Copy + Seed Forge
Do not use when
- •The request is unrelated to this domain or requires a different specialized skill.
- •The user asks only for high-level discussion without applying this workflow.
- •Another skill has a tighter, more specific trigger for the same request.
Example user requests
- •"Apply copy seed forge to improve this feature."
- •"Use copy seed forge and give me the concrete deliverables."
- •"Can you run a full copy seed forge pass on this repo?"
- •"I need step-by-step execution using copy seed forge."
Goal
Eliminate AI-ish copy and enforce domain realism with seeded data.
When to use
- •Copy is generic.
- •UI lacks realistic data.
Minimal inputs (ask only if missing)
- •Entities + statuses.
- •Tone constraints.
Procedure (MUST)
- •Identify entities and states.
- •Write microcopy per screen.
- •Seed dataset (20–60 rows) with realistic distributions.
- •Validate layout under edge values.
Outputs (MUST produce)
- •
docs/microcopy.md. - •Seed dataset + import notes.