CLAUDE.md

Implement research papers from arxiv. Use when the user provides an arxiv link, asks to implement a paper, or wants to reproduce research results.

Interview-driven specification development. Use when starting a new project, after context compaction, when SPEC.md is missing or stale, or when the user needs to clarify project architecture. Triggers on "spec", "interview me", "what are we building", or when substantial work is requested without clear requirements.

Delegate complex tasks to sub-agents for parallel autonomous work. Use when GPU kernel optimization, numerical correctness verification, performance profiling, or long-running validation would benefit from focused independent execution.

Provision and manage Voltage Park H100 GPU instances. Use when the user needs to spin up H100s, SSH into VP instances, transfer files, or terminate cloud GPU instances.