Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 19:37 UTC

ca-srg / ragent

CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).

GoВласна ліцензія★ 12 зірок⑂ 2 форкиз серп. 2025 р.Переглянути на GitHub ↗
#rag#vector#aws#bedrock#markdown#opensearch#s3-vectors#cli#csv#gemini#golang#hybrid-search#mcp-server#oidc#opentelemetry#pdf#slack-bot#sqlite-vec#webui

ca-srg/ragent має індекс здоров’я 61 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (96/100), найнижчий — Security (33/100). Останнє оновлення було 7 днів тому. Більшість нещодавньої роботи виконує один учасник.

61
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

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

61
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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

Власність

ca-srgОрганізація
1 підписник3 публічні репозиторіїз лист. 2020 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/ca-srg/ragentv0.2.3-777 днів тому

Метрики за категоріями

Життєздатність

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

76Добрий · 22% загального індексу

Активність розробки

66Помірний
Як обчислюється оцінка
36/36Свіжість push — останній push 7 дн. тому
9/36Ритм комітів — 13/52 тижнів із комітами
15.8/18Обсяг комітів — 57 комітів за останній рік
5/10OpenSSF Scorecard: Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
Використані вхідні дані
commits_last_year57
human_commit_share1
days_since_last_push7
active_weeks_last_year13

Дисципліна релізів

90Відмінний
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 77 релізів
36/36Свіжість релізів — останній реліз 7 дн. тому
27/27Ритм релізів — реліз кожні ~10,1 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count77
latest_release_tagv0.2.3
releases_from_tagsні
days_since_latest_release7
mean_days_between_releases10,1

Спільнота та впровадження

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

33У зоні ризику · 18% загального індексу

Популярність і впровадження

17Критичний
Як обчислюється оцінка
16.9/60Зірки — 12 зірок
0/25Форки — 2 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks2
stars12
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

51Помірний
Як обчислюється оцінка
22.5/22.5README
16.9/22.5Ліцензія — файл ліцензії наявний, не є визнаною ліцензією
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
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?

57Помірний · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

13Критичний
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

Реактивність на issue та PR

84Добрий
Як обчислюється оцінка
46.8/46.8Вирішення issue — закрито 100% issue
37.7/38.3Прийняття PR — злито 65/66 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs65
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs1

Власність та опіка

48У зоні ризику
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
2.2/25Охоплення власника — 1 підписників у ca-srg
15.7/25Послужний список — 3 публічних репозиторіїв, вік облікового запису ~5 р.
Використані вхідні дані
followers1
owner_typeOrganization
is_verified—
owner_loginca-srg
public_repos3
account_age_days2 066

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 7 дн. тому
20/20Історія версій — 77 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/ca-srg/ragent
ecosystemsgo
any_deprecatedні
min_days_since_publish7

Інженерна якість

Чи наявні базові інженерні практики та документація?

96Відмінний · 20% загального індексу

Інженерні практики

94Відмінний
Як обчислюється оцінка
24/24Процеси CI — 7 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://ca-srg.dev
10/10Опис репозиторію
10/10Теми — 19 тем
10/10Wiki
Використані вхідні дані
topicsrag, vector, aws, bedrock, markdown, opensearch, s3-vectors, cli, csv, gemini, golang, hybrid-search, mcp-server, oidc, opentelemetry, pdf, slack-bot, sqlite-vec, webui
has_wikiтак
homepagehttps://ca-srg.dev
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

33У зоні ризику · 16% загального індексу

Стан безпеки

34У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Ліцензія — license file detected
3.8/7.5Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 54 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3,4

Сповіщення про залежності

31У зоні ризику
Як обчислюється оцінка
5.7/35Прямі залежності без відомих сповіщень — уражено 9: github.com/modelcontextprotocol/go-sdk v0.4.0 (high 8.1), go.opentelemetry.io/otel v1.38.0 (high 7.5), go.opentelemetry.io/otel/sdk v1.38.0 (high 7.0), ще +6
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
17.5/40Немає задавнених сповіщень — 8 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 169 дн. тому
Використані вхідні дані
sourceosv
advisories89
affected_packages18
assessed_packages123
unassessed_packages0
affected_by_severitycritical 2, high 6, moderate 8, unknown 2
direct_affected_packages9
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 123 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.

87Відмінний · 0% загального індексу

Контекст і настанови для агентів

85Відмінний
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 54 з 57 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,947
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes7 884

Цикл верифікації (збірка / тести / перевірка типів)

79Добрий
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — Go (статично типізована)
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 57 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Використані вхідні дані
has_nixні
has_testsтак
lockfilesgo.sum
has_dockerfileтак
typed_languageтак
bootstrap_filesMakefile
has_devcontainerні
has_linter_configтак
typecheck_configs—
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0

Читабельність коду для моделей

100Відмінний
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
55/55Керовані розміри файлів — 0/305 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes50 917
source_files_sampled305
oversized_source_files0

Машиночитні інтерфейси

100Відмінний
Як обчислюється оцінка
40/40Схема API (OpenAPI/GraphQL/proto) — openapi.yaml
20/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalтак
api_schema_filesopenapi.yaml

Ключові факти

12зірок GitHub
1контриб'юторів
57комітів за останні 12 місяців
7днів від останнього пушу
77релізів
1бас-фактор
0відкритих issue
Goпакетних екосистем

Попередження щодо збору даних

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

Докладніше

Історія зірок і форків 0 ★ / 2 ⇿
0Зірки
2Форки
9Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

111222212026-012026-022026-02
Мажорні 0Мінорні 0Патчі 9
OpenSSF Scorecard 3.4 / 10
3.4сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-22 19:37 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
5Maintained7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities54 existing vulnerabilities detected
Прямі залежності 41
РеєстрПакетОбмеження версіїМаніфест
Gogithub.com/asg017/sqlite-vec-go-bindingsv0.1.2go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.31.4go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.18.8go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.95.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3vectorsv1.4.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.41.3go.mod
Gogithub.com/aws/smithy-gov1.24.2go.mod
Gogithub.com/coreos/go-oidc/v3v3.15.0go.mod
Gogithub.com/go-git/go-git/v5v5.16.5go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.0go.mod
Gogithub.com/google/jsonschema-gov0.2.1-0.20250825175020-748c325cec76go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/johannesboyne/gofakes3v0.0.0-20250916175020-ebf3e50324d3go.mod
Gogithub.com/joho/godotenvv1.5.1go.mod
Gogithub.com/modelcontextprotocol/go-sdkv0.4.0go.mod
Gogithub.com/netflix/go-envv0.0.0-20220526054621-78278af1949dgo.mod
Gogithub.com/opensearch-project/opensearch-go/v4v4.5.0go.mod
Gogithub.com/pdfcpu/pdfcpuv0.11.1go.mod
Gogithub.com/slack-go/slackv0.23.1go.mod
Gogithub.com/spf13/cobrav1.9.1go.mod
Gogithub.com/spf13/pflagv1.0.7go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.opentelemetry.io/otelv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0go.mod
Gogo.opentelemetry.io/otel/metricv1.38.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.38.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.38.0go.mod
Gogo.opentelemetry.io/otel/tracev1.38.0go.mod
Gogolang.org/x/oauth2v0.34.0go.mod
Gogolang.org/x/syncv0.19.0go.mod
Gogolang.org/x/textv0.33.0go.mod
Gogolang.org/x/timev0.14.0go.mod
Gogoogle.golang.org/apiv0.258.0go.mod
Gogoogle.golang.org/genaiv1.49.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomodernc.org/sqlitev1.42.2go.mod
Усі залежності 123

Повний розв'язаний набір залежностей із графа залежностей GitHub: 41 прямих і 82 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Gogithub.com/asg017/sqlite-vec-go-bindingsv0.1.2пряма
Gogithub.com/aws/aws-sdk-go-v2v1.41.3пряма
Gogithub.com/aws/aws-sdk-go-v2/configv1.31.4пряма
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.18.8пряма
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2пряма
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.95.0пряма
Gogithub.com/aws/aws-sdk-go-v2/service/s3vectorsv1.4.3пряма
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.41.3пряма
Gogithub.com/aws/smithy-gov1.24.2пряма
Gogithub.com/coreos/go-oidc/v3v3.15.0пряма
Gogithub.com/go-git/go-git/v5v5.16.5пряма
Gogithub.com/golang-jwt/jwt/v5v5.3.0пряма
Gogithub.com/google/jsonschema-gov0.2.1-0.20250825175020-748c325cec76пряма
Gogithub.com/google/uuidv1.6.0пряма
Gogithub.com/johannesboyne/gofakes3v0.0.0-20250916175020-ebf3e50324d3пряма
Gogithub.com/joho/godotenvv1.5.1пряма
Gogithub.com/modelcontextprotocol/go-sdkv0.4.0пряма
Gogithub.com/netflix/go-envv0.0.0-20220526054621-78278af1949dпряма
Gogithub.com/opensearch-project/opensearch-go/v4v4.5.0пряма
Gogithub.com/pdfcpu/pdfcpuv0.11.1пряма
Gogithub.com/slack-go/slackv0.23.1пряма
Gogithub.com/spf13/cobrav1.9.1пряма
Gogithub.com/spf13/pflagv1.0.7пряма
Gogithub.com/stretchr/testifyv1.11.1пряма
Gogo.opentelemetry.io/otelv1.38.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.38.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.38.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0пряма
Gogo.opentelemetry.io/otel/metricv1.38.0пряма
Gogo.opentelemetry.io/otel/sdkv1.38.0пряма
Gogo.opentelemetry.io/otel/sdk/metricv1.38.0пряма
Gogo.opentelemetry.io/otel/tracev1.38.0пряма
Gogolang.org/x/oauth2v0.34.0пряма
Gogolang.org/x/syncv0.19.0пряма
Gogolang.org/x/textv0.33.0пряма
Gogolang.org/x/timev0.14.0пряма
Gogoogle.golang.org/apiv0.258.0пряма
Gogoogle.golang.org/genaiv1.49.0пряма
Gogopkg.in/yaml.v3v3.0.1пряма
Gomodernc.org/sqlitev1.42.2пряма
Gocloud.google.com/gov0.116.0непряма
Gocloud.google.com/go/authv0.17.0непряма
Gocloud.google.com/go/auth/oauth2adaptv0.2.8непряма
Gocloud.google.com/go/compute/metadatav0.9.0непряма
Godario.cat/mergov1.0.0непряма
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.4непряма
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.5непряма
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.19непряма
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.19непряма
Gogithub.com/aws/aws-sdk-go-v2/internal/iniv1.8.3непряма
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.16непряма
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.4непряма
Gogithub.com/aws/aws-sdk-go-v2/service/internal/checksumv1.9.7непряма
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.16непряма
Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.16непряма
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.28.3непряма
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.34.1непряма
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.38.1непряма
Gogithub.com/cenkalti/backoff/v5v5.0.3непряма
Gogithub.com/clipperhouse/uax29/v2v2.2.0непряма
Gogithub.com/cloudflare/circlv1.6.1непряма
Gogithub.com/cyphar/filepath-securejoinv0.4.1непряма
Gogithub.com/davecgh/go-spewv1.1.1непряма
Gogithub.com/dustin/go-humanizev1.0.1непряма
Gogithub.com/emirpasic/godsv1.18.1непряма
Gogithub.com/felixge/httpsnoopv1.0.4непряма
Gogithub.com/go-git/gcfgv1.5.1-0.20230307220236-3a3c6141e376непряма
Gogithub.com/go-git/go-billy/v5v5.6.2непряма
Gogithub.com/go-jose/go-jose/v4v4.1.3непряма
Gogithub.com/go-logr/logrv1.4.3непряма
Gogithub.com/go-logr/stdrv1.2.2непряма
Gogithub.com/golang/groupcachev0.0.0-20241129210726-2c02b8208cf8непряма
Gogithub.com/google/go-cmpv0.7.0непряма
Gogithub.com/google/s2a-gov0.1.9непряма
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.7непряма
Gogithub.com/googleapis/gax-go/v2v2.15.0непряма
Gogithub.com/gorilla/websocketv1.5.3непряма
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.27.2непряма
Gogithub.com/hhrutter/lzwv1.0.0непряма
Gogithub.com/hhrutter/pkcs7v0.2.0непряма
Gogithub.com/hhrutter/tiffv1.0.2непряма
Gogithub.com/inconshreveable/mousetrapv1.1.0непряма
Gogithub.com/jbenet/go-contextv0.0.0-20150711004518-d14ea06fba99непряма
Gogithub.com/kevinburke/ssh_configv1.2.0непряма
Gogithub.com/mattn/go-isattyv0.0.20непряма
Gogithub.com/mattn/go-runewidthv0.0.19непряма
Gogithub.com/microsoft/go-winiov0.6.2непряма
Gogithub.com/ncruces/go-sqlite3v0.17.1непряма
Gogithub.com/ncruces/go-strftimev0.1.9непряма
Gogithub.com/ncruces/juliandayv1.0.0непряма
Gogithub.com/pjbgf/sha1cdv0.3.2непряма
Gogithub.com/pkg/errorsv0.9.1непряма
Gogithub.com/pmezard/go-difflibv1.0.0непряма
Gogithub.com/protonmail/go-cryptov1.1.6непряма
Gogithub.com/remyoudompheng/bigfftv0.0.0-20230129092748-24d4a6f8daecнепряма
Gogithub.com/ryszard/goskiplistv0.0.0-20150312221310-2dfbae5fcf46непряма
Gogithub.com/sergi/go-diffv1.3.2-0.20230802210424-5b0b94c5c0d3непряма
Gogithub.com/skeema/knownhostsv1.3.1непряма
Gogithub.com/stretchr/objxv0.5.2непряма
Gogithub.com/tetratelabs/wazerov1.11.0непряма
Gogithub.com/xanzy/ssh-agentv0.3.3непряма
Gogithub.com/yosida95/uritemplate/v3v3.0.2непряма
Gogo.opentelemetry.io/auto/sdkv1.2.1непряма
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.61.0непряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.38.0непряма
Gogo.opentelemetry.io/proto/otlpv1.7.1непряма
Gogo.shabbyrobe.org/gocovmergev0.0.0-20230507111327-fa4f82cfbf4dнепряма
Gogolang.org/x/cryptov0.47.0непряма
Gogolang.org/x/expv0.0.0-20250620022241-b7579e27df2bнепряма
Gogolang.org/x/imagev0.32.0непряма
Gogolang.org/x/netv0.48.0непряма
Gogolang.org/x/sysv0.40.0непряма
Gogolang.org/x/toolsv0.40.0непряма
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20251022142026-3a174f9686a8непряма
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20251213004720-97cd9d5aeac2непряма
Gogoogle.golang.org/grpcv1.77.0непряма
Gogoogle.golang.org/protobufv1.36.11непряма
Gogopkg.in/warnings.v0v0.1.2непряма
Gogopkg.in/yaml.v2v2.4.0непряма
Gomodernc.org/libcv1.66.10непряма
Gomodernc.org/mathutilv1.7.1непряма
Gomodernc.org/memoryv1.11.0непряма
Сповіщення про залежності 18

