cyberneticlibrary

Cross-check research claims with sources

deep-researchworkflowsetup L236
xz1220/open-dynamic-workflows
What it does

Execute deep research with citations

Best for

Running multi-source research with web fetching, fact verification, and cited synthesis.

Inputs
  • · {args: workflow_config}
Outputs
  • · {summary: string, results: array}
  • · {report: markdown, citations: []}
Requires
  • · multi-agent orchestration
Preconditions
  • · agent harness configured
Failure modes
  • · one parallel agent fails -> cascade
  • · output fails JSON schema validation
Trust signals
  • · Citation/reference tracking built-in
  • · Built-in adversarial verification step
  • · Multi-lens review (orthogonal expert panels)
  • · Explicit JSON schemas with required fields