Academic-Writing

Build a comprehensive TWFE Mathematics Explainer using a multi-agent pipeline with empirical data integration

Deep econometric review of identification strategy, TWFE, and shift-share design

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

Multi-agent thesis review — dispatches specialized agents based on scope, synthesizes combined report

Verify thesis claims against the 105-paper literature corpus using RAG

Write the thesis Introduction (Chapter 1) using a research-informed, multi-pass workflow grounded in academic writing best practices

Write or revise any thesis chapter section with section-specific templates, style matching, and verification