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 123 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 18 мають відомі сповіщення, з них 9 прямі.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
golang.org/x/cryptov0.47.0непрямакритична270.52.0
google.golang.org/grpcv1.77.0непрямакритична31.82.1
github.com/modelcontextprotocol/go-sdkv0.4.0прямависока81.4.1
go.opentelemetry.io/otelv1.38.0прямависока11.41.0
go.opentelemetry.io/otel/sdkv1.38.0прямависока31.43.0
github.com/go-git/go-billy/v5v5.6.2непрямависока26.0.0-alpha.1
github.com/go-jose/go-jose/v4v4.1.3непрямависока24.1.4
golang.org/x/imagev0.32.0непрямависока100.43.0
github.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2прямапомірна21.97.3
github.com/aws/aws-sdk-go-v2/service/s3v1.95.0прямапомірна21.97.3
github.com/go-git/go-git/v5v5.16.5прямапомірна106.0.0-alpha.4
go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0прямапомірна21.43.0
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0прямапомірна21.43.0
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.4непрямапомірна21.97.3
github.com/cloudflare/circlv1.6.1непрямапомірна21.6.3
golang.org/x/netv0.48.0непрямапомірна91.26.3
golang.org/x/textv0.33.0пряманевідома10.39.0
golang.org/x/sysv0.40.0непряманевідома10.44.0

