"prompt-engineering" Awesome Lists
awesome-ai-engineering
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
agentic-ai ai-agents ai-engineering ai-projects ai-resources ai-tools artificial-intelligence awesome-lists deep-learning fine-tuning
22,395 stars
4,856 forks
1,291 projects
Last updated: 16 Oct 2026
awesome-nano-banana-pro-prompts
🍌 World's largest Nano Banana Pro prompt library — 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.
ai-image-generation ai-prompts awesome awesome-list gemini gemini-ai google-gemini image-generation multilingual nano-banana
13,563 stars
1,438 forks
640 projects
Last updated: 11 Oct 2026
awesome-nanobanana-pro
🚀 An awesome list of curated Nano Banana pro prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of the Nano banana pro(Nano banana 2) AI image model.
gemini nanobanana nanobanana-pro nanobanana2 nanobananapro prompt-engineering prompt-guide prompts
10,339 stars
868 forks
73 projects
Last updated: 11 Oct 2026
awesome-gpt-image-2
🚀 World's largest GPT Image 2 prompt library, updated daily — 2000+ curated prompts with preview images, 16 languages. OpenAI's next-gen image model with pixel-perfect text rendering, cross-image consistency, and commercial-grade illustration. Free & open source.
ai-image-generation ai-prompts awesome awesome-list commercial-illustration duct-tape gpt gpt-image gpt-image-2 image-generation
10,005 stars
883 forks
597 projects
Last updated: 05 Oct 2026
awesome-prompts
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
awesome awesome-list chatgpt gpt4 gpts gptstore papers prompt prompt-engineering
9,066 stars
881 forks
356 projects
Last updated: 15 Oct 2026
awesome-gpt4o-images
Awesome curated collection of images and prompts generated by GPT-4o and gpt-image-1. Explore AI generated visuals created with ChatGPT and Sora, showcasing OpenAI’s advanced image generation capabilities.
ai-art ai-image-examples anime-ai-art awesome-list cartoon-style curated-collection generative-art ghibli-style gpt-4o gpt-image-1
8,142 stars
1,801 forks
151 projects
Last updated: 10 Sep 2026
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
chatgpt chatgpt-api deep-learning few-shot-learning gpt gpt-3 machine-learning openai prompt prompt-based-learning
6,347 stars
773 forks
463 projects
Last updated: 29 Sep 2026
learn-ai-engineering
Learn AI and LLMs from scratch using free resources
agentic-ai agents ai deep-learning generative-ai large-language-models llm machine-learning mcp ml
6,124 stars
1,464 forks
114 projects
Last updated: 17 Oct 2026
awesome-notebooklm-prompts
A curated collection of the strongest NotebookLM slide prompts sourced from the real creative underground . Your go-to resource for AI powerpoint :P
ai ai-agents gemini google nanobananapro notebooklm prompt prompt-engineering prompts
4,619 stars
677 forks
45 projects
Last updated: 20 Sep 2026
Awesome-AIGC-Tutorials
Curated tutorials and resources for Large Language Models, AI Painting, and more.
ai aigc awesome chatgpt courses-resource deep-learning llm midjourney multimodal nlp
4,546 stars
298 forks
140 projects
Last updated: 17 Sep 2026
awesome_gpt_super_prompting
ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM Prompt Security, Super Prompts, Prompt Hack, Prompt Security, Ai Prompt Engineering, Adversarial Machine Learning.
adversarial-machine-learning agent ai assistant chatgpt gpt gpt-3 gpt-4 hacking jailbreak
3,896 stars
478 forks
105 projects
Last updated: 07 May 2026
Awesome-LLM-Reasoning
From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓
awesome chain-of-thought chatgpt cot deepseek deepseek-r1 gpt gpt-4o in-context-learning language-models
3,694 stars
216 forks
163 projects
Last updated: 12 Oct 2026
awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
ai-art awesome awesome-list chatgpt dall-e dalle2 embeddings generative-ai gpt-4 llm
3,555 stars
916 forks
1,140 projects
Last updated: 17 Oct 2026
awesome-gpt-image
A curated collection of the best GPT Image 2 and GPT Image 2.5 prompts and examples. The prompts come from top creators on X.
