Real Skill packageSource verifiedClawHub registry

Student Classroom Engagement Analysis | 学生课堂情绪参与度分析

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。

Identity and source

Publisher attributionsmyx-skillsregistry owner unverified by skillvetai
Functional categoryEmail, Calendar & Productivityautomatically inferred · 58% rule confidence
Package forminstruction with code30 recorded files
Canonical sourceClawHub registryclawhub:18072937735:smyx-classroom-engagement-analysis-analysis
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/26/2026.claude/skills/smyx-classroom-engagement-analysis-analysis

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/26/2026.agents/skills/smyx-classroom-engagement-analysis-analysis

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/26/2026skills/smyx-classroom-engagement-analysis-analysis

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @18072937735/smyx-classroom-engagement-analysis-analysis
clawhub inspect @18072937735/smyx-classroom-engagement-analysis-analysis --version 1.0.10

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
30 / 30 inspected as text
Checked
8/26/2026, 1:23:14 PM
Scanner
0.1.3
Policy
1.0.3
6 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
  • external write action — automatically inferred
10 dependency and API indicators
  • pypi: pydash ==8.0.6
  • pypi: SQLAlchemy ==2.0.46
  • pypi: yaml ==6.0.3
  • pypi: PyYAML ==6.0.3
  • api: 192.168.1.234
  • api: clawhub.ai
  • api: healthtest.lifeemergence.com
  • api: lifeemergence.com
  • api: livemonitortest.lifeemergence.com
  • api: open.lifeemergence.com
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
8/26/2026, 11:17:32 AM
Release binding
Matches this record
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:3788ff815a91af11d858aaa1deca6f87f9271427ca3334b3c640f1d83f78fe7e
Show up to 30 recorded paths
  • references/api_doc.md
  • scripts/__init__.py
  • scripts/config.py
  • scripts/config.yaml
  • scripts/skill.py
  • scripts/smyx_classroom_engagement_analysis_analysis.py
  • skill-card.md
  • SKILL.md
  • skills/smyx_analysis/__init__.py
  • skills/smyx_analysis/references/api_doc.md
  • skills/smyx_analysis/requirements.txt
  • skills/smyx_analysis/scripts/__init__.py
  • skills/smyx_analysis/scripts/api_service.py
  • skills/smyx_analysis/scripts/config.py
  • skills/smyx_analysis/scripts/config.yaml
  • skills/smyx_analysis/scripts/skill.py
  • skills/smyx_analysis/scripts/smyx_analysis.py
  • skills/smyx_common/__init__.py
  • skills/smyx_common/requirements.txt
  • skills/smyx_common/scripts/__init__.py
  • skills/smyx_common/scripts/api_service.py
  • skills/smyx_common/scripts/base.py
  • skills/smyx_common/scripts/config-dev.yaml
  • skills/smyx_common/scripts/config-prod.yaml
  • skills/smyx_common/scripts/config-test.yaml
  • skills/smyx_common/scripts/config.py
  • skills/smyx_common/scripts/config.yaml
  • skills/smyx_common/scripts/dao.py
  • skills/smyx_common/scripts/skill.py
  • skills/smyx_common/scripts/util.py

Source changelog

- Removed the file skill-card.md. - No changes were made to logic, scripts, or documentation content. - This update only affects documentation packaging by removing redundant or auxiliary files.

Release security diff

mediumCompared fixed releases 1.0.9 and 1.0.10; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

1.0.98/21/2026sha256:4bbce0015082e082dc8d6b00c0d8d2455e48bb00607295daa55cfaefe988d844