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

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.

not rated 60 5mo ago A 47 tokens copy · 95% MIT

offer-k-dense-web

122

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

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.

not rated 60 5mo ago A 42 tokens original MIT

omero-integration

123

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.

not rated 60 5mo ago A 39 tokens copy · 88% MIT

open-targets-search

124

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Search Open Targets drug-disease associations with natural language queries. Target validation powered by Valyu semantic search.

not rated 60 5mo ago B 26 tokens copy · 100% MIT

openalex-database

125

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly…

not rated 60 5mo ago A 76 tokens copy · 86% MIT

opentargets-database

126

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.

not rated 60 5mo ago A 40 tokens copy · 89% MIT

opentrons-integration

127

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.

not rated 60 5mo ago A 66 tokens copy · 88% MIT

paper-2-web

128

Zaoqu-Liu/ScienceClaw

Skill Claude Code needs its repo

This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable…

not rated 60 5mo ago A 78 tokens copy · 86% MIT

patent-drafting

129

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Draft patent applications for scientific inventions, covering claims, specification, and prior art analysis.

not rated 60 5mo ago A 0 tokens copy · 89% MIT

patents-search

130

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Search global patents with natural language queries. Prior art, patent landscapes, and innovation tracking via Valyu.

not rated 60 5mo ago B 25 tokens copy · 100% MIT

pathml

131

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Full-featured computational pathology toolkit. Use for advanced WSI analysis including multiplexed immunofluorescence (CODEX, Vectra), nucleus segmentation, tissue graph construction, and ML model training on pathology data. Supports 160+ slide formats. For simple tile extraction from H&E slides, histolab may be…

not rated 60 5mo ago A 69 tokens copy · 88% MIT

pdb-database

132

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structural biology and drug discovery.

not rated 60 5mo ago A 49 tokens copy · 95% MIT

peer-review

133

Zaoqu-Liu/ScienceClaw

Skill Claude Code needs its repo

Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating…

not rated 60 5mo ago A 71 tokens copy · 94% MIT

pennylane

134

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with…

not rated 60 5mo ago A 100 tokens copy · 86% MIT

perplexity-search

135

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex needs its repo

Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model…

not rated 60 5mo ago A 98 tokens copy · 91% MIT

plotly

136

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.

not rated 60 5mo ago A 48 tokens copy · 83% MIT

polars

137

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.

not rated 60 5mo ago A 69 tokens copy · 77% MIT

pptx-generation

138

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

A tool for creating academic PowerPoint presentations, such as conference talks, thesis defenses, group-meeting updates, and project introductions.

not rated 60 5mo ago A 70 tokens original MIT

pptx-posters

139

Zaoqu-Liu/ScienceClaw

Skill Claude Code needs its repo

Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX poster format. For standard research posters, use latex-posters instead. This skill provides modern web-based poster design with responsive layouts and easy visual…

not rated 60 5mo ago A 66 tokens copy · 86% MIT

data-analysis

140

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Load, analyze, and visualize datasets using pandas with AG Grid display.

not rated 60 5mo ago A 16 tokens original MIT

jupyter

141

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Create and execute Jupyter notebooks for interactive data analysis using jupyterexecute and jupyternotebook tools.

not rated 60 5mo ago A 23 tokens original MIT

latex-writing

142

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Create, edit, and compile LaTeX documents for academic papers using latexcompile, updatelatex, and senduidirective tools.

not rated 60 5mo ago A 30 tokens original MIT

ml-experiment

143

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Design and run machine learning experiments with proper evaluation using jupyterexecute, including training, benchmarking, and ablation studies.

not rated 60 5mo ago A 27 tokens original MIT

paper-search

144

Zaoqu-Liu/ScienceClaw

Skill Claude CodeCodex

Search and discover academic papers from arXiv and web sources using arxivtoprompt and web search.

not rated 60 5mo ago A 23 tokens original MIT

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