快速开始

1. 选择技能

任务	技能
生成或核查投稿信	cover-letter
批评论文或给出投稿判断	paper-audit
处理英文 LaTeX 论文	latex-paper-en
处理中文 LaTeX 学位论文	latex-thesis-zh
处理 Typst 论文	typst-paper
检索本地 .bib 文献库	bib-search-citation

2. 运行一条真实命令

投稿信

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

论文审查

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

英文 LaTeX 论文

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

中文 LaTeX 学位论文

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 论文

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

文献库检索

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. 按技能路由继续

运行第一条命令后，打开对应的技能概览。选择与请求匹配的最小模块 或模式，并且只加载该步骤路由到的资源。

当任务职责发生变化时，例如从源码修复转为审稿式审查，或从论文证据转为投稿信对齐， 使用使用指南重新路由。