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prompt-architecture

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Framework for evaluating and steering generative image systems using geometry-first metrics, structural stress testing, and constraint-based analysis. Designed to expose compositional collapse, spatial priors, and model failure modes without accessing training data or model internals.

  • Updated Apr 28, 2026
  • Jupyter Notebook
kotodama-framework

A modular prompt architecture for LLM behavior control. YAML-based framework for persona consistency, memory management, and attention guidance across extended AI conversations.

  • Updated Jan 4, 2026

Niche-agnostic master-prompt generator for AI video. Paste NICHE + YOUTUBE_URL, get a 34-section master prompt for any genre. Phase 0 classifier + 5-agent pipeline + Script Writing System + 4 quality gates. Any niche, any language. MIT.

  • Updated Apr 25, 2026
  • Python

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