Validate research manuscript for publication
g3-readiness-reviewworkflowsetup L2★0
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