wu-yc/LabClaw

LabClaw – Operating Layer for LabOS (Stanford-Princeton AI Co-Scientists)

1.1kStars on the repository
200Mods indexed here, across every type
5mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

wu-yc/LabClaw

Skill Claude CodeCodex

AI-powered scientific illustration generation using Gemini Image models. Creates publication-quality mechanism diagrams, pathway illustrations, and scientific figures.

not rated 1.1k +1 5mo ago A 0 tokens

scientific-slides

122

wu-yc/LabClaw

Skill Claude Code

Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and…

not rated 1.1k +1 5mo ago A 65 tokens

wu-yc/LabClaw

Skill Claude CodeCodex

Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick…

not rated 1.1k +1 5mo ago A 72 tokens

scientific-writing

124

wu-yc/LabClaw

Skill Claude Code

Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting…

not rated 1.1k +1 5mo ago A 87 tokens

scikit-learn

125

wu-yc/LabClaw

Skill Claude CodeCodex

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for…

not rated 1.1k +1 5mo ago A 68 tokens

seaborn

126

wu-yc/LabClaw

Skill Claude CodeCodex

Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use…

not rated 1.1k +1 5mo ago A 61 tokens

shap

127

wu-yc/LabClaw

Skill Claude CodeCodex

Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing…

not rated 1.1k +1 5mo ago A 109 tokens

statistical-analysis

128

wu-yc/LabClaw

Skill Claude CodeCodex

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use…

not rated 1.1k +1 5mo ago A 58 tokens

statistics

129

wu-yc/LabClaw

Skill Claude CodeCodex

Comprehensive statistical methodology for scientific research. Covers test selection, assumption verification, power analysis, effect size reporting, and reporting standards.

not rated 1.1k +1 5mo ago A 0 tokens

statsmodels

130

wu-yc/LabClaw

Skill Claude CodeCodex

Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use…

not rated 1.1k +1 5mo ago A 65 tokens

sympy

131

wu-yc/LabClaw

Skill Claude CodeCodex

Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics…

not rated 1.1k +1 5mo ago A 98 tokens

wu-yc/LabClaw

Skill Claude CodeCodex

Perform statistical modeling and regression analysis on biomedical datasets. Supports linear regression, logistic regression (binary/ordinal/multinomial), mixed-effects models, Cox proportional hazards survival analysis, Kaplan-Meier estimation, and comprehensive model diagnostics. Extracts odds ratios, hazard ratios…

not rated 1.1k +1 5mo ago A 114 tokens

transformers

133

wu-yc/LabClaw

Skill Claude CodeCodex

This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, summarization, image classification, object detection, speech recognition, and fine-tuning…

not rated 1.1k +1 5mo ago A 63 tokens

vaex

134

wu-yc/LabClaw

Skill Claude CodeCodex

Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large…

not rated 1.1k +1 5mo ago A 100 tokens

venue-templates

135

wu-yc/LabClaw

Skill Claude Code

Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing…

not rated 1.1k +1 5mo ago A 97 tokens

visualization

136

wu-yc/LabClaw

Skill Claude CodeCodex

Publication-quality scientific figure generation. GENERAL: language-agnostic (R, Python, Julia, or any tool).

not rated 1.1k +1 5mo ago A 0 tokens

wu-yc/LabClaw

Skill Claude CodeCodex

Maps natural language voice commands to concrete LabClaw skill invocations. Parses ASR output, identifies intent, selects target skill, fills parameters from context, and provides prompt templates — enabling hands-free, voice-driven anywhere-lab experiences where researchers control analysis, guidance, and data export…

not rated 1.1k +1 5mo ago A 64 tokens

writing

138

wu-yc/LabClaw

Skill Claude CodeCodex

Scientific manuscript writing across all formats, fields, and journals.

not rated 1.1k +1 5mo ago A 0 tokens

zarr-python

139

wu-yc/LabClaw

Skill Claude CodeCodex

Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.

not rated 1.1k +1 5mo ago A 42 tokens

wu-yc/LabClaw

Skill Claude CodeCodex

A guide for searching academic papers and managing references from sources such as PubMed, bioRxiv, and arXiv. PubMed indexes biomedical research, while bioRxiv and arXiv host research papers that may not yet have undergone journal peer review.

not rated 1.1k +1 5mo ago A 0 tokens

arxiv-search

141

wu-yc/LabClaw

Skill Claude CodeCodex

Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.

not rated 1.1k +1 5mo ago B 29 tokens

biomedical-search

142

wu-yc/LabClaw

Skill Claude CodeCodex

Complete biomedical information search combining PubMed, preprints, clinical trials, and FDA drug labels. Powered by Valyu semantic search.

not rated 1.1k +1 5mo ago B 30 tokens

biorxiv-database

143

wu-yc/LabClaw

Skill Claude CodeCodex

Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.

not rated 1.1k +1 5mo ago A 52 tokens

biorxiv-search

144

wu-yc/LabClaw

Skill Claude CodeCodex

Search bioRxiv biology preprints with natural language queries. Semantic search powered by Valyu.

not rated 1.1k +1 5mo ago B 24 tokens

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