cyberneticlibrary

Evaluate docs against cold-start personas

docs-reader-personasworkflowsetup L20
chughtapan/safer-by-default
What it does

Extract reader personas from documentation in one cold-start round

Best for

Persona extraction when docs are rich + you want diverse concurrent reads with deterministic aggregation

Inputs
  • · [object Object]
  • · [object Object]
Outputs
  • · [object Object]
Preconditions

Docs folder readable; 4 personas run in parallel; deterministic aggregate weighting by severity

Failure modes

Personas hallucinated without doc evidence; quote not verbatim; no convergence on persona archetype

Trust signals
  • · Cold-start (no prior personas)
  • · 4-persona parallel read
  • · Severity-weighted aggregate