Prompt Governance Kit

Operational templates for teams and enterprise rollout.

How Teams Use This

Use these templates to standardize prompt quality reviews, safety checks, and deployment readiness.

Prompt Review Checklist

  • Goal and audience are explicit
  • Output format and constraints are defined
  • No sensitive/private data included
  • Validation criteria are included

AI Safety Checklist

  • Prompt avoids confidential information
  • High-impact outputs require verification
  • Model assumptions are requested explicitly
  • Fallback/rollback plan exists for bad outputs

Deployment Checklist

  • Prompt passed coaching threshold
  • Scenario tests have been run
  • Owner and review cadence assigned
  • Versioning and change log updated

Recommended Team Workflow

  1. Create prompt in Builder and run Coaching Loop.
  2. Validate score trend and weakness patterns in Dashboard.
  3. Apply governance checklist before publishing to shared use.