AI Agent Skills

The best way to get AI coding agents to solve hard problems in complex codebases.

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

narrow React component prop types to match live code paths

improve a CLAUDE.md file using <important if> blocks to improve instruction adherence

Help the user understand the current topic visually with concise diagrams, code-shape sketches, and focused HTML artifacts.

build a repo-local skill and install a matching iterated coding-agent GitHub Actions workflow, prompt, memory file, and reference templates

interview the user to design an agentic control loop (sensor, controller, actuator under disturbances) tailored to their codebase, then build it as locally-runnable comp…