Live survey304 models · 14 providers · 22,792 auditsAudited grill-with-docs · SAFE →What changedHow we verifyllms.txt

Agent skill · Audited from source

Latex Scaffold

skill · WILLOSCAR/research-units-pipeline-skillsLicence not declaredAudited 19 Oct 2026 · source 81994516a430

★ 513pushed 14 days ago
✓SAFEGrade B · 89/100 · 19 Oct 2026 · 8199451
513repo stars · whole WILLOSCAR/research-units-pipeline-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 81994516a430 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Scaffold a LaTeX project (`latex/main.tex`, optional bibliography wiring, structure) from an existing Markdown draft.

Ask an AI about this pageGChatGPTCClaudePPerplexityGeGeminiXGrok
More
Cite

Cite this page

ModelsAtlas. “Latex Scaffold (WILLOSCAR/research-units-pipeline-skills)”. Retrieved 19 Oct 2026. https://modelsatlas.com/skills/willoscar/latex-scaffold

Trust audit

Audit 0.4.1 · source read 19 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high1 medium1 low0 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
  • NetworkNone observedNo outbound calls in the source
  • 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, activityWARN2
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
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

Audit 0.4.1 · source sha 81994516a430 · 19 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • PublisherWILLOSCAR GitHub userOwner of the repository this skill is read from
  • Source folderWILLOSCAR/research-units-pipeline-skills/.codex/skills/latex-scaffoldThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict81994516a430A new audit runs when the source changes
  • Repository statusNot archivedLast push 14 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Scaffold a LaTeX project (`latex/main.tex`, optional bibliography wiring, structure) from an existing Markdown draft.

---
name: latex-scaffold
description: "Scaffold a LaTeX project (`latex/main.tex`, optional bibliography wiring, structure) from an existing Markdown draft."
---

# LaTeX Scaffold

## Triggers & routing

- **Trigger**: latex scaffold, md→tex, LaTeX 项目骨架, 生成 main.tex.
- **Use when**: 需要 LaTeX/PDF 交付(例如 arxiv-survey-latex pipeline),且 draft 已生成/已进入写作阶段。


Convert the approved Markdown draft into a minimal, buildable LaTeX project.

This is a deterministic conversion step; prose quality should already be addressed in `output/DRAFT.md`.

## Inputs

- `output/DRAFT.md` or `output/TUTORIAL.md`
- optional: `citations/ref.bib`

## Outputs

- `latex/main.tex` (and any required LaTeX support files)

## Layout policy

The machine-readable layout contract lives in `assets/layout_profiles.json`.
The default profile uses a 1in A4 margin, includes a table of contents, and may
split large tables. The bounded `course_paper` profile uses a documented 0.9in
A4 margin, omits the table of contents, keeps a compact table whole when
possible, and sets only the bibliography in `\small`. Body text remains 11pt.
This profile is intended to respect an explicit page range, not to manufacture
substantive completeness by shrinking the paper.

## Workflow

1. Create `latex/` directory if missing.
2. Create `latex/main.tex` with sections matching the outline.
3. Wire bibliography to `citations/ref.bib` when that file exists.

## Quality checklist

- [ ] `latex/main.tex` exists.
- [ ] If `citations/ref.bib` exists, `latex/main.tex` references it.

## Script

### Quick Start

- `uv run python .codex/skills/latex-scaffold/scripts/run.py --help`
- `uv run python .codex/skills/latex-scaffold/scripts/run.py --workspace <workspace>`

### All Options

- See `--help` (inputs/outputs are taken from the unit runner when used via pipeline)

### Examples

- Build `latex/main.tex` from `output/DRAFT.md` or `output/TUTORIAL.md`:
  - `uv run python .codex/skills/latex-scaffold/scripts/run.py --workspace <workspace>`

### Notes

- The generated `latex/main.tex` includes a table of contents (tocdepth=2) for readability.
- The `course_paper` profile omits that table of contents according to
  `assets/layout_profiles.json`; other profiles include it by default.
- Language default: the scaffold uses `article` (English-looking front matter). If the draft contains CJK characters, it switches to `ctexart` so the PDF renders correctly.
- Conversion rules (high level):
  - Headings `##/###/####` → `\section/\subsection/\subsubsection` (strips leading numeric prefixes like `1.2`).
  - Headings starting with `Appendix` / `附录` trigger `\appendix` once, then render as appendix sections.
  - Bold caption lines like `**Table 1. ...**` / `**Appendix Table A1. ...**` immediately before a Markdown table become a LaTeX `table` float with `\caption{...}` and a stable `\label{tab:...}`.
  - `## Abstract` → `abstract` environment.
  - `[@Key]` or `[@Key1; @Key2]` → `\citep{Key}` / `\citep{Key1,Key2}`.
  - Inline markdown `**bold**` / `*italic*` / `` `code` `` → `\textbf{}` / `\emph{}` / `\texttt{}`.

## Troubleshooting

### Issue: the generated `latex/main.tex` still contains Markdown markers

**Fix**:
- Re-run `latex-scaffold` and ensure the input `output/DRAFT.md` is clean (no `##`, no `**`, no `[@...]` syntax that isn""t handled).

### Issue: citations are missing in LaTeX

**Fix**:
- Ensure `citations/ref.bib` exists and the scaffold points bibliography to it; then compile with `latex-compile-qa`.

Excerpt, first 3,494 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 8199451

Download folder ↗
git clone https://github.com/WILLOSCAR/research-units-pipeline-skills
git -C research-units-pipeline-skills checkout 81994516a430

The author documents no install command, so this uses the repository directly. Our verdict covers commit 81994516a430 only.

Works in which agents?

What its own text says, not a test

AgentStatusMore
CodexMentioned in its text, not testedSkills for Codex · About Codex
“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 81994516a430

README badge

For maintainers · shows the latest audit

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

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

Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/willoscar/latex-scaffold/badge.svg)](https://modelsatlas.com/skills/willoscar/latex-scaffold/)

Questions about Latex Scaffold

What does the Latex Scaffold skill do?
Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing through structured intermediate artifacts.
Is Latex Scaffold 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 Scaffold access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Latex Scaffold work with?
Its documentation mentions codex. 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 (81994516a430), read on 2026-10-19. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

Spotted something wrong? Report a correction · Methodology

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.