv0.44.0пряма
Gogolang.org/x/termv0.45.0пряма
Gogolang.org/x/timev0.15.0пряма
Gogopkg.in/yaml.v3v3.0.1пряма
Gogorm.io/gormv1.31.1пряма
npm@tauri-apps/api2.11.1пряма
npm@tauri-apps/plugin-shell2.3.5пряма
npmreact19.2.7пряма
npmreact-dom19.2.7пряма
crates.ioadler22.0.1непряма
crates.ioaho-corasick1.1.4непряма
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crates.iozerofrom-derive0.1.7непряма
crates.iozerotrie0.2.4непряма
crates.iozerovec0.11.6непряма
crates.iozerovec-derive0.11.3непряма
crates.iozmij1.0.21непряма
Gogithub.com/beorn7/perksv1.0.1непряма
Gogithub.com/cenkalti/backoff/v5v5.0.3непряма
Gogithub.com/cespare/xxhash/v2v2.3.0непряма
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccнепряма
Gogithub.com/dustin/go-humanizev1.0.1непряма
Gogithub.com/glebarez/go-sqlitev1.21.2непряма
Gogithub.com/go-logr/logrv1.4.3непряма
Gogithub.com/go-logr/stdrv1.2.2непряма
Gogithub.com/go-ole/go-olev1.3.0непряма
Gogithub.com/golang/freetypev0.0.0-20170609003504-e2365dfdc4a0непряма
Gogithub.com/golang/snappyv1.0.0непряма
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.29.0непряма
Gogithub.com/jinzhu/inflectionv1.0.0непряма
Gogithub.com/jinzhu/nowv1.1.5непряма
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Gogithub.com/lufia/plan9statsv0.0.0-20260330125221-c963978e514eнепряма
Gogithub.com/mattn/go-colorablev0.1.14непряма
Gogithub.com/mattn/go-isattyv0.0.22непряма
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Gogithub.com/shoenig/go-m1cpuv0.2.1непряма
Gogithub.com/tidwall/matchv1.2.0непряма
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Gogithub.com/tklauser/go-sysconfv0.4.0непряма
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Gogo.opentelemetry.io/auto/sdkv1.2.1непряма
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Gogo.opentelemetry.io/otel/metricv1.44.0непряма
Gogo.opentelemetry.io/proto/otlpv1.10.0непряма
Gogo.yaml.in/yaml/v2v2.4.4непряма
Gogolang.org/x/cryptov0.53.0непряма
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Gomodernc.org/libcv1.22.5непряма
Gomodernc.org/mathutilv1.5.0непряма
Gomodernc.org/memoryv1.5.0непряма
Gomodernc.org/sqlitev1.23.1непряма
npm@emnapi/core1.10.0непряма
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npm@oxc-project/types0.133.0непряма
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Сповіщення про залежності 23

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 592 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 23 мають відомі сповіщення, з них 0 прямі.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
google.golang.org/grpcv1.81.1непрямакритична11.82.1
postcss8.5.15непрямависока18.5.18
quick-xml0.39.4непрямависока20.41.0
glib0.18.5непрямапомірна20.20.0
anyhow1.0.102непряманевідома11.0.103
atk0.18.2непряманевідома1
atk-sys0.18.2непряманевідома1
gdk0.18.2непряманевідома1
gdk-sys0.18.2непряманевідома1
gdkwayland-sys0.18.2непряманевідома1
gdkx110.18.2непряманевідома1
gdkx11-sys0.18.2непряманевідома1
golang.org/x/cryptov0.53.0непряманевідома1
golang.org/x/textv0.38.0непряманевідома10.39.0
gtk0.18.2непряманевідома1
gtk-sys0.18.2непряманевідома1
gtk3-macros0.18.2непряманевідома1
proc-macro-error1.0.4непряманевідома1
unic-char-property0.9.0непряманевідома1
unic-char-range0.9.0непряманевідома1
unic-common0.9.0непряманевідома1
unic-ucd-ident0.9.0непряманевідома1
unic-ucd-version0.9.0непряманевідома1

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 70277,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Go": 4665806,
        "CSS": 25422,
        "HTML": 677,
        "Rust": 9034,
        "Makefile": 4260,
        "Dockerfile": 710,
        "TypeScript": 102887
      },
      "pushed_at": "2026-07-25T02:59:55Z",
      "created_at": "2026-06-21T08:43:34Z",
      "owner_type": "User",
      "updated_at": "2026-07-17T14:02:27Z",
      "description": "Remilia - 通用聊天机器人框架",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": "i dont have itQAQ",
      "name": "Komei_DiSanXian",
      "type": "User",
      "login": "KomeiDiSanXian",
      "company": "emmmm",
      "location": "Solar system",
      "followers": 11,
      "avatar_url": "https://avatars.githubusercontent.com/u/53388791?v=4",
      "created_at": "2019-07-28T04:32:12Z",
      "is_verified": null,
      "public_repos": 13,
      "account_age_days": 2554
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.20.1",
          "kind": "patch",
          "published_at": "2026-07-17T05:15:27Z"
        },
        {
          "tag": "v1.20.0",
          "kind": "minor",
          "published_at": "2026-06-30T04:07:27Z"
        },
        {
          "tag": "v1.19.0",
          "kind": "minor",
          "published_at": "2026-06-30T03:02:25Z"
        },
        {
          "tag": "v1.18.0",
          "kind": "minor",
          "published_at": "2026-06-29T16:40:21Z"
        },
        {
          "tag": "v1.17.1",
          "kind": "patch",
          "published_at": "2026-06-29T09:20:41Z"
        },
        {
          "tag": "v1.17.0",
          "kind": "minor",
          "published_at": "2026-06-29T09:20:14Z"
        },
        {
          "tag": "v1.16.0",
          "kind": "minor",
          "published_at": "2026-06-25T13:25:00Z"
        },
        {
          "tag": "v1.15.1",
          "kind": "patch",
          "published_at": "2026-06-25T10:28:24Z"
        },
        {
          "tag": "v1.15.0",
          "kind": "minor",
          "published_at": "2026-06-25T09:44:39Z"
        },
        {
          "tag": "v1.14.1",
          "kind": "patch",
          "published_at": "2026-06-25T07:39:17Z"
        },
        {
          "tag": "v1.14.0",
          "kind": "minor",
          "published_at": "2026-06-25T06:34:06Z"
        },
        {
          "tag": "v1.13.0",
          "kind": "minor",
          "published_at": "2026-06-23T04:42:16Z"
        },
        {
          "tag": "v1.12.4",
          "kind": "patch",
          "published_at": "2026-06-22T09:37:20Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "402a8b45a68a37ee39cf56d2e75adadbf4369e96",
          "body": "# Conflicts:\n#\tgo.mod\n#\tgo.sum",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master'",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-07-17T05:26:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bb0cbe2258f4d4ca0f6b4433b39add036bdbde9",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependencies",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-07-17T05:24:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cfd06c25f0f7b7f395074824de02bfe111b269f",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependencies",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-07-17T05:09:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "610327169a9b0eb4f97bd2c0086c97f6a7c4f838",
