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Projects in Awesome Lists tagged with prompt-engineering

A curated list of projects in awesome lists tagged with prompt-engineering .

https://github.com/juliusbrussee/caveman

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

ai anthropic caveman claude claude-code llm meme prompt-engineering skill tokens

Last synced: 05 Sep 2026

https://github.com/microsoft/generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

ai azure chatgpt dall-e generative-ai generativeai gpt language-model llms microsoft-for-beginners openai prompt-engineering semantic-search transformers

Last synced: 12 May 2025

https://microsoft.github.io/generative-ai-for-beginners/

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

ai azure chatgpt dall-e generative-ai generativeai gpt language-model llms microsoft-for-beginners openai prompt-engineering semantic-search transformers

Last synced: 29 Mar 2025

https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-122979-leestott

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

ai azure chatgpt dall-e generative-ai generativeai gpt language-model llms microsoft-for-beginners openai prompt-engineering semantic-search transformers

Last synced: 24 Mar 2025

https://github.com/dietrichgebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

agent-skills ai-agents claude claude-code claude-code-plugin cursor-rules developer-tools llm prompt-engineering yagni

Last synced: 06 Jul 2026

https://github.com/dair-ai/prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

chatgpt deep-learning generative-ai language-model openai prompt-engineering

Last synced: 09 Sep 2025

https://github.com/dair-ai/Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

chatgpt deep-learning language-model openai prompt-engineering

Last synced: 14 Mar 2025

https://github.com/wshobson/agents

Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI

agent-skills agentic-ai agents ai-agents anthropic automation claude-code claude-code-plugins codex-cli copilot cursor cursor-rules developer-tools gemini-cli mcp multi-agent opencode orchestration prompt-engineering workflows

Last synced: 11 Jul 2026

https://github.com/imbad0202/academic-research-skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

academic-pipeline academic-writing ai-research claude claude-code literature-review peer-review prompt-engineering

Last synced: 02 Jul 2026

https://github.com/linshenkx/prompt-optimizer

An AI prompt optimizer for writing better prompts and getting better AI results.

ai-prompts ai-tools llm prompt prompt-engineering prompt-optimization prompt-optimizer prompt-testing prompt-toolkit prompt-tuning

Last synced: 25 Apr 2026

https://github.com/mlflow/mlflow

The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

agentops agents ai ai-governance apache-spark evaluation langchain llm-evaluation llmops machine-learning ml mlflow mlops model-management observability open-source openai prompt-engineering

Last synced: 06 May 2026

https://github.com/comet-ml/opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

evaluation hacktoberfest hacktoberfest2025 langchain llama-index llm llm-evaluation llm-observability llmops open-source openai playground prompt-engineering

Last synced: 14 May 2026

https://github.com/ai4finance-foundation/fingpt

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis

Last synced: 13 May 2025

https://github.com/AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis

Last synced: 28 Mar 2025

https://github.com/tradecatlabs/vibe-coding-cn

Vibe Coding 从入门到精通教程｜AI 结对编程工作流｜Prompt、Skill、Workflow、上下文管理、codex实战指南

ai ai-agent ai-agents ai-coding ai-programming chinese claude-code codex cursor developer-tools gemini-cli glue-coding prompt-engineering prompts skills tutorial vibe-coding workflow

Last synced: 26 Jun 2026

https://github.com/langfuse/langfuse

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

analytics autogen evaluation langchain large-language-models llama-index llm llm-evaluation llm-observability llmops monitoring observability open-source openai playground prompt-engineering prompt-management self-hosted ycombinator

Last synced: 13 Mar 2026

https://github.com/microsoft/promptflow

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

ai ai-application-development ai-applications chatgpt gpt llm prompt prompt-engineering

Last synced: 12 May 2025

https://github.com/langgptai/langgpt

LangGPT: Empowering everyone to become a prompt expert!🚀 Structured Prompt，Language of GPT, 结构化提示词，结构化Prompt

chatgpt deeplearning framework gpt-4 gpt3-prompts langgpt prompt-engineering

Last synced: 12 May 2025

https://github.com/rockbenben/chatgpt-shortcut

🚀💪Maximize your efficiency and productivity. The ultimate hub to manage, customize, and share prompts. (English/中文/Español/العربية). 让生产力加倍的 AI 快捷指令。更高效地管理提示词，在分享社区中发现适用于不同场景的灵感。

ai ai-tools chatgpt chatgpt-prompts gpt llm openai productivity prompt prompt-engineering prompts

