cyberneticlibrary

Validate research manuscript for publication

g3-readiness-reviewworkflowsetup L20
GBeurier/gs-loss
What it does

Conduct adversarial manuscript review

Best for

Rigorously vetting academic manuscripts through multiple independent reviewer lenses before submission, with explicit synthesis of conflicts and prioritized fixes.

Inputs
  • · [object Object]
Outputs
  • · [object Object]
Preconditions

All manuscript source files and data files readable; four independent reviewers available (or single LLM with four distinct lenses)

Failure modes
  • · Incomplete evidence cross-check; claims not verified against cited data files
  • · Single reviewer bias vs four-lens adversarial approach
  • · Missing domain expertise for the specific journal (G3 genomic selection standards)
Trust signals
  • · Schema enforces verdict enum (accept/minor/major/reject)
  • · Cross-references data files in source code, not just text
  • · Handling-editor synthesis phase deduplicates and prioritizes