          "body": "…olation\n\n- SSRF protection: DNS-level IP validation + dedicated HTTP client for attachment downloads\n- SkillRegistry: composite key (ownerID+name) prevents user skill name collisions\n- executeRealCommand: sanitize LLM-generated arguments to prevent command injection\n- ToolAllowlist config: explicit\n[…]\n after all plugin registrations complete\n- Config: validate temperature/top_p/max_retries ranges, handle json.Number type\n- Code review: fix trigger_cmd dead branch, add json.Number support in helpers",
          "is_bot": false,
          "headline": "feat: enhance AI plugin security, concurrency, and skill namespace is…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-07-17T05:01:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1e0bb153526ff2884a68a203c0209685b6b67351",
          "body": "Add TryEditMessage, TryAddReaction, TryRemoveReaction,\nTryDeleteMessage, TrySendTyping to Context.\n\nThese follow the existing Try* pattern: type-assert the platform\nSender, silently no-op if unsupported.\n\n- TryEditMessage: edit bot's sent message (MessageEditor)\n- TryAddReaction/RemoveReaction: react to current message (ReactionSender)\n- TryDeleteMessage: recall bot's own message (MessageDeleter)\n- TrySendTyping: typing indicator (TypingNotifier)\n\nBump v1.19.0 -> v1.20.0",
          "is_bot": false,
          "headline": "feat: add Context convenience methods for message operations",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-30T03:53:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1f31eb62ba04dbe9bae141acf1ef1601b53639d",
          "body": "Root cause analysis (cpu.pprof + trace.out):\n- 47.5% CPU in runtime.cgocall from modernc.org/sqlite\n- 30% in messagelog.flushLoop SQLite COMMIT (FlushFileBuffers)\n- 20% in auditlog.insertToDB (per-entry goroutine)\n- 272 goroutines created in 15s trace\n\nChanges:\n1. WAL mode + synchronous=NORMAL on al\n[…]\na single transaction\n3. messagelog: flush ticker 100ms -> 500ms\n4. PRAGMA auto_vacuum = INCREMENTAL on all DBs\n   - Clear() triggers incremental_vacuum(500) to reclaim space\n5. Bump v1.18.0 -> v1.19.0",
          "is_bot": false,
          "headline": "perf: optimize SQLite write paths to reduce /ping latency",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-30T02:47:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ca99b41a58bdc94c770d0038c749e50bf03ca3c",
          "body": "Add micro-benchmarks for two previously estimated metrics:\n\n- Future allocation: ~35 ns/op, 112 B/op, 1 alloc (was ~240 ns/op, 0 allocs)\n- Dispatcher queue injection: ~4.5 ns/op, 0 allocs (was ~500 ns/op)\n\nAlso fix BenchmarkRingBufferPush to handle wrap-around and add\nBenchmarkDispatcherQueueInjection to measure the lock+push+unlock path.",
          "is_bot": false,
          "headline": "perf: add Future allocation and Dispatcher queue injection benchmarks",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-30T02:47:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b83496cd3154e1d0005c05e2a121b9e0c23eb767",
          "body": null,
          "is_bot": false,
          "headline": "v1.18.0: fix cmd/bot plugins for async Reply API",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T16:26:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74f805d78d3c5470f7db0ab2c4a0342035279301",
          "body": "- Add ctx.SetDispatcher(e.dispatcher) to ProcessEventSync so ctx.Reply()\n  works correctly in synchronous event processing paths\n- Fix pluginctrl auto-wire tests to call WaitForDispatcher after ProcessEvent\n- Fix testbot tests to call WaitForDispatcher before sent-message assertions",
          "is_bot": false,
          "headline": "v1.18.0: fix tests for async Reply API",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T16:18:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "301536f84e24b164f076378bbc8d8acde4b393fa",
          "body": "- Add eng.WaitForDispatcher() after ProcessEvent in pluginctrl auto-wire tests\n- Add Bot.WaitForDispatcher() to testutil and call before sent-message assertions\n- Fix testbot tests to await Dispatcher completion before checking messages",
          "is_bot": false,
          "headline": "v1.18.0: fix tests for async Reply API",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T16:12:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b6e4bb2990bba6455644171cc7b60f53533262c",
          "body": "- Bump version to 1.18.0\n- Update CHANGELOG with v1.18.0 entry (OutboundDispatcher, Future, Reply changes)\n- Update README: add Send Dispatcher feature, update examples for async Reply,\n  add Future/Dispatcher performance metrics",
          "is_bot": false,
          "headline": "v1.18.0: update docs and version",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T16:12:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67309eda0262db0bde75fe58b9329911f2e94e75",
          "body": "- Bump version to 1.18.0\n- Update CHANGELOG with v1.18.0 entry (OutboundDispatcher, Future, Reply changes)\n- Update README: add Send Dispatcher feature, update examples for async Reply,\n  add Future/Dispatcher performance metrics",
          "is_bot": false,
          "headline": "v1.18.0: update docs and version",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T16:04:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e7d1560bac84d7d754cbd4fd6d20550b3772a2b",
          "body": "- Update all examples (basic-bot, command-bot, discord-bot, error-handling,\n  async-tasks, milky-bot, middleware-example, showcase, etc.)\n- Update cmd/bot plugins (anime, bilibili, css, fortune, genshin, iss,\n  minecraft, rpg/coc, rpg/dice, rpg/dnd, starrail, weather)\n- Remove unused error return values from Reply calls",
          "is_bot": false,
          "headline": "v1.18.0: migrate examples and cmd plugins to async Reply API",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T16:04:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c1b016b61db2cc3f0aaa951e5fe101ce6f57276",
          "body": "- Update all builtin plugins (ping, ai, help, welcome, cooldown, admin,\n  debug, pluginctrl, ratelimitui) to use new ctx.Reply() returning Future\n- Update middleware/auth, plugin/wasm, platform/qq/result.go\n- Remove unused error return values from Reply calls\n- Fix return statements to use nil instead of Reply error",
          "is_bot": false,
          "headline": "v1.18.0: migrate builtin plugins to async Reply API",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T16:04:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21178ded20c6fd8a96061cbce286f48a64edf9d0",
          "body": "- Add infra/future: generic Future with sync.Once, Wait/Result/IsDone/MustWait\n- Add core/engine/OutboundDispatcher: per-Chat FIFO ringbuffer, semaphore,\n  panic recover, three-phase shutdown (Close/Drain/ForceClose)\n- Add core/engine/dispatcher_test.go: 15 tests covering FIFO, backpressure,\n  concu\n[…]\nion and GetDispatcher method to Engine\n- Update Engine.Shutdown to drain Dispatcher after ExecPool\n- Add WaitForDispatcher test helper\n- Add design doc: docs/05-performance/OUTBOUND_DISPATCHER_PLAN.md",
          "is_bot": false,
          "headline": "v1.18.0: add OutboundDispatcher and async Reply",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T16:04:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "605263dda3fb643204287183ee9b821f63ed313c",
          "body": "- skill.go: check removeLocked return value in Promote (lint errcheck)\n- watcher_test.go: use assert.Eventually to wait for config to be\n  fully applied after reload callback (reload stores config AFTER\n  callbacks, causing a race in the original test)",
          "is_bot": false,
          "headline": "fix: address lint errcheck and flaky watcher test",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T09:17:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da9f6b4a4399d4504e1bb827ade71211eabda80d",
          "body": "…st context\n\nLogging now records:\n- event_type (was: type)\n- platform\n- user_id + user_name (when DisplayName differs from ID)\n- chat_id + is_group\n- request_id (from RequestID middleware, when available)\n- latency_ms\n\nMetrics remains as a lightweight Debug-only alternative.",
          "is_bot": false,
          "headline": "feat(middleware): enrich Logging with platform, user, chat, and reque…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T09:04:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2448a455996a74a33968f05047b1a68354dd9a4b",
          "body": "refactor(middleware): extract rate limit shard types to package level\n- rateLimitShard, rateLimitBucketEntry, rateLimitShards types\n- fnv1aHash, cleanupIfNeeded, getOrCreateLimiter as methods\n- Reduce RateLimitTokenBucketWithConfig from 120 to 40 lines\n- Improve Metrics godoc",
          "is_bot": false,
          "headline": "chore: bump version to v1.17.1",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T09:01:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cbfa80cf3f79b583255a2c95ccb82a0fa151cf5",
          "body": "…s godoc\n\n- Extract rateLimitShard/rateLimitBucketEntry/rateLimitShards types to package level\n- Extract fnv1aHash(), cleanupIfNeeded(), getOrCreateLimiter() as standalone methods\n- RateLimitTokenBucketWithConfig reduced from 120 to 40 lines\n- Metrics: improve godoc, note relation to Logging\n- latency latency and event_type to latency_ms for structured logging",
          "is_bot": false,
          "headline": "refactor(middleware): extract rate limit shard types, clean up Metric…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T09:01:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb2246290c3a292f0884baea64a447fe7064ee9d",
          "body": "- /ai skill add/list/remove/enable/disable/promote/info with nested command defs\n- Two-phase skill registration via core/fsm engine\n- FSM cancel event for cancel/取消 keywords\n- lifecycleCtx replaces context.Background() for proper shutdown\n- doSummary checks lifecycle status before sending error reply\n- Admin permission check for promote via RBAC\n- Nested subcommand definitions for help plugin discovery\n- Bump version to v1.17.0",
          "is_bot": false,
          "headline": "feat(ai): user skill management commands and FSM integration",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T08:57:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4d537db5865f78346074a7aa0608e25c04dd377",
          "body": "- Add OwnerID, Enabled, UsageCount fields to Skill struct\n- Refactor SkillRegistry with sync.RWMutex and byOwner index\n- Add RegisterUserSkill for user-scoped skills (u_ prefix)\n- Inject user skills per-session in processWithTools\n- buildSkillTools only injects system skills (sub-agent isolation)\n- Config: max_user_skills, max_user_skill_prompt_len",
          "is_bot": false,
          "headline": "feat(ai): skill ownership and user skill registry",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-29T08:57:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4f75fc0709dece6b055685bfd8529dd8a728ca8",
          "body": "…ugins\n\n- When trigger_cmd is set: @-bot only responds to messages matching the trigger prefix\n- When trigger_cmd is not set: @-bot excludes command messages via isCommandMessage\n- Prevents AI catch-all from stealing /ping and other commands",
          "is_bot": false,
          "headline": "fix(ai): prevent AtBot handler from conflicting with other command pl…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T13:49:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5dae018cf16081ac7422f2eee09f6d4e3b7617b",
          "body": "… for @-bot handler\n\nOnMentionedBotOrNoMentions() allows messages with no @ at all,\ncausing AI catch-all to match plain commands like /ping\nand compete with the intended handler.",
          "is_bot": false,
          "headline": "fix(ai): use OnMentionedBot() instead of OnMentionedBotOrNoMentions()…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T13:33:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96ebecff718473f2db205e018c9210dcbfa8d337",
          "body": "…orms_ReplaceAdapter",
          "is_bot": false,
          "headline": "fix: add WaitStarted before checking new adapter in TestBot_SyncPlatf…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T13:28:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c500924a155b5bbee4460c8937ce42c29958b996",
          "body": "- 12 plugins, 22 registration points in cmd/bot/plugins\n- weather, starrail, minecraft, genshin, fortune, css, anime, bilibili, iss\n- rpg/dnd, rpg/dice, rpg/coc",
          "is_bot": false,
          "headline": "chore: add OnMentionedBotOrNoMentions to cmd/bot plugins",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T13:09:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0aede326ccd4e8ea523456ba5ec6bde66332bd2",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.16.0",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T13:03:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa0c00cb0de79fd2028862334f285d800274fa66",
          "body": "… table\n\n- Remove encoding/json import and JSON serialization\n- Add MessageMention model (EventID, MentionID, DisplayName, IsBot, IsSelf)\n- flushLoop writes message_mentions in same transaction as messages\n- loadMentions() bulk-loads mentions by EventID for DB queries\n- Clear() now also cleans up mentions referencing deleted events",
          "is_bot": false,
          "headline": "perf(messagelog): replace JSON mentions with dedicated MessageMention…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T13:01:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8396ede5d7375929e9d371a46bcfb6212db286b",
