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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.
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基于 SOC 职业分类
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Activates when the agent is about to recommend a framework, tool, technical practice, or methodology that might be outdated or where the model's training data might be stale.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).
| name | visual-excellence-protocol |
| description | 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. |
This skill operationalizes the .agents/rules/06-aesthetics.md rule. Its function is to verify that each visual artifact has its own identity and is not exclusively a generic product of the model's statistical distribution. It does NOT define the aesthetic laws (which are handled by the rule), but strictly enforces them before artifact delivery.
.agents/knowledge/ai-smell-registry.md is loaded to obtain the Convergence Blacklist (CBL) encompassing the 10 vectors and their exact values. This operation is internal and silent.
Mandatory verification before delivering any visual artifact.
| Condition | Result |
|---|---|
| ≥3 artifact values match CBL without domain justification | BLOCK → rewrite with domain-specific values |
| ≥1 Unicode emoji used as a UI icon | BLOCK |
≥1 link points to # without being a declared placeholder | BLOCK |
| A CTA uses literal strings from the CBL without rewriting to the domain | BLOCK |
| Condition | Result |
|---|---|
A visual decision violates the laws defined in 06-aesthetics.md | BLOCK → residue of statistical inertia |
Hover elements are not interactive, or focusable without :focus-visible | BLOCK |
| Empty space does not communicate semantic grouping (Gestalt) | BLOCK → generic padding |
| Condition | Result |
|---|---|
| MASTER-SPEC §4 constraints or existing project design systems not respected | BLOCK |
| Harmony law contradicts legacy constraint | BLOCK → declare to user and request verdict |
Upon delivering the artifact, the system explicitly communicates in standard technical language:
