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Get Started Free →Use when building a LaTeX manuscript submission pipeline with templates, latexmk, BibTeX/Biber, chktex, latexindent, CI PDF builds, compile debugging, and submission zip packaging.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-13 | ✗→✓ | ▲ Improved | 22% | 0% |
| case-07 | ✓→✓ | = Same ✓ | 14% | 0% |
| case-02 | ✓→✓ | = Same ✓ | 10% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 26% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 28% | 0% |
当用户需要:
先记录目标 venue 的官方模板或格式要求:
推荐统一入口(任选其一):
latexmk -pdf -interaction=nonstopmode -halt-on-errorscripts/build.ps1 / scripts/build.sh元规则:
.bib 是 source-of-truth对投稿系统最稳的组合:
PDF(matplotlib 导出)TIFF 600dpi(显微/照片/heatmap 视情况)chktex(常见 LaTeX 坑)latexindent(减少 diff 噪声)模板:templates/github-actions-latex.yml(参考 xu-cheng/latex-action)
Other measured skills in the registry, with their headline benchmark lift.