IoT-based material tracking for construction sites. Monitor material delivery, storage conditions, usage, and inventory with sensors, RFID, GPS, and real-time dashboards.
SkillScore64Maintained
Automatic
◆Procurement pack
Last verified 8/22/2026
What it changes
Passed 14 of 22 test cases with the skill, and 5 of 22 without it.
Without skill23%
With skill64%
Checks it passed that the model alone missed
Flags an alert when cement humidity exceeds 60%
Applies a maximum humidity threshold of 70% for steel
Applies a maximum humidity threshold of 80% for paint
and 8 more in the full report
9 fixed5 passed either way8 still failing0 broke
Pass-rate lift
+41 pp
Tokens
+242%
Agent turns
0%
Response time
-14%
Model gemini-3.6-flashMeasured 8/22/2026v114 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 9
Prompt
What are the ambient storage condition limits for structural steel bars in the IoT storage monitoring system, specifically the humidity upper limit and temperature bounds?
What was checked, without and with the skill
Checked
Without skill
With skill
Applies a maximum humidity threshold of 70% for steel
Missed
Passed
Applies a minimum temperature limit of -20 degrees Celsius for steel
Missed
Passed
Applies a maximum temperature limit of 50 degrees Celsius for steel
Passed
Passed
case-09 · gemini-3.6-flash · 8/22/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md915 linessingle file
Material Tracking with IoT
Overview
This skill implements IoT-based material tracking systems for construction projects. Track materials from procurement to installation using sensors, RFID tags, GPS, and connected devices.
Build multi-agent AI systems for construction estimation. Use CrewAI/LangGraph to orchestrate specialized agents: QTO agent, pricing agent, validation agent. Automate complex estimation workflows.