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        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "codebase-inspection",
      "category": "github",
      "frontmatter_name": "codebase-inspection",
      "description": "Inspect codebases w/ pygount: LOC, languages, ratios.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "github-auth",
      "category": "github",
      "frontmatter_name": "github-auth",
      "description": "GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "github-code-review",
      "category": "github",
      "frontmatter_name": "github-code-review",
      "description": "Review PRs: diffs, inline comments via gh or REST.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "github-issues",
      "category": "github",
      "frontmatter_name": "github-issues",
      "description": "Create, triage, label, assign GitHub issues via gh or REST.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "github-pr-workflow",
      "category": "github",
      "frontmatter_name": "github-pr-workflow",
      "description": "GitHub PR lifecycle: branch, commit, open, CI, merge.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "github-repo-management",
      "category": "github",
      "frontmatter_name": "github-repo-management",
      "description": "Clone/create/fork repos; manage remotes, releases.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "gif-search",
      "category": "media",
      "frontmatter_name": "gif-search",
      "description": "Search/download GIFs from Tenor via curl + jq.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "heartmula",
      "category": "media",
      "frontmatter_name": "heartmula",
      "description": "HeartMuLa: Suno-like song generation from lyrics + tags.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "songsee",
      "category": "media",
      "frontmatter_name": "songsee",
      "description": "Audio spectrograms/features (mel, chroma, MFCC) via CLI.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "youtube-content",
      "category": "media",
      "frontmatter_name": "youtube-content",
      "description": "YouTube transcripts to summaries, threads, blogs.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "lm-evaluation-harness",
      "category": "mlops/evaluation",
      "frontmatter_name": "evaluating-llms-harness",
      "description": "lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).",
      "platforms": [
        "linux",
        "macos"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "weights-and-biases",
      "category": "mlops/evaluation",
      "frontmatter_name": "weights-and-biases",
      "description": "W&B: log ML experiments, sweeps, model registry, dashboards.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "huggingface-hub",
      "category": "mlops",
      "frontmatter_name": "huggingface-hub",
      "description": "HuggingFace hf CLI: search/download/upload models, datasets.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "llama-cpp",
      "category": "mlops/inference",
      "frontmatter_name": "llama-cpp",
      "description": "llama.cpp local GGUF inference + HF Hub model discovery.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "vllm",
      "category": "mlops/inference",
      "frontmatter_name": "serving-llms-vllm",
      "description": "vLLM: high-throughput LLM serving, OpenAI API, quantization.",
      "platforms": [
        "linux",
        "macos"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "audiocraft",
      "category": "mlops/models",
      "frontmatter_name": "audiocraft-audio-generation",
      "description": "AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.",
      "platforms": [
        "linux",
        "macos"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "segment-anything",
      "category": "mlops/models",
      "frontmatter_name": "segment-anything-model",
      "description": "SAM: zero-shot image segmentation via points, boxes, masks.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "obsidian",
      "category": "note-taking",
      "frontmatter_name": "obsidian",
      "description": "Read, search, create, and edit notes in the Obsidian vault.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "airtable",
      "category": "productivity",
      "frontmatter_name": "airtable",
      "description": "Airtable REST API via curl. Records CRUD, filters, upserts.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "google-workspace",
      "category": "productivity",
      "frontmatter_name": "google-workspace",
      "description": "Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "maps",
      "category": "productivity",
      "frontmatter_name": "maps",
      "description": "Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [
          "terminal"
        ],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "nano-pdf",
      "category": "productivity",
      "frontmatter_name": "nano-pdf",
      "description": "Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "notion",
      "category": "productivity",
      "frontmatter_name": "notion",
      "description": "Notion API + ntn CLI: pages, databases, markdown, Workers.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "ocr-and-documents",
      "category": "productivity",
      "frontmatter_name": "ocr-and-documents",
      "description": "Extract text from PDFs/scans (pymupdf, marker-pdf).",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "powerpoint",
      "category": "productivity",
      "frontmatter_name": "powerpoint",
      "description": "Create, read, edit .pptx decks, slides, notes, templates.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "teams-meeting-pipeline",
      "category": "productivity",
      "frontmatter_name": "teams-meeting-pipeline",
      "description": "Operate the Teams meeting summary pipeline via Hermes CLI...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "arxiv",
      "category": "research",
      "frontmatter_name": "arxiv",
      "description": "Search arXiv papers by keyword, author, category, or ID.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "blogwatcher",
      "category": "research",
      "frontmatter_name": "blogwatcher",
      "description": "Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "llm-wiki",
      "category": "research",
      "frontmatter_name": "llm-wiki",
      "description": "Karpathy's LLM Wiki: build/query interlinked markdown KB.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "polymarket",
      "category": "research",
      "frontmatter_name": "polymarket",
      "description": "Query Polymarket: markets, prices, orderbooks, history.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "research-paper-writing",
      "category": "research",
      "frontmatter_name": "research-paper-writing",
      "description": "Write ML papers for NeurIPS/ICML/ICLR: design→submit.",
      "platforms": [
        "linux",
        "macos"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [
          "terminal",
          "files"
        ],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "openhue",
      "category": "smart-home",
      "frontmatter_name": "openhue",
      "description": "Control Philips Hue lights, scenes, rooms via OpenHue CLI.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "xurl",
      "category": "social-media",
      "frontmatter_name": "xurl",
      "description": "X/Twitter via xurl CLI: post, search, DM, media, v2 API.",
      "platforms": [
        "linux",
        "macos"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "hermes-agent-skill-authoring",
      "category": "software-development",
      "frontmatter_name": "hermes-agent-skill-authoring",
      "description": "Author in-repo SKILL.md: frontmatter, validator, structure.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "node-inspect-debugger",
      "category": "software-development",
      "frontmatter_name": "node-inspect-debugger",
      "description": "Debug Node.js via --inspect + Chrome DevTools Protocol CLI.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "plan",
      "category": "software-development",
      "frontmatter_name": "plan",
      "description": "Plan mode: write an actionable markdown plan to .hermes/p...",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "python-debugpy",
      "category": "software-development",
      "frontmatter_name": "python-debugpy",
      "description": "Debug Python: pdb REPL + debugpy remote (DAP).",
      "platforms": [
        "linux",
        "macos"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "requesting-code-review",
      "category": "software-development",
      "frontmatter_name": "requesting-code-review",
      "description": "Pre-commit review: security scan, quality gates, auto-fix.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "simplify-code",
      "category": "software-development",
      "frontmatter_name": "simplify-code",
      "description": "Parallel 3-agent cleanup of recent code changes.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "spike",
      "category": "software-development",
      "frontmatter_name": "spike",
      "description": "Throwaway experiments to validate an idea before build.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "systematic-debugging",
      "category": "software-development",
      "frontmatter_name": "systematic-debugging",
      "description": "4-phase root cause debugging: understand bugs before fixing.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "test-driven-development",
      "category": "software-development",
      "frontmatter_name": "test-driven-development",
      "description": "TDD: enforce RED-GREEN-REFACTOR, tests before code.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "yuanbao",
      "category": "yuanbao",
      "frontmatter_name": "yuanbao",
      "description": "Yuanbao (元宝) groups: @mention users, query info/members.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    }
  ],
  "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."
  }
}