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Fills all [FILL:] placeholders across the template to initialize a new research project. Use when setting up a freshly cloned project.
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Basado en la clasificación ocupacional SOC
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 | init |
| description | Fills all [FILL:] placeholders across the template to initialize a new research project. Use when setting up a freshly cloned project. |
| disable-model-invocation | true |
| allowed-tools | Bash, Read, Write, Edit, Glob, Grep |
| version | 1.0.0 |
| workflow_stage | setup |
| tags | ["setup","initialization","template"] |
Fill in all [FILL:] placeholders across the template to set up a new research project.
Scan all tracked files for [FILL: patterns and group them by file:
grep -rn "\[FILL:" --include="*.md" --include="*.qmd" --include="*.toml" --include="*.tex" --include="*.yml" .
Report how many placeholders exist and in which files.
Ask the user for project information:
index.qmd, README.md, CLAUDE.md, pyproject.toml)index.qmd)index.qmd)index.qmd)CLAUDE.md: Idea / Data collection / Analysis / Writing / Revision)CLAUDE.md and README.md)README.md)pyproject.toml name field, e.g., regional-gdp-study)Apply the values to each file:
index.qmd — title, subtitle, authors (full YAML array with affiliations/ORCID/email), abstract, keywordsREADME.md — project title, description paragraph, data section, repository URL, Quick Start clone URLCLAUDE.md — Project Context table: title, authors, stage, data sourcepyproject.toml — name, description, authors_quarto.yml — no [FILL:] placeholders by default, but verifytemplates/chadManuscript/manuscript.tex — author names and keywordsAfter applying all values, re-scan for remaining [FILL:] placeholders:
grep -rn "\[FILL:" --include="*.md" --include="*.qmd" --include="*.toml" --include="*.tex" --include="*.yml" .
Report how many remain and where (some are expected in section bodies like "Describe the data...").
Run bash scripts/render.sh to regenerate latex/index.tex with the real content.
Report a summary: files updated, placeholders filled, placeholders remaining, render status.