Quick Start

1. Choose The Skill

Task	Skill
Generate or verify a submission letter	cover-letter
Critique a paper or make a readiness decision	paper-audit
Work on an English LaTeX paper	latex-paper-en
Work on a Chinese LaTeX thesis	latex-thesis-zh
Work on a Typst paper	typst-paper
Search a local .bib library	bib-search-citation

2. Run One Real Command

Submission cover letter

uv run python -B academic-writing-skills/cover-letter/scripts/cover_letter.py --mode generate --manuscript main.tex --journal nature --json
uv run python -B academic-writing-skills/cover-letter/scripts/cover_letter.py --mode align-check --letter cover_letter.md --manuscript main.tex --json

Paper audit

uv run python -B academic-writing-skills/paper-audit/scripts/audit.py paper.tex --mode quick-audit
uv run python -B academic-writing-skills/paper-audit/scripts/audit.py paper.tex --mode gate --venue ieee

English LaTeX paper

uv run python -B academic-writing-skills/latex-paper-en/scripts/compile.py main.tex
uv run python -B academic-writing-skills/latex-paper-en/scripts/analyze_logic.py main.tex --section methods

Chinese LaTeX thesis

uv run python -B academic-writing-skills/latex-thesis-zh/scripts/map_structure.py main.tex
uv run python -B academic-writing-skills/latex-thesis-zh/scripts/analyze_conclusion.py main.tex
uv run python -B academic-writing-skills/latex-thesis-zh/scripts/blind_review.py main.tex --check

Typst paper

uv run python academic-writing-skills/typst-paper/scripts/compile.py main.typ
uv run python academic-writing-skills/typst-paper/scripts/check_references.py main.typ

Bibliography search

uv run python -B academic-writing-skills/bib-search-citation/scripts/search_bib.py --bib references.bib --query "mamba forecasting author:Cheng year>=2024 has:code cite:both limit:5"

3. Follow The Skill Router

After the first command, open the matching skill overview. Select the smallest module or mode that matches the request and load only its routed resource.

Use the usage guide when the task changes responsibility, for example from source repair to reviewer-style audit or from manuscript evidence to submission-letter alignment.