cyberneticlibrary

Validate code changes with AI models

validation-agentsubagentsetup L20
TheFermiSea/CF-LIBS-improved
What it does

Validate code changes with multi-model external review

Best for

When external AI second opinions pre-merge prevent groupthink and catch domain-specific risks.

Inputs
  • · code diff, file paths, PR context
Outputs
  • · validation report with multi-model consensus and recommendations
Requires
  • · mcp__pal__clink
  • · mcp__pal__consensus
  • · mcp__pal__codereview
Preconditions
  • · Gemini, Codex, Claude model access
Failure modes
  • · Model disagreement unresolved
  • · Review coverage gaps on novel patterns
  • · External API timeouts
Trust signals
  • · Consensus-building across models
  • · Validation workflow automation
  • · Scope separation (read-only)