Zaoqu-Liu/ScienceClaw

Your AI Research Lab That Never Sleeps. 9 agents, 263 skills, 77 databases — from literature to publication, every discipline, zero boundaries.

60Stars on the repository
200Mods indexed here, across every type
5mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

frontend-slides

73

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Create HTML-based presentations that run in a browser. Use ONLY when the user explicitly asks for an HTML presentation or web-based slides. For PowerPoint (.pptx) generation, use the pptx-generation skill instead.

not rated 60 5mo ago A 47 tokens copy · 86% MIT

gene-database

74

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.

not rated 60 5mo ago A 49 tokens copy · 89% MIT

generate-image

75

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics…

not rated 60 5mo ago A 68 tokens original MIT

geniml

76

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or any ML-based analysis of genomic regions. Applies to BED file…

not rated 60 5mo ago A 89 tokens copy · 81% MIT

geo-database

77

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.

not rated 60 5mo ago A 47 tokens copy · 86% MIT

geopandas

78

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving…

not rated 60 5mo ago A 125 tokens copy · 86% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to…

not rated 60 5mo ago A 115 tokens copy · 91% MIT

gget

80

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold structures, enrichment analysis. Best for interactive exploration, simple queries. For batch processing or advanced BLAST use biopython; for multi-database Python workflows use bioservices.

not rated 60 5mo ago A 66 tokens copy · 94% MIT

gtars

81

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications.

not rated 60 5mo ago A 50 tokens copy · 86% MIT

gwas-database

82

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polygenic risk scores.

not rated 60 5mo ago A 50 tokens copy · 92% MIT

histolab

83

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E images. Best for simple pipelines, dataset preparation, quick tile-based analysis. For advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml.

not rated 60 5mo ago A 62 tokens copy · 95% MIT

hmdb-database

84

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomics and identification.

not rated 60 5mo ago A 46 tokens copy · 89% MIT

humanizer-zh

85

Zaoqu-Liu/ScienceClaw

Skill Claude Code

A writing editor for removing patterns that can make text appear machine-generated. It rewrites wording while keeping the original meaning and intended tone.

not rated 60 5mo ago A 120 tokens copy · 100% MIT

humanizer

86

Zaoqu-Liu/ScienceClaw

Skill Claude Code

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague…

not rated 60 5mo ago A 92 tokens copy · 88% MIT

hypogenic

87

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content analysis). Combines literature insights with data-driven hypothesis testing. For manual hypothesis formulation use…

not rated 60 5mo ago A 69 tokens copy · 91% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude Code needs its repo

Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for…

not rated 60 5mo ago A 69 tokens copy · 91% MIT

investor-materials

89

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay internally consistent across multiple fundraising assets.

not rated 60 5mo ago A 61 tokens copy · 98% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work…

not rated 60 5mo ago A 126 tokens copy · 92% MIT

kegg-database

91

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.

not rated 60 5mo ago A 60 tokens copy · 91% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows.

not rated 60 5mo ago A 41 tokens copy · 86% MIT

lamindb

93

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological…

not rated 60 5mo ago A 135 tokens copy · 83% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.

not rated 60 5mo ago A 45 tokens copy · 89% MIT

latex-posters

95

Zaoqu-Liu/ScienceClaw

Skill Claude Code

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.

not rated 60 5mo ago A 60 tokens copy · 92% MIT

literature-review

96

Zaoqu-Liu/ScienceClaw

Skill Claude Code needs its repo

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and…

not rated 60 5mo ago A 86 tokens copy · 86% MIT

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