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openraiser/nanoresearch

16 skills

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SkillInstalls
0-autoresearch-skillOrchestrates end-to-end autonomous AI research projects using a two-loop architecture.—academic-plottingGenerates publication-quality figures for ML papers from research context.—acceleratebrainstorming-research-ideasGuides researchers through structured ideation frameworks to discover high-impact research directions.—creative-thinking-for-researchlm-evaluation-harnessml-paper-writingWrite publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP.—ml-training-recipesBattle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics.—nanoresearch-experimentGenerate a Python code skeleton from an experiment blueprint—nanoresearch-ideationSearch academic literature and generate research hypotheses—nanoresearch-planningProduce an experiment blueprint from a research hypothesis—nanoresearch-writingDraft a LaTeX research paper from all previous stage outputs—peftParameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods.—ray-dataskypilotunsloth