strategize

To design a causal identification strategy, you specify the research design, estimand, treatment, control group, and key assumptions. This Skill proposes and validates candidate strategies before you write any code, outputting a structured strategy memo.

Causal inference design auditing evaluates the validity, inference soundness, and completeness of your research design. You need it before data collection or coding to ensure your empirical research design is robust and methodologically sound.

You audit research design validity by critiquing the proposed strategy for design flaws, inference soundness, and completeness. This Skill generates an audit report with findings classified by severity to highlight methodological weaknesses.

Yes, you need Bash along with Read, Write, Grep, Glob, and Edit capabilities to execute this Skill. These dependencies are required to process your inputs and generate the strategy memo and audit report files.

The best way to document causal identification strategies is generating a formal strategy memo detailing the estimand, treatment, control group, and assumptions. This Skill automates that documentation and pairs it with an audit report for empirical research.

This Skill assesses design validity and inference soundness but relies entirely on the inputs you provide. It does not run statistical models or process raw data, serving strictly as a pre-coding design and audit tool for empirical research.