Science Skill Leaderboard
A 10-stage academic research pipeline that integrates deep research, manuscript drafting, and multi-perspective peer review simulation.
Provides API and SDK integration for protein screening experiments, including BLI/SPR and thermostability assays via the Adaptyv Bio Foundry.
A research automation toolkit for searching arXiv papers, analyzing ML experiment statistics, and planning ablation studies.
Generates parametric CAD parts and robot-description files from text, with integrated visual review and 3D print job initiation.
Structured revision workflow for ML/CV/NLP papers with section-by-section guidance, reverse outlining, and claim-evidence mapping for reviewer-facing clarity.
A collection of skills for empirical research, covering causal inference, econometrics, and the end-to-end academic writing process.
Technical implementation guides for GPU-accelerated dataframes, ETL pipelines, and mathematical optimization using NVIDIA cuDF, cuOpt, and cuFOLIO.
A library of medical writing skills for manuscript submission and bioinformatics skills for genomic and clinical data analysis.
Two-skill workflow for planning and writing philosophy/interdisciplinary papers: platform analysis, literature search, gap identification, outline optimization, then systematic writing with quality gates.
A comprehensive set of bioinformatics skills for processing alignment files, trimming PCR primers, and managing genomic data using samtools and pysam.
Reviews and rewrites AI-assisted academic prose and grant proposals to remove AI tells, enforce claim-evidence discipline, match author voice, and preserve all numbers, citations, and scholarly conventions.
A bioinformatics library for FASTA sequence analysis, affinity-based proteomics pipelines, and ancestry risk profiling.
Extracts pinouts, electrical characteristics, and technical specifications from component datasheets for use in PCB and schematic analyzers.
A set of MATLAB skills for aerospace environment computation, coordinate transformation, and statistical classification of tabular data.
Academic research tools for scientific paper searching, structured data extraction from full-text studies, and citation management.
A library of 200 Claude Code skills for Bioconductor packages, enabling annotation, enrichment, epigenomics, genomics, and general bioinformatics tasks within an agent workflow.
Reviews scientific manuscripts for clarity, precision, and consistency, applying five audit passes from clutter extraction to citation integrity.
An academic writing assistant for economics papers that applies synthesis from top guides to help with structuring, editing, and formatting research documents.
Generates parametric CadQuery models for 3D-printable functional parts, enclosures, and mechanical components.
Agent skills for drafting, auditing, and revising Nature-style manuscripts with a focus on citation verification and data availability compliance.
A collection of scientific AI skills covering bioinformatics, biostatistics, data visualization, and Opentrons lab automation.
A set of methodology skills for AI agents to execute reproducible research, including analysis design and parallel investigation dispatching.
A Stata skill library with main reference, C/C++ plugin development, runner, and contributor tools for writing reliable .do files and plugins.
Downloads paper PDFs from DOIs, titles, or batch files by resolving through Unpaywall, Semantic Scholar, arXiv, PubMed Central, bioRxiv, publisher direct, and Sci-Hub mirrors.
Executes computational and human experiments, then validates results with a statistical fallacy scan and reproducibility verification. Also supports experiment design through guided dialogue.