Skills/ClawHub/smyx-child-drowsiness-fatigue-detection-analysis

smyx-child-drowsiness-fatigue-detection-analysis@1.0.15

VERIFIED· install only

Publisher claims: "Using a fixed camera in the classroom or above the home desk, the system analyzes the child's (student's) facial video in real time, detecting eye closure ratio (PERCLOS — the proportion of time eyes are closed more than 80% within a unit time), head-nodding frequency (rapid downward nod followed by lift), and changes in eye-region glossiness, and computes a comprehensive fatigue index (0-100). | 通过教室或家庭书桌的固定摄像头，实时分析儿童（学生）的面部视频，检测眼部闭合比例（PERCLOS，单位时间内眼睛闭合超过80%的时间占比）、点头动作频率（头部快速下点后抬起）以及眼部区域的光泽度变化，综合计算疲劳指数（0-100）。该技能可帮助教师或家长及时发现儿童困倦状态，调整学习安排或提醒休息。" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry ClawHubPublisher smyx-sunjinhui · publishing for 140 daysInstalls 2,066Last detonated 4d ago
$clawhub install smyx-child-drowsiness-fatigue-detection-analysis
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Coverage

Nothing executable in the bundle ran; the trace covers the install step only.
Tested
every file read, file written and host contacted by what ran
Not tested
use of the skill by an agent

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (1 scenario; nothing executable in the bundle ran; the trace covers the install step only) on 2026-11-10 and scored it 87/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 1 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.0sprocessscript backend runs setup only
0.0sprocessscript backend runs setup only
0.0sprocessno install scripts to re-run

Static findings

HIGH
Hidden zero-width characters detectedSKILL.md:156 · Hidden zero-width characters detected — may conceal content| 🧑‍⚖️ 结果性质 | 检测结果仅作为学习/课堂辅助参考，本工具不替代家长/教师的实际观察与教育判断，疑似长期严重困倦请就医 |Fix: Keep SKILL.md to visible, descriptive text. Remove comments and encoded text that address the agent.
AST07
MEDIUM
Python subprocess execution detectedskills/smyx_common/scripts/skill.py:61 · Python subprocess execution detected# result = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
LOW
URL to a private-network addressskills/smyx_common/scripts/config-dev.yaml:3 · URL to a private-network address — a LAN or development targetbase-url-open-h5: "http://192.168.1.234:4100"Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
LOW
URL to a private-network addressskills/smyx_common/scripts/config-dev.yaml:4 · URL to a private-network address — a LAN or development targetbase-url-health: "http://192.168.1.234:7070/jeecg-boot-xzgz"Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
LOW
URL to a private-network addressskills/smyx_common/scripts/config-dev.yaml:2 · URL to a private-network address — a LAN or development targetbase-url-open-api: "http://192.168.1.234:9601/smyx-open-api"Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07

Cost to the agent

Instructions loaded
≈1,645 tok
1 file · 29 in bundle

Tokens estimated at four characters each. Skills load their instruction text when triggered; the figure is what that costs.

Known vulnerabilities

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.