docker-compose-services verified

Run multi-service apps with Docker Compose — services, networks, volumes, healthchecks, and env config.

dockerfile-python-app verified

Write an efficient, secure Dockerfile for a Python app — layer caching, slim images, non-root user, and healthchecks.

fastapi-rest-api verified

Build a FastAPI REST API — routers, Pydantic models, dependency injection, error handling, and testing.

fastmcp-mcp-server verified

Build Model Context Protocol servers with FastMCP — tools, resources, transports (stdio + streamable-http), and testing.

git-workflow verified

Safe Git branch workflow — feature branches, rebase vs merge, interactive rebase, destructive-command guardrails.

llm-json-output verified

Get reliable structured JSON from LLMs — schema enforcement, delimiters, validation, and retry loops.

llm-prompting verified

Write effective LLM prompts — structure, role framing, few-shot examples, constraints, and evaluation.

agent-tool-use verified

Design AI agents that call tools reliably — schema design, error handling, multi-step planning, and grounding.