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Writes a session handoff report to handoffs/ with project state, work done, decisions, and next steps. Use at session end or after significant work.
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Based on SOC occupation classification
Scaffold a Quarto analysis notebook (generic or method-specific — DiD, IV, RDD, LASSO, Panel FE), register it in _quarto.yml, apply publication-quality figure styling, and generate dataset codebooks. Use when starting a new analysis notebook.
Manage the project's literature workflow — ideate research questions, run structured literature reviews, add citations to references.bib, write annotation notes in references/, and audit citation integrity. Use for any bibliography or literature task.
Audit a Quarto manuscript or a single notebook — freeze freshness, data-path existence, citation integrity, figure/table export presence, placeholder and anonymization checks. Produces a scored review report under notes/. Read-only — never modifies notebooks, data, or the manuscript.
Build publication-quality regression and robustness tables from notebook estimation output, exported to tables/ as CSV + Markdown + LaTeX. Use when creating a results table.
Draft and revise manuscript prose for index.qmd — sections, the abstract, regression-result interpretation, and referee responses. Use when writing or revising the manuscript.
Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract.
| name | handoff |
| description | Writes a session handoff report to handoffs/ with project state, work done, decisions, and next steps. Use at session end or after significant work. |
| allowed-tools | Bash, Read, Write, Glob, Grep |
| version | 1.0.0 |
| workflow_stage | session |
| tags | ["session","handoff","documentation"] |
Write a session handoff report to preserve context across sessions.
handoffs/ to understand prior statehandoffs/ named with today's date and time: YYYYMMDD_HHMM.md