Agent skill · Audited from source
Latex Scaffold
skill · WILLOSCAR/research-units-pipeline-skillsLicence not declaredAudited 19 Oct 2026 · source 81994516a430
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.
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
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
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | WARN | 2 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | PASS | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass, no license.
Findings (2)
MEDIUMInventory / provenanceinv.symlink · .claude/skills
.claude/skills
- Why
- link not followed
- Fix
- —
LOWInventory / provenanceinv.no_license
- 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
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
| Agent | Status | More |
|---|---|---|
| Codex | Mentioned in its text, not tested | Skills for Codex · About Codex |
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
81994516a430
README badge
For maintainers · shows the latest audit
[](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.
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Questions about Latex Scaffold
What does the Latex Scaffold skill do?
Is Latex Scaffold safe to install?
What can Latex Scaffold access on my machine?
Which assistants does Latex Scaffold work with?
How current is this page?
Sources
- github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.c — the audited source at commit 81994516a430 and every finding aboveObserved · 19 Oct 2026
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.
- What does the Latex Scaffold skill do?
- Is Latex Scaffold safe to install?
- What can Latex Scaffold access on my machine?