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Adds a Manifest V3 Chrome extension that injects the detector when DevTools opens, with a dedicated panel for browsing findings, a toolbar popup for quick scan/toggle, and per-rule settings synced via chrome.storage. Categorizes anti-patterns into AI slop vs quality issues with visual differentiation (sparkle prefix, panel grouping). Overlay labels are polished with flush positioning, cycling for multi-finding elements, and synchronized hover darkening. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>