← ClaudeAtlas

workshop-paper-reviewlisted

Produce OpenReview-ready peer reviews for ICML/NeurIPS/ICLR workshop papers (4-8 page submissions). Covers PDF intake, evidence-grounded review drafting, anti-anchoring scoring calibration, parallel fact-check verification against the source PDF, AI-writing-pattern removal, and bilingual (Korean draft → English submission) workflow. Produces a tight ~400-word review with Title, Rating, Confidence, Summary, Strengths, Weaknesses, and Questions for Authors — without an Overall section. Use when the user mentions reviewing a workshop paper, drafting an OpenReview submission, preparing a referee report for ICML/NeurIPS/ICLR workshops, fact-checking a review draft, or translating a Korean review draft into a publication-ready English submission.
Axect/skills · ★ 2 · AI & Automation · score 75
Install: claude install-skill Axect/skills
# Workshop Paper Review Use this skill to produce a polished OpenReview workshop review (target: ~400 words English, 5 sections, single rating). The skill embeds hard-won conventions from a 4-paper review batch and is opinionated about the anti-patterns that creep into LLM-drafted reviews. It is **not** a friendly read-through; it is structured for honest scoring, fact-grounded weaknesses, rebuttal-friendly questions, and OpenReview submission style. ## When to use - Reviewing an ICML / NeurIPS / ICLR workshop paper (4–8 page submissions, scope-clear venues). - Drafting a Korean working review for personal calibration before producing the English OpenReview submission. - Fact-checking an existing review draft against the source PDF. - Polishing a draft to remove AI-writing patterns, severity tags, vague compliments, and reviewer-centric phrasing. If the user wants an adversarial pre-submission audit on their *own* draft (not someone else's), use `adversarial-review` instead. ## Inputs to confirm Ask only for what is missing: - path to the source PDF - workshop venue (only matters for CFP scope sanity; otherwise generic OpenReview workshop form is assumed) - output language(s): Korean only, English only, or both (default: both — Korean working draft + English final) - output directory (default: same directory as the PDF) - whether a v3-style full internal review is also wanted alongside the short OpenReview submission (default: no — submission only) ## OpenReview works