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": [
        "rag",
        "vector",
        "aws",
        "bedrock",
        "markdown",
        "opensearch",
        "s3-vectors",
        "cli",
        "csv",
        "gemini",
        "golang",
        "hybrid-search",
        "mcp-server",
        "oidc",
        "opentelemetry",
        "pdf",
        "slack-bot",
        "sqlite-vec",
        "webui"
      ],
      "is_fork": false,
      "size_kb": 17504,
      "has_wiki": true,
      "homepage": "https://ca-srg.dev",
      "languages": {
        "Go": 2042963,
        "CSS": 11144,
        "HCL": 65755,
        "HTML": 9415,
        "Shell": 6809,
        "Python": 962,
        "Smarty": 1907,
        "Makefile": 7824,
        "JavaScript": 4138
      },
      "pushed_at": "2026-07-15T15:06:25Z",
      "created_at": "2025-08-18T15:57:33Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-15T15:03:54Z",
      "description": "CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "Organization",
      "login": "ca-srg",
      "company": null,
      "location": null,
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/74949145?v=4",
      "created_at": "2020-11-24T05:30:37Z",
      "is_verified": null,
      "public_repos": 3,
      "account_age_days": 2066
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.2.3",
          "kind": "patch",
          "published_at": "2026-07-15T15:08:45Z"
        },
        {
          "tag": "v0.2.2",
          "kind": "patch",
          "published_at": "2026-07-15T12:48:03Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2026-06-24T10:23:30Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-06-19T11:35:51Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-06-18T08:08:50Z"
        },
        {
          "tag": "v0.0.72",
          "kind": "patch",
          "published_at": "2026-04-30T08:55:54Z"
        },
        {
          "tag": "v0.0.71",
          "kind": "patch",
          "published_at": "2026-04-21T07:27:36Z"
        },
        {
          "tag": "v0.0.70",
          "kind": "patch",
          "published_at": "2026-04-17T11:04:29Z"
        },
        {
          "tag": "v0.0.69",
          "kind": "patch",
          "published_at": "2026-04-15T13:51:25Z"
        },
        {
          "tag": "v0.0.68",
          "kind": "patch",
          "published_at": "2026-04-15T13:40:24Z"
        },
        {
          "tag": "v0.0.67",
          "kind": "patch",
          "published_at": "2026-04-15T13:31:57Z"
        },
        {
          "tag": "v0.0.66",
          "kind": "patch",
          "published_at": "2026-04-15T13:22:32Z"
        },
        {
          "tag": "v0.0.65",
          "kind": "patch",
          "published_at": "2026-04-14T10:26:56Z"
        },
        {
          "tag": "v0.0.64",
          "kind": "patch",
          "published_at": "2026-04-14T09:20:04Z"
        },
        {
          "tag": "v0.0.63",
          "kind": "patch",
          "published_at": "2026-04-03T10:25:33Z"
        },
        {
          "tag": "v0.0.62",
          "kind": "patch",
          "published_at": "2026-04-02T11:01:58Z"
        },
        {
          "tag": "v0.0.61",
          "kind": "patch",
          "published_at": "2026-03-31T13:09:00Z"
        },
        {
          "tag": "v0.0.60",
          "kind": "patch",
          "published_at": "2026-03-31T12:45:20Z"
        },
        {
          "tag": "v0.0.59",
          "kind": "patch",
          "published_at": "2026-03-31T10:42:31Z"
        },
        {
          "tag": "v0.0.58",
          "kind": "patch",
          "published_at": "2026-03-31T08:36:01Z"
        },
        {
          "tag": "v0.0.57",
          "kind": "patch",
          "published_at": "2026-03-25T09:17:19Z"
        },
        {
          "tag": "v0.0.56",
          "kind": "patch",
          "published_at": "2026-03-24T17:08:45Z"
        },
        {
          "tag": "v0.0.55",
          "kind": "patch",
          "published_at": "2026-03-24T17:01:46Z"
        },
        {
          "tag": "v0.0.54",
          "kind": "patch",
          "published_at": "2026-03-24T16:21:26Z"
        },
        {
          "tag": "v0.0.53",
          "kind": "patch",
          "published_at": "2026-03-19T07:11:59Z"
        },
        {
          "tag": "v0.0.52",
          "kind": "patch",
          "published_at": "2026-03-18T14:13:36Z"
        },
        {
          "tag": "v0.0.51",
          "kind": "patch",
          "published_at": "2026-03-17T17:03:04Z"
        },
        {
          "tag": "v0.0.50",
          "kind": "patch",
          "published_at": "2026-03-17T15:30:13Z"
        },
        {
          "tag": "v0.0.49",
          "kind": "patch",
          "published_at": "2026-03-17T14:28:31Z"
        },
        {
          "tag": "v0.0.48",
          "kind": "patch",
          "published_at": "2026-03-17T11:13:48Z"
        },
        {
          "tag": "v0.0.47",
          "kind": "patch",
          "published_at": "2026-03-17T09:18:04Z"
        },
        {
          "tag": "v0.0.46",
          "kind": "patch",
          "published_at": "2026-03-17T08:45:04Z"
        },
        {
          "tag": "v0.0.45",
          "kind": "patch",
          "published_at": "2026-03-16T15:30:37Z"
        },
        {
          "tag": "v0.0.44",
          "kind": "patch",
          "published_at": "2026-03-16T15:24:38Z"
        },
        {
          "tag": "v0.0.43",
          "kind": "patch",
          "published_at": "2026-03-16T15:17:42Z"
        },
        {
          "tag": "v0.0.42",
          "kind": "patch",
          "published_at": "2026-03-16T07:38:28Z"
        },
        {
          "tag": "v0.0.41",
          "kind": "patch",
          "published_at": "2026-03-12T11:09:38Z"
        },
        {
          "tag": "v0.0.40",
          "kind": "patch",
          "published_at": "2026-03-11T14:44:34Z"
        },
        {
          "tag": "v0.0.39",
          "kind": "patch",
          "published_at": "2026-03-11T12:30:38Z"
        },
        {
          "tag": "v0.0.38",
          "kind": "patch",
          "published_at": "2026-03-11T08:17:09Z"
        },
        {
          "tag": "v0.0.37",
          "kind": "patch",
          "published_at": "2026-03-10T12:43:09Z"
        },
        {
          "tag": "v0.0.36",
          "kind": "patch",
          "published_at": "2026-03-09T10:49:04Z"
        },
        {
          "tag": "v0.0.35",
          "kind": "patch",
          "published_at": "2026-03-09T10:43:14Z"
        },
        {
          "tag": "v0.0.34",
          "kind": "patch",
          "published_at": "2026-03-07T16:55:16Z"
        },
        {
          "tag": "v0.0.33",
          "kind": "patch",
          "published_at": "2026-03-07T11:31:09Z"
        },
        {
          "tag": "v0.0.32",
          "kind": "patch",
          "published_at": "2026-03-07T08:41:12Z"
        },
        {
          "tag": "v0.0.31",
          "kind": "patch",
          "published_at": "2026-03-07T08:29:05Z"
        },
        {
          "tag": "v0.0.30",
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          "headline": "feat(mcpserver): Slack URL 取得成功時は文書検索をスキップして referenced_slack_urls を優…",
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          "is_bot": false,
          "headline": "fix(mcp): enable Slack URL fetch without search and tighten retry pla…",
