cyberneticlibrary

Deep research with adversarial verification

nihil-odinworkflowsetup L35
ANcpLua/ancplua-claude-plugins
What it does

Conduct adversarially cross-checked web research with citations

Best for

When a transformation decision depends on external behavior, upstream docs, or evidence the repo cannot supply.

Inputs
  • · question: research question string
Outputs
  • · cited report with verified claims only
Requires
  • · WebSearch
  • · WebFetch
Preconditions

External behavior or upstream docs required to answer question

Failure modes
  • · Cross-check agents fail to return
  • · Authoritative sources unavailable
  • · Claims partly wrong but not detected
Trust signals
  • · 3-6 independent search angles
  • · Cross-check verification against sources
  • · Only primary/secondary sources included
  • · Explicit 'inferred' marking for unsupported claims