wanshuiyin

Autonomous design space exploration loop for computer architecture and EDA.

Write detailed embodiment descriptions for patent specifications.

AI-powered web search via Exa with content extraction.

Audit experiment integrity before claiming results.

Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap.

SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention.

Send notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Use when user says "send to Feishu

Process user-provided patent figures and generate formal drawing descriptions.

Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable…

Structures and derives research formulas when the user wants to derive formulas, build a theory line, organize assumptions, turn scattered e

Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a…

Search research papers via Gemini for broad literature discovery.