Tag: #prompt-engineering
111 packages โข โญ 529,526 total stars
f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source โ self-host for your organization with complete privacy.
21 Lessons, Get Started Building with Generative AI
๐ชจ why use many token when few token do trick โ Claude Code skill that cuts 65% of tokens by talking like caveman
Extracted system prompts from ChatGPT (GPT-5.4, GPT-5.3, Codex), Claude (Opus 4.6, Sonnet 4.6, Claude Code), Gemini (3.1 Pro, 3 Flash, CLI), Grok (4.2, 4), Perplexity, and more. Updated regularly.
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
๐ชข Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. ๐YC W23
LEAKED SYSTEM PROMPTS FOR CHATGPT, GEMINI, GROK, CLAUDE, PERPLEXITY, CURSOR, DEVIN, REPLIT, AND MORE! - AI SYSTEMS TRANSPARENCY FOR ALL! ๐
FinGPT: Open-Source Financial Large Language Models! Revolutionize ๐ฅ We release the trained model on HuggingFace.
Structured Outputs
220+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents โ engineering, marketing, product, compliance, C-level advisory.
๐ World's largest Nano Banana Pro prompt library โ 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.
AI Observability & Evaluation
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflows, and a lot of great
Stop prompting. Start specifying.
Agent Package Manager
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package๏ผ enabling any AI agent to instantly upgr
ๅบไบ AI Agent ๅทฅไฝๆต็ไฟฎไปไธ็ๆจกๆๅจ๏ผๆจๅจ่ฟๅๆบ่ฝใๅผๆพ็ไปไพ ไธ็ใ| An open-source Cultivation World Simulator using Agentic Workflow to create a dynamic, emerging Xianxia world.
Curated GPT-Image-2 prompts for the OpenAI API โ portraits, posters, UI mockups, game screenshots, character sheets, and more. Ready-to-use prompts for gpt-image-2.
AI skill for OpenClaw & Claude Code โ recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
๐ฐ PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
๐ฌ 500+ curated Seedance 2.0 video generation prompts โ cinematic, anime, UGC, ads, meme styles. Includes Seedance API guides, character consistency tips, and advanced video workflows.
Prompt Driven Development Command Line Interface
The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for calling more than 200+ LLMs.
A structured 3-agent AI dev team โ Architect, Builder, Reviewer. Built from production use. Token-optimized. Works with Claude Code, VS Code, Cursor, and any AI that supports context files.
๐ด VERY LARGE AI TOOL LIST! ๐ด Curated list of AI Tools - Updated 2026
Local coding agent with neat UI
Markdown for the AI era
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.
89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development. TDD, systematic debugging, parallel code review, and 10-gate development cycles โ as a Claude
Prompt Engineering Research Tool for AI APIs
CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
๐ง Curated collection of 214+ best OpenClaw personas โ weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
๐ A framework for Context Engineering using Google Gemini. Move beyond simple prompting and learn to systematically provide context to your AI coding assistant for more reliable, consistent, and comp
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v
A practical LLM learning path from clear prompting to tool use, IDE collaboration, MCP, Skills, and harness-driven agent workflows.
๐ 100+ hand-picked Seedream 4.5 prompts with images, multilingual support, and instant gallery preview. The best Nano Banana Pro alternative โ only 1/3 the cost. Open-source prompt engineering librar
The Ultimate Claude Code Toolkit โ 127 skills, 86 agents, 109 marketplace repos (11,700+ community skills), 30 commands, 8 hooks, GSD framework. Drop-in ~/.claude config that auto-activates the right
Seedance 2.0 Shot Design Skills
See how you really use AI โ X-ray your AI coding sessions locally
Don Cheli โ SDD Framework. The most comprehensive Specification-Driven Development framework for AI agents. 88+ commands, 51 skills, 15 reasoning models. TDD mandatory, OWASP audit, Autonomous Mode, C
Agentic prompts are the most important code you're not engineering. PromptKit fixes that โ composable, version-controlled prompt components (personas, protocols, formats, templates) that snap together
Claude Code Skills Marketplace: plugins, skills for ADR-driven development, DevOps automation, ClickHouse management, semantic versioning, and productivity workflows
These guides are designed to help teams and individuals leverage AI tools like GitHub Copilot, OpenAI, and Claude to build software projects efficiently and effectively
Your go-to resource for learning to code with AI: Cursor and Claude skills, rules and commands, prompts and learning resources for non-technical builders.
Handle LLM output variance for ruby_llm โ retry on malformed JSON or rule violations, escalate to a smarter model, measure variance on datasets, gate CI on regressions.
2,300+ skills, 10 AI agents, and 100 prompt codes for Claude Code โ browse, download, and launch AI tools
The building blocks of an enterprise adoption framework for agentic coding โ technical training, adoption playbooks, governance policies, industry analysis, proposal templates, and practical workflo
๐ ๏ธ Build reliable AI agents and prompts using our open-source tools and models for effective AI engineering. Join the discussion on Discord for insights.
Ready Player One - stop prompting; start shipping
A flowchart editor that generates prompts for AI apps and source code in Clojure and JavaScript
A tool that compiles messy natural language prompts into a structured intermediate representation (IR) and optionally sends them to LLMs like ChatGPT for cleaner, more reliable responses.