          "body": "- Add Mentions []platform.UserInfo field to RecordEntry\n- Add Mentions string (JSON) column to MessageRecord GORM model\n- Extract mentions via platform.GetMentions() in eventToEntry\n- JSON serialize/deserialize in recordToModel/modelToEntry",
          "is_bot": false,
          "headline": "feat(messagelog): persist mentions data to SQLite",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T12:56:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6e06e612203db8383e6dc267ff5c97e1e2b64bc",
          "body": "- Add OnMentionedBotOrNoMentions() rule to ping, help, admin (6 commands),\n  pluginctrl (12 commands), autoresponder, customcommands (2 registrations),\n  debug, logviewer, ratelimitui\n- Prevents commands from responding when @-mentioning others but not the bot\n- Listener plugins (messagelog, auditlog, antispam, etc.) are not affected",
          "is_bot": false,
          "headline": "feat: add OnMentionedBotOrNoMentions gate to all command plugins",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T12:54:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4c32fb0f276bff46ec5588f701e812561ce1aff",
          "body": "…UP_MESSAGE_CREATE",
          "is_bot": false,
          "headline": "fix(qq): strip <@id> from content and implement MentionsEvent for GRO…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T12:11:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9edb7c64f987ac1c3cf3abc92705cd911b2ad10f",
          "body": "…group messages",
          "is_bot": false,
          "headline": "fix(qq): use author.username as DisplayName instead of author.id for …",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T12:03:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f88528d37666880307bbf11b73808d210d1991d",
          "body": "…MOVE event support",
          "is_bot": false,
          "headline": "feat(qq): add GROUP_MESSAGE_CREATE, GROUP_MEMBER_ADD, GROUP_MEMBER_RE…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T11:51:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f163ce8a68876b63117843623ec1938fee0edf99",
          "body": "The mock adapter's Start() runs in a separate goroutine, so\nIsRunning() could return false before the goroutine sets\nm.started. Replaced time.Sleep with WaitStarted() using\na closed channel for deterministic synchronization.",
          "is_bot": false,
          "headline": "fix: use channel synchronization in SyncPlatforms test mock",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T11:20:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "040516fec5530ab4c46c51928b0ab83eeffa0531",
          "body": "…nflicts",
          "is_bot": false,
          "headline": "ci: limit test parallelism (-p 4) to prevent intermittent port/CPU co…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T11:18:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db59c3b1eb3db67d69f5e5f792f0ee9bfac8f3d2",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.15.1",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T10:14:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89371766dd115cff683fe027ea8a5098887eae4c",
          "body": "- Guard all middleware UpdateConfig calls with change detection\n  (retry, dedup, degradation) to avoid unnecessary work when their\n  fields haven't changed\n- Guard pprof.UpdateConfig against repeated calls with same values\n- Guard logger.SetTimeFormat/SetLevel against repeated calls\n- Fix lastBotCfg data race in platform subscriber with mutex\n- Improve SetSamplingRate warning message",
          "is_bot": false,
          "headline": "fix: prevent unnecessary side effects on unrelated config changes",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T10:09:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9ffbe295adadd0276211d9191db71309ceaad2a",
          "body": "Previously every unrelated config change triggered SetSamplingRate\nwhich printed a warning in fixed-sampling mode even though the sampling\nrate value hadn't changed.",
          "is_bot": false,
          "headline": "fix: only warn about fixed sampling rate when value actually changes",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T10:01:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2449613420e634817a55d4dc231cb9f5836cdc0",
          "body": "Only re-initialize logger when log.format/console/file/file_path\nactually change. Previously every config change triggered logger.Init\nwhich closed and reopened log files unnecessarily.",
          "is_bot": false,
          "headline": "fix: skip logger.Init on unrelated config changes",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T09:59:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d19c8a167b0b4cde32d3643abbbfca61cbeff9cc",
          "body": "Previously every config change (e.g. log.level) triggered\nbuildDesiredAdapters + SyncPlatforms, which stopped and\nrestarted all adapters despite identical config, causing\nunnecessary connection drops.",
          "is_bot": false,
          "headline": "fix: only trigger platform hot-swap when bot.* config actually changes",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T09:58:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88943d659e43035cadcbb54d0178e941b8146695",
          "body": null,
          "is_bot": false,
          "headline": "docs: update CHANGELOG for v1.14.1 and v1.15.0",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T09:30:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bdbe03c476d6844a8c3db732cc064bffe1df266",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.15.0",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T09:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62ca9e7f6120d32c7c6a5fb3bad3ca3569b7cdbe",
          "body": "- Bot.SyncPlatforms: 5 tests covering add/remove/replace/nil/noregistry\n- AdaptiveSampler: 6 tests for SetBaseSamplingRate, AdjustSamplingRate\n- Bridge: extended tests for degradation, middleware config snapshot, log\n- Degradation: UpdateConfig tests for MonitorInterval and Strategy\n- Telemetry: Set\n[…]\ns with zerolog state cleanup\n- Pprof: dynamic port allocation, UpdateConfig test\n- Fix timing assertions in engine_shutdown and retry sleep tests\n- Fix zerolog global state pollution from logger tests",
          "is_bot": false,
          "headline": "test: add hot-reload tests and fix timing sensitivity",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T09:29:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c7550e5acf71ae3f7d2af261cefdcd4bdb958fc1",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement platform hot-swap (SyncPlatforms) and config annotations",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T09:28:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a720986c44215e5d9c8e368c85dd0441a26229f8",
          "body": null,
          "is_bot": false,
          "headline": "feat: add hot-reload infrastructure for all tiers",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T09:28:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39d209960e7a023d56bac431d871a53f56daa9c6",
          "body": null,
          "is_bot": false,
          "headline": "refactor: split cmd/bot into separate Go module",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T07:37:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30969186edd581761792052d97453926cc12a14a",
          "body": null,
          "is_bot": false,
          "headline": "fix: start config watcher for hot-reload and unify log prefix",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T07:24:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "669fd11da8a1cda439b8978d4e77564af3e8557e",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.14.0",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T06:19:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "579ab321de64d6a9a2222b4fb8e376e0c10af5a8",
          "body": "- setup.go: middleware registration now respects all enable flags\n  - Recover, Logging, Metrics: conditional on boolean flags\n  - Auth: enable + whitelist → middleware.Auth()\n  - Dedup: enable + config values → dedup.NewDedupFilter()\n  - Backpressure: limit/policy/timeout → middleware.Backpressure()\n[…]\nMiddleware()\n- hotreload.go: OnConfigChange now checks Enable flags before updating\n  - RateLimit.Enable, Dedup.Enable, Degradation.Enable\n- Added parseDuration() and parseBackpressurePolicy() helpers",
          "is_bot": false,
          "headline": "feat: wire middleware config enable flags and hot-reload",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T06:16:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "74efbe37fa93f435a1054206d5d53978c21fe06e",
          "body": "- Rename middleware.ConcurrencyLimit() -> Backpressure()\n  with BackpressurePolicy/Drop/Block/TryWait constants\n- Move ConcurrencyConfig from top-level to middleware.backpressure\n  with new struct name BackpressureConfig (3 fields, no event_buffer)\n- Delete concurrency.event_buffer (dead field, already in qq.webhook)\n- Update all YAML files (config.example.yaml, config.default.yaml,\n  k8s/configmap.yaml, all examples) to use middleware.backpressure:\n- Update all test fixtures and assertions",
          "is_bot": false,
          "headline": "refactor: rename ConcurrencyLimit -> Backpressure, move under middleware",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T06:07:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5186cd7c06f81162966303759f951556a75d84b2",
          "body": "…fields\n\nCore changes:\n- Remove ServerConfig type and Config.Server field entirely\n- Add Host, Port, ShutdownTimeout to WebhookConfig (moved from ServerConfig)\n- Remove 7 BigCache dead fields from WebhookConfig: DedupEnable, Shards,\n  LifeWindow, CleanWindow, MaxEntrySize, HardMaxCacheSize, MaxEntri\n[…]\nonfig/watcher.go: needsRestart checks QQ webhook instead of Server\n- All test fixtures migrated from old server: format to bot.qq.webhook:\n- All examples updated (config-integration, config_hotreload)",
          "is_bot": false,
          "headline": "refactor(config): merge server into qq.webhook, remove BigCache dead …",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T05:54:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd535f9be15020a54c01787c72792681114fd0f0",
          "body": "- Move WebhookConfig and TokenConfig from top-level Config into QQConfig\n- Rename TokenConfig to TokenManagerConfig (avoids conflict with QQConfig.Token)\n- Update validators: webhook/token validated only under qq config\n- Update config.example.yaml: restructure sections, remove all vX.Y.Z+ markers\n- Update config.default.yaml: remove orphaned webhook section\n- Update example and downstream token.go references",
          "is_bot": false,
          "headline": "refactor(config): move webhook/token under bot.qq, drop version markers",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T05:36:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91393b9ab2ba2607237fff03081fcf013db05d48",
          "body": "- Add yaml tags to AdaptiveSamplerConfig (broken adaptive sampler config)\n- Wire PprofConfig.Validate() into Config.Validate() (was never called)\n- Add matcher_pool_capacity/max to EngineConfig (documented but missing)\n- Add os.ExpandEnv pass in loadRaw() for  syntax support\n- Fix getEnvInt/getEnvUint64 returning 0 instead of default on parse error\n- Add basic OneBotConfig validation (url or listen_addr required)\n- Expand config.default.yaml to match config.example.yaml sections",
          "is_bot": false,
          "headline": "fix(config): validate wiring, yaml tags, env expansion, and field gaps",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T05:27:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2134a857e3f0bfeaab840148a35c846369f2d5f1",
          "body": "…enhancements",
          "is_bot": false,
          "headline": "fix(platform): bug fixes, SendError wrapping, config unification, QQ …",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-25T05:25:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34184fef7179a6277c407f2444868a4e804a9a50",
          "body": "No longer need gcc/musl-dev since SQLite driver is now pure Go.",
          "is_bot": false,
          "headline": "build: remove CGO dependency from Dockerfile",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-23T04:26:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39aabb5be35f9534f2afef50c41ae7f48f725fd0",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.13.0",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-23T04:25:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0971de788672200d3c094e7f65c48c1f41d600e8",
          "body": "- Remove CGO_ENABLED=1 override for linux/amd64\n- Add linux/386, armv6, armv7, riscv64, s390x, ppc64le\n- Add windows/arm64 (previously ignored)\n- Make CGO_ENABLED overridable in Makefile (default 0)\n- Update archive name template for i386 and armv* variants\n- Add comments for each excluded target explaining the reason",
          "is_bot": false,
          "headline": "ci: expand build targets and disable CGO globally",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-23T04:25:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f86c42987fc4b921802db3e425375e2bfb65a99",
          "body": "Switch from gorm.io/driver/sqlite (cgo-based, mattn/go-sqlite3)\nto github.com/glebarez/sqlite (pure Go, modernc.org/sqlite).\n\nThis eliminates the CGO dependency for SQLite, enabling fully\nstatic builds with CGO_ENABLED=0 across all platforms.",
          "is_bot": false,
