An AI prompt optimizer for writing better prompts and getting better AI results.
Advertising prompt agent for Image2: turns business briefs and reference images into debranded, production-ready image prompts.
local-first MCP discovery runtime for agents — search before invoke, reduce prompt bloat, and route to local MCP tools
Visualize LLM outputs against datasets, manually annotate results, and run automated evaluations to algorithmically optimize prompts.
A 300-line Python tool to automatically optimize prompts using labeled data. 基于标注数据，自动优化 LLM Prompt 的轻量级工具
TOON for TYPO3 — a compact, human-readable, and token-efficient data format for AI prompts & LLM contexts. Perfect for ChatGPT, Gemini, Claude, Mistral, and OpenAI integrations (JSON ⇄ TOON).
Open-source prompt optimization tool — improve your LLM prompts with AI-powered suggestions and explanations.
RePRo - The Refined Prompt Enhancer | AI Prompt Engineering Chrome Extension for ChatGPT, Claude, Gemini, Midjourney, DALL-E, Sora | prompt enhancer | prompt optimizer
AI最强嘴替-智能输入优化框架，让你的任何输入（提问、陈述、方案、想法、需求）都被打磨成能让 AI 输出有洞察力观点的高质量版本。
prompt optimizer ( 免费高效的提示词优化工具 ),A free and efficient prompt optimization tool, which can maximize the quality of prompts and thus improve the output performance of LLM. 能够最大限度改善提示词的质量，进而提升LLM输出效果。
Hermes Agent skill that turns project tasks into approval-based optimized execution prompts before making changes.
LLM Playground - Demo Solution
AI 提示词优化助手 - 包含 57 个精选框架，帮助创建结构化、高质量的 AI 提示词
LIBERATED AI CHAT
AI-powered prompt engineering optimizer - transforms basic prompts into platform-specific gold
A simple open source vibecoded prompt optimizer for personal use, you are free to use it as needed.
OpenClaw plugin that rewrites rough user requests into clearer execution briefs using anonymous on-device structure patterns from successful local task history.
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