cyberneticlibrary

Research with parallel exploration

researchworkflowsetup L211
xopcai/xopc
What it does

Conduct multi-source research investigation

Best for

Producing cited, multi-source research reports with adversarial fact-checking when breadth matters.

Inputs
  • · Research question
Outputs
  • · Research report
  • · Citations
Requires
  • · grep
Preconditions

Required crates/files exist; Git repo initialized

Failure modes
  • · Agent timeout or output validation failure
  • · Merge/conflict during parallel work
  • · Blocking dependency unmet
Trust signals
  • · 2-vote or n-vote verification
  • · Spec-driven phase boundaries