cyberneticlibrary

Review papers across model tiers

paper-review-fanoutworkflowsetup L30
DawnEver/ai-agents
What it does

Parallel fanout of paper reviews across multiple models — Sonnet ag...

Best for

Parallel review and triage workflows across multiple criteria or models.

Inputs
  • · prompt
Outputs
  • · structured JSON output
Requires
  • · MCP tools
Preconditions

Claude Code workflow runtime

Failure modes

Agent/model failure, network timeout, invalid input schema

Trust signals
  • · uses explicit JSON schema validation
  • · tracks execution phases