cyberneticlibrary

Review JVM code for correctness

adversarial-code-reviewworkflowsetup L34
brikk/ducklake-integrations
What it does

Review code with adversarial verification

Best for

Code/MR review across security, performance, conventions with adversarial refutation quorum gates.

Inputs
  • · args envelope (task/contract/spec path)
  • · context files if provided
Outputs
  • · structured result per phase schema
  • · markdown report/findings
Requires
  • · Claude API (agentic model)
  • · parallel() executor
Preconditions
  • · args envelope valid
  • · required paths accessible
Failure modes
  • · Refutation quorum failure (false positive)
  • · Finding threshold not met
Trust signals
  • · Structured input/output schemas
  • · Phase dependency graph
  • · Test strategy documented