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conference-proceedings-guide
Find, access, and cite conference papers and proceedings effectively
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Skill 资源库
AI Skill 资源库
把 Skill 的源码、资源快照、README、包体和安装信号放进一个可搜索、可筛选的公开目录。
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data-anomaly-detection
Detect anomalies and outliers in research data using statistical methods
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denario
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…
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econml-causal-guide
Apply EconML for causal inference combining machine learning and econometrics
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interactive-viz-guide
Interactive data visualization with Plotly, ECharts, and D3
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metabase-analytics-guide
Guide to Metabase for open-source research data analytics and dashboards
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mostly-harmless-guide
Replication code and guide for Mostly Harmless Econometrics methods
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plotly-interactive-guide
Guide to Plotly.py for interactive scientific visualizations in Python
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csv-data-analyzer
Load, explore, clean, and analyze CSV data with statistical summaries
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data-cleaning-pipeline
Systematic data cleaning workflows for research datasets
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drugbank-database
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…
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geospatial-viz-guide
Create maps, choropleths, and spatial data visualizations for research
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iv-regression-guide
Apply instrumental variables, 2SLS, and address endogeneity issues
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ml-experiment-tracker
Plan reproducible ML experiment runs with parameters and metrics tracking
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network-visualization-guide
Visualize networks, graphs, citation maps, and relational data
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power-analysis-guide
Sample size calculation and statistical power analysis guide
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d3-visualization-guide
Guide to D3.js for building custom interactive data visualizations
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dataviz-skills
14 data visualization skills. Trigger: charts, plots, figures, publication-quality graphics. Design: one skill per tool with code templates and academic formatting conventions.
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echarts-visualization-guide
Guide to Apache ECharts for interactive research data dashboards
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hypothesis-testing-guide
Statistical hypothesis testing, power analysis, and significance reporting
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jupyter-notebook-guide
Best practices for computational research notebooks with reproducible workflows
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modeling-strategy-guide
Strategic statistical modeling, experimentation, and causal inference
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nonparametric-tests-guide
Apply Mann-Whitney, Kruskal-Wallis, and other nonparametric methods
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publication-figures-guide
Create journal-quality scientific figures with proper styling and accessibility
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