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  ],
  "category_descriptions": {
    "autonomous-ai-agents": "Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.",
    "creative": "Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.",
    "data-science": "Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.",
    "email": "Skills for sending, receiving, searching, and managing email from the terminal.",
    "github": "GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.",
    "media": "Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.",
    "mlops": "Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models",
    "mlops/evaluation": "Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.",
    "mlops/inference": "Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.",
    "mlops/models": "Specific model architectures and tools — image segmentation (Segment Anything / SAM) and audio generation (AudioCraft / MusicGen). Additional model skills (CLIP, Stable Diffusion, Whisper, LLaVA) are available as optional skills.",
    "note-taking": "Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.",
    "productivity": "Skills for document creation, presentations, spreadsheets, and other productivity workflows.",
    "productivity/ocr-and-documents": "Skills for extracting text from PDFs, scanned documents, images, and other file formats using OCR and document parsing tools.",
    "research": "Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.",
    "smart-home": "Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.",
    "social-media": "Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations."
  }
}