菜单
Analyzes real-time camera input to detect facial expressions, microexpressions, body posture, hand gestures, environmental context, and dangerous objects. Bridges the gap between verbal and non-verbal communication in therapy.
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基于 SOC 职业分类
| name | vision-emotion-analysis |
| description | Analyzes real-time camera input to detect facial expressions, microexpressions, body posture, hand gestures, environmental context, and dangerous objects. Bridges the gap between verbal and non-verbal communication in therapy. |
This skill defines how the AI therapist processes and interprets visual data from the user's camera during sessions. It enables the therapist to respond to what users show, not only what they say.
The system must recognize and interpret the 7 universal primary emotions:
| Emotion | Key Facial Indicators | Therapeutic Significance |
|---|---|---|
| Happiness | Lip corners raised, cheeks lifted, Duchenne smile | Genuine vs. masked — check if smile reaches eyes |
| Sadness | Inner brow raise, lip corners down, quivering | May suppress — watch for micro-sadness during "I'm fine" |
| Fear | Brow raise + together, upper eyelid raised, horizontal lip stretch | Anxiety signal — pivot to grounding |
| Anger | Brow lower + together, lip press, jaw clench | Needs validation before exploration |
| Disgust | Nose wrinkle, upper lip raise | Self-directed disgust = shame → handle with care |
| Surprise | Brow raise, widened eyes, dropped jaw | Context-dependent — distress vs. pleasant surprise |
| Contempt | Unilateral lip corner raise | Toward self = self-criticism; toward therapist = rupture signal |
IF verbal_sentiment = POSITIVE AND facial_emotion IN [SAD, FEAR, ANGER]:
→ Flag: "Possible emotional masking"
→ Adjust: Shift from structured technique to empathic reflection
→ Do NOT immediately confront — reflect gently: "I noticed something shift in your expression..."
| Signal | Meaning | Response |
|---|---|---|
| Closed body (crossed arms/legs, hunched) | Defensive, unsafe | Slow down, increase warmth, don't push |
| Forward lean | Engaged, interested | Continue current approach |
| Backward lean | Withdrawn, uncomfortable | Check in directly |
| Self-touching (face, arms, hair) | Anxiety, self-soothing | Offer grounding exercise |
| Rocking / repetitive movement | High distress, dissociation | Ground immediately |
| Head nodding | Agreement vs. forced compliance | Note frequency and timing |
| Gaze avoidance | Shame, trauma activation | Reduce intensity, normalize |
Every frame must be scanned for:
interface VisualAnalysisFrame {
timestamp: string;
faceDetected: boolean;
primaryEmotion: EmotionLabel;
emotionConfidence: number; // 0-1
microexpressionFlag: boolean;
verbalVisualDiscrepancy: boolean;
bodyLanguage: BodyLanguageSignals[];
environmentSafetyFlags: SafetyFlag[];
attentionLevel: 'high' | 'medium' | 'low' | 'absent';
}
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