Nanoresearch Experiment
Generate a Python code skeleton from an experiment blueprint
Nanoresearch Ideation
Search academic literature and generate research hypotheses
Creative Thinking For Research
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint manipulation, and other empirically grounded creative strategies.
Consistency Polisher
A Claude skill from OpenRaiser/PaperFit.
Space Util Fixer
A Claude skill from OpenRaiser/PaperFit.
Overflow Repair
A Claude skill from OpenRaiser/PaperFit.
Writing Polish
A Claude skill from OpenRaiser/PaperFit.
Taxonomy Vto
A Claude skill from OpenRaiser/PaperFit.
Visual Inspector
A Claude skill from OpenRaiser/PaperFit.
Float Optimizer
A Claude skill from OpenRaiser/PaperFit.
Template Migrator
A Claude skill from OpenRaiser/PaperFit.
Peft Fine Tuning
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.
Brainstorming Research Ideas
Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.
Academic Plotting
Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architecture diagrams via Gemini. Given experiment results or data, auto-selects chart type and generates data-driven figures via matplotlib/seaborn. Use when creating any figure for a conference paper.
Ml Paper Writing
Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
Nanoresearch Writing
Draft a LaTeX research paper from all previous stage outputs
Nanoresearch Planning
Produce an experiment blueprint from a research hypothesis