Workflow contract
What this starter gives you
- Gathers analyst mentions and external references worth follow-up from research and content signals
- Clusters themes, openings, and follow-up opportunities
- Produces an analyst mention queue ready for review
Measure the first run
Key KPI
- analyst mentions actioned
- time-to-brief
- follow-up conversion rate
Trust boundary
Security notes
- Cite sources clearly and keep low-confidence claims out of publish-ready output.
- Require human review before publishing external-facing content or competitive claims.
Start safely
Read the guide, inspect the sample, then run a narrow draft.
Verify the listed skills, use a small source window, keep output draft-only, and add human approval before any external write or outbound message.