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MODEL AGNOSTIC PROMPTS

GPTClaudeGemini··▲ 1,148 copies·updated 2026-07-14

model-agnostic-prompts.prompt

# Model-Agnostic Prompt Templates

> **Purpose**: Universal prompt structures that work across all frontier LLMs

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## 🎯 Design Principles

1. **Explicit over Implicit** - No guessing, clear instructions
2. **Structured over Free-form** - Use tables, lists, code blocks
3. **Verifiable over Assumed** - Define success criteria
4. **Hierarchical over Flat** - Reference external files
5. **Actionable over Descriptive** - Command verbs (MUST, CANNOT, ALWAYS)

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## 📋 Universal Instruction Format

### Header Template

when to use it

Community prompt sourced from the open-source GitHub repo oleksiitrembach/gigaspec (Apache-2.0). A "MODEL AGNOSTIC PROMPTS" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.