cyberneticlibrary

Extract opportunity fields from documents

layer2-extractworkflowsetup L20
chocholous/regrantio
What it does

Run multi-phase workflow with agent dispatch

Best for

Deep extraction and classification after layer-1 initial bucketing.

Inputs
  • · workflow args object
  • · batch base path and count
Outputs
  • · candidate implementations or solutions
Requires
  • · Claude multi-model dispatch
Preconditions

Document set for extraction/classification

Failure modes
  • · args parsing fails or missing required fields
  • · agent role/specialist unavailable
Trust signals
  • · stored in repo: chocholous/regrantio