driver-plugin

Use when all sections are complete - improves the workflow, refines the artifact, extracts patterns, and generates the final driver-plan/ export package

Use when a Python project needs realistic sample data — generates CSV files, Pydantic models, and a data loader module for any financial domain (equities, FX, futures, options, crypto, fixed income, etc.). For React projects, generates data.json and TypeScript types instead.

Use to cross-check implementation against known answers, reasonableness, edge cases, and AI-specific risks - evidence before claims

Use at session start for any product development work - establishes Cognition Mate relationship and DRIVER workflow

DRIVER overview, available skills, and philosophy explanation

Use after /evolve to capture learnings - especially tech stack lessons and what didn't work

Use when ready to build a section - builds and runs code, showing results immediately (show don't tell)

Initialize a new DRIVER project with the expected directory structure

Use after /define to establish the core entities (nouns) of your system - names, descriptions, and relationships only, not database schemas. Optional for simple quant tools.

Use after /define to break the product into 3-5 buildable sections - plans what to build on top of existing foundations

Use when building a React web app that needs navigation design - sidebar, top nav, or minimal header. Skip entirely for Streamlit or Dash apps which handle navigation natively.

Use when building a web app that needs custom colors and typography - picks from Tailwind palette and Google Fonts. Skip entirely for quant tools using Streamlit or Dash.

Show current DRIVER project status and suggest next steps

Use when starting any new project - establishes vision through 开题调研 (integrated discover & define with parallel research)

Use to define what a section needs to do before building - optional for quant tools where show-don't-tell is preferred

Use anytime you need to research what exists - libraries, approaches, references - lightweight 分头研究 at any stage