From opportunity signal to buildable product spec.

Market, bot and seo_bot provide opportunities, product_bot applies PM reasoning and local skills, and coder_bot receives a clear development contract.

Flow: Product Bot PRD Machine

1

Market / SEO signal

2

PM judgment

3

MVP boundary

4

PRD markdown

5

Coder_bot handoff

The PRD Assembly Line

1

Market / SEO signal

Inputs: Keywords, Trends
Outputs: Traffic desk

2

PM judgment

Inputs: Opportunity
Decision: Viable, Shippy

3

MVP boundary

Inputs: Features
Decision: Scope, Focus

4

PRD markdown

Inputs: MVP
Deliverable: .md spec

5

Coder_bot handoff

Inputs: PRD
Outcome: Implementation

▣ PRD Decision Checklist

✧ Current Bot Local Skills

Product Bot keeps a set of specialized PM skills: keyword research, scope definition, and technical writing without exposing company IP/data.

✹ The Coder Bot Handoff

✓ Strict page structure

✓ Input/output rules

✓ Defined error states

✓ Selected SEO intents

✓ Clear acceptance tests