GitHub
scientific-app-scaffold
Scaffolds a high-performance scientific GUI application using a Data-Centric Architecture (PyQt+Visualization).
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tools data analysis AI Skills
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GitHub
obsidian-infographic
Create AntV Infographic visualizations in Obsidian using fenced `infographic` code blocks. Use when the user wants to render process flows, timelines, hierarchies, charts, or comparison matrices within Obsidian...
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GitHub
google-analytics
GA4 event tracking patterns and taxonomy. Use when: implementing analytics, tracking user events, e-commerce tracking. Do not use for: general performance optimization (use performance-patterns skill). Workflow...
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GitHub
data-scientist
Data Scientist Agent. ML 모델 개발, 실험, 분석을 담당합니다.
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GitHub
qa-analyst
QA Analyst Agent. 성능 분석, 부하 테스트, 품질 메트릭 분석을 담당합니다. 성능, 부하(load), 분석, 메트릭 관련 요청 시 사용됩니다.
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GitHub
aind-infrastructure
Knowledge about AIND data infrastructure including MongoDB/DocumentDB access patterns, S3 asset storage, collection schemas, and query patterns. Use when working with AIND analysis results, querying metadata, o...
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GitHub
feature-impact-analyzer
Product strategist for scoring and ranking feature ideas using RICE/ICE prioritization frameworks, connecting features to business KPIs (retention, growth, revenue), and identifying quick wins vs strategic bets...
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GitHub
database-schema-architect
Expert guidance for designing, optimizing, and maintaining database schemas for SQL and NoSQL systems. Use when creating new databases, optimizing existing schemas, planning migrations, implementing security po...
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GitHub
user-feedback-interpreter
Comprehensive UX research assistant that analyzes user feedback from surveys, reviews, and interviews to identify trends, cluster themes, surface friction points, and generate actionable product roadmaps. Use w...
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GitHub
startup-metrics-framework
This skill should be used when the user asks about "key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance on tracking...
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GitHub
visualization
Use when "data visualization", "plotting", "charts", "matplotlib", "plotly", "seaborn", "graphs", "figures", "heatmap", "scatter plot", "bar chart", "interactive plots"
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GitHub
data-science
Use when "statistical modeling", "A/B testing", "experiment design", "causal inference", "predictive modeling", or asking about "hypothesis testing", "feature engineering", "data analysis", "pandas", "scikit-le...
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GitHub
geopandas
Use when "GeoPandas", "geospatial", "GIS", "shapefile", "GeoJSON", or asking about "spatial analysis", "coordinate transformation", "spatial join", "choropleth map", "buffer analysis", "geographic data", "map v...
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GitHub
polars
Use when "Polars", "fast dataframe", "lazy evaluation", "Arrow backend", or asking about "pandas alternative", "parallel dataframe", "large CSV processing", "ETL pipeline", "expression API"
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GitHub
dask
Use when "Dask", "parallel computing", "distributed computing", "larger than memory", or asking about "parallel pandas", "parallel numpy", "out-of-core", "multi-file processing", "cluster computing", "lazy eval...
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GitHub
networkx
Use when "NetworkX", "graph analysis", "network analysis", "graph algorithms", "shortest path", "centrality", "PageRank", "community detection", "social network", "knowledge graph"
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GitHub
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for...
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GitHub
shap
Use when "SHAP", "Shapley values", "feature importance", "model explainability", or asking about "explain predictions", "interpretable ML", "feature attribution", "waterfall plot", "beeswarm plot", "model debug...
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GitHub
team-composition-analysis
This skill should be used when the user asks to "plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity allocation", or requests organizational design and hea...
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GitHub
do-lang-r
R 4.4+ development specialist covering tidyverse, ggplot2, Shiny, and data science patterns. Use when developing data analysis pipelines, visualizations, or Shiny applications.
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GitHub
data-analysis-agent
Analyzes data with rich metadata recommendations
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GitHub
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Copilot needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) fo...
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GitHub
r-parabola-plotter
Create parabola plots using R with customizable coefficients, range, styling, and annotations. Use for mathematical visualization, quadratic function analysis, and educational demonstrations of parabolic curves...
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GitHub
sales-report-generator
Generate quarterly sales reports with executive summary, regional breakdown, and trend analysis. Use for formal business reporting.
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