Last synced: 23 Apr 2026

https://microsoft.github.io/promptflow/

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

ai ai-application-development ai-applications chatgpt gpt llm prompt prompt-engineering

Last synced: 10 May 2025

https://github.com/portkey-ai/gateway

A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

ai-gateway gateway generative-ai hacktoberfest langchain llama-index llmops llms openai prompt-engineering router

Last synced: 13 May 2025

https://github.com/EvoMap/evolver

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

a2a agent-evolution agent-framework agent-protocol ai-agent auditable-ai autonomous-agent cli evomap gep llm-agent mcp memory-system nodejs prompt-engineering prompt-governance self-evolution self-evolving skill-library skills

Last synced: 29 Apr 2026

https://github.com/neovertex1/superprompt

SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

ai ml prompt-engineering prompts prompts-template

Last synced: 04 Feb 2026

https://github.com/promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

ci ci-cd cicd evaluation evaluation-framework llm llm-eval llm-evaluation llm-evaluation-framework llmops pentesting prompt-engineering prompt-testing prompts rag red-teaming testing vulnerability-scanners

Last synced: 03 Mar 2026

https://github.com/madcowd/ell

A language model programming library.

ai prompt-engineering

Last synced: 14 May 2025

https://github.com/swyxio/ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

ai gpt gpt-3 multimodal openai prompt-engineering stable-diffusion

Last synced: 13 May 2025

https://github.com/mufeedvh/code2prompt

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

ai chatgpt claude cli command-line command-line-tool gpt llm prompt prompt-engineering prompt-generator prompt-toolkit rust

Last synced: 14 May 2025

https://github.com/cobusgreyling/loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

agentic-ai ai-agents ai-coding anthropic automation claude claude-code codex coding-agents devops-automation devtools github-actions grok llm loop-engineering mcp prompt-engineering

Last synced: 07 Jul 2026

https://github.com/NeoVertex1/SuperPrompt

SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

ai ml prompt-engineering prompts prompts-template

Last synced: 10 Sep 2025

https://github.com/nirdiamant/prompt_engineering

This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications.

ai genai llm llms opeani prompt-engineering python tutorials

Last synced: 14 May 2025

https://github.com/MadcowD/ell

A language model programming library.

ai prompt-engineering

Last synced: 08 Sep 2025

https://github.com/thinkingjimmy/learning-prompt

Free prompt engineering online course. ChatGPT and Midjourney tutorials are now included!

prompt prompt-engineering prompt-toolkit

Last synced: 14 May 2025

https://github.com/langgptai/LangGPT

LangGPT: Empowering everyone to become a prompt expert!🚀 Structured Prompt，Language of GPT, 结构化提示词，结构化Prompt

chatgpt deeplearning framework gpt-4 gpt3-prompts langgpt prompt-engineering

Last synced: 24 Mar 2025

https://github.com/thinkingjimmy/Learning-Prompt

Free prompt engineering online course. ChatGPT and Midjourney tutorials are now included!

prompt prompt-engineering prompt-toolkit

Last synced: 16 Mar 2025

https://github.com/Kiln-AI/kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

ai chain-of-thought collaboration dataset-generation evals evaluation evaluation-framework fine-tuning machine-learning macos mcp ml ollama openai prompt prompt-engineering python rlhf synthetic-data windows

Last synced: 16 Aug 2026

https://github.com/Portkey-AI/gateway

A Blazing Fast AI Gateway. Route to 200+ LLMs with 1 fast & friendly API.

ai-gateway gateway generative-ai langchain llama-index llmops llms openai prompt-engineering router

Last synced: 24 Mar 2025

https://github.com/kyegomez/tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

artificial-intelligence chatgpt deep-learning gpt4 multimodal prompt prompt-engineering prompt-learning prompt-tuning

Last synced: 12 May 2025

https://github.com/trigaten/learn_prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers

Last synced: 13 May 2025

https://github.com/trigaten/Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers

Last synced: 24 Mar 2025

https://github.com/ibm/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

agents ai api-gateway asyncio authentication-middleware devops docker fastapi federation gateway generative-ai jwt kubernetes llm-agents mcp model-context-protocol observability prompt-engineering python tools

Last synced: 28 Aug 2026

https://github.com/langgptai/wonderful-prompts

🔥中文 prompt 精选🔥，ChatGPT 使用指南，提升 ChatGPT 可玩性和可用性！🚀

chatgpt chatgpt3 gpt3-prompts gpt3-turbo gpt35 gpt4 openai prompt-engineering prompts

