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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.

PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!

  • pdfgpt
  • chatpdf
  • chatwithpdf

Python Toolkit for Causal and Probabilistic Reasoning

  • python
  • bayesian-networks
  • causal-inference
  • causal-discovery

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

LedFx is a network based LED effect engine designed to deliver advanced real-time audio effects to a wide variety of devices.

  • python
  • music-visualizer
  • audio-processing
  • qlc

Innovation-first digital audio workstation (DAW), instrument and effect plugins, wave editor

  • daw
  • sequencer
  • digital-audio-workstation
  • songs

Rebuild a reference video as an editable HyperFrames project, compare the match against the original, and export an MP4.

  • hyperframes
  • motion-graphics
  • python
  • video

Local AI BGM and sound effects for Claude Code and any MCP client. Stable Audio 3 on Apple Silicon (MLX) and Windows NVIDIA GPUs (PyTorch). No cloud, no API key.

Studio-grade sound effects for agents: search Pixabay, Freesound, Mixkit and Kenney, ranked by human feedback

Let agents control many desktop software directly from the cli, with one pip install, and no MCP servers.

  • adobe-after-effects
  • adobe-audition
  • adobe-illustrator
  • claude-code

This project presents a Python-based spam detector program that utilizes the Naive Bayes approach to classify emails as either spam or ham. The system is designed to accurately and efficiently identify spam messages, providing a useful tool for individuals and organizations seeking to manage their email inboxes more effectively.