HumanLayer

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 components plus a scheduled coding-agent workflow

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

narrow React component prop types to match live code paths

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