aim-experiment-guide
Track and compare research experiments with Aim experiment tracker
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
Track and compare research experiments with Aim experiment tracker
Causal inference methods including DiD, IV, RDD, and synthetic control
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
Load, explore, clean, and analyze CSV data with statistical summaries
Systematic data cleaning workflows for research datasets
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should b…
Create maps, choropleths, and spatial data visualizations for research
Apply instrumental variables, 2SLS, and address endogeneity issues
Bayesian inference methods including prior selection, MCMC, and model comparison
Generate publication-quality chart images from research data
Colorblind-friendly palettes and accessible visualization design
Guide to D3.js for building custom interactive data visualizations
14 data visualization skills. Trigger: charts, plots, figures, publication-quality graphics. Design: one skill per tool with code templates and academic formatting conventions.
Guide to Apache ECharts for interactive research data dashboards
Statistical hypothesis testing, power analysis, and significance reporting
Best practices for computational research notebooks with reproducible workflows
Clean, format, deduplicate, and manage BibTeX bibliography files for LaTeX
Set up citation alerts and track new papers citing key references
Find, access, and cite conference papers and proceedings effectively
Detect anomalies and outliers in research data using statistical methods
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, dev…
Apply EconML for causal inference combining machine learning and econometrics
Interactive data visualization with Plotly, ECharts, and D3
Guide to Metabase for open-source research data analytics and dashboards