菜单
Use when the user explicitly wants to upload a final or near-final PDF to paperreview.ai for an external second opinion. Skip this for local paper critique, which should go through `paper-review-pipeline` first.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when turning an academic paper PDF/arXiv/OpenReview page/local LaTeX source into a single-file Chinese HTML deep-reading page, especially when the user wants a Cheat-Sheet style explanation, KaTeX formulas, figure/table evidence, validation, or a publishable research page.
Use when you explicitly want a second local or SSH remote Codex CLI session to prototype, debug, or review code, while your current session remains the primary owner of the final result.
Use when the user wants multi-agent division of labor for research-led work and the lead should stay on the critical path while 1-2 bounded sidecars handle low-coupling tasks. Do not use this for tiny tasks, fully sequential debugging, or overlapping refactors.
Use when the user asks to review a skill, analyze skill quality, update a skill version, or run a repeatable keep/disable/archive decision loop from real failures instead of abstract best practices.
学术论文写作助手，专门用于 LaTeX 论文编写、BibTeX 管理、格式化、学术写作规范检查。适用于 AI/ML 研究论文、会议投稿（NeurIPS、ICML、ICLR 等）
Use when a task is ambiguous and needs deep multi-role planning with designer, inspiration, and reviewer perspectives before execution. Skip this for ordinary task plans.
| name | paperreview |
| description | Use when the user explicitly wants to upload a final or near-final PDF to paperreview.ai for an external second opinion. Skip this for local paper critique, which should go through `paper-review-pipeline` first. |
| version | 0.1.0 |
Submit a paper PDF to paperreview.ai using the same HTTP flow as the website:
This skill uses a small Python script so it can run deterministically without a browser. The public version requires you to provide your own email when submitting.
--submit as an irreversible external side effect (creates a real submission and returns a token).--dry-run first to validate the file and show what would happen.The public version does not ship with a fixed email address.
--email you@example.com when doing a real submissionpython scripts/submit_http.py --pdf "/path/to/paper.pdf" --dry-run
python scripts/submit_http.py --pdf "/path/to/paper.pdf" --venue ICLR --email "you@example.com" --submit
By default, after a successful submit the token is also written next to the PDF as:
<pdf>.paperreview.token.txtTo disable token file writing:
python scripts/submit_http.py --pdf "/path/to/paper.pdf" --venue ICLR --email "you@example.com" --submit --no-token-file
When the review is ready, paperreview.ai can be queried with:
GET /api/review/<token>
202 means still processing200 means ready (JSON review payload)This skill provides a polling script that saves timestamped artifacts next to the PDF:
<pdf>.paperreview.<timestamp>.json (raw JSON, includes _retrieved_at and _token)<pdf>.paperreview.<timestamp>.md (human-readable Markdown)Run (default: 10 minutes, up to 48 hours):
python scripts/watch_review.py --pdf "/path/to/paper.pdf"
One-shot check (useful for debugging / cron):
python scripts/watch_review.py --pdf "/path/to/paper.pdf" --once
0 and prints basic validation info.0 and prints a token: line. Save the token immediately..json + .md next to the PDF and exits 0.