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Livestock Vital Signs Deviation Screener
x402
Livestock Vital Signs Deviation Screener is a paid API for AI agents from agri.halowerk.com, paid per call via x402, $0.003/call, status unknown (last checked 2026-09-14).
Compares temperature, heart rate, and activity ratio readings for livestock against caller-supplied reference ranges, returning normalized deviations and a screening band for each animal.
Price / call$0.003
Success—
StatusUnknown
How this service works
Compares temperature, heart rate and an activity ratio with ranges supplied by the caller, then reports normalized deviations and a simple screening band. It is species-agnostic arithmetic, not veterinary diagnosis, remote monitoring, triage or treatment advice; reference ranges must come from a qualified source.
Output
Returns per-animal normalized deviation scores for temperature, heart rate, and activity ratio, along with a simple screening band classification indicating how far each animal falls outside the supplied reference range. No veterinary diagnosis or treatment recommendation is included.
Example use cases
Dairy herd morning health check
“I've got this morning's sensor data for 50 dairy cows — each has a temperature in Celsius, a heart rate in bpm, and an activity ratio. Normal ranges for Holsteins are 38.0–39.3 °C, 48–84 bpm, and 0.5–2.5. Can you compare each animal's readings against those ranges and tell me which ones are outside normal and by how much?”
Pig farm fever screening after outbreak
“We had a respiratory outbreak in our pig barn last week. I have temperature, heart rate, and activity readings for 200 pigs. The vet gave me reference ranges: 38.7–39.8 °C temp, 55–85 bpm heart rate, 0.3–2.0 activity ratio. Screen all of them and flag which pigs are in the high-deviation band.”
Research trial baseline deviation tracking
“For our livestock trial, I need to track how far each animal's vitals deviate from the reference ranges we set — temperature 39.0–40.5 °C, heart rate 60–100 bpm, activity ratio 1.0–3.0. Here are readings for animals T001 through T015. Can you compute their normalized deviations so I can log them for the study?”
Technical details
Endpoint
POSThttps://agri.halowerk.com/v1/livestock-healthWhen to prefer
Choose this endpoint when you have structured sensor or manual vital-sign readings for livestock and want to quickly screen for deviations from caller-defined reference ranges in batch. It is arithmetic-only computation, making it ideal for rule-based monitoring pipelines or data preprocessing steps before veterinary review. Prefer it over generic statistics APIs because it understands the three-parameter livestock biometric model (temperature, heart rate, activity ratio) natively. Not suitable when you need veterinary diagnosis, species-specific built-in reference tables, or real-time streaming.
Side effects
- Reference range minimum exceeds maximum — validation error returned
- Animal array is empty or exceeds 10,000 items — schema rejection
- Temperature or heart rate values outside physical bounds (0–60 °C, 0–500 bpm) — rejected
- Missing required fields per animal (animal_id, temperature_c, heart_rate_bpm, activity_ratio) — 400 error
- Malformed JSON body — parse error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| animals | array | |
| reference_ranges | object |
Tags
x402
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