Aaai26 ai Review
A multi-stage, evidence-grounded academic review agent modeled on the AAAI-26 AI Review Pilot research.
Free
Works with the AI Agents you already use
Claude Code
Cursor
Codex CLI
Muse
Dots+21 moreClaude CodeCursorCodex CLIMuseDots
Manus
Grok
Grok Bot+18 agentsaaai26-ai-review
Example session with this skill installed
Review the attached PDF of my Latent SDE paper following the AAAI-26 pilot logic. Focus on the technical soundness of my theorems and empirical comparisons in Table 2.
- Read your context and instructions
- Compiled the aaai26-ai-review
Strengths
- Novel application of Latent SDEs to time-series forecasting.
Weaknesses
- Major: Missing comparison with [Source B] in Table 2.
- Major: Theorem 3.1 assumes Lipschitz continuity without proof.
- Minor: Notational conflict between Eq. 4 and Eq. 7 regarding the 'lambda' term.
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About this skill
Generate high-quality AI-assisted peer reviews modeled on the publicly described logic of the AAAI-26 AI Review Pilot. This skill implements a multi-stage review pipeline: it decomposes the paper into specialized analysis dimensions (contributions, methodology, experiments, presentation), synthesizes findings, self-critiques the draft for unsupported claims, and runs a final quality check for anonymity leaks and citation hallucinations.
Output follows a structured format (Synopsis, Summary of Review, Strengths, Weaknesses with Major/Minor labels, References) — no accept/reject verdict by default, mirroring the AAAI-26 design philosophy of AI-as-assistance rather than AI-as-decision-maker.
Compatible with PDF input. Works for any venue: AAAI, NeurIPS, ICML, ACL, CVPR, and more.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
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- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before any payment.
Reviews
This skill has been used 20 times.
Trust & safety
Security scan
Security scan passed 6 months ago
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