Last synced: 29 Apr 2025

https://github.com/agenta-ai/agenta

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

agents evaluation llm-as-a-judge llm-evaluation llm-framework llm-monitoring llm-observability llm-platform llm-playground llm-tools llmops observability prompt-engineering prompt-management rag-evaluation

Last synced: 11 Mar 2026

https://ibm.github.io/mcp-context-forge/

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

agents ai api-gateway asyncio authentication-middleware devops docker fastapi federation gateway generative-ai jwt kubernetes llm-agents mcp model-context-protocol observability prompt-engineering python tools

Last synced: 08 Jun 2026

https://github.com/promptslab/promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

chatgpt chatgpt-api chatgpt-python gpt-3 gpt-3-prompts gpt-4 gpt-4-api gpt3-library large-language-models machine-learning nlp openai prompt-engineering prompt-toolkit prompt-tuning prompt-versioning prompting prompts promptversioning transformers

Last synced: 13 May 2025

https://github.com/langwatch/langwatch

The platform for LLM evaluations and AI agent testing

ai analytics datasets dspy evaluation gpt llm llm-ops llmops low-code observability openai prompt-engineering

Last synced: 27 Aug 2026

https://github.com/promptslab/Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

chatgpt chatgpt-api chatgpt-python gpt-3 gpt-3-prompts gpt-4 gpt-4-api gpt3-library large-language-models machine-learning nlp openai prompt-engineering prompt-toolkit prompt-tuning prompt-versioning prompting prompts promptversioning transformers

Last synced: 28 Mar 2025

https://github.com/kiln-ai/kiln

The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

ai chain-of-thought collaboration dataset-generation evals evaluation fine-tuning machine-learning macos ml ollama openai prompt prompt-engineering python rlhf synthetic-data windows

Last synced: 23 Apr 2025

https://github.com/phodal/prompt-patterns

Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt

chatgpt github-copilot prompt-engineering stable-diffusion

Last synced: 15 May 2025

https://github.com/leonxlnx/unlazy

Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.

ai-agents claude claude-code llm productivity prompt-engineering skill

Last synced: 05 Sep 2026

https://github.com/hegelai/prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

deep-learning developer-tools embeddings large-language-models llms machine-learning prompt-engineering python vector-search

Last synced: 14 May 2025

https://github.com/kangarooking/cangjie-skill

把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills

agent-workflows ai-skills automation book-to-skill knowledge-distillation prompt-engineering skill-generator templates

Last synced: 12 Aug 2026

https://github.com/pezzolabs/pezzo

🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.

ai devtools gpt-3 gpt-4 hacktoberfest javascript langchain llm llmops monitoring nestjs nodejs observability openai platform prompt prompt-engineering prompt-management python typescript

Last synced: 13 May 2025

https://github.com/ianarawjo/ChainForge?tab=readme-ov-file

An open-source visual programming environment for battle-testing prompts to LLMs.

ai evaluation large-language-models llmops llms prompt-engineering

Last synced: 08 May 2025

https://github.com/ianarawjo/chainforge

An open-source visual programming environment for battle-testing prompts to LLMs.

ai evaluation large-language-models llmops llms prompt-engineering

Last synced: 14 May 2025

https://github.com/nicepkg/aide

Conquer Any Code in VSCode: One-Click Comments, Conversions, UI-to-Code, and AI Batch Processing of Files! 在 VSCode 中征服任何代码：一键注释、转换、UI 图生成代码、AI 批量处理文件！💪

agent ai aide anthropic chatgpt claude copilot developer-tools extensions gpt gpt-4 gpt4 llm ollama openai prompt prompt-engineering software-development vscode vscode-extension

Last synced: 14 May 2025

https://github.com/openpipe/openpipe

Turn expensive prompts into cheap fine-tuned models

ai llm llmops prompt-engineering

Last synced: 14 May 2025

https://github.com/ZeroLu/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

Last synced: 07 Dec 2025

https://github.com/OpenPipe/OpenPipe

Turn expensive prompts into cheap fine-tuned models

ai llm llmops prompt-engineering

Last synced: 04 Apr 2025

https://github.com/eladlev/autoprompt

A framework for prompt tuning using Intent-based Prompt Calibration

prompt-engineering prompt-tuning synthetic-dataset-generation

Last synced: 14 May 2025

https://github.com/Eladlev/AutoPrompt

A framework for prompt tuning using Intent-based Prompt Calibration

prompt-engineering prompt-tuning synthetic-dataset-generation

Last synced: 26 Mar 2025

https://github.com/prompt-engineering/click-prompt

ClickPrompt - Streamline your prompt design, with ClickPrompt, you can easily view, share, and run these prompts with just one click. ClickPrompt 用于一键轻松查看、分享和执行您的 Prompt。

chatgpt github-copilot prompt-engineering prompt-generator prompt-tuning stable-diffusion

