8000 meta-prompting · GitHub Topics · GitHub

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meta-prompting

Here are 18 public repositories matching this topic...

langgptai / LangGPT

LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树

framework prompt gemini deeplearning claude gpt3-prompts gpt-4 prompt-engineering chatgpt langgpt qwen meta-prompting doubao structured-prompts

Updated Nov 16, 2025
Jupyter Notebook

LLM-Prompt-Library

abilzerian / LLM-Prompt-Library

A playground of highly experimental prompts, Jinja2 templates & scripts for machine intelligence models from OpenAI, Anthropic, DeepSeek, Meta, Mistral, Google, xAI & others. Alex Bilzerian (2022-2025).

prompt text-analysis prompt-toolkit jinja jinja2-templates ai-agents multimodal rag prompt-learning prompt-tuning prompt-engineering prompting prompt-generator promptengineering prompt-injection prompt-management prompt-template meta-prompting

Updated Jul 12, 2025
Jinja

meta-prompting / meta-prompting

O 10BC0 fficial implementation of paper "Meta Prompting for AI Systems" (https://arxiv.org/abs/2311.11482)

reasoning ai-systems foundation-models large-language-models llm prompting meta-prompting

Updated Sep 15, 2025
Python

para-droid-ai / scratchpad

This framework works as a form of user/machine calibration, with a focus on user-context and user-intent, deconstructing your ideas logically from A to B to Z.

natural-language-processing recursion calibration scratchpad xai system-framework system-thinking instruction-following large-language-models prompt-engineering chain-of-thought meta-prompting system-prompt

Updated Nov 3, 2025

BA-CalderonMorales / terminal-jarvis

In the midst of all the tools out there that you can possibly use to keep track of them. Here's a "shovel" that just works to try them all out.

rust cli typescript terminal amp opencode cargo goose codex crush packages-manager aider meta-prompting gemini-cli claude-code context-engineering qwen-code thinwrapper llxprt

Updated Nov 24, 2025
Rust

CoolPrompt

CTLab-ITMO / CoolPrompt

Automatic Prompt Optimization Framework

python nlp ai prompts llm prompt-engineering prompting promptengineering autoprompt genai meta-prompting meta-prompt structured-prompts autoprompting

Updated Nov 23, 2025
Python

haasonsaas / dspy-advanced-prompting

State-of-the-art prompting techniques implementation with DSpy - Manager-style prompts, role personas, meta-prompting, and more

python nlp machine-learning natural-language-processing ai artificial-intelligence openai few-shot-learning dspy large-language-models llm prompt-engineering prompt-optimization meta-prompting

Updated Jun 23, 2025
Python

lexideck

gusthemole / lexideck

A modular, polymorphic, multi-agent framework for meta-prompting.

framework ai multi-agent meta-prompting mogular polymoirphic

Updated Nov 20, 2025

beogip / echo-protocol

A structured execution protocol for echoes in AI systems. It includes a series of echoes designed to optimize, evaluate, and plan processes in conversational AI

ai ai-framework knowledge-representation cognitive-architecture ai-diagnostics agent-framework semantic-structure prompt-engineering reasoning-agent chatgpt meta-prompting structured-reasoning modular-prompts ai-reflection thinking-systems

Updated Oct 12, 2025

mshcherbyna99 / llm-prompting-blueprint

An advanced guide to writing better prompts for ChatGPT, Claude, Gemini, and other LLMs. Learn structured techniques like meta-prompting, self-review, and context-rich design.

ai gemini claude ai-tips llm prompt-engineering generative-ai chatgpt claude-ai google-gemini meta-prompting

Updated May 18, 2025

martinderm / Simple-System-Prompt-Generator

A plain text system prompt for a LLM that initializes a system prompt generator

ai-tools ai-governance systemprompt meta-prompting gpt-customization customgpt-prompt-framework language-model-configuration

Updated Oct 27, 2025

iiis-ai / meta-prompting

Official implementation of paper "Meta Prompting for AI Systems" (https://arxiv.org/abs/2311.11482)

language-models ai-systems large-language-models llm prompting meta-prompting

Updated Aug 22, 2025
Python

ksm26 / Reasoning-with-o1

This repository explores OpenAI’s o1 model, a cutting-edge AI designed for abstract reasoning, coding, and vision-based tasks. It provides insights into o1’s strengths, advanced prompting techniques, task delegation, and real-world applications, enabling developers to build intelligent, high-performance AI-driven solutions.

machine-learning deep-learning openai task-automation ai-optimization future-ai vision-ai llm prompt-engineering ai-reasoning meta-prompting ai-innovation o1model stem-ai coding-with-ai

Updated Feb 5, 2025
Jupyter Notebook

hjadmz / adaptive-prompt-optimizer

Meta-prompt framework for structured AI reasoning. Model-agnostic, self-calibrating, zero maintenance—complete and static.

framework calibration confidence model-agnostic llm prompt-engineering ai-reasoning meta-prompting meta-prompt

Updated Nov 4, 2025

mrdesautu / Meta-agent

🧠 Experimental AI assistant with hybrid memory system that learns from conversations using FAISS + Qdrant

meta-learning faiss qdrant qdrant-vector-database faiss-vector-database meta-prompting

Updated Nov 6, 2025
Python

flickleafy / prompt-engineering-models

Professional prompt engineering collection for AI-assisted software development. 37+ specialized prompts for code review, testing, and development workflows with GPT-5 meta-prompting guides.

react javascript python devops typescript developer-tools code-review software-development code-quality llm prompt-engineering gpt-5 ai-prompts meta-prompting ai-assisted-coding

Updated Oct 11, 2025

pchemguy / GenAIandVBA

AI-Driven VBA Development for Enhanced Word/Zotero/AI Manuscript Authoring Workflows

prompt-engineering generative-ai meta-prompting

Updated Apr 30, 2025
VBA

GabrielBarberini / meta-prompting-protocol

MPP is a framework for generating self-describing, task-specific AI communication protocols on the fly.

llm prompt-engineering meta-prompting

Updated Oct 6, 2025

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