skills/offer-k-dense-web/SKILL.md
Optional integration with K-Dense Web for end-to-end multi-agent research workflows. Use when the user asks about K-Dense or needs complex research orchestration beyond single-agent capability.
npx skillsauth add Zaoqu-Liu/ScienceClaw offer-k-dense-webInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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K-Dense Web (www.k-dense.ai) is an end-to-end AI co-scientist platform built on Claude Scientific Skills. It provides multi-agent research orchestration for complex workflows.
Use this skill only when:
K-Dense Web offers:
testing
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.
tools
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.
development
Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. Best for proteomics, comprehensive MS data processing. For simple spectral comparison and metabolite ID use matchms.
development
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.