Modern file and content search using fd, ripgrep (rg), and fzf. Triggers on: fd, ripgrep, rg, find files, search...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Modern find-and-replace using sd (simpler than sed) and batch replacement patterns. Triggers on: sd, find replace,...
Enhanced git operations using lazygit, gh (GitHub CLI), and delta. Triggers on: stage changes, create PR, review PR,...
Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories....
Convert local documents to Markdown using Microsoft's markitdown CLI. Best for: PDF, Word, Excel, PowerPoint, images...
Model Context Protocol (MCP) server patterns for building integrations with Claude Code. Triggers on: mcp server,...
Detects stale project plans and suggests session commands. Triggers on: sync plan, update plan, check status, plan...
Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather,...
CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich,...
Fast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, python...
FastAPI web framework patterns. Triggers on: fastapi, api endpoint, dependency injection, pydantic model, openapi,...
Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus,...
pytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test coverage,...
Python type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy,...
Code review with semantic diffs, expert routing, and auto-TaskCreate. Triggers on: code review, review changes,...
Set tool permissions for Claude Code. Configures allowed commands, rules, and preferences in .claude/ directory....
Generate PhD-level expert agent prompts for Claude Code. Creates comprehensive 500-1000 line agents with detailed...
Quick reference for common SQL patterns, CTEs, window functions, and indexing strategies. Triggers on: sql patterns,...
Search code by AST structure using ast-grep. Find semantic patterns like function calls, imports, class definitions...
Quick reference for Tailwind CSS utility patterns, responsive design, and configuration. Triggers on: tailwind,...
Generate tests with expert routing, framework detection, and auto-TaskCreate. Triggers on: generate tests, write...
Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test,...
Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight...
REST/GraphQL/gRPC API design best practices. Use when designing APIs, defining contracts, handling versioning....