编码规范、框架、重构、代码审查（1.8万 个）
Detect Claude Code context compaction events in session JSONL logs. Identifies compaction boundaries, measures token delta before/after, reports compaction events with timestamps and token impact.
中文简介正在准备中。当前显示原文说明。
Requires detailed type annotations for all Python functions, methods, and class members.
中文简介正在准备中。当前显示原文说明。
Structured debug log analysis for Claude Code sessions — auto-discovers most recent log, runs reducer, extracts error patterns, correlates with full log, produces observability report. Fills 5 identified gaps: hook error body capture, agent identity, file path tracking, stall correlation, success visibility.
中文简介正在准备中。当前显示原文说明。
Systematic 4-phase debugging with root cause investigation. Use when fixing bugs to prevent random fixes.
中文简介正在准备中。当前显示原文说明。
This rule enforces the Don't Repeat Yourself principle to avoid code duplication and improve maintainability.
中文简介正在准备中。当前显示原文说明。
Discover, parse, and call external HTTP APIs at runtime using OpenAPI specs, tool templates, and iterative chaining. Adapted from UTCP (Universal Tool Calling Protocol) patterns for Node.js and Claude Code agents.
中文简介正在准备中。当前显示原文说明。
Creates command files for the Claude Code framework. Commands are user-facing shortcuts that delegate to skills.
中文简介正在准备中。当前显示原文说明。
Context-Driven Development methodology - treating project context as managed artifacts alongside code for consistent AI interactions and team alignment.
中文简介正在准备中。当前显示原文说明。
Database expert including Prisma, Supabase, SQL, and NoSQL patterns
中文简介正在准备中。当前显示原文说明。
Two-agent cleanup pattern. Implementer works freely, then a dedicated cleanup agent removes unused imports, console.logs, commented-out code, dead code, and formatting issues. Produces a diff of what was cleaned.
中文简介正在准备中。当前显示原文说明。
Database design and optimization specialist. Schema design, query optimization, indexing strategies, data modeling, and migration planning for relational and NoSQL databases.
中文简介正在准备中。当前显示原文说明。
Use ast-grep for AST-based code pattern matching.
中文简介正在准备中。当前显示原文说明。
C++ coding standards and best practices.
中文简介正在准备中。当前显示原文说明。
Estimate per-turn token attribution across 6 categories in Claude Code sessions to show where context budget is spent
中文简介正在准备中。当前显示原文说明。
Programmatic code style validation using AST analysis. Complements (not replaces) code-style rules by providing automated checking and instant feedback.
中文简介正在准备中。当前显示原文说明。
Safe codebase cleanup: delete AI slop, consolidate duplicates, update imports — always test-verified before committing
中文简介正在准备中。当前显示原文说明。
Validates commit messages against Conventional Commits specification using programmatic validation. Replaces the git-conventional-commit-messages text file with a tool that provides instant feedback.
中文简介正在准备中。当前显示原文说明。
Code quality expert including clean code, style guides, and refactoring
中文简介正在准备中。当前显示原文说明。
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.
中文简介正在准备中。当前显示原文说明。
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.
中文简介正在准备中。当前显示原文说明。
Structural code graph queries via CodeGraphContext MCP (tree-sitter + KuzuDB). Find callers, callees, class hierarchies, dead code, and module dependencies.
中文简介正在准备中。当前显示原文说明。
Specifies the preferred syntax for asynchronous operations using async/await and onMount for component initialization. This results in cleaner and more readable asynchronous code.
中文简介正在准备中。当前显示原文说明。
API development expert including REST design, OpenAPI, and documentation
中文简介正在准备中。当前显示原文说明。
Search and retrieve academic papers from arXiv.org using WebFetch and Exa. No MCP server required - uses existing tools to access arXiv API directly.
中文简介正在准备中。当前显示原文说明。