Experiment Code

lingzhi227

Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Use when implementing experiments for a research paper.

Install

The individual skill folder is not confirmed. This command opens the repository’s skill selector; follow the upstream instructions.

skills CLI

npx skills add lingzhi227/agent-research-skills

Scientific Agent SkillsK-DenseCollectionScience-focused skill library with 177 skills and 100+ scientific databases for biology, chemistry, medicine and drug discovery; formerly Claude Scientific Skills.Science & Research177 skills53.8k Repository stars
Game EngineGitHubOfficialExpert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering.Science & Research40.3k Repository stars
Nextflow DevelopmentAnthropicOfficialRun nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ analysis, variant calling, gene expression, differential expression, GEO reanalysis, GSE/GSM/SRR accessions, or samplesheet creation.Science & Research31.3k Repository stars
Scientific Problem SelectionAnthropicOfficialThis skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on.Science & Research31.3k Repository stars
Huggingface Paper PublisherHugging FaceOfficialPublish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.Science & Research11.2k Repository stars
Huggingface PapersHugging FaceOfficialLook up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page. Use when the user shares a Hugging Face paper page URL, an arXiv URL or ID, or asks to summarize, explain, or analyze an AI research paper.Science & Research11.2k Repository stars

Install

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