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data-analyst
Analyze data, identify trends, and generate visualization recommendations
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tools scientific computing AI Skills
Discover tools scientific computing skills, compare source repositories and read the instructions for each workflow.
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GitHub
rlm-patterns
Library of Recursive Language Model analysis patterns. Reference when designing analysis strategies for large documents.
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GitHub
alphafold-database
Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.
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GitHub
time-series-analysis
Temporal pattern detection and forecasting. Use when analyzing trends over time, detecting seasonality, identifying anomalies in time series, or building simple forecasting models.
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GitHub
ab-test-analysis
Rigorous A/B test statistical analysis. Use when analyzing experiment results, calculating statistical significance, checking for sample ratio mismatch, or validating test design before launch.
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GitHub
nmrxiv
Search and download NMR spectroscopy datasets from nmrxiv.org. Use when the user asks to find NMR data, search for HSQC/HMBC/COSY/DEPT experiments, look up compounds by name or SMILES, download NMR datasets, or...
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GitHub
red-team-research
Adversarial research validation using Red Team/Blue Team methodology. Use when researching complex topics, fact-checking claims, or producing research reports. Validates outputs through Gemini 3 Pro critic befo...
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GitHub
weaver
Map-Reduce system for comprehensive reports and literature reviews. Breaks topic into chapters, researches each in parallel, then weaves into unified document. Use for deep research, reports, and synthesis.
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GitHub
rapidata-use
Use for Rapidata Python SDK tasks: authenticate with RapidataClient, submit labeling orders from datasets (compare/classification/ranking/free-text/locate/draw/select-words/timestamp), apply filters/settings/se...
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GitHub
ww-analyze
Deep analysis workflows for World Weaver memory systems, code, and architecture
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GitHub
galaxy-automation
BioBlend and Planemo expertise for Galaxy workflow automation. Galaxy API usage, workflow invocation, status checking, error handling, batch processing, and dataset management. Essential for any Galaxy automati...
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GitHub
jupyter-notebook-analysis
Patterns for analyzing, improving, and documenting Jupyter notebooks for scientific data analysis. Includes data filtering, visualization optimization, and resource analysis techniques.
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GitHub
risk-assessment
Evaluates investment risks, performs Monte Carlo simulations, and generates risk reports. Use when analyzing portfolio risk, stress testing, or regulatory compliance.
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GitHub
compsci-math
Comprehensive computational mathematics toolkit for Claude Code agents. Provides tools for five core domains from MIT's Mathematics for Computer Science curriculum - Proofs (propositions, predicates, induction,...
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GitHub
zscore
Calculate z-scores for speleothem geochemical data. Use when analyzing cave isotope anomalies, finding significant deviations, or identifying potential earthquake signals. Triggers on "zscore", "calculate z", "...
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GitHub
regional-doc
Generate regional analysis document templates for paleoseismic research. Use when starting analysis of a new cave or event, creating standardized documentation. Triggers on "new regional doc", "create analysis"...
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GitHub
smith-research
Proactive research protocol for version queries, APIs, and best practices. Use when answering questions about library versions, API documentation, or technology assessments. Covers research triggers, source cit...
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GitHub
simtrial-fundamentals
Core simtrial package functions for time-to-event clinical trial simulation. Use when generating survival data, performing weighted logrank tests, or running TTE simulations.
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GitHub
model-diagnostics
MCMC diagnostics for Bayesian models including convergence assessment, effective sample size, divergences, and posterior predictive checks.
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GitHub
tidy-itc-workflow
Master tidy modelling patterns for ITC analyses following TMwR principles. Covers workflow structure, consistent interfaces, reproducibility best practices, and data validation. Use when setting up ITC analysis...
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GitHub
ml-nmr-methodology
Deep methodology knowledge for ML-NMR including IPD/AgD integration, population adjustment, numerical integration, and prediction to target populations. Use when conducting or reviewing ML-NMR analyses.
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GitHub
blog-trend-researcher
Researches topics and trends for blog content with parallel multi-agent execution. USE WHEN orchestrator invokes research phase OR user says 'research topic', 'find trends', 'gather information for blog'.
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GitHub
gemini-deep-research
Enables Claude to conduct comprehensive research using Gemini Deep Research for in-depth analysis and reports
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GitHub
data-explore
Explore Hive tables and datasets in the Wellcome Collection data warehouse. Use this skill to query tables, understand schemas, or analyze data distributions. Invoke with /data-explore.
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