ars-academic-reviewer
by community
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Description
Multi-perspective academic paper review with dynamic reviewer personas. Runs a 5-seat, role-separated review panel (Journal-Fit Reviewer + 3 peer-review roles + Devil's Advocate) with field-specific expertise; role separation is not a claim of independent error processes. 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, 審查論文, 論文審查, 模擬審查, 同儕審查, 幫我審這篇, 以審查人角度評估, 審查者校準, 논문 심사, 동료 심사, 모의 심사, 심사자 관점에서 평가, 심사자 보정.
Install ars-academic-reviewer
Run this in your OpenClaw agent to add ars-academic-reviewer from the ClawHub registry.
openclaw skills install ars-academic-reviewerRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
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Related skills
Frequently asked questions
Is ars-academic-reviewer safe to install?
ars-academic-reviewer has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does ars-academic-reviewer cost?
ars-academic-reviewer is free to install for OpenClaw via ClawHub.
What are the best alternatives to ars-academic-reviewer?
You can compare ars-academic-reviewer side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install ars-academic-reviewer?
Install ars-academic-reviewer from ClawHub at clawhub.ai/skills/ars-academic-reviewer, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
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