STACKQUADRANT

vibe-log-cli

vibe-log/vibe-log-cli
5.0

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

Prompt Engineering
34021TypeScriptMIT4mo ago

promptimal

shobrook/promptimal
3.4

A very fast, very minimal prompt optimizer

Prompt Engineering
30015PythonMIT1y ago

prompt-architect

ckelsoe/prompt-architect
5.3

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)

Prompt Engineering
28932JavaScriptMIT1mo ago

prompt-optimizer-studio

XBigRoad/prompt-optimizer-studio
4.3

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。

Prompt Engineering
21718TypeScriptAGPL-3.04mo ago

agentdescent

Birfy/agentdescent
5.2

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.

Prompt Engineering
19117PythonMITtoday

promptolution

gepromptet/promptolution
5.0

A unified, modular framework for prompt optimization

Prompt Engineering
15712PythonApache-2.05d ago

promptolution

automl/promptolution
5.0

A unified, modular Framework for Prompt Optimization

Prompt Engineering
15712PythonApache-2.05d ago

mcp-image

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).

Prompt Engineering
15633TypeScriptMIT4d ago

vibe-creating-skill

Alisa0808/vibe-creating-skill
4.3

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.

Prompt Engineering
13420JavaScriptNOASSERTION2mo ago

mythos-agent-pipe

Magma1321/mythos-agent-pipe
3.3

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

Prompt Engineering
1231HTMLtoday

opus-prompt-architect

AgustiPuigserver/opus-prompt-architect
3.3

Best Prompt Engineering Tools for 2026 AI Workflow Optimization

Prompt Engineering
122HTMLtoday

dspy-skills

OmidZamani/dspy-skills
3.8

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

Prompt Engineering
12113PythonMIT2mo ago

codified-prompt-rule-engine

heavenaruba/codified-prompt-rule-engine
3.3

Top 10 Claude Prompt Optimization Frameworks 2026

Prompt Engineering
121HTMLtoday

hermes-tool-router

AtlasOmnia/hermes-tool-router
4.0

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

Prompt Engineering
11010PythonMIT5d ago