gpt-image gpt-image-2 gpt-image-2-5 gpt-image-2-5-api gpt-image-2-5-prompts image-generator prompt-engineering
2,260 stars
195 forks
74 projects
Last updated: 09 Oct 2026
awesome-seedance
🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 600+ cases traced to original posts, 260+ cross-model retest runs with public verdicts, 25 copy-ready templates, 50+ installable AI-video Skills. Synced daily from goodcase.ai. EN / 中文 / 日本語.
agent-skill ai-video ai-video-generation awesome awesome-list bytedance claude-code codex goodcase minimax
2,113 stars
350 forks
46 projects
Last updated: 17 Oct 2026
awesome-seedance-2-prompts
🎬 2000+ curated Seedance 2.0 video generation prompts — cinematic, anime, UGC, ads, meme styles. Includes Seedance API guides, character consistency tips, and advanced video workflows.
ai-video awesome awesome-list prompt-engineering seedance seedance-2 seedance-api seedance2 video-generation video-prompt
2,110 stars
235 forks
345 projects
Last updated: 11 Oct 2026
awesome-chatgpt
⚡ Everything about ChatGPT
awesome awesome-list chatgpt chatgpt-api chatgpt-app openai openminclub prompt prompt-engineering resources
1,949 stars
209 forks
160 projects
Last updated: 19 Oct 2026
awesome-gpt-prompt-engineering
A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.
awesome awesome-list awesome-lists awesome-readme awesome-resources chatgpt gpt gpt-3 gpt-35-turbo gpt-4
1,637 stars
214 forks
150 projects
Last updated: 16 Oct 2026
claude-code-skills-zh
面向中文开发者的 Claude Code Skills / Agents / Plugins 精选与原创技能库|按场景分类|复制即装|持续更新
ai-agent awesome-list claude-code claude-skills developer-tools prompt-engineering skills
892 stars
102 forks
442 projects
Last updated: 16 Oct 2026
Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
awesome-list calibration chain-of-thought chatgpt gpt-3 gpt-4 hallucination in-context-learning large-language-models llms
834 stars
60 forks
210 projects
Last updated: 21 Sep 2026
awesome-ai-tools
🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated 2026
ai ai-research chatgpt claude-ai claude-code codex datascience deepseek generative-ai learning-ai
590 stars
547 forks
826 projects
Last updated: 03 Oct 2026
Awesome-GPT4o-Image-Prompts
📚 GPT4o Prompts Dictionary | Curated Collection of AI Image Generation Prompts
ai ai-image-creator ai-image-editing ai-image-generator ai-logo-maker aiimagegenerator chatgpt image-generation prompt-engineering prompts
586 stars
50 forks
79 projects
Last updated: 19 Sep 2026
LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
artificial-intelligence awesome-list chain-of-thought chatgpt deductive-reasoning gpt-3 human-intelligence in-context-learning language-modeling language-models
570 stars
37 forks
69 projects
Last updated: 20 Aug 2026
awesome-microsoft-copilot-prompts
The definitive Microsoft 365 Copilot prompt library for business teams. 573 prompts for Office apps, Copilot Studio, security operations, and enterprise deployment.
ai-productivity ai-prompts automation awesome-list copilot-studio enterprise-ai m365 microsoft-copilot office-365 productivity
536 stars
78 forks
33 projects
Last updated: 27 Sep 2026
Awesome-Prompting-on-Vision-Language-Model
This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.
foundation-models prompt-engineering vision-and-language
511 stars
36 forks
123 projects
Last updated: 09 Oct 2026
awesome-seedance-2.5-api-prompts
Seedance 2.5 API guide, prompts, parameters, and examples for video generation
ai-video ai-video-generation bytedance camera-control cinematic-ai generative-ai image-to-video muapi multimodal-ai prompt-engineering
323 stars
57 forks
38 projects
Last updated: 12 Oct 2026
awesome-prompt-engineering
A curated list of resources, tools, papers, and platforms for prompt engineering in large language models (LLMs) and generative AI.
ai awesome awesome-list awesome-lists prompt-engineering
252 stars
47 forks
31 projects
Last updated: 26 Sep 2026
Awesome-AI-Image-Prompts
1,000+ curated AI image prompts, including copy-ready JSON prompts for OpenAI image tools, product photography, portraits, character design, and more.
ai-image-generation ai-image-prompts chatgpt dalle gpt-image image-generation openai prompt-engineering prompt-guide prompts
245 stars
29 forks
521 projects
Last updated: 20 Aug 2026
awesome-agent-evolution
A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai
a2a agent-evolution agent-framework agent-protocol agentic-ai ai-agent autonomous-agent awesome awesome-list evomap
231 stars
43 forks
176 projects
Last updated: 28 Sep 2026
awesome-seedance-2.5-prompts-skills
100+ curated Seedance 2.5 prompts with real video previews, plus an installable Agent Skill that optimizes prompts, creates storyboards, and generates videos via Seedance models.
agent-skills ai ai-agents ai-video artificial-intelligence awesome-list bytedance generative-ai image-to-video multimodal
224 stars
20 forks
68 projects
Last updated: 05 Oct 2026
awesome-vibe-coding
🚀 The complete guide to vibe coding — build software with AI through natural language prompts. Tools, frameworks, best practices, and resources curated by Taskade.
ai ai-agents ai-app-builder ai-coding ai-developer-tools ai-tools awesome awesome-list claude-code copilot
143 stars
64 forks
452 projects
Last updated: 12 Oct 2026
awesome-context-engineering
A curated collection of resources, papers, tools, and best practices for Context Engineering in AI agents and Large Language Models (LLMs).
awesome-context awesome-context-engineering claude claude-code context-engineering manus prompt-engineering prompt-engineering-techniques
142 stars
50 forks
117 projects
Last updated: 12 Sep 2026
awesome-seedream-4.5
🍌 100+ hand-picked Seedream 4.5 prompts with images, multilingual support, and instant gallery preview. The best Nano Banana Pro alternative — only 1/3 the cost. Open-source prompt engineering library.
awesome bytedance nano-banana-2 nano-banana-pro prompt-engineering
61 stars
16 forks
376 projects
Last updated: 05 Oct 2026
awesome-gpt-image-2-prompts
Awesome GPT Image 2 Prompts
ai awesome awesome-list generative-ai gpt-image-2 gpt-image-2-prompts image-generation openai prompt-engineering prompts
55 stars
6 forks
652 projects
Last updated: 05 Oct 2026
awesome-parametric-knowledge-in-llms
Must-read papers and blogs about parametric knowledge mechanism in LLMs.
awesome knowledge large-language-models llms papers parametric-analysis prompt prompt-engineering survey
43 stars
0 forks
103 projects
Last updated: 20 Aug 2026
awesome-llm-observability
50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
ai-agents ai-engineering ai-observability awesome awesome-list claude-skills evaluation genai guardrails llm
40 stars
25 forks
87 projects
Last updated: 12 Oct 2026
awesome-vibe-coding
A curated list of vibe coding assistants, IDEs, tools and references for learning how to efficently collaborate with AI to write code. Best practices of prompt enginnering for developers. AI-powered tools for coding and UX/UI design. Our focus is on tools that allow for generating code or designs using natural language prompts.
awesome-list code-generation prompt-engineering vibe-coding
36 stars
17 forks
37 projects
Last updated: 14 Jul 2026
prompt-engineers-atlas
A Collection of useful Prompt-Engineering Technics & Resources
ai-idea ai-tools ai-tools-list awesome-list awesome-lists large-language-models llm llms prompt-engineering prompts
35 stars
5 forks
36 projects
Last updated: 18 Sep 2026
awesome-nanobanana-pro-prompts
🚀 An awesome list of 12,000+ curated Nano Banana Pro prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of the Nano Banana Pro (Nano Banana 2) AI image model.
gemini nanobanana nanobanana-pro nanobanana2 nanobananapro prompt prompt-engineering prompt-guide prompts
26 stars
1 forks
205 projects
Last updated: 19 Jun 2026
awesome-grok-bot
A curated list of ready-to-use Grok bot templates across productivity, sales, marketing, ops, success, and personal workflows.
