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Knowledge pack for AIt — a personal AI platform with monorepo architecture, RAG pipeline, OAuth connectors, and BullMQ scheduling.
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/aibot88/sec_skill_store --skill ait명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
SKILL.md 표시 중
SOC 직업 분류 기준
| name | ait |
| description | Knowledge pack for AIt — a personal AI platform with monorepo architecture, RAG pipeline, OAuth connectors, and BullMQ scheduling. |
| metadata | {"author":"mateonunez","version":"1.0.0","source":"private","stack":"pnpm monorepo, Fastify, Drizzle ORM, Qdrant, Ollama, BullMQ, React + Vite"} |
Personal AI platform built as a pnpm monorepo. Connects to external services (GitHub, Spotify, Linear, Notion, Slack, Google) via OAuth, syncs data through an ETL pipeline, stores embeddings in Qdrant, and provides RAG-powered AI responses via Ollama.
Result<T, E> pattern with ok() / err() — never throw in business logicnode:test with describe/it, borp runner, c8 coverageI prefix interfaces, camelCase methods, SCREAMING_SNAKE constants, kebab-case files.types.ts, spec files: .spec.ts@ait/*| Category | Reference | Description |
|---|---|---|
| Core | core-architecture | Layered architecture, data flow, package structure |
| Core | core-entity-types | Normalized entity types with __type strings |
| Core | core-result-type | Result<T,E>, ok(), err() usage patterns |
| Features | features-oauth | Encrypted credentials, factory pattern, token refresh |
| Features | features-rag | Qdrant, multi-query retrieval, reranking, streaming |
| Features | features-scheduler | BullMQ, priority queues, repeatable jobs |
| Features | features-connectors | GitHub, Spotify, Linear, Notion, Slack, Google connectors |
| Best Practices | best-practices-testing | Node.js native test runner, Docker services, c8 coverage |
# Development
pnpm dev # Start all packages in parallel
pnpm start:services # Docker: PostgreSQL, Qdrant, Redis, Ollama, MinIO
pnpm test # Run all tests (starts test services automatically)
pnpm migrate # Run Drizzle migrations
pnpm generate:openapi # Generate OpenAPI specs for connectors
# Ports
# PostgreSQL: 5432 | Qdrant: 6333 | Redis: 6379
# Ollama: 11434 | MinIO: 9090 | Langfuse: 3333
# Gateway: 3000 | UIt (UI): 5173
# Models (env)
GENERATION_MODEL=gemma3:latest
EMBEDDINGS_MODEL=mxbai-embed-large:latest
// Result pattern
const result = await someOperation();
if (result.ok) {
console.log(result.value);
} else {
console.error(result.error);
}
// Connector factory
const service = connectorServiceFactory.getServiceByConfig(configId, userId);