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

devtu-github

49

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

GitHub workflow for ToolUniverse - push code safely by moving temp files, activating pre-commit hooks, running tests, and cleaning staged files. Use when pushing to GitHub, fixing CI failures, or cleaning up before commits.

not rated 60 5mo ago A 51 tokens copy · 100% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Optimize tool descriptions in ToolUniverse JSON configs for clarity and usability. Reviews descriptions for missing prerequisites, unexpanded abbreviations, unclear parameters, and missing usage guidance. Use when reviewing tool descriptions, improving API documentation, or when user asks to check if tools are easy to…

not rated 60 5mo ago A 62 tokens copy · 100% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Optimize ToolUniverse skills for better report quality, evidence handling, and user experience. Apply patterns like tool verification, foundation data layers, disambiguation-first, evidence grading, quantified completeness, and report-only output. Use when reviewing skills, improving existing skills, or creating new…

not rated 60 5mo ago C 66 tokens original MIT

diffdock

52

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.

not rated 60 5mo ago A 40 tokens copy · 86% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.

not rated 60 5mo ago A 49 tokens copy · 88% MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.

not rated 60 5mo ago B 33 tokens copy · 100% MIT

drug-labels-search

55

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Search FDA drug labels with natural language queries. Official drug information, indications, and safety data via Valyu.

not rated 60 5mo ago B 27 tokens copy · 100% MIT

drug-repurposing

56

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Systematic drug repurposing analysis inspired by NovusAI. Evaluates existing drugs for new therapeutic indications through multi-dimensional evidence gathering across target networks, clinical trials (including failures), patent landscape, safety profiles, and off-label literature. Produces ranked repurposing…

not rated 60 5mo ago A 111 tokens original MIT

drugbank-database

57

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction…

not rated 60 5mo ago A 84 tokens copy · 95% MIT

drugbank-search

58

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Search DrugBank comprehensive drug database with natural language queries. Drug mechanisms, interactions, and safety data powered by Valyu.

not rated 60 5mo ago B 28 tokens copy · 100% MIT

ena-database

59

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.

not rated 60 5mo ago A 43 tokens copy · 86% MIT

ensembl-database

60

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.

not rated 60 5mo ago A 45 tokens copy · 84% MIT

esm

61

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein sequences, structures, or function prediction; designing novel…

not rated 60 5mo ago A 86 tokens copy · 83% MIT

etetoolkit

62

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.

not rated 60 5mo ago B 46 tokens copy · 94% MIT

evolving-memory

63

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Evolving memory system inspired by EvoScientist. Extends ScienceClaw's research memory with four record types (finding, ideation, strategy, pitfall) to enable learning from past research sessions. Recall relevant strategies and pitfalls before recipe execution, extract and persist new lessons after completion. Use at…

not rated 60 5mo ago A 86 tokens original MIT

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with…

not rated 60 5mo ago A 89 tokens copy · 88% MIT

export-docx

65

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

A workflow that converts a ScienceClaw research report and its figures into a formatted Word document. DOCX is the editable document format used by Microsoft Word.

not rated 60 5mo ago A 61 tokens original MIT

export-latex

66

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

A workflow that turns a ScienceClaw research project into a LaTeX manuscript draft, including findings, methods, figures, and references. LaTeX is a text-based system commonly used to format scientific papers.

not rated 60 5mo ago A 84 tokens original MIT

export-pptx

67

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

A research-to-slides workflow that turns a ScienceClaw project’s reports and figures into a PowerPoint presentation. ScienceClaw is a research project system.

not rated 60 5mo ago A 76 tokens original MIT

fair-data

68

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Guidelines for making scientific data FAIR: Findable, Accessible, Interoperable, and Reusable.

not rated 60 5mo ago A 0 tokens original MIT

fda-database

69

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.

not rated 60 5mo ago A 43 tokens copy · 86% MIT

figure-pipeline

70

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Five-step figure generation pipeline inspired by PaperVizAgent (Google Research, 2026). Orchestrates Retriever → Planner → Stylist → Visualizer → Critic stages for publication-quality scientific figures. Retrieves reference figures from literature, plans layout and composition, applies journal-specific styling…

not rated 60 5mo ago A 109 tokens original MIT

flowio

71

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

not rated 60 5mo ago A 47 tokens original MIT

fluidsim

72

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC…

not rated 60 5mo ago A 69 tokens copy · 84% MIT

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