agents ai-agents ai-bots ai-tools automation awesome awesome-list chatbots grok grok-ai
26 stars
3 forks
185 projects
Last updated: 14 Oct 2026
awesome-prompt-engineering
awesome for your to collections
awesome-list prompt-engineering
26 stars
3 forks
41 projects
Last updated: 28 Mar 2026
awesome-gpt-image-1.5
🎨 100+ selected GPT Image 1.5 prompts with images, multilingual support, and instant gallery preview. Open-source prompt engineering library
awesome gpt-image gpt-image-1-5 prompt prompt-engineering
25 stars
8 forks
541 projects
Last updated: 03 Oct 2026
Awesome-GPT-Image-2-API-Prompts
Curated GPT-Image-2 prompts for the OpenAI API — portraits, posters, UI mockups, game screenshots, character sheets, and more. Ready-to-use prompts for gpt-image-2.
ai-art ai-generated-art ai-image api awesome-list chatgpt dalle generative-ai gpt-image-2 gpt-image-2-prompts
23 stars
5 forks
55 projects
Last updated: 07 Oct 2026
llmops
🚀 The Ultimate Curated List of LLMOps Tools, Frameworks, and Resources - A comprehensive collection of the best tools for Large Language Model Operations
ai-tools artificial-intelligence awesome-list deep-learning generative-ai huggingface inference langchain large-language-models llm
20 stars
8 forks
161 projects
Last updated: 17 Sep 2026
awesome-minimax-h3-prompts
Original MiniMax H3 prompt library, MuAPI Python client, API examples, and current model notes.
ai-video ai-video-generation api-client first-frame generative-ai image-to-video json-schema minimax minimax-h3 muapi
19 stars
2 forks
68 projects
Last updated: 30 Sep 2026
awesome-gemini-omni-prompts
Gemini Omni API Prompts collection updated in real time every day, designed to help creators find inspiration faster. Free & Open Source
ai-video awesome-list gemini-omni gemini-omni-prompts prompt-engineering prompts video-generation video-prompts
19 stars
4 forks
683 projects
Last updated: 05 Oct 2026
awesome-seedance-2-prompt
Curated Seedance 2.0 video generation prompts, examples, workflows, and API guides by Martini Art.
ai-video awesome awesome-list prompt-engineering seedance seedance-2 seedance-api seedance2 video-generation video-prompt
16 stars
4 forks
38 projects
Last updated: 04 Oct 2026
Awesome-AI-Engineering
A full-stack AI engineering playbook — model foundations, post-training, AI infrastructure, RAG, agents, memory, MCP, evaluation, and production.
agent-memory ai-agents ai-engineering ai-infrastructure awesome-list deep-learning evaluation fine-tuning generative-ai langchain
16 stars
7 forks
71 projects
Last updated: 22 Sep 2026
awesome-gpt-image-2-prompts
60 production-grade prompts for OpenAI's GPT Image 2 - curated, bilingual, fully source-attributed. Live previews on Tosea.ai.
ai-art ai-prompts awesome awesome-list bilingual gpt-image-2 prompt-engineering prompts
13 stars
1 forks
120 projects
Last updated: 02 Jul 2026
awesome-semantic-textual-similarity
Awesome Semantic Textual Similarity: a curated list of Semantic Textual Similarity in Large Language Models and NLP
foundation-models large-language-models prompt-engineering prompt-similarity prompt-toolkit semantic-preserving-transformation semantic-similarity semantic-similarity-measures semantic-textual-similarity
13 stars
0 forks
51 projects
Last updated: 19 Jul 2025
prompt-tools-live
Live-updating tracker of prompt engineering tools, libraries, and techniques — refreshed every 15 mi
ai-development ai-prompts ai-tools auto-updated awesome-list awesome-prompts few-shot-learning generative-ai live-data llm-engineering
11 stars
3 forks
62 projects
Last updated: 06 Oct 2026
awesome-seedance-2-prompts
awesome-seedance-2-prompt
ai awesome awesome-list generative-ai prompt-engineering prompts seedance seedance-2 text-to-video video-generation
11 stars
4 forks
4,334 projects
Last updated: 22 Oct 2026
awesome-openclaw-memory
🦞 A curated list of memory systems, architectures, skills & best practices in the OpenClaw ecosystem. OpenClaw 记忆系统精选:论文、框架、实现与最佳实践。
agent-memory ai-agent ai-tools awesome awesome-list llm-memory mcp memory openclaw prompt-engineering
9 stars
2 forks
35 projects
Last updated: 12 May 2026
awesome-ai-coding-assistants-playbook
A centralized map of references for configuring AI coding assistants — skills, instructions, prompts, agents, rules and SDD tools.
