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The Council

Orchestrated intelligence, working in harmony.

Five specialized agents inspect your manuscript in parallel — then debate.

Methodology

Experimental Rigor

scanning
I am scanning for methodological gaps. My model audits sample size, statistical power, and reproducibility against a corpus of 4.2M papers.
Pass Probability
87.4%
Issues Flagged
03findings

From rough draft to submission-ready.

Find flaws, strengthen arguments, and discover new citations — before a reviewer does.

page 1 / 14.pdf
Extractingparsing
Title
Authors
Citations
Target Venue
Knowledge Graph6 nodes
1

Build your private manuscript profile.

Upload .tex, .docx, or .pdf files. We sanitize the data, build a knowledge graph of your claims, and signal your intended target venue.

2

Receive critiques from specialized agents.

The Council convenes. Methodology checks your stats, Novelty Navigator compares your work against 4.2M papers to find gaps.

Council Session
R2 / 3
Methodology7.2
Sample size of n=240 limits generalization claims
Novelty6.8
Closest prior: Chen 2024 — 78% overlap on contrastive loss
Citation8.1
Missing foundational refs: Vaswani '17, He '16
Cross-Examination14 / 21
Verdict
Accept w/ Revisions
+12 vs draft 1
94/100
Methodology
92
Novelty
88
Citation
95
Logic
91
Writeup
96
Reviewer match
87%
3

Improve relationships with reviewers.

Submit with confidence. Our report gives you a pre-emptive defense against common reviewer complaints, ensuring a smoother review process.

View Sample Report

Exceptional tools for exceptional research.

Spot errors, improve clarity, and increase your chances of acceptance.

Adversarial Review

One agent proposes a critique, another defends the author. The Orchestrator synthesizes the conflict into a balanced report.

Zero-Retention Policy

Your IP is processed in a stateless environment. We never train on user submissions, ensuring your research stays yours.

Format Agnostic

Accepts LaTeX, PDF, and DOCX. We automatically normalize citations and formatting regardless of the source.

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