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Expert retry loop enhanced: - On "Unknown column" error, auto-DESCRIBEs the failing table - DESCRIBE result injected into re-plan context - Unmapped tables handled via SELECT * LIMIT fallback - Recovery test step 4: abrechnungsinformationen (unmapped) → success Graph animation queue: - Events queued and played sequentially with 200ms interval - Prevents bulk HUD events from canceling each other's animations - Node pulses and edge flashes play one by one Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>