A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code and OpenCode.
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Feb 9, 2026 - JavaScript
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meta-prompting
Here are 33 public repositories matching this topic...
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
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Jan 30, 2026 - Jupyter Notebook
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
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Jul 12, 2025 - Jinja
Official implementation of Meta Prompting for AI Systems (https://arxiv.org/abs/2311.11482)
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Dec 23, 2025 - Python
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
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Dec 28, 2025
Automatic Prompt Optimization Framework
python nlp ai prompts llm prompt-engineering prompting promptengineering autoprompt genai meta-prompting meta-prompt structured-prompts autoprompting
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Feb 7, 2026 - Python
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 copilot goose codex crush packages-manager aider meta-prompting gemini-cli claude-code context-engineering qwen-code thinwrapper llxprt
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Jan 28, 2026 - Rust
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
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Jun 23, 2025 - Python
A modular, polymorphic, multi-agent framework for meta-prompting.
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Nov 20, 2025
Cursor IDE adaptation of glittercowboy/get-shit-done
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Jan 26, 2026 - Shell
Fork of Get Shit Done (TÂCHES) with multi-CLI support. Spec-driven development workflows for Claude, Copilot, and Codex with unified project state.
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Feb 4, 2026 - JavaScript
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
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Oct 12, 2025
Categorical foundations for AI meta-prompting with proven correctness and measurable quality improvements (100% on Game of 24)
machine-learning research ai functional-programming category-theory effect-ts meta-prompting discopy
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Dec 29, 2025 - Python
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
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May 18, 2025
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
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Oct 27, 2025
An intelligent prompt optimizer that tailors your prompts for specific LLMs like Gemini, Claude (Anthropic), and ChatGPT using advanced prompt engineering techniques.
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Nov 20, 2025 - TypeScript
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
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Dec 6, 2025
Artifical Ecology For Thought and Emergent Reasoning.
automation orchestration developer-tools agents emergence prompt-engineering meta-prompting agentic-ai vibecoding claude-code
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Feb 9, 2026 - Shell
Spec-driven development for Claude Code — quality-first workflow with audit cycles and model profiles
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Feb 7, 2026 - JavaScript
Official implementation of Meta Prompting for AI Systems (https://arxiv.org/abs/2311.11482)
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Jan 5, 2026 - Python
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