Capablio

Handbook

Phase 4 — validated intelligence (research gate)

Phase 4 AFF capabilities (psychometric bridges, calibrated short forms, benchmarks, controlled experiments) require psychometric sign-off before any AFF-* row may flip to Implemented.

Updated

In scope (research only)

  • Item bridges between Thomas / external instruments and native constructs
  • Calibrated short-form selection under reliability targets
  • Normative benchmarks and cohort comparisons
  • A/B experiments on assembly and cadence policies

Out of scope until charter approval

  • Production UI claims for validated intelligence
  • Automatic blending of external scores into native family trend APIs
  • Benchmark-driven PDP proposals without human confirm

Deliverables

  1. Product workshop outcomes logged in 16-open-questions.md
  2. Psychometric review memo (external)
  3. Experiment design templates in docs/framework/research/

Gate

Do not implement Phase 4 cycles in forge360 until this charter is approved and open questions are resolved.