Adversarially review research paper
review-paperworkflowsetup L3★0
joshspeagle/ssc-2026-AI-LLM-demo ↗What it does
Adversarially review the final draft: claims-vs-evidence, theory honesty, fair p
Best for
Use when workflow operations need review paper.
Inputs
- · args object with workflow parameters
Outputs
- · structured JSON with findings or results
Preconditions
Valid args; agent dispatch configured; schema validation enabled
Failure modes
- · Invalid or missing args
- · Agent dispatch error
- · Schema validation failure
- · Token budget exceeded
- · Barrier/gate failure
Trust signals
- · Structured output schemas
- · Multi-phase barriers
- · Adversarial verification
- · Specialized agent lenses