A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES.
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Mar 2, 2026 - JavaScript
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meta-prompting
Here are 43 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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Feb 17, 2026
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 17, 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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Mar 1, 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
Cursor IDE adaptation of glittercowboy/get-shit-done
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Jan 26, 2026 - Shell
🐉 Hail Hydra — Multi-headed speculative execution framework for Claude Code. 7 AI agents, 3x faster, ~50% cheaper. Inspired by speculative decoding.
multi-agent hydra opus haiku hail-hydra claude sonnet speculative-execution ai-agent anthropic speculative-decoding ai-agents-framework meta-prompting multi-agent-collaboration ai-framwork claude-code context-engineering claude-code-agents
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Feb 25, 2026 - JavaScript
A modular, polymorphic, multi-agent framework for meta-prompting.
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Nov 20, 2025
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 26, 2026 - JavaScript
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
A meta-prompting, context engineering and spec-driven development system for Claude Code
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Feb 26, 2026 - Python
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
FlipSide — The dark side of small print. Upload any contract, flip the cards, see what the drafter intended you to miss. Built with Claude Opus 4.6 for the Claude Code Hackathon 2026.
python nlp flask ai hackathon document-analysis contract-analysis consumer-rights flip-cards legal-tech sse-streaming consumer-protection llm anthropic meta-prompting claude-code extended-thinking claude-opus-4-6 fine-print claude-code-hackathon
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Feb 20, 2026 - HTML
Solve context rot in AI coding. Spec-driven development system for Claude Code, OpenCode, Gemini CLI, and Codex — with parallel subagents, atomic commits, and a live dashboard.
cli typescript opencode developer-tools subagent llm context-window ai-workflow meta-prompting gemini-cli ai-tooling claude-code agentic-coding spec-driven-development context-engineering
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Mar 2, 2026 - TypeScript
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
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
Claude Code skills for researchers, by a researcher. Humans + agents exploring what hasn't been built yet — without losing alignment along the way.
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Feb 27, 2026 - Python
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