awesome-prompt-engineering
github.com/promptslab/awesome-prompt-engineering ↗This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
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Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me other notable repositories resources from awesome-prompt-engineering"
Installation instructions →What's inside
Tools and Code
- 12-Factor AgentsOther Notable Repositories
Principles for building production-grade LLM-powered software. ~17K+ ⭐
- AgentaPrompt Management and Testing
Open-source LLM developer platform for prompt management, evaluation, human feedback, and deployment.
- AgentlessVibe Coding and AI Coding Assistants
Simple three-phase approach (localize → repair → validate) to solving software development problems. ~2K+ ⭐
- AgentSealRed Teaming and Prompt Security
"Open-source scanner that runs 150 attack probes to test AI agents for prompt injection and extraction vulnerabilities."
- Agno (formerly Phidata)Agent Frameworks
Python agent framework with microsecond instantiation. ~20K+ ⭐
- AI Agent System Prompts LibraryOther Notable Repositories
Collection of system prompts from production AI coding agents (Claude Code, Gemini CLI, Cline, Aider, Roo Code).
Videos
Tutorials and Guides
- Aakash Gupta: Prompt Engineering in 2025Community and Independent Guides
- Anthropic Claude 4 Best PracticesOfficial Provider Guides
- Anthropic: Effective Context Engineering for AI AgentsOfficial Provider Guides
- Anthropic Interactive TutorialCommunity and Independent Guides
- Anthropic Prompt Engineering OverviewOfficial Provider Guides
- Best 100+ Stable Diffusion PromptsCommunity and Independent Guides
Papers
- A Comprehensive Survey and Guide to Multimodal Large Language Models in Vision-Language TasksMultimodal Prompting
- AgentBench: Evaluating LLMs as AgentsAgentic Prompting and Multi-Agent Systems
- AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and DefensesPrompt Injection and Security
- Agentic Large Language Models: A SurveyAgentic Prompting and Multi-Agent Systems
- A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPTFoundational Papers (Pre-2024)
- Artificial Intelligence and Cybersecurity: Documented Risks, Enterprise Guardrails, and Emerging Threats in 2024–2025Prompt Injection and Security
Courses
- Advanced Prompt EngineeringLearn Prompting Courses
- Advanced Prompt HackingLearn Prompting Courses
- AI Agents in LangGraphFree Short Courses
- AI SafetyLearn Prompting Courses
- Building Agentic RAG with LlamaIndexFree Short Courses
- Building Systems with the ChatGPT APIFree Short Courses
🔬 Autonomous Research & Self-Improving Agents
- Agent-Analytics/autoresearch-growthDomain-Specific Adaptations
- agenticscience.github.ioRelated Resources
- Agent LaboratoryResearch-Agent Systems
- AgentRxivResearch-Agent Systems
- ai-agents-2030/awesome-deep-research-agentRelated Resources
- aiming-lab/AutoResearchClawResearch-Agent Systems
Datasets and Benchmarks
- AgentHarmRed Teaming and Adversarial Datasets
110 malicious agent tasks across 11 harm categories.
- Artificial Analysis Intelligence Index v3Leaderboards and Meta-Benchmarks
Aggregates 10 evaluations.
- BigCodeBenchMajor Benchmarks (2024–2026)
1,140 coding tasks across 7 domains; AI achieves ~35.5% vs. 97% human success.
- Chatbot Arena / LM ArenaMajor Benchmarks (2024–2026)
6M+ user votes for Elo-rated pairwise LLM comparisons. De facto standard for human preference.
- CodeAlpaca-20kPrompt and Instruction Datasets
20,000 programming instruction-output pairs.
- GPQAMajor Benchmarks (2024–2026)
448 "Google-proof" STEM questions; non-expert validators achieve only 34%.
Communities
- AI Alignment ForumForums and Platforms
- Anthropic DiscordDiscord Servers
- CivitAIForums and Platforms
- DeepLearning.AI CommunityForums and Platforms
- DSPy (Stanford NLP)GitHub Organizations
- FlowGPTDiscord Servers
Showing a sample of 438 resources. View the full list on GitHub →