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          "body": "* fix(slackbot): enforce Slack Block Kit text and block limits\n\nSplit long section text, truncate context text, and cap message blocks so Slack API rejects fewer oversized replies.\n\n* refactor(slackbot): split newContextTextBlock line to meet 140-char limit",
          "is_bot": false,
          "headline": "fix(slackbot): enforce Slack Block Kit text and block limits (#66)",
          "author_name": "Hasegawa Takuya",
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          "body": "* feat(mcpclient): add safe MCP retry planning\n\n* fix(mcpclient): satisfy nilaway retry guards\n\n* fix(mcpclient): respect maxTools during initial planning\n\n* fix(mcpclient): carry maxTools budget into fallback",
          "is_bot": false,
          "headline": "feat(mcpclient): add safe MCP retry planning (#65)",
          "author_name": "Hasegawa Takuya",
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          "committed_at": "2026-06-24T10:20:45Z",
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          "body": "* feat: add MCP client config support\n\n* style(config): lowercase secrets manager in errors\n\n* style(config): lowercase secret string error terms\n\n* fix(mcpclient): guard selected tool lookup",
          "is_bot": false,
          "headline": "feat: add MCP client config support (#64)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
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          "is_bot": false,
          "headline": "feat(slacksearch): support assistant search action tokens (#63)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-06-11T11:28:38Z",
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          "body": "…tering (#62)\n\nSlackbot was responding repeatedly to the same user message in two cases:\n- Slack redelivered the same Events API event (Ack timeout, ws reconnect)\n- The bot's own reply, including a stray mention, retriggered processing\n  through thread history reseeding\n\nDefenses added:\n- eventDedup\n[…]\nauthored history entirely instead of\n  truncating; tests updated to assert the new semantics\n- SocketBot only forces thread TS when threading is enabled, matching the\n  documented enable_thread option",
          "is_bot": false,
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          "is_bot": false,
          "headline": "fix(vectorizer): skip CSV files without matching csv-config instead o…",
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          "body": "* fix(opensearch): exclude embeddings from bm25 and vector sources\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* fix(opensearch): exclude embeddings from term query sources\n\nUltraworked with [Sisyphus](https://\n[…]\na\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
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          "body": null,
          "is_bot": false,
          "headline": "feat(release): add MCPB quick-start guide to release notes header",
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          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:48:46Z",
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          "is_bot": false,
          "headline": "feat: add MCPB bundle build and release upload to CI",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:19:55Z",
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          "body": null,
          "is_bot": false,
          "headline": "feat(slackbot): enhance search result context formatting",
          "author_name": "rluisr",
          "author_login": "rluisr",
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          "is_bot": false,
          "headline": "feat: add author metadata support and improve CSV/vectorize pipeline …",
          "author_name": "Hasegawa Takuya",
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          "headline": "[ci skip] openapi.yaml",
          "author_name": "rluisr",
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          "body": "* feat(pdf): add OCR prompt composition and file loading helpers with tests\n\n* docs: add ocr-prompt-template.md and gitignore ocr-prompt.md\n\n* feat(pdf): wire custom prompt into Bedrock and Gemini OCR clients\n\n* feat(vectorize): add --ocr-prompt-file flag for custom OCR prompt\n\n* feat(ingestion): ad\n[…]\ndisplay metadata alongside vector keys\n- Add unit tests for secret field parsing, propagation, and reader output\n\n* docs: document --ocr-prompt-file usage, secret field, and custom OCR prompt examples",
          "is_bot": false,
          "headline": "feat: add custom OCR prompt support and secret metadata field (#58)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-03T10:23:04Z",
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          "oid": "ea7317d742646840df2ea3bf9aa31193fb785490",
          "body": "* fix(ingestion): preserve PDF bytes for S3 vectorization\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* fix(terraform): install kuromoji plugin during ragent init\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
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          "headline": "Fix S3 PDF ingestion and install kuromoji during ragent init (#57)",
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          "author_login": "rluisr",
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          "headline": "refactor(ragent): use correct shell variable expansion in init script",
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          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T12:42:45Z",
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          "body": null,
          "is_bot": false,
          "headline": "build(terraform): add create_before_destroy to security groups",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T10:39:44Z",
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          "oid": "c1ff0caace893ec3017a1ad2b26b88ebd40f55e7",
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          "is_bot": false,
          "headline": "refactor(terraform): add name_prefix variable for multi-instance supp…",
          "author_name": "Hasegawa Takuya",
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          "committed_at": "2026-03-31T08:33:27Z",
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        },
        {
          "oid": "afc95c1cdd5b2b7605ac3a1b433181340ed9a651",
          "body": "…nit customization (#55)\n\nAllow consumers to override systemd service units via standard drop-in\nfiles without forking the module. Overrides are written to\n/etc/systemd/system/<service>.service.d/override.conf during cloud-init.\n\nAlso fix pre-existing test failures caused by missing required\ncertificate_arn variable in all test files.",
          "is_bot": false,
          "headline": "feat(terraform): add systemd_service_overrides variable for drop-in u…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-25T09:14:49Z",
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          "headline": "refactor(aws/ragent): improve EC2 instance configuration",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-24T17:06:07Z",
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          "body": "Add Terraform example for deploying RAGent on EC2 with full configuration including VPC, security groups, and instance setup. Update .gitignore to exclude .terraform directories and binary artifacts.",
