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Deep econometric review of identification strategy, TWFE, and shift-share design
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Build a comprehensive TWFE Mathematics Explainer using a multi-agent pipeline with empirical data integration
Compile the thesis with tectonic and report results
Regenerate all CZ choropleth maps for the thesis (Frey et al. style)
Proofread a thesis chapter for grammar, style, and clarity
Review a Python analysis notebook for correctness, reproducibility, and formula consistency
Orchestrate a deep rewrite of Chapter 2 (Literature Review) using multi-agent pipeline with RAG-backed evidence
| name | check-methodology |
| description | Deep econometric review of identification strategy, TWFE, and shift-share design |
| context | fork |
| agent | causal-inference |
Run a deep causal inference review of the thesis methodology. The optional argument specifies a focus area.
thesis/chapters/04_methodology.texthesis/chapters/05_results.tex.claude/rules/causal-inference.mdidentification — Focus on parallel trends, exogeneity, and threatstwfe — Focus on TWFE validity and heterogeneous treatment concernsshift-share — Focus on Bartik instrument conditions (BHJ, GPSS)inference — Focus on clustering, small-cluster corrections, spatial correlationrobustness — Focus on sensitivity checks and what additional checks are neededReturn the structured review report with priority recommendations.