          "headline": "refactor: replace gorm sqlite driver with pure-go glebarez/sqlite",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-23T04:25:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d448c5365f50ad65aae6a314934da11e75e68f66",
          "body": "GoReleaser's Docker build context only contains the binary and\nDockerfile (not the full project source with go.mod/go.sum).\nThe main Dockerfile does a multi-stage build that depends on\ngo.mod/go.sum for layer caching, which fails in GoReleaser.\n\nDockerfile.goreleaser is a single-stage image that just copies\nthe pre-built binary.",
          "is_bot": false,
          "headline": "fix: add slim Dockerfile.goreleaser for GoReleaser Docker builds",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T09:31:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edcfb458b6f2120466ad8cc152545cb6e945aedf",
          "body": null,
          "is_bot": false,
          "headline": "fix: yaml syntax - extra spaces in docker image_templates",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T09:23:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e26bd5d16632ff9839fa0da3328ce5ce996aeda9",
          "body": null,
          "is_bot": false,
          "headline": "fix: lowercase Docker image repo for GHCR compatibility",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T09:21:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce52a1fb98a068beda3579eb0332460887f68444",
          "body": "CGO_ENABLED=1 causes ARM64 assembly errors during cross-compilation\nbecause the CI runner's gcc lacks ARM64 assembler support.\nOnly keep CGO_ENABLED=1 for linux/amd64 (used for Docker builds).",
          "is_bot": false,
          "headline": "fix: disable CGO for arm64 cross-compilation in goreleaser",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T09:06:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17a874c4af01ee7a751011513c190601c9d0798a",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.12.4",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T08:59:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "919619715a2c8c79b0fc45815e1af08f4827ea0c",
          "body": "waitBotRunning/waitBotHealthy: increase from 3s to 10s and\npoll interval from 10ms to 50ms to reduce flakiness under\nrace detector overhead",
          "is_bot": false,
          "headline": "fix: increase health check test timeouts for -race CI",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T08:49:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c177f3f1e071d73b277f37db9ee74f871fd2630",
          "body": "- TestEngineShutdownWithPendingEvents: use channel-based\n  synchronization instead of timing-dependent Eventually wait\n- ExecProfile.ShouldPool: replace shared snapshotBuf with\n  stack-allocated array to fix data race on concurrent Sort\n- State.addMatcher: auto-derive hasHandler from Handler field\n \n[…]\nrency_test.go: remove time.Sleep from concurrent\n  test matchers (was only needed for race conditioning)\n- matcher_deletion_race_test.go: use Handle() API instead of\n  directly assigning Handler field",
          "is_bot": false,
          "headline": "fix: resolve CI test flakiness under -race",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T08:47:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ac8e5e5c7d66ac2183fa5a6c107503b44fdb1448",
          "body": "- Reconstruct CHANGELOG.md from v1.1.0 to v1.12.3 with all\n  version annotations extracted from git tags\n- Update README performance section with current benchmark data\n  (5K matcher throughput, drain fix, etc.)\n- Update docs/05-performance/PERFORMANCE_REPORT.md with real\n  standard suite results and optimization history",
          "is_bot": false,
          "headline": "chore: restore missing changelog, update perf docs with latest data",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T08:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec40d693994207985dc11f0bfa0bf32e41dfa9ee",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.12.3",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T08:31:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4601d6c331e7fa5cb50d3b7d33825728c75d844f",
          "body": "Instead of checking m.Handler == nil in the hot path loop, filter\nhandlerless matchers out at the data structure level:\n\n1. Add hasHandler atomic.Bool to Matcher, set in Handle()\n2. Replace all sortedCache population sites with makeRunnableSlice()\n   which only includes matchers with hasHandler == t\n[…]\nk as safety net\n\nResults with 5K matchers:\n  20K/5K: CPU 24.2% -> 3.5%\n  50K/5K: CPU 75.0% -> 6.8%\n  Unlimited/5K: 234,770 -> 3,005,062 msg/s (+12.8x)\n  All scenarios: 100%% achievement, drain < 0.01s",
          "is_bot": false,
          "headline": "perf: filter handlerless matchers at sortedCache build time",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T08:24:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ee82289db78e586922e565c9266a1604efa1e0db",
          "body": "Matchers without a Handler are no-ops - they match but have nothing\nto execute. Skip them before Match()/SetMatcher()/invokeHandler()\nto eliminate O(N) iteration overhead from pressure matchers.\n\nResults with 5K matchers (Unlimited mode):\n  Before: 53,420 msg/s, CPU 551%\n  After:  234,770 msg/s, CPU 227%\n  4.4x throughput improvement, 59% CPU reduction\n\nAlso adds demoted atomic flag to ExecProfile to skip sorting on\nfast handlers (ShouldPool 20.54% -> 1.48%).",
          "is_bot": false,
          "headline": "perf: skip handlerless matchers in processEventMatchers",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T08:15:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e66659aa142bf58238fc091238add58545735413",
          "body": null,
          "is_bot": false,
          "headline": "chore: add *.exe and *.pprof to gitignore",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T07:45:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62c675779e64519cb07abfc55af84a82ea3968f7",
          "body": "The ShouldPool method was allocating a new []time.Duration slice on every\ncall via make(). With 32 consumer goroutines calling this for each event,\nthis created ~314K small allocations/second under 5K matcher load,\ntriggering constant GC (3181 runs in 10s). GC caused 27%% CPU in\nsemasleep (goroutine\n[…]\nith 5K matchers:\n  Unlimited mode: 9,821 -> 25,735 msg/s  (+162%%)\n  50K/5K mode:    32,700 (65%%) -> 49,857 (99.7%%)\n  20K/5K drain:  15s -> 0.03s (engine keeps up)\n  GC runs:        3181 -> 5 in 10s",
          "is_bot": false,
          "headline": "perf: fix ExecProfile.ShouldPool allocation storm causing GC thrash",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T07:45:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4b58b29924a2c7a3230d6a37a6d2c2418b538b9c",
          "body": null,
          "is_bot": false,
