verify-bidirectional — Bidirectional Self-Validation Automation

Automates the processing procedure for bidirectional self-validation. Three stages: user counter-argument → baseline update → next session reflection.

Trigger Conditions

Immediately after this harness AI recommendation/agreement/decision is committed, when the user raises a refinement challenge:

1. Proposition refinement: "isn't it more like..." / "I'd say..." / "what about this" / "what's the root?"
2. Baseline grep trigger: User cross-references own assets, memory, CLAUDE.md rules, past decisions
3. Meta-level trigger: "if you have objections" / "double-check" / "essence" / "root cause"
4. Side validation result: User runs independent tools (/skills · gh · external fetch) → catches mismatch with this harness AI hypothesis

Natural Language Triggers (works without internal vocabulary)

Also triggered in external user environments by these natural language phrases: