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ai-research-skills

From Orchestra-Research

Install

/plugin marketplace add Orchestra-Research/AI-Research-SKILLs

Facts

Status
Actively maintained
Last commit
Plugins in marketplace
23

Source preview

The instructions Claude Code reads when this marketplace runs.

{
  "name": "ai-research-skills",
  "owner": {
    "name": "Orchestra Research",
    "email": "[email protected]"
  },
  "metadata": {
    "description": "Comprehensive library of 98 AI research engineering skills enabling autonomous AI research from hypothesis to experimental verification",
    "version": "1.2.0"
  },
  "plugins": [
    {
      "name": "model-architecture",
      "description": "LLM architectures and implementations including LitGPT, Mamba, NanoGPT, RWKV, and TorchTitan. Use when implementing, training, or understanding transformer and alternative architectures.",
      "source": "./",
      "strict": false,
      "skills": [
        "./01-model-architecture/litgpt",
        "./01-model-architecture/mamba",
        "./01-model-architecture/nanogpt",
        "./01-model-architecture/rwkv",
        "./01-model-architecture/torchtitan"
      ]
    },
    {
      "name": "tokenization",
      "description": "Text tokenization for LLMs including HuggingFace Tokenizers and SentencePiece. Use when training custom tokenizers or handling multilingual text.",
      "source": "./",
      "strict": false,
      "skills": [
        "./02-tokenization/huggingface-tokenizers",
        "./02-tokenization/sentencepiece"
      ]
    },
    {
      "name": "fine-tuning",
      "description": "LLM fine-tuning frameworks including Axolotl, LLaMA-Factory, PEFT, and Unsl
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