Political Science Analysis
Analyze political data, fact-check claims, and study policy impacts using evidence-based methods
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Analyze political data, fact-check claims, and study policy impacts using evidence-based methods
# Science Communication — Making Research Accessible
Query NCBI E-utilities for GenBank sequences, gene info, SNPs, ClinVar variants, and literature links. Use when the user needs nucleotide/protein sequences from GenBank, gene summaries, variant data, or cross-database links. NOT for protein annotations (use UniProt), 3D structures (use PDB), or p...
Advanced statistical testing including hypothesis testing, Bayesian analysis, survival analysis, time series, multivariate methods, and meta-analysis. Use when user needs specific statistical tests beyond basic EDA, power analysis, Bayesian inference, survival curves, time series forecasting, or ...
Query the UniProt REST API for protein sequences, function annotations, structure info, and cross-references. Use when the user needs protein data, gene-to-protein mapping, functional annotation, or FASTA sequences. NOT for nucleotide sequences (use NCBI), 3D structure files (use PDB), or pathway...
Perform quantitative meta-analysis with effect size calculation, forest plots, funnel plots, and heterogeneity assessment. Use when: user asks to combine results from multiple studies, calculate pooled effect sizes, assess publication bias, or create forest/funnel plots. NOT for: systematic revie...
Search PubMed and bioRxiv, summarise papers with LLM, build citation graphs, and generate literature review sections.
Classify scientific objects, detect patterns, and categorize data across astronomy, biology, and social sciences
# Protocol Writing — Reproducible Lab Protocols & SOPs
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