Browse Skills

Experiment Bridge turns an experiment plan into running GPU experiments by implementing code, reviewing it, deploying it, and collecting initial results. Use it after idea refinement and before the auto review loop.

Experiment Plan turns a refined research proposal into a detailed, claim-driven experiment roadmap. It specifies experiment blocks, baselines, metrics, and run order to defend a paper's core claims.

Experiment Queue orchestrates large batches of ML experiments on SSH remote GPU servers with state tracking, OOM retry, stale-screen cleanup, and wave transitions. Use it for multi-seed sweeps, grid searches, teacher-student chains, or any 10+ job batch that needs orchestration beyond a single run.

Feishu Notification sends status updates and checkpoint alerts to Feishu/Lark via webhook or interactive bridge. Use it when a user asks to notify Feishu or when other skills need to report experiment results, review scores, or pipeline steps.

Figure Description processes user-provided patent figures and generates formal drawing descriptions with reference numerals. Use it when you need to create figure captions, assign reference numerals, and cross-reference them to patent claims.

FigureSpec generates deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON into editable SVG. Use it when you need precise, editable, publication-ready vector figures for architecture or workflow diagrams rather than AI illustration.

Formula Derivation structures and derives research formulas, turning scattered equations and assumptions into a coherent derivation package or a blocker report. Use it when the target formula is not yet fixed or when you need a theory line rather than a finished theorem proof.

Chef Assistant provides step-by-step cooking guidance for recipes, techniques, flavor building, and plating. Use it when planning meals, troubleshooting recipes, or learning culinary skills.

Code Formatter formats Python files using black. Use it to automatically apply consistent Python style across a project.

Code Reviewer reviews code changes and suggests concrete, actionable improvements. Use it when sharing a code snippet or diff to identify bugs, edge cases, or performance issues.

Config Reader reads configuration files and prints their contents for inspection. Use it to view config file contents without modifying them.

Creative Writing Coach helps users craft compelling stories and narratives. Use it when you need assistance with plot, character development, or prose styling.