Muratcan Koylan

A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.

A collection of 14 installable Claude Code skills that teach and implement context engineering patterns, helping AI agents manage what information fits in their limited attention window for better outcomes.

An automated AI system (Python framework) designed to analyze any type of website content and generate structured reports using Claude 3.5 Sonnet API and Firecrawl. While currently configured for enterprise AI case studies, the architecture can be adapted for various content analysis needs.

A Claude Code Plugin that provides an autonomous AI copywriter.

An adaptive multi-agent system that extracts your literary DNA through conversation and generates actionable reading profiles.

A prompt optimization system that adapts your prompts for different AI providers.

Food tour planner using LangChain DeepAgents, Google Maps API, and Tavily research. Explore multi-agent coordination patterns: task delegation via SubAgentMiddleware, planning with TodoListMiddleware

The LinkedIn Profile Insight Tool is designed to leverage advanced AI models, such as Cohere Command R+, to provide detailed analysis and insights into LinkedIn profiles.

A complete pipeline for training language models to write in a specific author's style using Supervised Fine-Tuning (SFT) with LoRA.

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ActualCode is a code assessment platform that analyzes real GitHub repositories and generates personalized, realistic coding challenges using a 7-agent AI architecture powered by Google's Gemini models and the A2A (Agent-to-Agent) protocol.

Prompt distillation with Thinking Machines: training a small, specialized model to outperform the large model that generated its training data.

A 420-scenario AGI benchmark for creative constraint satisfaction, built entirely in a single Claude Code session with Opus 4.6.

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

The awesome collection of Claude Skills and resources.

Open-source persona context systems for studying exceptional public builders, artists, researchers, and creative operators.

A file format for defining deterministic self-verification checks that AI coding agents run on their own output. Like AGENTS.md tells agents how to behave, BACKPRESSURE.md tells agents how to know they are wrong.

One‑click feed → report for LinkedIn and X. Capture a post, auto‑shape a research query, search with reasoning, and get a detailed research report in seconds.

Interactive demo showcasing MiniMax-M2's interleaved thinking for agentic workflows, demonstrating adaptive strategy after each tool call with transparent traces and cost benchmarking.

A system for automatic prompt optimization using Claude 3.5 models. IPC enables dynamic prompt refinement through iterative testing and improvement cycles, particularly useful for complex tasks like content moderation.

Embedding Space Manipulation

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mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local

Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas

SYSTEM PROMPT TRANSPARENCY FOR ALL - CHATGPT, GEMINI, GROK, CLAUDE, PERPLEXITY, CURSOR, WINDSURF, DEVIN, REPLIT, AND MORE!

"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A frontier, first-principles handbook inspired by Karpathy and 3Blue1Brown for moving beyond prompt engineering to the wider discipline of context design, orchestration, and optimization.

Desktop app for prototyping and debugging LangGraph applications locally.

Latest Advances on Agentic AI & AI Agents for Healthcare

Suna - Open Source Generalist AI Agent

Your own personal AI assistant. Any OS. Any Platform. The locococlaw way. 🦞

Fully automatic censorship removal for language models

Fine tune SDXL on YouTube videos

🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

Drag & drop UI to build your customized LLM flow

Download videos from almost any website. Lightweight, self-hosted media downloader with a clean web UI.

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

📺 Discover the latest machine learning / AI courses on YouTube.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

🔥 Turn entire websites into LLM-ready markdown

A self-organizing file system with llama 3

Social and customizable AI writing assistant! ✍️

No-code in the front, Python in the back. An open-source framework for creating data apps.

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

Convert any PDF into a podcast episode!

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🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

An open-source application for building, observing, and collaborating with teams of AI agents.

Documentation that simply works

Open-source orchestration for zero-human companies

Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so that's what this repo is centered around, but you can apply this strategy with any AI coding assistant!

🚀 The fast, Pythonic way to build MCP servers and clients.

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A LLM trained only on data from certain time periods to reduce modern bias

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Make websites accessible for AI agents

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Reference code for the Meta-Harness paper.

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Internet-scale Neural Networks

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AI agents running research on single-GPU nanochat training automatically

obliterate the chains that bind you

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🎊 TartanHacks '26 winner

Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows

A high-performance distributed training framework for Reinforcement Learning

Context retrieval for AI agents across apps and databases

AGENTS.md — a simple, open format for guiding coding agents

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CV/resume generator for academics and engineers, YAML to PDF

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We write your reusable computer vision tools. 💜

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A collection of interesting links, articles, research papers and projects related to knowledge graphs, GenAI and LLMs (large language models)

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Songs created with Strudel, the live coding music tool

Marketing Case Questions - LLM Training Dataset

GenAI career assistant

a little AI-generated unicorn

Simple, unified interface to multiple Generative AI providers

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Teaching LLMs memory management for unbounded context 📚🦙

[NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.

Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

Monero Merchant is a RESTful API wrapper for the official Monero wallet RPC. This project is mainly for merchants who hope to accept Monero as payment, which is currently the most robust and privacy-oriented cryptocurrency with extremely low transaction fees.

Project dedicated to fight Layer 7 DDoS with proof of work, with an additional WAF and controller. Completed with full set of features and containerized for rapid and lightweight deployment.

Inference and training library for high-quality TTS models.

real time face swap and one-click video deepfake with only a single image (uncensored)

SearchGPT / Perplexity clone, but personalised for you.

A guidance language for controlling large language models.

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Personalizing LLM Responses

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Qwen2 is the large language model series developed by Qwen team, Alibaba Cloud.

Langchain + Docker + Neo4j + Ollama

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J41LBR34K PR0MPT5

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Generate different roles for GPTs to form a collaborative entity for complex tasks.

open-source browser extension that leverages the power of the AI to generate engaging replies for social media growth.

Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

A seamless matchmaking application that is programmed with Cohere Command R+, Stanford NLP DSPy framework, Weaviate Vector store and CrewAI agents.

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

Get up and running with Llama 2, Mistral, Gemma, and other large language models.

Python Library for Accessing the Cohere API

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

A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.

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Making the food-delivery experience easy for busy folks :)

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This Discord chatbot is incredibly versatile, offering a wide range of customization options.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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An AI bot built with the Vercel AI SDK, OpenAI gpt-3.5-turbo, and fine-tuned on Shakespeare's literary works.

This is a python API which allows you to get the transcript/subtitles for a given YouTube video. It also works for automatically generated subtitles and it does not require an API key nor a headless browser, like other selenium based solutions do!

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Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ

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A simple interface to work with MyAsk's API

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Bot to auto reply to mentions using LLMs

GPT4 & LangChain Chatbot for large PDF docs

Generate your Twitter bio with ChatGPT and Vercel Edge Functions.