agent-skills ai-agents ai-coding-assistant ai-tools awesome-list claude-code codex copilot-instructions cursor cursorrules
8 stars
9 forks
58 projects
Last updated: 01 Oct 2026
awesome-happy-horse-prompts
Awesome Happy Horse 1.0 Prompts
ai awesome awesome-list generative-ai happy-horse prompt-engineering prompts text-to-video video-generation
7 stars
2 forks
1,686 projects
Last updated: 05 Oct 2026
awesome-gpt-image-2-playground
The only GPT Image 2 prompt library you can run for free in your browser. 32 ready-to-run prompts, 12 languages.
ai-art ai-image-generation ai-prompts ai-tools awesome awesome-list chatgpt free-ai-tools gpt-image-2 gpt-image-2-playground
6 stars
0 forks
60 projects
Last updated: 17 Aug 2026
awesome-automated-ai
A curated list of 250+ tools for Automated AI/ML - from hyperparameter optimization to autonomous AI agents.
ai-agents artificial-intelligence automated-machine-learning automl awesome awesome-list curated-list data-science deep-learning feature-engineering
5 stars
2 forks
46 projects
Last updated: 12 Oct 2026
awesome-design-md
Bilingual local index for AI design prompts, examples, and creative references.
ai-design bilingual design-resources html prompt-engineering
4 stars
1 forks
55 projects
Last updated: 04 Sep 2026
awesome-jev-prompts
Question patterns, anti-patterns & calibration notes for Jev (TypeSafe AI) — the prompt engineering of typed decisions. 43 entries, 8 categories. EN/中文.
awesome awesome-list decision-model jev llm prompt-engineering structured-output system-one typesafe-ai
4 stars
1 forks
33 projects
Last updated: 10 Oct 2026
awesome-llm
Large Language Models (LLMs): GPT, Claude, Llama, Gemini, fine-tuning, RAG, prompt engineering, and AI agents for GenAI apps.
ai-agents anthropic chatgpt claude fine-tuning gemini generative-ai gpt instruction-tuning langchain
2 stars
1 forks
65 projects
Last updated: 12 Nov 2025
awesome-gpt-image-2-prompts
Curated collection of GPT Image 2 prompts with verified outputs, sourced from public X posts. 45 cases across 10 capability categories.
ai-art awesome awesome-list chatgpt gpt gpt-image-2 image-generation openai prompt-engineering prompts
2 stars
0 forks
48 projects
Last updated: 04 Jun 2026
awesome-prompt-engineering
🚀 A curated list of awesome prompt engineering resources, tools, and techniques for LLMs
ai awesome awesome-list chatgpt gpt langchain llm machine-learning nlp prompt-engineering
2 stars
1 forks
60 projects
Last updated: 30 Nov 2025
Awesome-muse-video-prompts-and-skills
Source-backed Muse Video prompts with real result clips, temporal consistency tests, camera workflows, and multilingual guides.
ai-video-generation awesome-list imaginevid muse-video native-audio prompt-engineering text-to-video
1 stars
0 forks
57 projects
Last updated: 05 Oct 2026
ai-llmops-index
Comprehensive LLMOps reference index: observability platforms, inference cost intelligence, failure mode taxonomy, stack compatibility matrices, and regulatory compliance mapping for LLMs in production.
ai-compliance ai-governance ai-infrastructure ai-observability ai-safety awesome-list llm-benchmarks llm-cost-comparison llm-evaluation llm-failure-modes
1 stars
0 forks
95 projects
Last updated: 12 Mar 2026
awesome-ai-rules
Curated AI editor rule files from real-world projects — compare how top repos configure Cursor, Claude Code, Copilot & more
ai-coding-tools ai-rules awesome awesome-list claude-code codex copilot-instructions cursor-rules cursorrules developer-tools
1 stars
0 forks
64 projects
Last updated: 16 Jul 2026
awesome-claude-ai
🤖 A curated list of awesome Claude AI tools, resources, integrations, and applications
ai ai-tools anthropic api awesome awesome-list chatbot claude claude-ai developer-tools
1 stars
2 forks
95 projects
Last updated: 07 Jul 2026