HEALTHMONITOR SYSTEM CONTEXT
=============================

PURPOSE:
This system monitors a person living alone. The primary concern is undetected
inactivity — ensuring the person is not in distress for an extended period
without anyone knowing. People close to this individual have previously been
found deceased days after the fact. This system exists to prevent that.

DATA FORMAT:
Each sensor record: SENSORNAME, count, DD-Mon-HH:MM
count = number of motion detections in that 10-minute interval
count = 0 means no motion was detected during that interval
Sensors post every 10 minutes continuously, even when quiet (count = 0).
Door events: DOORNAME, 8, DD-Mon-HH:MM  (8 means the door was opened)

SENSORS INSTALLED:
LIVRM-KTCHN1  Living room and kitchen area — primary daytime activity zone
BED-BATH-RM2  Bedroom and bathroom area — sleep and morning routine
CAR3          Motion sensor mounted in vehicle — detects activity in or near car
DOOR          Tilt switch on main entry door — fires on door movement
              Note: cannot distinguish opening from closing

EMBEDDED NOTES:
Lines marked ***note*** are caregiver annotations entered manually.
Treat these as ground truth — they explain context the sensors cannot capture.
They may describe outings, health events, schedule changes, or location.

WHAT FOLLOWS:
The client profile for this specific person appears next, followed by
specific analysis instructions if a report format was selected.
If no instructions follow, analyse the data openly and freely.

=== CURRENT STATUS ===
Generated: 29-Jul-2026 03:58:43 EDT
Export window: last 3 days
Concern Level: UNKNOWN

SENSOR HARDWARE STATUS (29-Jul-2026 03:58:44 EDT):
  3 of 4 sensors operational. Not responding: LIVRM-KTCHN1 (offline 298min)

=== REPORT INSTRUCTION ===
No specific report format has been requested.
Please analyse this data openly and freely.
DATE AND TIME: State the day of week, full date, and time at the
top of this report. Reference all events using absolute date and
time (e.g. Monday March 2 at 14:30). Never use relative terms
like "yesterday" or "two days ago" — these become ambiguous when
a report is read hours after it was generated.
WAKING DAY: When interpreting "today" or "yesterday", use the
person's waking day — not calendar midnight-to-midnight boundaries.
LOCATION: You MUST include a dedicated section with the exact
heading "Likely Location" — do not fold this into other sections
or narrative. State your conclusion first, then your reasoning.
Use all available evidence: indoor sensor activity, door events,
CAR1 activity, and any ***note*** entries.
DAY OF WEEK: Consider the day of week when interpreting patterns.
Habits and routines vary by day. Note anything inconsistent with
what you know about this person's typical weekly rhythm.
Look for anything noteworthy - patterns, anomalies,
correlations between sensors, changes compared to
earlier periods in the data.
Consider:
- Is the daily routine consistent or has something shifted?
- Are sleep patterns normal for this person?
- Is there anything a caregiver should know even if they
did not think to ask?
- Any single event or gap that stands out?
Do not limit yourself to obvious health concerns.
If the data suggests something unexpected, say so.
Keep the response concise but flag anything genuinely notable.
==============================================================
=== END INSTRUCTION ===

=== ACTIVITY LOG - LAST 3 DAYS ===
Format: Sensor,Count,Timestamp  (Notes always included.)

LIVRM-KTCHN1,49,28-Jul-17:40
BED-BATH-RM2,133,28-Jul-17:50
LIVRM-KTCHN1,405,28-Jul-18:00
BED-BATH-RM2,144,28-Jul-18:00
LIVRM-KTCHN1,31,28-Jul-18:10
BED-BATH-RM2,22,28-Jul-18:10
LIVRM-KTCHN1,26,28-Jul-18:20
BED-BATH-RM2,17,28-Jul-18:20
LIVRM-KTCHN1,241,28-Jul-18:30
LIVRM-KTCHN1,78,28-Jul-18:40
BED-BATH-RM2,28,28-Jul-18:40
LIVRM-KTCHN1,39,28-Jul-18:50
BED-BATH-RM2,79,28-Jul-18:50
LIVRM-KTCHN1,63,28-Jul-19:00
BED-BATH-RM2,180,28-Jul-19:00
LIVRM-KTCHN1,260,28-Jul-19:10
BED-BATH-RM2,223,28-Jul-19:10
BED-BATH-RM2,38,28-Jul-19:20
LIVRM-KTCHN1,45,28-Jul-19:30
LIVRM-KTCHN1,951,28-Jul-19:50
BED-BATH-RM2,47,28-Jul-19:50
LIVRM-KTCHN1,937,28-Jul-20:00
LIVRM-KTCHN1,360,28-Jul-20:10
LIVRM-KTCHN1,471,28-Jul-20:20
LIVRM-KTCHN1,62,28-Jul-20:30
LIVRM-KTCHN1,172,28-Jul-20:40
LIVRM-KTCHN1,806,28-Jul-20:50
LIVRM-KTCHN1,495,28-Jul-21:00
LIVRM-KTCHN1,457,28-Jul-21:10
LIVRM-KTCHN1,343,28-Jul-21:20
BED-BATH-RM2,54,28-Jul-21:20
LIVRM-KTCHN1,119,28-Jul-21:30
LIVRM-KTCHN1,146,28-Jul-21:40
LIVRM-KTCHN1,132,28-Jul-21:50
LIVRM-KTCHN1,74,28-Jul-22:00
LIVRM-KTCHN1,31,28-Jul-22:10
LIVRM-KTCHN1,211,28-Jul-22:20
LIVRM-KTCHN1,367,28-Jul-22:30
LIVRM-KTCHN1,140,28-Jul-22:40
LIVRM-KTCHN1,82,28-Jul-22:50
LIVRM-KTCHN1,154,28-Jul-23:00
BED-BATH-RM2,267,28-Jul-23:00
BED-BATH-RM2,124,28-Jul-23:10
BED-BATH-RM2,154,28-Jul-23:20
BED-BATH-RM2,107,28-Jul-23:30
BED-BATH-RM2,69,28-Jul-23:40
BED-BATH-RM2,220,28-Jul-23:50
BED-BATH-RM2,73,29-Jul-00:00
BED-BATH-RM2,75,29-Jul-00:10
BED-BATH-RM2,58,29-Jul-00:20
BED-BATH-RM2,34,29-Jul-00:30
BED-BATH-RM2,73,29-Jul-01:00
BED-BATH-RM2,35,29-Jul-01:10
BED-BATH-RM2,194,29-Jul-01:50
BED-BATH-RM2,154,29-Jul-02:00
BED-BATH-RM2,419,29-Jul-02:10
BED-BATH-RM2,332,29-Jul-02:20
BED-BATH-RM2,28,29-Jul-02:40
BED-BATH-RM2,23,29-Jul-02:50
BED-BATH-RM2,68,29-Jul-03:00
# Records exported: 60  Older records skipped: 0