          "headline": "chore: remove accidentally committed binary files",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T07:38:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c57cd7de0435435865351b5af4aba88838b40da1",
          "body": "Fix Unlimited semaphore (was acquire/release in same iteration, no actual concurrency control)\nRemove fmt.Sprintf from hot event creation path\nFix latency measurement: use time.Since(ev.Timestamp())\nAdd drain wait up to 30s (was 3s, causing false 53.6%% failure)\nAdd DrainTimeSecs, P50/P95/P99 latency to output\nAdd --disable-latency and --inject-mode flags\nAdd matcher5k suite for targeted testing",
          "is_bot": false,
          "headline": "bench: fix throughput benchmark design issues",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T07:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b9a6b008845c87ff412f8550dc507b7589fa2fa",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master'",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T07:11:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4a942f1ab22f8bdbd6240e1f14b60948f343a20",
          "body": "- Rewrite README with current features (FSM, Adaptive Router, multi-platform)\n- Remove archived design docs (docs/06-archived/) and code review report (docs/05-reports/)\n- Rename PLUGIN_V1_TO_V2_MIGRATION.md → PLUGIN_DEVELOPMENT_GUIDE.md\n- Fix logrus → zerolog references in all docs\n- Fix broken lin\n[…]\ndocs\n- Fix non-existent NewBotFromConfig API references\n- Add docs/05-performance/PERFORMANCE_REPORT.md with real benchmark data\n- Update README performance section with current ~450K msg/s throughput",
          "is_bot": false,
          "headline": "docs: rewrite README, clean up outdated docs, add performance report",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T07:10:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0cccba39859b52f2aa704bf3580f548a7fcf4896",
          "body": "Bumps the go-modules group with 4 updates in the / directory: [github.com/tetratelabs/wazero](https://github.com/tetratelabs/wazero), [go.opentelemetry.io/otel](https://github.com/open-telemetry/opentelemetry-go), [go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp](https://github.com/o\n[…]\n version-update:semver-minor\n  dependency-group: go-modules\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the go-modules group across 1 directory with 6 updates (#3)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-22T05:36:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a6bab4ae499efbb36a71c70297b0aa1667e56d82",
          "body": null,
          "is_bot": false,
          "headline": "fix: revert context test to use nil with nolint annotation",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T05:25:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9deaecc0bba91708d8911de25658af9d9e81501",
          "body": "Private repositories on free plans don't include Advanced Security.\nSecurity scanning is covered by govulncheck (vulncheck job) already.",
          "is_bot": false,
          "headline": "ci: remove CodeQL workflow (requires GitHub Advanced Security license)",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T05:14:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63f68aa1f37c19c1252b0c776aaca9f1609015d2",
          "body": "Production code exclusions are scoped to specific error patterns:\n- builtin: only .Close and .Reply errors (command handler cleanup paths)\n- plugin/wasm: only .Close and .Reply (WASM runtime cleanup)\n- infra/textimage: only .Close (renderer deferred cleanup)\n- platform/qq/openapi: only .Close and .WaitReady (HTTP/Token cleanup)\n- _test.go, cmd/bot/plugins, examples, testbot: full errcheck\n  (best-effort cleanup in tests/plugins/examples)",
          "is_bot": false,
          "headline": "chore: refined .golangci.yml with targeted production code exclusions",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T05:10:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3606aeb935bdee0deaf153f3003a1baa784191e4",
          "body": "- Convert config to golangci-lint v2 schema (linters.exclusions.rules)\n- Disable noisy ST checks and QF1012\n- Fix remaining QF1012, errcheck, staticcheck issues across codebase\n- Exclude test files and known low-risk paths from errcheck",
          "is_bot": false,
          "headline": "chore: finalize .golangci.yml with v2 format and fix all lint issues",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T05:06:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28c6a99ef8f07fb795eb7b18ac48de6b40fcb38a",
          "body": "…heck, unused)\n\n- Fix 50+ errcheck warnings across the codebase\n- Fix 6 ineffectual assignments\n- Fix 36 staticcheck issues (S1008, QF1012, SA4006, etc.)\n- Fix 39 unused code items (mostly nolint annotations)\n- Add .golangci.yml config with targeted errcheck exclusions",
          "is_bot": false,
          "headline": "fix: resolve all golangci-lint issues (errcheck, ineffassign, staticc…",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T04:50:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9087590c19b5fbf1d640d420b90ce423105bf651",
          "body": "- isolate 'cd dashboard' in a subshell so mkdir/cp run from repo root\n- create stub dashboarddist directory in lint job so go:embed resolves",
          "is_bot": false,
          "headline": "fix: dashboard dist path and lint stub in CI workflows",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T04:24:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13ba45c792b701ceae77cecb2c71a57cac9680fe",
          "body": null,
          "is_bot": false,
          "headline": "fix: add actions:read permission for codeql telemetry",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T04:19:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b52d615ffaf0be37cfd836cab06ee6d7f3669334",
          "body": "goreleaser runs go build which requires dashboarddist for embed",
          "is_bot": false,
          "headline": "fix: build dashboard before goreleaser",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
          "committed_at": "2026-06-22T04:18:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48b65f1fa9fff393d266b57e2c176de1d0fdb56b",
          "body": "go install approach timed out downloading packages.\nv9 uses modern Node.js and ships with a linter supporting Go 1.26.",
          "is_bot": false,
          "headline": "fix: switch back to golangci-lint-action@v9 with timeout",
          "author_name": "KomeiDiSanXian",
          "author_login": "KomeiDiSanXian",
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          "headline": "fix: use npx vite build instead of npm run build in CI",
