aryaniyaps Lamina Evaluation
Reference-loading protocol
- Match the request's primary evaluation method to one row below.
- Open that linked reference before answering. Add another only when a second method materially changes the answer; do not preload the directory.
- Start the response with
Using lamina-evaluation: <topic path(s)>so the selected evaluation lens is auditable.
Topic index
| Evaluation signal | Read | Adds |
|---|---|---|
| Need actors to attempt workflows and edge probes on a built product | Actor Evaluation | Persona-based walkthrough method and reproducible blockers |
| Need specialists to inspect a contract or live product through explicit lenses | Expert Lens Review | parallel lens coverage tied to evidence and contract refs |
| Need success metrics, analytics interpretation, or experiment claims | Metrics Discipline | measurement boundaries and anti-fabrication rules |
Working rule
Use the smallest sufficient reference set. Actor evaluation requires a runnable product; use expert review before build or when a lens-specific inspection is requested. Pair either with metrics discipline only when real measurements or a measurement plan are in scope.