Discover Databases skills, compare source repositories and read the instructions for each workflow.
Systematic code review and evaluation tool for Python/FastAPI projects. Use when reviewing PRs, evaluating code quality, checking architecture compliance, or providing feedback on implementations. Triggers on "...
Chat 서비스의 영속화 레이어 가이드. Checkpointer(멀티턴 컨텍스트), Message Persistence(PostgreSQL), Redis Streams Consumer 아키텍처 및 트러블슈팅. Use when: (1) chat.messages 테이블이 비어있을 때, (2) checkpoin...
OpenAI/Gemini Function Calling을 활용한 에이전트 구현 가이드. LLM이 외부 API를 Tool로 호출하는 패턴. "function calling", "tool", "agent", "openai tools", "gemini tools" 키워드로 트리거.
LangGraph 1.0+ 파이프라인 구축 가이드. Intent-Routed Workflow, Subagent 패턴, Checkpointing, Conditional Routing 구현 시 참조. "langgraph", "pipeline", "graph", "workflow", "subagent", "checkpointer" 키워드로...
gRPC 서비스 통합 가이드. Port/Adapter 패턴, Proto 정의, Async Client 구현 시 참조. "grpc", "proto", "subagent", "character", "location", "rpc" 키워드로 트리거.
RAG (Retrieval-Augmented Generation) 파이프라인 구현 가이드. Contextual Retrieval, Evidence Tracking, Phase 1-4 평가 시 참조. "rag", "retrieval", "retriever", "evidence", "citation", "nugget" 키워드로 트리거.
Git Flow 브랜치 전략 및 PR 절차 가이드. 브랜치 생성, 커밋, PR 작성 시 참조. "branch", "commit", "PR", "pull request", "merge", "git flow" 키워드로 트리거.
Kubernetes 운영/디버깅 가이드. Pod 트러블슈팅, 로그 분석, 네트워크 진단, 클러스터 구조, GitOps/ArgoCD, Operator/CRD/CR, Helm 배포 시 참조. "k8s", "kubernetes", "pod", "debug", "logs", "kubectl", "argocd", "helm...
프롬프트 엔지니어링 가이드. 프롬프트 템플릿 설계, 평가, 최적화 시 참조. "prompt", "template", "system prompt", "few-shot", "chain-of-thought" 키워드로 트리거.
Redis 패턴 가이드. Cache-Aside, Rate Limiting, Pub/Sub, Streams 구현 시 참조. "redis", "cache", "rate limit", "pubsub", "streams" 키워드로 트리거.
Eco² Chat 서비스 E2E 테스트 및 디버깅 가이드. API 엔드포인트, SSE 이벤트 스트림, Redis Streams 파이프라인, Intent 분류 시스템. Use when: (1) Chat API E2E 테스트 시, (2) SSE 이벤트 수신 문제 해결 시, (3) Intent...
Guide for implementing Clean Architecture in Python/FastAPI projects. Use when creating new modules, refactoring existing code to Clean Architecture, designing layer structures, or implementing Port/Adapter pat...
Guides creating detailed execution plans for features, refactors, and code changes. Use when user requests a gameplan, or when user invokes /gameplan.
Guides TypeScript refactoring operations including moving files, moving symbols between files, and renaming symbols across the codebase. Use when user wants to reorganize code structure.
Investigate, reproduce, and fix a bug in the codebase. This agent follows a systematic debugging methodology that prioritizes understanding the root cause before implementing fixes. It creates reproducible test...
Autonomous documentation maintainer that ensures code changes are reflected in documentation
Autonomous email agent that reads, summarizes, triages, and responds to emails via Gmail. Use when user wants help managing their inbox or processing emails.
Audits Python dependencies for security vulnerabilities and best practices. Use before PR or after adding dependencies.
Standardized Pull Request creation with consistent formatting. Use when user says "create pr" or "ready to merge".
Automatically generates changelog entries from git commit history using conventional commits
Validates that no secrets or sensitive data are being committed. Use before commit or PR creation.
Creates and manages SessionStart hooks for Claude Code to ensure development environment is ready
Automated test execution before commits to prevent broken code from entering the repository. Use when user wants to run tests, is about to commit, or before creating a PR.
Execute frontend task implementation with TDD. Read task file, execute steps, verify each, update status. Use this skill when: - User asks to "implement task/plan", "start implementation", "execute plan", or "...
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