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yolo-detection-2026-coral-tpu-macos

Google Coral Edge TPU — real-time object detection natively (macOS / Linux)

49

Quality

53%

Does it follow best practices?

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SecuritybySnyk

Critical

Do not install without reviewing

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tessl review fix ./skills/detection/yolo-detection-2026-coral-tpu-macos/SKILL.md
SKILL.md
Quality
Evals
Security

Security

2 findings: 1 critical severity, 1 medium severity. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.

Critical

E005: Suspicious download URL detected in skill instructions.

What this means

Detected a suspicious URL in the skill instructions that could lead the agent to download and execute malicious scripts or binaries. This includes links to executables from untrusted sources, typosquatting of official packages, URL shorteners that obscure the destination, and personal file hosting services.

Why it was flagged

These URLs point to direct binary downloads (Windows wheels and a macOS driver ZIP) hosted in a personal GitHub release (feranick) plus a malformed release string — distributing executables from an untrusted/personal account is high risk for malware or supply‑chain tampering.

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Medium

W013: Attempt to modify system services in skill instructions.

What this means

The skill prompts the agent to compromise the security or integrity of the user’s machine by modifying system-level services or configurations, such as obtaining elevated privileges, altering startup scripts, or changing system-wide settings.

Why it was flagged

The skill explicitly instructs running an updated deploy.sh that "will natively halt execution and prompt you securely for your OS sudo password to securely register the USB drivers (`libedgetpu`) system-wide," which asks the agent to obtain sudo privileges and modify system-level drivers/files.

Repository
SharpAI/DeepCamera
Audited
Security analysis
Snyk

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