          "is_bot": false,
          "headline": "feat(terraform): add RAGent EC2 complete example",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-24T16:58:23Z",
          "body_truncated": false,
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        {
          "oid": "ed8bcd920ad9c33d2890448d599052ee0261d315",
          "body": "The .gitignore rule 'ragent*' was too broad, causing ragent-init.sh.tpl\nand ragent-init.service.tpl to be excluded from the repository while\nec2.tf references them via templatefile(). Changed the rule to '/ragent'\nto only ignore the binary at the project root.",
          "is_bot": false,
          "headline": "fix(terraform): add missing ragent-init templates excluded by gitignore",
          "author_name": "rluisr",
          "author_login": "rluisr",
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          "oid": "f768c127756e0e930cae07eb220fbc72b8b7c2f3",
          "body": "…iggers (#54)",
          "is_bot": false,
          "headline": "feat(slacksearch): add EscapeSlackMentions to prevent notification tr…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-19T07:09:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7da374a62ef37cf48b1286d0fc1f84b58e3b3167",
          "body": "Add Terraform module and examples deploying RAGent on AWS:\n- EC2 + S3 Vectors deployment example\n- EC2 + SQLite deployment example\n- Fargate + S3 Vectors deployment example\n- Module supports ALB, IAM, OpenSearch, S3 Vectors, Secrets Manager\n- Include Terraform tests for validation\n\nAlso update AGENTS.md with terraform instructions and add\nsecret-template.json for environment variable management.",
          "is_bot": false,
          "headline": "feat(terraform): add AWS deployment module for RAGent (#53)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-18T14:10:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d61eb4567c39dc8035881639669221f74537045",
          "body": null,
          "is_bot": false,
          "headline": "feat(webui): inject 'secret: true' into markdown front matter",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T16:59:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "2275c9c4f0b688a129cf8c6c7425d8d924e207f7",
          "body": "…#52)\n\n* feat(slacksearch): add explicit control directives for Slack search\n\nAdd support for explicit Slack search control via natural language directives\nin user queries. Users can now specify 'Slack検索を利用せず' / 'without slack search'\nto disable Slack search, or 'Slack検索を利用して' / 'with slack search' \n[…]\nm YAML frontmatter\n(bool and string values) and include it in reserved fields list.\nAlso increase E2E matrix index creation retries (5→10, 3s→5s) to\nreduce flaky failures from slow OpenSearch startup.",
          "is_bot": false,
          "headline": "feat(slacksearch): add explicit control directives for Slack search (…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T15:27:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e6ecfc8be7fad1d47deaf96564ee57aa03184cf9",
          "body": null,
          "is_bot": false,
          "headline": "fix(oidc_auth): clarify transport option in add command",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T14:25:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1717b9b9f20edab0030bff1f0bc437594ab72e8c",
          "body": null,
          "is_bot": false,
          "headline": "feat(webui): add static asset cache-busting with content hash (#51)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T11:10:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7c4072bbca4c0b58c709f884917af8d58a0f146",
          "body": null,
          "is_bot": false,
          "headline": "feat(auth): enrich bypass requests with OIDC token info",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T09:15:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44d40e25998365caaaaf3833cc5987412641f329",
          "body": "…#50)\n\n* feat(webui): add upload secret metadata and refactor dashboard deps\n\n- Add Secret field to DocumentMetadata for marking sensitive uploads\n- Implement applyUploadSecretMetadata helper for upload source type\n- Add secret checkbox to WebUI upload form with CSRF protection\n- Propagate secret me\n[…]\nmically\nmaps it as text type. Term queries require exact match on keyword fields,\ncausing zero results. Category is explicitly mapped as keyword in the\nindex, ensuring the term filter works correctly.",
          "is_bot": false,
          "headline": "feat(webui): add upload secret metadata and refactor dashboard deps (…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T08:42:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1edf4117b319fe230272b75f8ed23c6abd0f581",
          "body": "* feat(webui): add dashboard file upload feature\n\n- Add UploadResult, UploadResponse types and upload constants to types.go\n- Implement POST /api/upload handler with multipart processing\n- Add sanitizeFilename, isAllowedExtension helpers\n- Add vectorizeUploadedFiles for targeted vectorization (no Sc\n[…]\ngo\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "refactor: vertical slice architecture (#49)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:28:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f8ef32ff97cd594516d700d1ec247b7f310e1e50",
          "body": "GITHUB_TOKEN (github-actions[bot]) cannot approve environment\ndeployments because it is not a required reviewer on the e2e-test\nenvironment. Use PAT_TOKEN which authenticates as a reviewer.",
          "is_bot": false,
          "headline": "fix(ci): use PAT_TOKEN for auto-approve environment deployments",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:21:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cbf18b047f146541eb78a1a6b02abf2c1c74743",
          "body": "GITHUB_TOKEN authenticates as github-actions[bot] which is not\na listed reviewer on the e2e-test environment, so\ncurrent_user_can_approve is always false. Remove the filter and\napprove all pending environment IDs directly.\n\nAlso add early exit when the target E2E run is already\ncompleted/cancelled to avoid 3-min timeout.",
          "is_bot": false,
          "headline": "fix(ci): remove current_user_can_approve filter from auto-approve",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:14:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9287977e68469748ae977ef3cce1d04b3c0ceb96",
          "body": "…-server (#48)\n\n- Extract domain interfaces (FileScanner, Vectorizer) into internal/pkg/domain/\n- Move rate_limit.go and slack_result.go from slackbot to slacksearch package\n- Remove standalone webui command and integrate dashboard into mcp-server\n- Add --enable-dashboard and --dashboard-directory flags to mcp-server\n- Add SearchOptions struct to slacksearch types\n- Consolidate shared types across ingestion, query, and slacksearch packages",
          "is_bot": false,
          "headline": "refactor: extract domain types and integrate webui dashboard into mcp…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T07:35:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6a9d3e481ef9aefbd9344e0dd50ef4b6e7c322e",
