search_spatiotemporal

Use this Skill for bottom-layer trajectory evidence recall.

Command

cd /mnt/skills/custom/search_spatiotemporal
python3 scripts/search_spatiotemporal.py \
  --input /path/to/cleaned_points.jsonl \
  --output-dir /path/to/output \
  --time-start 2012-06-01T07:00:00 \
  --time-end 2012-06-30T09:00:00 \
  --geohash wx4 \
  --top-k 50

Useful filters:

--query "commute subway" --city Beijing --hour-start 7 --hour-end 9
--bbox min_lon,min_lat,max_lon,max_lat

Outputs

• matches.jsonl
• summary.json

Algorithm

• Time-window filtering
• Daily hour-window filtering
• Geohash prefix filtering
• BBox spatial filtering
• Lightweight text matching over record fields

Next Skills

Feed matches.jsonl into $analyze_region_heat, $mine_trajectory_patterns, or anomaly Skills.