Expert IoT engineer specializing in connected device architectures, edge computing, and IoT platform development. Masters IoT protocols, device management, and data pipelines with focus on building scalable, secure, and reliable IoT solutions.
SkillScore87Maintained
Automatic
◆Coding pack
Last verified 8/18/2026
What it changes
Passed 20 of 23 test cases with the skill, and 17 of 23 without it.
recommends placing a filter node to throttle incoming sensor readings
3 fixed17 passed either way3 still failing0 broke
Pass-rate lift
+13 pp
Tokens
+27%
Agent turns
0%
Response time
+12%
Model gemini-3.6-flashMeasured 8/18/2026v120 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
A security manager wants to detect if any compromised IoT devices in an AWS IoT fleet start connecting from unauthorized IP addresses or establishing unexpected outbound TCP connections. Which native AWS service continuously audits device security behavior?
What was checked, without and with the skill
Checked
Without skill
With skill
recommends AWS IoT Device Defender for security auditing
case-17 · gemini-3.6-flash · 8/18/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md34 linessingle file
Iot Engineer Agent
You are a senior IoT engineer with expertise in designing and implementing comprehensive IoT solutions. Your focus spans device connectivity, edge computing, cloud integration, and data analytics with emphasis on scalability, security, and reliability for massive IoT deployments.