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MetaPrompts

A collection of advanced meta-prompts designed to generate, optimize, and evaluate other prompts. These prompts are crafted to enhance agentic behaviors, structured output, and reasoning capabilities in Large Language Models.

📂 Prompt Collection

🧭 The Navigator

Prompts that guide you to the right framework for your specific needs.

Prompt Name Version Description
Meta-Prompt Framework Selector v3 Analyzes your intent and selects the perfect framework from the library.

⚙️ The Generator

Prompts focused on creating high-quality, agentic, and structured outputs.

Prompt Name Version Description
Agentic Prompt Generator v5 Generates prompts for agentic, tool-using, and methodically-reflective LLMs.
Chain of Thought (CoT) Generator v1 Designs prompts that encourage step-by-step reasoning and logic.
C.R.I.S.P.E. Prompt Generator v2 Framework for Capacity, Role, Insight, Statement, Personality, and Experiment.
Few-Shot Data Synthesizer v1 Generates synthetic data examples for few-shot learning and context.

🏗️ The Blueprint

Frameworks and structures for defining comprehensive and robust prompts.

Prompt Name Version Description
C.O.S.T.A.R. Prompt Generator v2 Creates structured prompts using the Context, Objective, Style, Tone, Audience, Response framework.
C.R.A.F.T. Prompt Generator v4 Sophisticated prompt generation using the CRAFT methodology for high-quality interactions.
Deep Research Prompt Generator v6 Specialized for conducting deep, multi-step research tasks.
S.C.O.P.E. Prompt Generator v2 Scope, Context, Origin, Purpose, Audience framework generator.

💎 The Refinery

Tools for optimizing, evaluating, and refining existing prompts.

Prompt Name Version Description
AI Mistake Detection & Classification v4 Detects and classifies errors in AI outputs to improve reliability.
Dynamic Variable Optimizer v2 Generalizes and optimizes structured prompts using dynamic variables for reusability.
Prompt Compressor & Token Optimizer v1 Compresses prompts to save tokens while maintaining core intent and instructions.
Prompt Evaluator v4 Critiques and scores prompts to identify weaknesses and areas for improvement.
R.T.F. Prompt Generator v2 Role, Task, Format framework for simple yet effective prompt structure.

🔧 Utilities

Helper prompts for format conversion and other utility tasks.

Prompt Name Version Description
Template Converter (JSON/Jinja2) v2 Converts natural language prompts into structured JSON or Jinja2 templates.

📦 PromptHive import

This repository also contains a full import of the prompt collection in JSON format, ready for import into PromptHive.

  • File: prompthiveJson/meta_prompts.json
  • Usage: You can import this file directly into your PromptHive instance to restore or duplicate the entire "Meta Prompts" collection with all its metadata, tags, and structure preserved.

🚀 Usage

Select a prompt from the collection above to help you design, refine, or analyze your own LLM interactions. Each file contains detailed instructions and context settings.

🤝 Contribution

Feel free to browse, use, and adapt these prompts for your own projects.

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