prompt-optimization

An AI prompt optimizer for writing better prompts and getting better AI results.

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

Make your OpenClaw AI agent faster, smarter, and cheaper. Speed optimization, memory architecture, context management, model selection, and one-shot development guide.

A CLI tool for logging and analyzing Claude Code and Cursor ai-driven coding session.

A very fast, very minimal prompt optimizer

Agent skill for analyzing and improving prompts using 31 frameworks across 7 intent categories. Works with Claude Code, Gemini CLI, Cursor, Copilot, and 30+ Agent Skills compatible tools.

可同时输入多个初版提示词，开启多轮自动优化，连续得到高分后得到最终结果。

A unified, modular framework for prompt optimization

MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Supports Nano Banana (Gemini), OpenAI GPT Image, and BytePlus Seedream.

Open-source, bilingual AI video-prompt skill — rewrite ideas into model-ready text-to-video prompts. A portable Agent Skill (Claude Code, Codex, OpenClaw, Hermes); generate via Atlas Cloud — Seedance 2.0, Kling, Veo, Hailuo, Wan, Vidu, Gemini Omni, Grok Imagine.

Finish-First Autonomous Agent Loop for Claude Opus 4.7 – 2026 Edition

Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

Best Prompt Engineering Tools for 2026 AI Workflow Optimization

Top 10 Claude Prompt Optimization Frameworks 2026

AI agent that turns your rough ideas into perfect image generation prompts. 7-component formula, 70+ creative techniques, 9 domain modes.

SCOPE: Self-evolving Context Optimization via Prompt Evolution - A framework for automatic prompt optimization

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

A lightweight implementation of the GEPA (Genetic-Pareto) prompt optimization method for large language models.

CLI text optimizer built on GEPA. Uses Agentic Coding CLI's as mutator and observer -- no api keys required

Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.