๐จ 100+ selected GPT Image 1.5 prompts with images, multilingual support, and instant gallery preview. Open-source prompt engineering library
A comprehensive suite of protocols, meta-prompts, and orchestration tools designed to streamline software development workflows, project management, and team collaboration. Includes the VibeCode Proto
๐ ๏ธ ๆๅฎ็จ็ Claude Code Skills ๅ้ | ็ฒพ้ 100+ | 18ไธชๅๅๅฏๅฎ่ฃ ๆ่ฝ | ๆๅบๆฏๅ็ฑป | ๅคๅถๅณ่ฃ
PromptOS is a centralized prompt intelligence system that understands, evolves, and adapts across domains. Acting as a Prompt Operating System, it continuously improves using user feedback and reinfor
Production ready. AI Agent Workflow System for Claude Code
Multi-agent orchestration system for GitHub Copilot with 29 specialized agents, reusable skills/prompts, and validation tooling.
Development workflow plugin for AI coding agents with structured req/plan/dev/review/fix loops and a lightweight quick-dev entry.
Persistent, deterministic, and user-managed project memory for vibe coding.
Artifical Ecology For Thought and Emergent Reasoning. The Colony That Builds With You.
๐งญ PromptDrifter โ oneโcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
MoralStack is a governance and safety layer for LLM applications. It analyzes user requests before generation, evaluates risk and intent, and decides whether the AI should answer normally, answer safe
๐ค Provide 70+ ready-to-use, platform-agnostic AI agent skills for improving tasks like code review, security, and data analysis.
Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.
๐ Explore curated Nano Banana Pro prompts for creating stunning PPT slides and infographics with multilingual support and instant previews.
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
๐ผ๏ธ Master advanced techniques for Google's Nano Banana Pro to create stunning, professional-quality images up to 4K resolution.
SIGNAL โ Agent Skills: terse structured output (tiers, templates, checkpoints), git workflow skills (commit, push, PR, review, ckpt), Karpathy-inspired coding norms. Claude Code, Cursor, Gemini CLI, C
Explore curated Seedance 2.0 prompts with proven results, clear sources, and ready-to-use templates for faster content generation.
Transforms simple raw prompts into a structured more structured and scalable prompts
Improve AI text to sound natural, clear, and human-like by reducing stiffness and enhancing specificity for multiple AI writing tools.
๐ฅ Generate precise video prompts for Jimeng Seedance 2.0 using structured patterns, templates, and AI agent compatibility.
๐ ๏ธ Discover essential skills and tools for AI coding agents to enhance capabilities and streamline the development of intelligent solutions.
๐ง Qualify leads with an AI-driven system that understands intent, asks key questions, and structures quality leads without hardcoding processes.
PromptManager is a desktop application for cataloguing, searching, and executing AI prompts, and much more.
A dotfiles repo that treats AI agent behavior as infrastructure
Generate reliable short finance explainer videos with script, slides, voice, subtitles, and batch-ready rendering in a stable, modular workflow.
Provide free, open access to comprehensive AI tools, guides, reviews, and resources to reduce knowledge gaps and empower users.
๐ฌ Provide unofficial API access and documentation for Seedance 2.0 to enable video generation with ByteDanceโs model.
๐ค Enhance AI coding assistants with battle-tested rules for reliability, predictability, and effectiveness in your projects.
๐จ Generate diverse AI content effortlessly with powerful models for text-to-image, image-to-image, text-to-video, and more.
Claude Code skills collection โ CCA study guides, Twitter research, MCP review, auto-iteration tools
Provide structured markdown guides to teach AI assistants how to complete complex React Native engineering tasks efficiently.
Provide modular marketing skills for strategic planning, channel execution, and automation using Claude Code in a full-stack marketing workflow.
Convert website capabilities into reusable, API-first AI skills with automated authentication and seamless integration for workflow automation.
Enhance ChatGPT on the web with session management, prompt reuse, formula and Mermaid support, plus export and backup features.
Analyze git code changes to generate structured review reports using flexible AI models and integrated workflows.
Enhance prompts by injecting real project context to create clear, professional, and actionable instructions with quality and risk insights.
Power advanced AI to create films using text, images, audio, and video inputs with a flexible quad-modal filmmaking engine.
๐ฅ Generate AI-driven videos with Seedance 2.0, offering precise physics, lip-sync, and prompt accuracy for seamless content creation.
๐ก Enforce security policies, redact data, sandbox processes, and verify integrity for Model Context Protocol (MCP) server communication.
๐ Manage agentic memory and context persistence with Shadow Genesis, a self-replicating system built for scalable, intelligent data handling.
๐ค Analyze financial data effortlessly with FinRobot, an open-source AI agent platform powered by large language models for insightful decision-making.
๐ Remove watermarks from SORA 2 video generations to enhance clarity and accessibility. Experience seamless AI-generated content without distractions.
๐ Optimize web projects with essential skills for performance, accessibility, and SEO, based on Google Lighthouse and Core Web Vitals guidelines.
๐ Generate JSON prompts for ultra-photorealistic images of nano bananas and related subjects, ensuring reproducible and high-quality visual outputs.
๐จ Create stunning logos effortlessly with ai-logo-maker, your offline tool for designing unique identities while keeping your data secure and local.
โ๏ธ Write effective AI prompts with this structured prompt engineering library and Claude Code skill, featuring 300+ curated examples for high-quality results.
๐ Transform your workflow with persistent markdown files for planning, tracking progress, and storing knowledge like a pro.
๐ Remove watermarks from OpenAI Sora 2 videos using precise spectral analysis to keep video quality intact and watermark-free.
Provide a structured code refactoring process for OpenAI Codex with guardrails, decision gates, and parallelism awareness to simplify and improve code quality.
Ensure marketing content stays on-brand by using AI to generate, audit, and validate materials across platforms with any large language model.
llm-skills breaks down complex AI tasks into small, reusable building blocks that work like LEGO pieces for browser based LLMs. Instead of writing one giant instruction, you snap these simple parts to
Throughline for long-running AI projects.