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Using Causal Powers

Agent skill
1 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.

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

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

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Automated security scan: Partial

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: bdffcaaa81070fa291c33bc4810cb317aed9b5d93d5d05a7ac93ac5084bbcf51

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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.
Using Causal Powers | Agent Skills Atlas