Optimization Prompt Engineering Tools

There are 46 optimization tools tracked. The highest-rated is ailton-santos/Python-GenAI-Programming at 42/100 with 3 stars.

Get all 46 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=prompt-engineering&subcategory=optimization&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	ailton-santos/Python-GenAI-Programming Python-based implementations focusing on NLP, Neural Networks, AI-assisted...	42	Emerging	3	Python
2	hqhq1025/skill-optimizer Diagnose and optimize your Agent Skills (SKILL.md) with real session data +...	37	Emerging	38	—
3	199-biotechnologies/github-optimization-skill Turn any GitHub repo into a star-magnet landing page. Claude Code skill for...	31	Emerging	73	—
4	mlane/llm-engineering-cheatsheet Timeless principles and best practices for working with language models -...	27	Experimental	10	—
5	RizieroG/PSSAI_Core Agentic AI System for Powershell Code Generation	26	Experimental	—	Python
6	satyamamarpandey/ClaudeTokenSAP ⚡ Claude Code plugin to reduce token usage by up to 70% with smart...	25	Experimental	3	JavaScript
7	JuliusBrussee/caveman 🪨 why use many token when few token do trick — Claude Code skill that cuts...	25	Experimental	3	—
8	ralphmoran/ticket-lens Privacy-first CLI that transforms Jira tickets into AI-ready briefs. 60–80%...	24	Experimental	—	JavaScript
9	NickCirv/claude-prompt-lab Test prompts against your codebase. Side-by-side output comparison for...	24	Experimental	—	JavaScript
10	Sourabhj00/prompt-engineer Claude skill for prompt engineering	23	Experimental	1	Python
11	pranavjangam57/ai-engineering-handbook The missing manual for building AI systems that work in production. RAG ·...	23	Experimental	1	Python
12	El-Bach/Session-Tracker A Claude skill that tracks token usage and context window memory in real...	23	Experimental	1	—
13	TolinSimpson/prompt-builder Tool for creating optimized LLM prompts	23	Experimental	1	HTML
14	tausagiz/ai-devops-lab Vendor-neutral agent design patterns for cost-conscious, AI-assisted development.	23	Experimental	1	Python
15	poferraz/make-prompt-better Research-grounded prompt optimization using semi-formal reasoning. Six...	23	Experimental	1	—
16	win4r/skill-creator Claude Code skill for creating and optimizing Claude Code skills. Includes...	23	Experimental	1	Python
17	alxgrin/l-cap L-CAP: A deterministic framework for managing long-term AI context....	23	Experimental	1	—
18	josh-api/ZiPDF Python API and CLI to bundle diverse file types into a single, LLM-optimized...	23	Experimental	1	Python
19	lucianareynaud/agent-execution-policy Claude skill for code-agent execution policy: scope control, credit burn...	22	Experimental	—	—
20	hungpixi/comarai-ai-brain Self-Evolving AI Core - Zero Token Waste, Micro-Edit Enforced, Deep Learning Memory	22	Experimental	—	PowerShell
21	Sayeem3051/python-context-engineer Build perfect LLM context from your Python codebase — automatically	22	Experimental	—	Python
22	gemrazer/eco-ai A CLI tool to see the real cost of your AI prompts — for your wallet and the planet.	22	Experimental	—	Python
23	dahlinomine/self-evolving-prompts A framework for agents to run A/B tests on their own system prompts for accuracy.	22	Experimental	—	Python
24	saagpatel/prompt-englab Full-stack prompt engineering workbench — multi-provider streaming, version...	22	Experimental	—	TypeScript
25	jfrelat-lab/Latent-Whisperer-LW1 High-density semantic compression protocol for world model orchestration....	22	Experimental	—	—
26	rookiemann/serp-to-prompt-writer Desktop SEO tool that scrapes Google SERPs, runs ONNX-accelerated NLP (NER,...	22	Experimental	—	C
27	rheumatologyquadrivium246/geo-prompt-architecture Build GEO monitoring prompts from client briefs with a topic-first system...	22	Experimental	—	—
28	Nonsteroidevangel872/research-writing-skill Boost科研写作效率 with AI prompts for literature review, outlines, drafts,...	22	Experimental	—	—
29	dahlinomine/agent-prompt-optimizer-cli Rust CLI tool that uses RL to optimize prompts for specific agent task success rates.	22	Experimental	—	—
30	VOIDXAI/deeploop Autonomous optimization loop for Claude Code that iteratively modifies code,...	22	Experimental	—	Python
31	Cuentademamac3622/prompt-optimizer-lite Optimize prompts in VS Code with chat model support, local Python fallback,...	22	Experimental	—	Python
32	itmakshi-del/banana-claude Generate AI-driven images by directing Claude to create optimized prompts...	22	Experimental	—	Python
33	Anuar-boop/promptlab Prompt engineering toolkit — test, compare, and optimize prompts across...	21	Experimental	—	Python
34	benja0191928/awesome-llm-prompts 📝 Discover and use powerful prompts for LLMs to enhance your AI interactions...	16	Experimental	2	—
35	Youssefx64/Prompt-Engineering-using-LangChain Prompt Engineering using LangChain NoteBooks From Scratch	14	Experimental	4	Jupyter Notebook
36	cmerk25/visual-production-studio AI visual pipeline — prompt expansion + image generation + video rendering at $0 cost	14	Experimental	—	Python
37	Hadouken65/Prompt-Forge-Engine 🤖 AI Prompt Optimizer 2026 - Master LLM Tuning & Auto-Adaptation	14	Experimental	—	—
38	MiguelArboleda028/voice-ai-survey-automation 🎙️ AI-powered voice survey engine with dynamic prompt engineering,...	14	Experimental	—	Python
39	hqzzdsda/AI-Story-Video-Studio An AI-powered video creation platform that automatically completes the...	14	Experimental	—	TypeScript
40	StealthyLabsHQ/caveman-lang Extreme token survival protocol, cut LLM output waste by 60–90%. Rules +...	14	Experimental	—	—
41	aditya2425/ToolBridge Prompt engineering toolkit: template management, chain-of-thought, few-shot...	14	Experimental	—	Python
42	innov8ideas4u-alt/Claude-Tokensaver Cut Claude Pro/Max token usage 80-90% using local Ollama as a trimming proxy	14	Experimental	—	Python
43	gihavg3-star/cineprompt-main A high-performance, professional AI Prompt Engineering platform featuring a...	14	Experimental	—	HTML
44	hamzeesaid/llm-prompt-playground Interactive LLM prompt engineering workbench — compare GPT-4o vs Claude...	14	Experimental	—	Python
45	yves-odia/yves-odia Ingénieur Réseau \| IA-Driven Python Developer Expert en Prompt Engineering,...	14	Experimental	—	—
46	abhinav565693/AI-Prompt-Design-Playbook Top Prompt Engineering Frameworks 2026 🚀 - AI Optimization Hub	14	Experimental	—	—