          "body": "* feat(slackbot): add progress notification for user actions\n\n* fix: add missing SetAssistantThreadsStatusContext to fakeClient mock\n\n- Add SetAssistantThreadsStatusContext method to fakeClient in contract tests\n- Fixes test compilation error after SlackClient interface was updated\n- Also includes g\n[…]\nved).\n\n* fix(ci): retry approval POST until success or 3 min timeout\n\nMerge GET polling and POST into a single retry loop (36 × 5 s).\nHandles both pending-not-yet-created and POST-422 race conditions.",
          "is_bot": false,
          "headline": "feat(slackbot): add progress notification for user actions (#47)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-12T11:07:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d3b5fe8db036d0cce4c892e9d76d313f20e91cff",
          "body": "* feat(cmd): add --export-eval flags to mcp-server and slack-bot commands\n\n* feat(mcpserver): add eval export to hybrid and slack search handlers\n\n* feat(slackbot): add eval export to search adapters\n\n* feat(ci): add auto-approve workflow for E2E tests\n\n* chore(ci): use ubuntu-slim runner for auto-approve workflow",
          "is_bot": false,
          "headline": "feat: add --export-eval flags to mcp-server and slack-bot commands (#46)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T14:41:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4a1493ebc9bec4bf70882bedcd9036491f22e34",
          "body": "* feat(evalexport): add JSONL eval export to chat and query commands\n\n- Add internal/pkg/evalexport package with EvalRecord types and append-only JSONL writer\n- Add --export-eval / --export-eval-path flags to chat and query commands\n- Integrate export logic into query_command.go runHybridSearch/runO\n[…]\nck to model default\n- Update README.md and README_ja.md with documentation\n\n* fix: resolve lint errors (errcheck, staticcheck, unused)\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(embedding): add EMBEDDING_DIMENSION config option (#45)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T12:28:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4212394b4400ae0e3a32503f80a3c4b58690c03b",
          "body": "* feat(evalexport): add JSONL eval export to chat and query commands\n\n- Add internal/pkg/evalexport package with EvalRecord types and append-only JSONL writer\n- Add --export-eval / --export-eval-path flags to chat and query commands\n- Integrate export logic into query_command.go runHybridSearch/runO\n[…]\ner\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(evalexport): add JSONL eval export to chat and query commands (#44)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T08:14:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "088732d231e285a367d536a13250adfecdac562b",
          "body": "* feat(ocr): add Vertex AI support for Gemini OCR client\n\nAdd Application Default Credentials (ADC) support for Gemini OCR,\nenabling use of Vertex AI backend alongside existing API key auth.\n\nChanges:\n- Support both API key and ADC authentication methods\n- Add GEMINI_GCP_PROJECT and GEMINI_GCP_LOCAT\n[…]\ngestion): remove unused gemini model test\n\n* feat(lint): add nilaway to CI and linting configuration\n\n* chore: remove nilaway configuration and script\n\n* chore(ci): integrate zizmor into lint workflow",
          "is_bot": false,
          "headline": "feat(ocr): add Vertex AI support for Gemini OCR client (#43)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-10T12:40:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8165bf3b0d19aada84aa9792c0cce87b797094c5",
          "body": null,
          "is_bot": false,
          "headline": "docs: add AWS Secrets Manager integration guide to README",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-09T10:46:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b622b2f67405095ce665915c6e3a5d1490ac54b",
          "body": "…(#42)\n\n* feat(config): add Secrets Manager fallback for env vars\n\n- Add SecretsManagerClient interface and LoadSecretsIntoEnv helper\n- Use sync.Once to ensure SM is fetched at most once per process\n- Existing env vars take priority over SM values (never overwritten)\n- Integrate into Load() and Load\n[…]\nnvironment requirement to allow tests without approval\n\n* fix(config): disable Secrets Manager in config tests to prevent CI failures\n\n* fix(ingestion): add minimum interval validation for follow mode",
          "is_bot": false,
          "headline": "feat(config): add Secrets Manager fallback for environment variables …",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-09T10:40:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a3c2a84bcd3ff68bb34740c6446f78895d8a6347",
          "body": "* test: add PDF fixture for OCR E2E tests\n\n* test: add 12-pattern E2E backend matrix tests\n\n* ci: add matrix strategy for E2E backend patterns\n\n* test: fix silent error handling in cleanup helpers\n\n* test: add E2E backend matrix tests for comprehensive coverage\n\n- Add 12-pattern E2E test matrix cove\n[…]\n from struct tag\n\n* refactor(ingestion): update default OCR model ID\n\n* refactor(ingestion/pdf): update default model ID prefix\n\n* fix(ci): add retry to matrix index creation to prevent flaky failures",
          "is_bot": false,
          "headline": "test: add E2E backend matrix tests for comprehensive coverage (#41)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T16:52:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "155927d0c91c1658c3b101f38932cbbc3a0baa01",
          "body": "* chore(deps): add godotenv for config test helpers\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* feat(bedrock): add bearer token AWS config builder\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/o\n[…]\nig\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(bedrock): add shared auth config for region and bearer token (#40)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T11:28:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "589ab2735118ab42414d8873a71e510bfc67260b",
          "body": "* refactor(vectorizer): rename S3VectorClient to VectorStore interface\n\n- Rename S3VectorClient -> VectorStore in interfaces.go\n- Rename GetBucketInfo -> GetBackendInfo\n- Add DeleteAllVectors(ctx) (int, error) to VectorStore interface\n- Update all consumers to use VectorStore\n- Add static assertion \n[…]\nhuslabs.ai>\n\n* fix: resolve golangci-lint errors across sqlitevec and pdf packages\n\n* fix: check store.Close error in integration test\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat: add sqlite-vec as alternative vector storage backend (#39)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T08:38:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bb99fe4330e3a49e754f714bec16623d054161f0",
          "body": null,
          "is_bot": false,
          "headline": "fix: resolve golangci-lint errors across sqlitevec and pdf packages",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T08:26:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "365d9cc1e9498c585b7f23f46bdc1db48dd8fcfb",
          "body": "- Use modernc.org/sqlite (CGO-free) instead of ncruces WASM\n  (ncruces WASM fails with i32.atomic.store incompatibility)\n- Regular TABLE with BLOB embedding storage (no vec0 extension needed)\n  vec0 requires C extension which conflicts with CGO-free goal\n- Implement all VectorStore methods:\n  StoreVector (float64→float32→BLOB), ValidateAccess,\n  ListVectors (with LIKE prefix escaping),\n  DeleteVector, DeleteAllVectors, GetBackendInfo\n- 15 tests all passing (TDD)",