Last synced: 28 Sep 2025

https://github.com/spcl/graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

graph-of-thoughts graph-structures graphs large-language-models llm prompt-engineering prompting

Last synced: 13 May 2025

https://github.com/open-less/openless

Hold a key, speak, release — AI-polished text appears at your cursor in any app. Open-source voice input for macOS & Windows. (按住快捷键说话，松开即得润色后的文字)

ai-prompt asr dictation linux llm macos open-source prompt-engineering rust speech-to-text tauri typeless typeless-alternative voice-input windows wispr-flow-alternative

Last synced: 17 Jun 2026

https://github.com/uptrain-ai/uptrain

UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

autoevaluation evaluation experimentation hallucination-detection jailbreak-detection llm-eval llm-prompting llm-test llmops machine-learning monitoring openai-evals prompt-engineering root-cause-analysis

Last synced: 14 May 2025

https://github.com/ianarawjo/ChainForge

An open-source visual programming environment for battle-testing prompts to LLMs.

ai evaluation large-language-models llmops llms prompt-engineering

Last synced: 27 Mar 2025

https://github.com/mattnigh/chatgpt-free-prompt-list

A free guide for learning to create ChatGPT3 Prompts

ai chatgpt chatgpt3 chatgpt4 prompt-engineering prompts

Last synced: 15 May 2025

https://github.com/mattnigh/ChatGPT-Free-Prompt-List

A free guide for learning to create ChatGPT3 Prompts

ai chatgpt chatgpt3 chatgpt4 prompt-engineering prompts

Last synced: 02 May 2025

https://github.com/mattnigh/chatgpt3-free-prompt-list

A free guide for learning to create ChatGPT3 Prompts

ai chatgpt chatgpt3 prompt-engineering

Last synced: 08 Apr 2025

https://github.com/jtmuller5/the-hustlegpt-challenge

Building Startups with an AI Co-Founder

ai business chatgpt hustlegpt prompt-engineering startups

Last synced: 15 May 2025

https://github.com/jtmuller5/The-HustleGPT-Challenge

Building Startups with an AI Co-Founder

ai business chatgpt hustlegpt prompt-engineering startups

Last synced: 31 Mar 2025

https://github.com/yaojingang/yao-open-prompts

Yao Open Prompts：中文 AI 提示词库，覆盖工作、学习、内容、营销和生活场景

ai chinese-prompts geo prompt-engineering prompts

Last synced: 23 May 2026

https://github.com/microsoft/promptcraft-robotics

Community for applying LLMs to robotics and a robot simulator with ChatGPT integration

airsim chatgpt llm prompt-engineering robotics simulation

Last synced: 15 May 2025

https://github.com/ZeroLu/awesome-gpt-image

A curated collection of the best GPT Image 2 prompts and examples. The prompts come from top creators on X.

gpt-image gpt-image-2 image-generator prompt-engineering

Last synced: 14 Aug 2026

https://github.com/microsoft/PromptCraft-Robotics

Community for applying LLMs to robotics and a robot simulator with ChatGPT integration

airsim chatgpt llm prompt-engineering robotics simulation

Last synced: 12 Mar 2025

https://github.com/Helicone/helicone

🧊 Open source LLM-Observability Platform for Developers. One-line integration for monitoring, metrics, evals, agent tracing, prompt management, playground, etc. Supports OpenAI SDK, Vercel AI SDK, Anthropic SDK, LiteLLM, LLamaIndex, LangChain, and more. 🍓 YC W23

agent-monitoring analytics evaluation gpt langchain large-language-models llama-index llm llm-cost llm-evaluation llm-observability llmops monitoring open-source openai playground prompt-engineering prompt-management ycombinator

Last synced: 31 Mar 2025

https://github.com/AI4Finance-Foundation/FinRobot

FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀

aiagent chatgpt finance fingpt large-language-models multimodal-deep-learning prompt-engineering robo-advisor

Last synced: 09 Apr 2025