Prompts Library

Practitioner prompts that operationalize the disciplines in the book. Each prompt is dated and version-pinned against the AI surface it was validated against. Copy-paste-ready.

Prompts by layer

Dialog interface (Ch 7) — intent clarification, faithful-response framing, assumption-surfacing prompts, dialog-repair openers.
Prefrontal / metacognition (Ch 4) — alternatives-floor prompts, falsifier-naming prompts, calibrated-confidence templates.
Working memory (Ch 5) — NOTES.md templates, scaffolding-loop contracts, verifiable-stop checklists.
Long-term memory (Ch 6) — consolidation-decision prompts, drift-audit templates.
Sensorimotor (Ch 8) — confirmation-gate templates, action-log review prompts.
Failure diagnosis (Ch 11) — region-by-region diagnostic probes.
Materiality calibration (Ch 12) — stakes-assessment prompts, autonomy-posture selectors.
Defensibility (cross-cutting) — defensibility-bundle review templates.

Prompt sub-pages ship as Tier 2 content. Each prompt carries a "verified MM-YYYY" date so freshness is visible; quarterly review cadence keeps the library honest.