# Fast Copy Workflow

Quick, creative copy generation with minimal research.

## When to Use

- Simple copy requests (social posts, short descriptions)
- Time-sensitive content needs
- Clear context already provided

## Workflow Steps

1. **Screenshots provided** → Use `mk:ai-multimodal` skill to analyze context
2. **Videos provided** → Use `mk:ai-multimodal` video-analysis for context
3. **Write** → Use `fullstack-developer` agent directly to produce copy

## Speed Optimization

- Skip research phase—use provided context
- Apply formulas from `copy-formulas.md` directly
- Single-pass writing, minimal revision

## Best For

- Social media posts
- Short product descriptions
- Quick email drafts
- Ad variations
- Micro-copy (buttons, labels, tooltips)
