cyberneticlibrary

Execute deterministic research pipeline

research-pipelineworkflowsetup L3393
notque/vexjoy-agent
What it does

Dynamic research fan-out, dedup, and synthesis pipeline

Best for

Execute research through fan-out collection, dedup, and analysis phases.

Inputs
  • · test probes or findings array
  • · file paths or repo root
Outputs
  • · structured report with citations
Requires
  • · agent()
  • · parallel()
  • · file I/O
Preconditions
  • · Agent runtime available (Claude Code Workflow)
  • · Python environment available
Failure modes
  • · Subagent failures silently dropped, partial results returned
  • · Pipeline barrier may deadlock if upstream returns empty
Trust signals
  • · StructuredOutput schema validation