Ocr TranslateCAUTION
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Overview
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
e1ba289846fdOBSERVED · 2026-10-08Install
Commands as the repository documents them. They are shown, not run.
pip install "pix2tex[gui]"
pip install git+https://github.com/lukas-blecher/LaTeX-OCR.git
pip install latextrans
pip install mathtranslate
pip install pdf2zh
pip install pdf2zh[cuda]
Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| openclaw | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: ocr-translate-skills description: "7 ocr & translation skills. Trigger: scanning documents, recognizing formulas, translating academic papers. Design: specialized OCR (LaTeX, handwriting) and translation for scholarly content." --- # OCR & Translation — 7 Skills Select the skill matching the user's need, then `read` its SKILL.md. | Skill | Description | |-------|-------------| | [handwriting-recognition-guide](./handwriting-recognition-guide/SKILL.md) | Apply handwriting OCR to digitize historical and archival documents | | [latex-ocr-guide](./latex-ocr-guide/SKILL.md) | Extract and convert mathematical formulas from images and PDFs to LaTeX code | | [latex-translation-guide](./latex-translation-guide/SKILL.md) | Translate LaTeX documents preserving math formulas and structure | | [multilingual-research-guide](./multilingual-research-guide/SKILL.md) | Strategies for translating academic papers while preserving technical accuracy | | [pdf-math-translate-guide](./pdf-math-translate-guide/SKILL.md) | Translate scientific PDFs with preserved math formatting via PDFMathTranslate | | [zotero-pdf-translate-guide](./zotero-pdf-translate-guide/SKILL.md) | Guide to Zotero PDF Translate for multilingual PDF and annotation translation | | [zotero-pdf2zh-guide](./zotero-pdf2zh-guide/SKILL.md) | PDF Chinese translation plugin for Zotero reference manager |
Trust audit
CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | FAIL |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (1)
- For engines requiring API access, set your credentials via environment variables:
Gates applied: no_behavioural_pass.
e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__ocr-translate.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | e1ba289846fd | CAUTION | B | 89 | first audit |
Questions
What does the Ocr Translate skill do?
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Is Ocr Translate safe to install?
With care. The audit graded it B (89/100) and found 1 thing worth knowing before you trust this skill, listed below with the exact line each was found on.
What can Ocr Translate access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
What do I need installed to use Ocr Translate?
Its own instructions reference read. Dependencies are pinned to exact versions.
Which assistants does Ocr Translate work with?
Its documentation mentions openclaw. 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 (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.