CinderZhang/driver-plugin

evolve

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

Quellsprache: Englisch

implement-data

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…

Quellsprache: Englisch

validate

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

Quellsprache: Englisch

using-driver

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

Quellsprache: Englisch

help

DRIVER overview, available skills, and philosophy explanation

Quellsprache: Englisch

reflect

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

Quellsprache: Englisch

implement-screen

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

Quellsprache: Englisch

init

Initialize a new DRIVER project with the expected directory structure

Quellsprache: Englisch

represent-datamodel

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.

Quellsprache: Englisch

represent-roadmap

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

Quellsprache: Englisch

represent-shell

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.

Quellsprache: Englisch

represent-tokens

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.

Quellsprache: Englisch

status

Show current DRIVER project status and suggest next steps

Quellsprache: Englisch

define

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

Quellsprache: Englisch

represent-section

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

Quellsprache: Englisch

research

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

Quellsprache: Englisch