Non-Social Signal Metrics

Rationale & Context

Likes optimize for short-term affect. Signal metrics optimize for builder usefulness and decision readiness.

Constraints & Non-Goals

• —No gamification.
• —Explainability preferred.
• —Avoid false precision.

Feasibility Gradient

Define 6–8 dimensions → test inter-rater reliability → publish rubric → iterate slowly.

Next Actions

1. Draft a scoring rubric for coherence.
2. Run a blind rating test with 5 sample projects.
3. Choose display format (badges vs meters).