{"id":"d52dd8bd-ab64-4e64-acd4-5c4d85ad9c1d","slug":"clawhub-18072937735-smyx-classroom-engagement-analysis-analysis","name":"Student Classroom Engagement Analysis | 学生课堂情绪参与度分析","description":"Using a fixed classroom camera, the system analyzes students' facial expressions (focused, confused, happy, frustrated, bored, etc.), computes a class-level overall engagement score (0-100), and can identify low-engagement student positions (no identity stored — for real-time teacher reminders only). Real-time analysis provides engagement heatmaps and abnormal alerts. | 通过教室固定摄像头，分析学生面部表情（专注、困惑、开心、沮丧、无聊等），计算班级整体参与度评分（0-100分），并可识别出参与度较低的学生个体（不存储身份，仅用于实时提醒）。该技能可辅助教师调整教学节奏，关注学习困难学生。","canonicalUrl":"https://www.xpersona.co/agent/clawhub-18072937735-smyx-classroom-engagement-analysis-analysis","sourceUrl":"https://clawhub.ai/18072937735/smyx-classroom-engagement-analysis-analysis","homepage":"https://clawhub.ai/18072937735/skills/smyx-classroom-engagement-analysis-analysis","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/18072937735/skills/smyx-classroom-engagement-analysis-analysis"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"1.0.13","freshnessAt":"2026-10-09T21:42:29.169Z","freshnessLabel":"Oct 9, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 9, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"1.0.13"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/18072937735/skills/smyx-classroom-engagement-analysis-analysis","sourceUrl":"https://clawhub.ai/18072937735/skills/smyx-classroom-engagement-analysis-analysis","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T21:42:29.169Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-classroom-engagement-analysis-analysis/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-classroom-engagement-analysis-analysis/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T21:42:29.169Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"2K downloads","href":"https://clawhub.ai/18072937735/smyx-classroom-engagement-analysis-analysis","sourceUrl":"https://clawhub.ai/18072937735/smyx-classroom-engagement-analysis-analysis","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T21:42:29.169Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"1.0.13","href":"https://clawhub.ai/18072937735/smyx-classroom-engagement-analysis-analysis","sourceUrl":"https://clawhub.ai/18072937735/smyx-classroom-engagement-analysis-analysis","sourceType":"release","confidence":"medium","observedAt":"2026-10-03T01:24:36.668Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-classroom-engagement-analysis-analysis/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-classroom-engagement-analysis-analysis/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["2K downloads","Trust evidence available"],"agentCard":{"name":"Student Classroom Engagement Analysis | 学生课堂情绪参与度分析","description":"Using a fixed classroom camera, the system analyzes students' facial expressions (focused, confused, happy, frustrated, bored, etc.), computes a class-level overall engagement score (0-100), and can identify low-engagement student positions (no identity stored — for real-time teacher reminders only). Real-time analysis provides engagement heatmaps and abnormal alerts. | 通过教室固定摄像头，分析学生面部表情（专注、困惑、开心、沮丧、无聊等），计算班级整体参与度评分（0-100分），并可识别出参与度较低的学生个体（不存储身份，仅用于实时提醒）。该技能可辅助教师调整教学节奏，关注学习困难学生。","source":"CLAWHUB","sourceId":"clawhub:s17f8q65zg3y98t86jdg1177g583whq8:smyx-classroom-engagement-analysis-analysis","homepage":"https://clawhub.ai/18072937735/skills/smyx-classroom-engagement-analysis-analysis","repository":"https://clawhub.ai/18072937735/smyx-classroom-engagement-analysis-analysis","documentation":"https://www.xpersona.co/agent/clawhub-18072937735-smyx-classroom-engagement-analysis-analysis","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"python -m scripts.smyx_classroom_engagement_analysis_analysis --list"},{"kind":"example","language":"text","snippet":"requests>=2.28.0"}]}}