一款提示词优化器，助力于编写高质量的提示词
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Mar 28, 2026 - TypeScript
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prompt-optimization
Here are 143 public repositories matching this topic...
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
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Jul 25, 2025 - Python
End-to-end Generative Optimization for AI Agents
python machine-learning ai optimization end-to-end optimizer agents autodiff large-language-models llm prompt-optimization agentic-agi agentic-workflow compound-systems generative-optimization
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Dec 10, 2025 - Python
Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.
go golang ai openai language-model structured-output groq dspy llm prompt-engineering generative-ai anthropic genai prompt-optimization generative-ai-tools
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Mar 21, 2026 - Go
Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models
optimization prompt evolution-strategies prompt-learning prompt-tuning large-language-models llms prompt-optimization llm-optimizer llm-optimization
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Mar 27, 2024
A CLI tool for logging and analyzing Claude Code and Cursor ai-driven coding session.
productivity analysis logging tui project-management cursor developer-analytics claude developer-productivity ai-assisted-development prompt-engineering prompt-optimization workflow-optimization ai-coding vibe-coding claude-code ai-coding-assistant session-analytics dev-analytics
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Dec 10, 2025 - TypeScript
A very fast, very minimal prompt optimizer
genetic-algorithm evolutionary-algorithm prompt-learning prompt-tuning prompt-engineering prompt-optimization
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Jan 5, 2025 - Python
A unified, modular Framework for Prompt Optimization
prompt prompt-tuning llm prompt-engineering prompt-optimization automated-prompt-engineering automated-prompt-optimization
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Mar 2, 2026 - Python
Make your OpenClaw AI agent faster, smarter, and cheaper. Speed optimization, memory architecture, context management, model selection, and one-shot development guide.
tutorial optimization guide best-practices orchestration gemini model-selection memory-management claude ai-assistant ai-agent llm openrouter ollama context-window prompt-optimization tavily context-engineering sub-agents openclaw
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Mar 20, 2026 - PowerShell
MCP server for AI image generation and editing with automatic prompt optimization and quality presets (fast/balanced/quality). Powered by Gemini (Nano Banana 2 & Pro).
skills mcp image-editing gemini image-generation cursor codex ai-tools generative-ai prompt-optimization model-context-protocol mcp-server agent-skills claude-code
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Mar 28, 2026 - TypeScript
SCOPE: Self-evolving Context Optimization via Prompt Evolution - A framework for automatic prompt optimization
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Mar 26, 2026 - Python
Claude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD)
vscode cursor windsurf ai-tools github-copilot openai-codex prompt-engineering chain-of-thought chatgpt prompt-optimization gemini-cli agent-skills roo-code llm-prompts claude-code prompt-improvement ai-coding-agents claude-skill prompt-frameworks
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Mar 26, 2026 - Python
Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically
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Feb 21, 2026 - Python
Claude Code for DSPy: Comprehensive CLI to Optimize Your DSPy Code. our AI-Powered DSPy Development Assistant
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Mar 2, 2026 - Python
A lightweight implementation of the GEPA (Genetic-Pareto) prompt optimization method for large language models.
open-source gemini google-summer-of-code gemma gemini-api prompt-tuning large-language-models student-vscode ollama prompt-optimization fortheloveofcode
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Aug 12, 2025 - Python
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
MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop
python ai mcp evolutionary-algorithms genetic-algorithms prompt-optimization gemini-ai claude-desktop
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Nov 10, 2025 - Python
🚀 Lightweight Python library for building production LLM applications with smart context management and automatic token optimization. Save 10-20% on API costs while fitting RAG docs, chat history, and prompts into your token budget.
python machine-learning openai ai-agents cost-optimization rag llm prompt-engineering langchain anthropic function-calling prompt-optimization token-optimization
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Dec 23, 2025 - Python
A framework for pitting LLMs against each other in an evolving library of games ⚔
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Apr 17, 2025 - Python
AI-powered prompt optimization hook for Claude Code. Transforms simple prompts into comprehensive, structured instructions using Claude Opus 4.6's advanced reasoning capabilities.
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Mar 1, 2026 - JavaScript
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