STACKQUADRANT

Prompt Engineering

Tools for crafting, testing, and managing prompts

63 repos

OnlyTerp/openclaw-optimization-guide

4.8

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

★ 387◇ 43JavaScript

vibe-log/vibe-log-cli

4.8

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

★ 339◇ 21TypeScript

ckelsoe/prompt-architect

5.2

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)

★ 321◇ 35JavaScript

shobrook/promptimal

3.4

A very fast, very minimal prompt optimizer

★ 300◇ 15Python

XBigRoad/prompt-optimizer-studio

4.1

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。

★ 216◇ 17TypeScript

Birfy/agentdescent

5.0

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses). Diffs are the gradients; the aggregator is the optimizer.

★ 195◇ 19Python

shinpr/mcp-image

4.7

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).

★ 178◇ 39TypeScript

gepromptet/promptolution

4.9

A unified, modular framework for prompt optimization

★ 157◇ 13Python

automl/promptolution

4.9

A unified, modular Framework for Prompt Optimization

★ 157◇ 13Python

Alisa0808/vibe-creating-skill

4.2

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.

★ 150◇ 23JavaScript

Magma1321/mythos-agent-pipe

3.3

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

★ 148◇ 3HTML

AtlasOmnia/hermes-tool-router

4.4

Deterministic, fail-open tool routing for Hermes Agent with an optional local-model fallback.

★ 131◇ 11Python

AgustiPuigserver/opus-prompt-architect

3.3

Best Prompt Engineering Tools for 2026 AI Workflow Optimization

★ 126◇ 1HTML

OmidZamani/dspy-skills

3.6

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

★ 124◇ 13Python

heavenaruba/codified-prompt-rule-engine

3.3

Top 10 Claude Prompt Optimization Frameworks 2026

★ 123◇ 1HTML