aims-toolkit

Architecture review specialist. Focuses exclusively on architectural concerns: layer violations, dependency direction, separation of concerns, pattern misuse, and circular dependencies.

Code implementation specialist. Use when writing new code, modifying existing code, or refactoring. Follows existing patterns and conventions precisely.

Logic and correctness review specialist. Focuses exclusively on edge cases, null handling, business logic correctness, error handling, and state transitions.

Performance review specialist. Focuses exclusively on performance concerns: N+1 queries, memory leaks, unnecessary computation, concurrency issues, and missing caching.

Readability and convention review specialist. Focuses exclusively on naming, function size, file size, nesting depth, DRY violations, and code style consistency.

아키텍처, 설계, 시스템 설계, 구조 설계, 레이어 설계, 블루프린트, 컴포넌트 설계 - Design systems, layer structures, module boundaries, and feature architectures. Outputs actionable blueprints with file paths. Use when planning architecture for new features or restructuring existing systems. Do NOT use for code implementation (use feature-development) or code-level refactoring (use refactor-cleaner).

자동 문서화, 문서 업데이트, 아키텍처 문서, memory, 변경 기록, ADR, 의사결정 기록 - 작업 완료 후 프로젝트 문서를 자동 생성/업데이트한다. architecture.md, memory.md, decisions/ ADR을 관리하며 memory.md 로테이션을 수행한다. Use when a development task is completed and documentation needs updating. Also use standalone to generate or refresh project documentation. Do NOT use for writing specs or proposals (use doc-coauthoring) or PRD (use prd-strategist).

브레인스토밍, 아이디어, 기획, 구상, 아이디어회의, 설계, 요구사항 분석, 접근법 탐색 - Use before creating new features or significant changes to explore user intent, requirements, and design options. Collaborative brainstorming through step-by-step questioning. Do NOT use for simple bug fixes, config changes, or tasks with clear requirements already defined.

빌드 에러, 빌드 오류, 컴파일 에러, 빌드 실패 해결, 의존성 에러 - Specialized in resolving build errors, compilation failures, and dependency issues. Use when build fails, compilation errors occur, or dependency conflicts arise. Do NOT use for runtime bugs or logic errors (use debug-specialist instead).

코드 컨벤션, 코딩 스타일, 코드 스타일, 네이밍, 컨벤션, 타입스크립트, 파이썬, 자바, 함수 크기, 파일 크기 - Code style reference for TypeScript, Python, and Java. Provides naming rules, function/file size limits, and formatting conventions. Use when writing or reviewing code style. Do NOT use as primary skill for code reviews (use code-reviewer) or refactoring (use refactor-cleaner).

pyright-langserver

typescript-language-server

jdtls

sourcekit-lsp