jarvis

Activates when the user declares a transversal operational pattern ("always do X", "from now on", "in every case"), or when the agent detects within the current session that a user correction or directive has systemic implications beyond the immediate task.

Activates when signs of user frustration are detected ("it doesn't work", "I already told you", "I'm fed up", "I don't understand", repeated rejection of agent proposals, or 2+ consecutive correction messages without progress).

Activates when the request includes exploration keywords ("explore", "think", "what do you think") for a nascent topic, OR when the agent detects inertia in the dialogue: weak unvalidated premises, persistent abstractions without materialization (>3 turns without a concrete artifact), or complacency regarding requests that ignore inherent complexity.

Activates when the agent is about to recommend a framework, tool, technical practice, or methodology that might be outdated or where the model's training data might be stale. Also activates within /fix (Phase 3).

Activates to verify that visual and experience artifacts comply with harmony laws, forcing deviation from the parametric footprint of AI Smell. Operates on web interfaces, CSS, PDFs, EPUBs, images, diagrams, and all content intended for visual perception.