Science Skill Leaderboard
A suite of agents for academic writing, citation checking, and multi-perspective peer review simulation.
Interfaces with the Adaptyv Bio Foundry API to design, submit, and monitor protein characterization experiments including affinity assays and thermostability tests.
A set of tools for generating parametric CAD models and exporting them to 3D printers.
A research suite for conducting systematic literature reviews, meta-analyses, and drafting academic manuscripts.
Structured revision workflow for ML/CV/NLP papers with section-by-section guidance, reverse outlining, and claim-evidence mapping for reviewer-facing clarity.
Automates empirical research workflows, including data acquisition, econometric modeling, and the production of publication-ready tables and manuscripts.
A library of NVIDIA-authored skills for cuDF GPU DataFrames, dask-cuDF, and accelerated data pipeline implementation.
A set of 40 skills for automating biological data retrieval and genomic variant analysis using AlphaFold, AlphaGenome, ClinVar, and ChEMBL.
A repository of medical and biotechnological skills for automated protein testing, drug discovery agents, and AAV vector design.
A suite of skills for biomedical researchers to perform manuscript consistency checks, claim calibration, and submission-readiness preflights.
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.
Converts arxiv papers to Python code with a pipeline that includes ambiguity detection, scope enforcement, and walkthrough notebooks.
Extracts and caches structured specifications, pin functions, and electrical characteristics from electronic component datasheets for use in hardware analysis.
A set of developer tools for academic writing that automates research storytelling, knowledge graph construction, citation management, and SVG figure generation.
A comprehensive set of bioinformatics skills for processing alignment files, trimming PCR primers, and managing genomic data using samtools and pysam.
A collection of skills for configuring Simulink code interfaces and authoring Classic AUTOSAR SWCs for C/C++ code generation.
Bioinformatics tools for FASTA sequence analysis, affinity-based proteomics pipelines, and population genetics research.
A MATLAB-based toolkit for aerospace environment computation, coordinate conversion, and reliability analysis.
Academic research tools for scientific paper searching, structured data extraction from full-text studies, and citation management.
A design kit for creating manufacture-realistic parametric CAD models through a code-based workflow, including tools for design specifications and model validation.
Provides API references and a WebSocket bridge for automating PCB design, schematic editing, and extension development in EasyEDA Pro.
Reviews scientific manuscripts for clarity, precision, and consistency, applying five audit passes from clutter extraction to citation integrity.
A library of 200 Claude Code skills for Bioconductor packages, enabling annotation, enrichment, epigenomics, genomics, and general bioinformatics tasks within an agent workflow.
Optimizes configurable system parameters for model training, inference, and black-box scientific evaluations using scalar objectives.
A design skill for creating interactive 3D scenes, scientific visualizations, and spatial models using Three.js and Blender.
An automated research-paper writing pipeline that converts AI agent logs into academic drafts and refines them through simulated peer review.
Generates parametric CadQuery models for 3D-printable functional parts, enclosures, and mechanical components.
An academic writing assistant for economics papers that applies synthesis from top guides to help with structuring, editing, and formatting research documents.
Provides expertise in color theory, CSS color syntax, and the implementation of accessible semantic color tokens.
Generates and refines scientific figures specifically formatted for high-impact academic journals.
Fetches and analyzes arXiv papers to provide cited architectural recommendations and identify prior-art pitfalls for ML and systems design.
Creates and edits editable .drawio XML diagrams for scientific figures, ML architectures, and technical system layouts.
A writing utility that removes AI-generated patterns, tropes, and formulaic phrasing from drafts to produce more natural prose.
CLI agent rules for TI MSPM0 development, focusing on SysConfig configuration, DriverLib API usage, and multi-toolchain firmware workflows.
Development reference for MSPM0G3507 and K230 dual-core systems, covering peripheral drivers, control algorithms, and hardware configuration.
Generates and validates synthesizable Verilog-2001 RTL, providing tools for testbench planning, semantic annotation, and Vivado/xsim validation.
Turn vague research directions into falsifiable, evidence-grounded Research Idea Briefs with a six-stage Codex workflow.