duckdb-parquet-lab-workflow
Use DuckDB to query Parquet files, inspect metadata, join tables, and convert results to pandas for analysis; commonly precedes ydata-eda-profiling for EDA on extracted tables.
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Use DuckDB to query Parquet files, inspect metadata, join tables, and convert results to pandas for analysis; commonly precedes ydata-eda-profiling for EDA on extracted tables.
Generate and compare ydata-profiling EDA reports with sampling, consistent random seeds, and HTML outputs; often follows duckdb-parquet-lab-workflow when data is queried from Parquet.
Analyze, filter, transform, and convert log files using Kelora. Use for parsing logs, extracting patterns, investigating incidents, calculating metrics, or converting formats.
Create formatted business reports with data, charts, tables, and executive summaries
Process and analyze survey data to extract insights, identify patterns, and generate actionable recommendations
Create engaging data visualizations and infographics
Create Excel and CSV files with formulas, formatting, charts, and data analysis
Create comprehensive social media analytics reports with insights and recommendations
Define KPIs, build performance dashboards, track metrics, and drive data-driven decisions
DisCoPy categorical color streams via Hy with 3 parallel TAP streams
Comprehensive spreadsheet creation, editing, and analysis with support
Use when interpreting Culture Index surveys, CI profiles, behavioral assessments, or personality data. Supports individual interpretation, team composition (gas/brake/glue), burnout detection, profile compariso...
Google Docs/Sheets management via ACSet condensation. Transforms documents into GF(3)-typed Interactions, tracks comments/cells, detects saturation when all comments resolved. Use for document workflows, spread...
Attributed C-Sets as algebraic databases. Category-theoretic data structures generalizing graphs and dataframes with Gay.jl color integration.
Generate bifurcation diagrams for dynamical systems. Use when visualizing parameter-dependent behavior transitions.
Generate phase portraits for 2D dynamical systems. Use when visualizing vector fields, nullclines, and trajectories.
Hypothesis-Test Loops via REPL for Exploratory Abductive Inference with Gay.jl colors
Generate Mermaid diagrams (flowcharts, sequence, class, state, ER, C4, mindmaps, gitgraph). Use when asked to create diagrams, visualize processes, document architecture, or explain systems visually. Triggers i...
Aggregate weekly summaries into a monthly overview. Use when asked to "monthly review", "review the month", "summarize this month", or "month summary".
Generate draw.io editable diagrams (.drawio, .drawio.svg) from text, images, or Excel. Orchestrates 3-agent workflow (Analysis → Manifest → SVG generation) with quality gates. Use when creating architecture dia...
Deep analytical investigation mode using Bayesian reasoning, superforecasting techniques, and rigorous hypothesis testing. Combines methods from Kahneman, Tetlock, Peirce, and Feynman. Use when user invokes /in...
Analyze policy impacts for congressional districts and representatives' constituents. Use when the user mentions a specific district (NY-17, CA-52), a representative's name, or asks about geographic policy impa...
PolicyEngine aggregation patterns - using adds attribute and add() function for summing variables across entities
Weighted pandas DataFrames for survey microdata analysis - inequality, poverty, and distributional calculations
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。