Create a new Rails project
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Configure a Rails project to work with Conductor (parallel coding agents)
Clerk Organizations for B2B SaaS - create multi-tenant apps with org switching, role-based access, verified domains,...
XGBoost machine learning best practices for training, tuning, and deploying gradient boosted models. Use when...
Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight...
Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test,...
Generate tests with expert routing, framework detection, and auto-TaskCreate. Triggers on: generate tests, write...
Quick reference for Tailwind CSS utility patterns, responsive design, and configuration. Triggers on: tailwind,...
Search code by AST structure using ast-grep. Find semantic patterns like function calls, imports, class definitions...
Quick reference for common SQL patterns, CTEs, window functions, and indexing strategies. Triggers on: sql patterns,...
Generate PhD-level expert agent prompts for Claude Code. Creates comprehensive 500-1000 line agents with detailed...
Set tool permissions for Claude Code. Configures allowed commands, rules, and preferences in .claude/ directory....
Code review with semantic diffs, expert routing, and auto-TaskCreate. Triggers on: code review, review changes,...
Python type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy,...
pytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test coverage,...
Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus,...
FastAPI web framework patterns. Triggers on: fastapi, api endpoint, dependency injection, pydantic model, openapi,...
Fast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, python...
CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich,...
Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather,...
Detects stale project plans and suggests session commands. Triggers on: sync plan, update plan, check status, plan...
Model Context Protocol (MCP) server patterns for building integrations with Claude Code. Triggers on: mcp server,...
Convert local documents to Markdown using Microsoft's markitdown CLI. Best for: PDF, Word, Excel, PowerPoint, images...
Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories....