cnfjlhj/paperreview
skills/full/paperreview/SKILL.md
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.
$ install --global
skillsauthnpx skillsauth add cnfjlhj/ai-collab-playbook paperreviewInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 22, 2026, 9:13 PM13.8s3 files scanned
SKILL.md
- 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
paperreview.ai submission
Purpose
Submit a paper PDF to paperreview.ai using the same HTTP flow as the website:
- Request a presigned upload URL
- Upload the PDF directly to S3
- Confirm the upload to start processing and receive a token
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.
Safety model
- Treat
--submitas an irreversible external side effect (creates a real submission and returns a token). - Default to
--dry-runfirst to validate the file and show what would happen.
Email policy
The public version does not ship with a fixed email address.
- Use
--email [email protected]when doing a real submission - Keep your own email out of version-controlled defaults
How to use
1) Dry-run (no network, no submission)
python scripts/submit_http.py --pdf "/path/to/paper.pdf" --dry-run
2) Real submit (network + S3 upload + token returned)
python scripts/submit_http.py --pdf "/path/to/paper.pdf" --venue ICLR --email "[email protected]" --submit
By default, after a successful submit the token is also written next to the PDF as:
<pdf>.paperreview.token.txt
To disable token file writing:
python scripts/submit_http.py --pdf "/path/to/paper.pdf" --venue ICLR --email "[email protected]" --submit --no-token-file
3) Poll for results (every 10 minutes) and save next to the PDF
When the review is ready, paperreview.ai can be queried with:
GET /api/review/<token>202means still processing200means 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_atand_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
Minimal acceptance checks
- Dry-run: exits
0and prints basic validation info. - Submit: exits
0and prints atoken:line. Save the token immediately. - Watch: when ready, saves
.json+.mdnext to the PDF and exits0.
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