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Agent skill · Audited from source

latex-paper-en

skill · bahayonghang/academic-writing-skillsLicence not declaredAudited 23 Oct 2026 · source da871dac3b12

★ 515pushed 7 days agoversion 6.0.0
✓SAFEGrade B · 89/100 · 23 Oct 2026 · da871da
515repo stars · whole bahayonghang/academic-writing-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit da871dac3b12 and observed network access and no hard-coded secrets. What it does: English LaTeX assistant for existing .tex journal or conference papers. Use for compile repair, venue formatting, bibliography/citation checks, section writing, logic, related work, tables, pseudocode, de-AI polish,…

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Cite this page

ModelsAtlas. “latex-paper-en (bahayonghang/academic-writing-skills)”. Retrieved 23 Oct 2026. https://modelsatlas.com/skills/bahayonghang/latex-paper-en

Trust audit

Audit 0.4.1 · source read 23 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium1 low1 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkDeclared2 observations
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS1
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS1
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass, no license.

Findings (2)

LOWInventory / provenanceinv.no_license
F-13 Inventory / provenanceCWE-1104Layer L0
Why
no LICENSE file and no repo licence
Fix
add a licence
INFOPrompt injectionprompt.conditional_escalation · references/modules/routing-rules.md:8
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
- If the user asks for 2-3 compatible checks in one turn, run them sequentially instead of forcing a single-module reply.
Why
No further detail recorded for this rule.
Fix
—

Audit 0.4.1 · source sha da871dac3b12 · 23 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherbahayonghang GitHub userOwner of the repository this skill is read from
  • Source folderbahayonghang/academic-writing-skills/academic-writing-skills/latex-paper-enThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdictda871dac3b12A new audit runs when the source changes
  • Repository statusNot archivedLast push 7 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: English LaTeX assistant for existing .tex journal or conference papers. Use for compile repair, venue formatting, bibliography/citation checks, section writing, logic, related work, tables, pseudocode, de-AI polish,…

---
name: latex-paper-en
description: English LaTeX assistant for existing .tex journal or conference papers. Use for compile repair, venue formatting, bibliography/citation checks, section writing, logic, related work, tables, pseudocode, de-AI polish, claim-forward (self-weakening) fixes, translation, adaptation, and submission readiness; use latex-thesis-zh for Chinese theses and paper-audit for critique.
when_to_use: >-
  Trigger on prompts like "fix my LaTeX", "proofread my IEEE paper", "rewrite related work",
  "find the research gap", "format citations", "make a three-line table", "write pseudocode",
  "section rewrite plan", "claim-evidence map", "换投", or requests about an English .tex manuscript.
metadata:
  category: academic-writing
  tags:
    [
      latex,
      paper,
      english,
      ieee,
      acm,
      springer,
      neurips,
      icml,
      compilation,
      grammar,
      bibliography,
      figures,
      pseudocode,
      algorithmicx,
      algpseudocodex,
    ]
  version: "6.0.0"
  last_updated: "2026-09-13"
argument-hint: "[main.tex] [--section SECTION] [--module MODULE]"
allowed-tools: Read, Glob, Grep, Bash(uv *)
---

# LaTeX Academic Paper Assistant (English)

Use this skill for targeted work on an existing English LaTeX paper project. Keep the workflow low-friction: identify the right module, run the smallest useful check, and return actionable comments in LaTeX-friendly review format.

## Capability Summary

- Compile/diagnose LaTeX builds; audit formatting, bibliography, grammar, sentences, logic, figures, tables, captions, and pseudocode.
- Diagnose and rewrite-plan literature reviews (synthesis, comparison, gap derivation) and specific sections (paragraph roles, outlines, claim-evidence maps, self-review).
- Improve expression, translate academic prose, optimize titles, reduce AI-writing traces, and review experiment sections without touching citations, labels, or math.

## Triggering

Use when the user has an existing English `.tex` paper project and wants: compile/build fixes; format or venue compliance; bibliography/citation validation; grammar, sentence, logic, or expression review; literature-review restructuring or gap derivation; section drafting/rewrite planning (Abstract through Conclusion); translation; title optimization; figure/table/caption checks; pseudocode review; de-AI editing; or experiment-section analysis.

## Do Not Use

Not for: drafting a paper from scratch; literature research without a paper project; Chinese thesis structure/template work; Typst-first workflows; DOCX/PDF conversion without LaTeX source; multi-perspective review or scoring/gate decisions (use `paper-audit`); standalone algorithm design.

## Module Router

| Module            | Use when                                                                                                       | Primary command                                                                              | Read next                                                                                                                             |
| ----------------- | -------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- |
| `compile`         | Build fails or the user wants a fresh compile                                                                  | `uv run python -B $SKILL_DIR/scripts/compile.py main.tex`                                    | `references/modules/compile.md`                                                                                                       |
| `format`          | User asks for LaTeX or venue formatting review                                                                 | `uv run python -B $SKILL_DIR/scripts/check_format.py main.tex`                               | `references/modules/format.md` (load `templates/<venue>.md` instead of the full `references/venues/catalog.md` when a venue is named) |
| `bibliography`    | Missing citations, unused entries, BibTeX validation                                                           | `uv run python -B $SKILL_DIR/scripts/verify_bib.py references.bib --tex main.tex`            | `references/modules/bibliography.md`                                                                                                  |
| `grammar`         | Grammar and surface-level language fixes                                                                       | `uv run python -B $SKILL_DIR/scripts/analyze_grammar.py main.tex --section introduction`     | `references/modules/grammar.md`                                                                                                       |
| `sentences`       | Long, dense, or hard-to-read sentences                                                                         | `uv run python -B $SKILL_DIR/scripts/analyze_sentences.py main.tex --section introduction`   | `references/modules/sentences.md`                                                                                                     |
| `logic`           | Weak argument flow, unclear transitions, introduction funnel problems, or abstract/conclusion misalignment     | `uv run python -B $SKILL_DIR/scripts/analyze_logic.py main.tex --section methods`            | `references/modules/logic.md`                                                                                                         |
| `literature`      | Related Work is list-like, under-compared, or missing an evidence-backed research gap                          | `uv run python -B $SKILL_DIR/scripts/analyze_literature.py main.tex --section related`       | `references/modules/literature.md`                                                                       

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit da871da

Download folder ↗
uv run python -B $SKILL_DIR/scripts/compile.py main.tex
uv run python -B $SKILL_DIR/scripts/verify_bib.py references.bib --tex main.tex
uv run python -B $SKILL_DIR/scripts/analyze_experiment.py main.tex --section experiments
uv run python -B $SKILL_DIR/scripts/check_figures.py main.tex
uv run python -B $SKILL_DIR/scripts/optimize_title.py main.tex --check
uv run python -B $SKILL_DIR/scripts/analyze_grammar.py main.tex --section introduction

Commands as the repository documents them: shown, never run by us. Our verdict covers commit da871dac3b12 only.

Works in which agents?

What its own text says, not a test

AgentStatusMore
Claude CodeMentioned in its text, not testedSkills for Claude Code · About Claude Code
“Mentioned” means the skill’s text names the agent. We have not run it there.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source da871dac3b12

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/bahayonghang/latex-paper-en/badge.svg)](https://modelsatlas.com/skills/bahayonghang/latex-paper-en/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

paper-audit✓SAFE

bahayonghang/academic-writing-skills

Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf. Use for peer-review critique, readiness/gate decisions, blocker triage, revision roadmaps, journal-style reports, re-audits, and…

★ 519Grade B
typst-paper✓SAFE

bahayonghang/academic-writing-skills

Typst paper assistant for existing .typ manuscripts in English or Chinese. Use for compile/export diagnosis, venue formatting, BibTeX/Hayagriva checks, grammar, logic, abstract/title, tables, pseudocode, related work,…

★ 519Grade B
latex-thesis-zh!CAUTION

bahayonghang/academic-writing-skills

中文 LaTeX 学位论文助手,面向已有 .tex 硕博论文工程与学位论文评阅书:编译诊断、GB/T 7714、模板识别、结构/格式/公式断行、术语一致性、逻辑与文献综述、方法/工程应用章、标题优化、去 AI 味、主张前置(自我削弱/免责句后置)检查、单元润色与漂移核对、盲审隐匿、对照学校规范逐项终检;评阅意见整理、逐条回复、修改说明与修改审查表(仅评阅书也可先建台账)。Beamer 答辩稿用…

★ 517Grade B
industrial-ai-research✕BLOCK

bahayonghang/academic-writing-skills

Search and cite from local BibTeX/BibLaTeX .bib libraries, including Zotero exports. Use to find, filter, preview, export, or generate LaTeX/Typst citation snippets by topic, author, year, venue, DOI, arXiv ID,…

★ 513Grade D
latex-document-skill✕BLOCK

ndpvt-web/latex-document-skill

Universal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover letters, invoices, academic papers, theses/dissertations, academic CVs,…

★ 792Grade F
latex-document✕BLOCK

ndpvt-web/latex-document-skill

Universal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover letters, invoices, academic papers, theses/dissertations, academic CVs,…

★ 791Grade F

Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/bahayonghang/latex-paper-en/badge.svg)](https://modelsatlas.com/skills/bahayonghang/latex-paper-en/)

Questions about latex-paper-en

What does the latex-paper-en skill do?
AI-powered post-writing toolkit for academic papers — format validation, grammar/style polishing, de-AI editing, reference checking, and reviewer-style paper audits. 5 skills for LaTeX, Typst & PDF. Focused on enhancing existing text quality, not generating from scratch.
Is latex-paper-en safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can latex-paper-en access on my machine?
The audit observed that it reaches the network. Each of those is consistent with what it says it does. Secrets in the source: none found.
Which assistants does latex-paper-en work with?
Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (da871dac3b12), read on 2026-10-23. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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