Individual skill
lab-inventory-predictor
Predict depletion time of critical lab reagents based on historical usage frequency, and automatically generate purchase alerts when stock falls below safety thresholds.
scientific-skills/Other/lab-inventory-predictor/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
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- Sep 17, 2026
- License
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- bioinformatics Repository topic
- computational-biology Repository topic
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- ai Repository topic
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- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- engineering Derived category
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SKILL.mdcore · 8,648 bytesSKILL.mdcore · 8,648 bytesSKILL.mdcore · 8,648 byteslab-inventory-predictor_audit_result_v4.jsonasset · 12,661 bytesrequirements.txtdoc · 12 bytesscripts/main.pyruns · 22,060 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Lab Inventory Predictor
Predicts reagent depletion time by analyzing historical usage frequency, and automatically generates reminders when purchases are needed.
## Input Validation
This skill accepts: lab reagent inventory data (stock levels, usage records) for the purpose of predicting depletion dates and generating purchase alerts.
If the user's request does not involve lab reagent inventory management or depletion prediction — for example, asking to analyze experimental results, manage equipment, or perform general data analysis — do not proceed with the workflow. Instead respond:
> "lab-inventory-predictor is designed to predict reagent depletion and generate purchase alerts based on usage history. Your request appears to be outside this scope. Please provide reagent inventory data, or use a more appropriate tool for your task."
Do not continue the workflow when the request is out of scope, missing the required `--action` parameter, or would require unsupported assumptions. For missing inputs, state exactly which fields are missing.