Use when starting any data analysis, statistics, econometrics, or causal-inference task in R, Julia, or Python — establishes the Causal Powers discipline and routes to the right skill (question-framing, pre-analysis-plan, data-contracts, analysis-craft, analysis-checkpoints, executing-analysis-plans, wrong-number-debugging, result-verification, causal-identification, structural-estimation, analysis-review). Invoke this whenever someone asks you to analyze data, compute a metric, clean or merge datasets, fit a model, estimate an effect or a structural model, simulate a counterfactual, or check a number — even if they only say "analyze this", "what's the trend", "did it work", or "estimate the model" — so the right discipline skill fires before you touch the data.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryData & analyticsStars0
About this skill
Use when starting any data analysis, statistics, econometrics, or causal-inference task in R, Julia, or Python — establishes the Causal Powers discipline and routes to the right skill (question-framing, pre-analysis-plan, data-contracts, analysis-craft, analysis-checkpoints, executing-analysis-plans, wrong-number-debugging, result-verification, causal-identification, structural-estimation, analysis-review). Invoke this whenever someone asks you to analyze data, compute a metric, clean or merge datasets, fit a model, estimate an effect or a structural model, simulate a counterfactual, or check a number — even if they only say "analyze this", "what's the trend", "did it work", or "estimate the model" — so the right discipline skill fires before you touch the data.
Quick start
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Use when starting any data analysis, statistics, econometrics, or causal-inference task in R, Julia, or Python — establishes the Causal Powers discipline and routes to the right skill (question-framing, pre-analysis-plan, data-contracts, analysis-craft, analysis-checkpoints, executing-analysis-plans, wrong-number-debugging, result-verification, causal-identification, structural-estimation, analysis-review). Invoke this whenever someone asks you to analyze data, compute a metric, clean or merge datasets, fit a model, estimate an effect or a structural model, simulate a counterfactual, or check a number — even if they only say "analyze this", "what's the trend", "did it work", or "estimate the model" — so the right discipline skill fires before you touch the data.
About this listing
Category
Data & analytics
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.