Results for “scholar-evaluation”

Evaluate scientific manuscripts and grant proposals with structured, checklist-based peer review covering methodology, statistics, reproducibility, ethics, and reporting standards.

Simulates a complete international journal peer review process with 5 dynamically configured reviewers, producing structured editorial decisions and revision roadmaps.

Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.

Reviews an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts text from PDF, runs structured review, and outputs actionable feedback.

Revise an academic paper based on internal review comments. Reads review report or annotated manuscript, then applies revisions one by one with user approval. Trigger when user says "self revise" / "paper-selfrevise" / "内部修改" / "根据审稿意见修改".

专业学术论文审稿 skill。以领域专家视角对学术论文（本地 PDF、arXiv ID/URL、粘贴文本）进行系统评审，自动识别论文学科与贡献类型并切换对应领域专家标准，输出顶会 OpenReview 风格（NeurIPS/ICLR/ICML）的标准 review 意见：Summary、Strengths、Weaknesses、Questions to Authors、Overall Score (1-10)、Confidence。输出语言跟随论文语言。触发场景包括：审论文、审稿、论文评审、review this paper、peer review、写评审意见、帮我看看这篇论文能不能中、rebuttal 前自查等。

Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior