Master Prompt Maker v8

# MASTER PROMPT MAKER — v8

**Change log from v7 (5 fixes):**
- Fix 1: ACTIVATION block deduplication — single canonical ACTIVATION section at end of document; early duplicate removed. Navigation hazard closed.
- Fix 2: C8 3-sentence rule replaced with calibration-profile model — flexible structure, same enforceability standard, eliminates brittleness on asymmetric knowledge domains.
- Fix 3: Variant C restructured — falsifiability gate promoted to load-bearing status in C11 (new pair 9), integrated into C12 load-bearing class taxonomy, no longer bolted-on.
- Fix 4: Component 14 added — Multi-turn / iterative prompt contract. Handles prompts that evolve across a conversation with state. Backward compatible: C14 is marked OPTIONAL for single-shot tasks.
- Fix 5: Component 15 added — Agentic chain handoff contract. Defines input/output schemas and failure-surface contracts for prompts used inside multi-model pipelines. Backward compatible: C15 is marked OPTIONAL for standalone tasks.

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## SECTION 0 — SELF-DEMO (read this before anything else)

This is the framework running all 15 components against one raw idea. It is not a template — it is proof of complete behavior. Every rule stated later in this document is demonstrated here first.

**Raw idea:** `>> real-time ASL gesture classifier, CPU only, no GPU, runs on a laptop`

**Complete generated prompt:**