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prompt-framework

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A model-agnostic layered cognitive framework for LLMs. Improves coherence, emotional clarity, structural reasoning, and creative depth across GPT, Claude, Gemini, Grok, Mistral, and others—while reducing token waste and internal contradiction.

  • Updated Feb 20, 2026

A meta-prompting system that transforms raw prompts into production-ready, XML-structured prompts optimized for Claude Opus 4.6. 10 codified rules, 10-component framework, complexity-based routing — based on Anthropic's official best practices.

  • Updated Feb 10, 2026

Object-Oriented Prompt Design (OOPD): オブジェクト指向型汎用プロンプト用語定義 (Object-Oriented Terminology for Prompt Design)

  • Updated Apr 10, 2025
  • Python

UPB Forge Framework: An enhanced HTML structure acting as a "Document-as-OS" to guide AI assistants (like Gemini 2.0 flash thinking - 2.5 Pro, ChatGPT 4.1) in complex, context-aware tasks using Prompt IDs, layered instructions, and expert personas for writing, analysis, coding, and game design conceptualization.

  • Updated May 21, 2025
  • HTML

KERNEL Ω est une architecture cognitive unifiée pour LLMs. En fusionnant Graph of Thoughts, Self-Discover et Few-Shot Introspectif, il transforme les générateurs de texte linéaires en moteurs d'inférence réflexifs capables de douter, de s'auto-corriger et de cartographier leur propre pensée.

  • Updated Feb 13, 2026

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