research / skill
Orchestra-Research/AI-Research-SKILLs
Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.
Skills Outpost does not state this repository's requirements, supported systems or data practices. The repository on GitHub may describe them.
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Orchestra-Research/AI-Research-SKILLs
MITComprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.
Topics: ai ai-research claude claude-code claude-skills codex gemini gpt-5
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Skill folders in this repository (98)
Folders that contain a SKILL.md file, from GitHub's file list on .
0-autoresearch-skill01-model-architecture/litgpt01-model-architecture/mamba01-model-architecture/nanogpt01-model-architecture/rwkv01-model-architecture/torchtitan02-tokenization/huggingface-tokenizers02-tokenization/sentencepiece03-fine-tuning/axolotl03-fine-tuning/llama-factory03-fine-tuning/peft03-fine-tuning/unsloth04-mechanistic-interpretability/nnsight04-mechanistic-interpretability/pyvene04-mechanistic-interpretability/saelens04-mechanistic-interpretability/transformer-lens05-data-processing/nemo-curator05-data-processing/ray-data06-post-training/grpo-rl-training06-post-training/miles06-post-training/openrlhf06-post-training/simpo06-post-training/slime06-post-training/torchforge06-post-training/trl-fine-tuning06-post-training/verl07-safety-alignment/constitutional-ai07-safety-alignment/llamaguard07-safety-alignment/nemo-guardrails07-safety-alignment/prompt-guard08-distributed-training/accelerate08-distributed-training/deepspeed08-distributed-training/megatron-core08-distributed-training/pytorch-fsdp208-distributed-training/pytorch-lightning08-distributed-training/ray-train09-infrastructure/lambda-labs09-infrastructure/modal09-infrastructure/skypilot10-optimization/awq10-optimization/bitsandbytes10-optimization/flash-attention10-optimization/gguf10-optimization/gptq10-optimization/hqq10-optimization/ml-training-recipes11-evaluation/bigcode-evaluation-harness11-evaluation/lm-evaluation-harness11-evaluation/nemo-evaluator12-inference-serving/llama-cpp12-inference-serving/sglang12-inference-serving/tensorrt-llm12-inference-serving/vllm13-mlops/mlflow13-mlops/swanlab13-mlops/tensorboard13-mlops/weights-and-biases14-agents/a-evolve14-agents/autogpt14-agents/crewai14-agents/langchain14-agents/llamaindex15-rag/chroma15-rag/faiss15-rag/pinecone15-rag/qdrant15-rag/sentence-transformers16-prompt-engineering/dspy16-prompt-engineering/guidance16-prompt-engineering/instructor16-prompt-engineering/outlines17-observability/langsmith17-observability/phoenix18-multimodal/audiocraft18-multimodal/blip-218-multimodal/clip18-multimodal/cosmos-policy18-multimodal/llava18-multimodal/openpi18-multimodal/openvla-oft18-multimodal/segment-anything18-multimodal/stable-diffusion18-multimodal/whisper19-emerging-techniques/knowledge-distillation19-emerging-techniques/long-context19-emerging-techniques/model-merging19-emerging-techniques/model-pruning19-emerging-techniques/moe-training19-emerging-techniques/speculative-decoding20-ml-paper-writing/academic-plotting20-ml-paper-writing/ml-paper-writing20-ml-paper-writing/presenting-conference-talks20-ml-paper-writing/systems-paper-writing21-research-ideation/brainstorming-research-ideas21-research-ideation/creative-thinking-for-research22-agent-native-research-artifact/compiler22-agent-native-research-artifact/research-manager22-agent-native-research-artifact/rigor-reviewer