verify-bidirectional

# 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: | Phrase | Intent | |---|---| | "is that right?", "re-examine this" | Request AI recommendation re-validation | | "something seems off", "this doesn't feel right" | Counter-argument / refinement | | "I think you said something different before" | Catch inconsistency with past decisions | | "can you be more precise?" | Proposition refinement trigger | | "what's your basis?", "why do you think that?" | Baseline grep trigger | | "check that one more time" | Self-validation request | **Exceptions** (this skill does NO...