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Get Started Free →Fills all [FILL:] placeholders across the template to initialize a new research project. Use when setting up a freshly cloned project.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-10 | ✗→✓ | ▲ Improved | 0% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -19% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -45% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -47% | 0% |
Fill in all [FILL:] placeholders across the template to set up a new research project.
[FILL: patterns and group them by file:bash grep -rn "\[FILL:" --include="*.md" --include="*.qmd" --include="*.toml" --include="*.tex" --include="*.yml" . Report how many placeholders exist and in which files.
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)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 keywords[FILL:] placeholders:bash 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...").
bash scripts/render.sh to regenerate latex/index.tex with the real content.Other measured skills in the registry, with their headline benchmark lift.