Scientific Skill Leaderboard
An end-to-end academic research pipeline that manages the transition from deep research to paper writing, peer review simulation, and final integrity checks.
Automates protein screening experiments, including BLI/SPR and thermostability assays, via the Adaptyv Bio Foundry API and Python SDK.
Supports academic researchers with tools for systematic literature reviews, meta-analysis, paper drafting, and peer review preparation.
Structured revision workflow for ML/CV/NLP papers with section-by-section guidance, reverse outlining, and claim-evidence mapping for reviewer-facing clarity.
A writing toolkit for de-AIing fiction and revising professional prose using specific voice profiles and narrative refactoring.
Converts arxiv papers to Python code with a pipeline that includes ambiguity detection, scope enforcement, and walkthrough notebooks.
Two-skill workflow for planning and writing philosophy/interdisciplinary papers: platform analysis, literature search, gap identification, outline optimization, then systematic writing with quality gates.
Extracts and caches structured specifications, pin functions, and electrical characteristics from electronic component datasheets for use in hardware analysis.
A comprehensive set of bioinformatics skills for processing alignment files, trimming PCR primers, and managing genomic data using samtools and pysam.
A bioinformatics library for FASTA sequence analysis, affinity-based proteomics pipelines, and genomic introgression detection.
Generates structured deep-reading notes from academic papers and exports them as Markdown for Obsidian vaults.
A skill library for CNKI search, paper download, Zotero export, journal indexing queries, and results parsing.
A design kit for creating manufacture-realistic parametric CAD models through a code-based workflow, including tools for design specifications and model validation.
Academic research tools for scientific paper searching, structured data extraction from full-text studies, and citation management.
Automates academic paper drafting by converting agent logs into LaTeX manuscripts and refining them via simulated peer review cycles.
Generates parametric CadQuery models for 3D-printable functional parts, enclosures, and mechanical components.
Analyzes AIGC writing-risk patterns and minimally revises selected thesis passages while preserving research content and structure.
Fetches and analyzes arXiv papers to provide cited architectural recommendations and identify prior-art pitfalls for ML and systems design.
Generates and refines scientific figures specifically formatted for high-impact academic journals.
Generates and validates synthesizable Verilog-2001 RTL, providing tools for testbench planning, semantic annotation, and Vivado/xsim validation.
An end-to-end training assistant for Unsloth that optimizes memory, supports SFT, DPO, GRPO, and other RL methods, and exports to local or cloud deployment targets.
CUDA kernel debugging and optimization skill using profile-first workflows with nsys, ncu, compute-sanitizer, and cuda-gdb, grounded in embedded PTX ISA and CUDA API documentation.