          "is_bot": false,
          "headline": "feat(sqlitevec): implement VectorStore interface for sqlite-vec",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T07:16:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1ec79c3c52d77eff109e9b5549a110efc340fb1",
          "body": "- Add github.com/ncruces/go-sqlite3 v0.30.5 (WASM SQLite driver)\n- Add github.com/asg017/sqlite-vec-go-bindings v0.1.6\n- Add tools.go to keep deps in go.mod before active imports\n- modernc.org/sqlite remains for hashstore",
          "is_bot": false,
          "headline": "chore(deps): add ncruces/go-sqlite3 and sqlite-vec-go-bindings",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T06:54:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c299b2b23bd933d4203a5a819ca4d04893e78765",
          "body": "- Add VectorDBBackend field (default=s3)\n- Add SqliteVecDBPath field (default=~/.ragent/vectors.db)\n- Remove required=true from AWS_S3_VECTOR_BUCKET, AWS_S3_VECTOR_INDEX\n- Add runtime validation: s3 backend requires bucket/index\n- Add config tests for new validation logic",
          "is_bot": false,
          "headline": "feat(config): add VECTOR_DB_BACKEND and SQLITE_VEC_DB_PATH settings",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T06:54:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27668a2001ed7df3aee4d1d0381b29107a4404aa",
          "body": "- Rename S3VectorClient -> VectorStore in interfaces.go\n- Rename GetBucketInfo -> GetBackendInfo\n- Add DeleteAllVectors(ctx) (int, error) to VectorStore interface\n- Update all consumers to use VectorStore\n- Add static assertion in S3VectorService",
          "is_bot": false,
          "headline": "refactor(vectorizer): rename S3VectorClient to VectorStore interface",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T06:54:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25085891c89ed86596961a087ec2561c4e050cce",
          "body": "* ci: add zizmor GHA security scanner\n\n- Add pre-commit hook with zizmor-pre-commit (v1.22.0)\n\n- Add GitHub Actions workflow to run zizmor on non-main branch pushes\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* \n[…]\nd.\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "ci: add zizmor GHA security scanner (#37)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-06T19:34:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "034e3210c66b5c636822318d5570580ea522da19",
          "body": "* feat(ingestion): add PDF domain types, config fields, and scanner detection\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-Claude)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* feat(pdf): implement Bedrock OCR client and PDF page reader\n\nUltraworked with [Sisyphus](\n[…]\ns)\n- Add configurable OCR_MAX_TOKENS, OCR_CONCURRENCY, GEMINI_API_KEY settings\n- Update README/README_ja with Gemini OCR documentation\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(pdf): add Gemini OCR provider and improve batch processing (#36)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-06T19:19:49Z",
          "body_truncated": true,
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          "oid": "41f566aeeae408aaaf16197845596cf48f0f1429",
          "body": null,
          "is_bot": false,
          "headline": "Initial commit: RAGent - RAG system CLI tool",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-03T09:16:43Z",
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          "is_coding_agent": false
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    "ai_readiness": {
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            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "16 out of 16 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow 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 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "54 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 123 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 123
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 31,
            "inputs": {
              "source": "osv",
              "advisories": 89,
              "affected_packages": 18,
              "assessed_packages": 123,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 6, moderate 8, unknown 2",
              "direct_affected_packages": 9
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "9 affected: github.com/modelcontextprotocol/go-sdk v0.4.0 (high 8.1), go.opentelemetry.io/otel v1.38.0 (high 7.5), go.opentelemetry.io/otel/sdk v1.38.0 (high 7.0), +6 more",
                "points": 5.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 9,
                      "packages": "github.com/modelcontextprotocol/go-sdk v0.4.0 (high 8.1), go.opentelemetry.io/otel v1.38.0 (high 7.5), go.opentelemetry.io/otel/sdk v1.38.0 (high 7.0)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": "8 advisory-carrying package(s) unaddressed past 90 days; oldest published 169 days ago",
                "points": 17.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 8,
                      "oldest": 169
                    }
                  }
                ],
                "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": 123,
              "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": 1
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 87,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.947,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 7884
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "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": "54 of 57 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 54,
                      "sampled": 57
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "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": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 57",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 57
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 50917,
              "source_files_sampled": 305,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/305 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 305,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "openapi.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "openapi.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "openapi.yaml"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T19:37:43.883692Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/ca-srg/ragent.svg",
  "full_name": "ca-srg/ragent",
  "license_state": "custom",
  "license_spdx": null
}

Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з ca-srg/ragent. Читати поруч →

88marapongo/muPulumi - Infrastructure as Code in any programming language 🚀Відмінний88pulumi/coconutPulumi - Infrastructure as Code in any programming language 🚀Відмінний88pulumi/pulumi-fabricPulumi - Infrastructure as Code in any programming language 🚀Відмінний88cli/cliGitHub’s official command line toolВідмінний88pulumi/lumiPulumi - Infrastructure as Code in any programming language 🚀Відмінний87Pulumi/pulumiPulumi - Infrastructure as Code in any programming language 🚀Відмінний

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

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.26.0 — повна методологія · вікі метрик.

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