cyberneticlibrary

Parallelize work on cheap models

cheap-fanout-synthesisworkflowsetup L20
sashabogi/token-scrooge
What it does

Low-budget parallel research synthesis without losing findings

Best for

Fan-out cheap research when no single synthesizer can hold the full pool.

Inputs
  • · args (JSON configuration)
  • · test probes or findings array
  • · product brief
  • · file paths or repo root
Outputs
  • · structured report with citations
Requires
  • · agent()
  • · parallel()
Preconditions
  • · Agent runtime available (Claude Code Workflow)
Failure modes
  • · Subagent failures silently dropped, partial results returned
Trust signals
  • · Deterministic orchestration with phase gates