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          "body": "- platform/qq/adapter.go: lock api read in fetchBotIdentity\n- plugin/infra_container.go: add typeIndexMu for type index ops\n- plugin/infra_scope_test.go: mutex-protect received slice\n- core/engine/exec_profile.go: mutex-protect results array\n- core/engine/engine.go, process.go: eventMu ordering for Add/Wait\n- remilia_test.go: read mockAdapter fields under lock",
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          "headline": "fix: resolve all data races detected by -race flag",
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          "headline": "deps: bump golang.org/x/net to v0.56.0 to fix CVEs",
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          "body": "- actions/checkout v4 -> v7\n- actions/setup-go v5 -> v6\n- actions/setup-node v4 -> v6\n- codecov/codecov-action v5 -> v7\n- github/codeql-action v3 -> v4\n- docker/login-action v3 -> v4\n- goreleaser/goreleaser-action v6 -> v7\n- actions/stale v9 -> v10",
          "is_bot": false,
          "headline": "ci: update GitHub Actions to latest major versions",
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          "headline": "chore: ignore sidecar binaries in desktop/ and cmd/desktop/",
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          "body": "…sidecar\n\n- Tauri v2 app with frameless window, custom titlebar, tray icon\n- On-demand sidecar start: user chooses local backend or remote connection\n- Window position/size persistence via save/load commands\n- Close dialog with hide-to-tray / quit options\n- About dialog triggered from tray menu\n- Retry progress indicator in loading screen\n- Dark theme scrollbar styling\n- Custom titlebar with minimize/close buttons (sticky top)",
          "is_bot": false,
          "headline": "feat(desktop): Tauri desktop shell with startup choice and on-demand …",
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          "headline": "feat(dashboard): full UI overhaul - sidebar, toast, skeleton, forms, …",
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            "value": 24,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 2
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1/3 decided PRs merged",
                "points": 12.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1,
                      "decided": 3
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "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": 48,
            "inputs": {
              "followers": 11,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "KomeiDiSanXian",
              "public_repos": 13,
              "account_age_days": 2554
            },
            "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": "11 followers of KomeiDiSanXian",
                "points": 7.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 11,
                      "login": "KomeiDiSanXian"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "13 public repos, account ~6 yr old",
                "points": 20.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 13
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/KomeiDiSanXian/remilia"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 8
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 8 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "47 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 47
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 74,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 80,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 50,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 3.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "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": "24 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 592 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 592
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 25,
              "affected_packages": 23,
              "assessed_packages": 592,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 2, moderate 1, unknown 19",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 592,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 66,
        "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": 0.949,
              "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": "94 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 94,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "dashboard/tsconfig.json",
                "desktop/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "cmd/bot/go.mod",
                "desktop/src-tauri/Cargo.toml",
                "examples/httpclient-demo/go.mod",
                "examples/showcase/wasm/go.mod",
                "go.mod",
                "plugin/wasm/testdata/go.mod",
                "plugin/wasm/testdata/tinygoplugin/go.mod"
              ],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "dashboard/tsconfig.json, desktop/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                ],
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              },
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                "key": "reproducible_environment",
                "name": "Reproducible environment",
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                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
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                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 2,
                "status": "partial",
                "details": [],
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              }
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          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
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            "notes": [],
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              "largest_source_bytes": 42806,
              "source_files_sampled": 698,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
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                "max_points": 45
              },
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                "key": "manageable_file_sizes",
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                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
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                ],
                "max_points": 55
              }
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          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-26T00:36:46.718131Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/KomeiDiSanXian/remilia.svg",
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  "license_state": "standard",
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}

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 статистикаGo.