{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "lotvulture-lotvulture--review-lot-utilization-history",
 "repo": "lotvulture/lotvulture",
 "repo_url": "https://github.com/lotvulture/lotvulture",
 "repo_slug": "lotvulture-lotvulture",
 "title": "Audit past lot use with the scrubbing timeline",
 "page_title": "How to audit past lot use with the scrubbing timeline with Lotvulture",
 "summary": "Replay past occupancy by second and open snapshots of each state change.",
 "who": "A parking manager reviewing a past incident, peak hours, or a dispute about how long a space was occupied.",
 "problem": "Periodic manual audits give only estimates, so past utilization is hard to verify.",
 "outcome": "A replayable record of space states across the day, with snapshots showing the exact frames of each transition.",
 "steps": [
  "Open the dashboard at `http://localhost:8000` and go to the historical timeline view.",
  "Scrub to the time window you need to review.",
  "Click a parking space to see its state transitions.",
  "Open the visual snapshot for each transition you need to verify.",
  "Export or note the transition times you need for your audit record."
 ],
 "agent_prompt": "For the repo lotvulture/lotvulture running at http://localhost:8000, use the Visual Scrubbing History Timeline to list the occupancy transitions for space <space_name> between <start_time> and <end_time>. Return the transition times and states, and verify that each listed transition has a matching snapshot.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "1 hour",
 "basis": "readme",
 "caveat": "The README does not state how long history is retained or whether it can be exported, so confirm retention in the Developer Guide before relying on it for records.",
 "category": "Work and operations",
 "tags": [
  "Work and operations"
 ],
 "lang": "python",
 "requirements": [
  "One or more IP, RTSP, or snapshot-capable cameras with a reachable stream URL or snapshot endpoint",
  "A Windows PC for the native installer, or a Linux host with Docker for the container",
  "Access to the Releases page or the ghcr.io container image",
  "A Developer Cloud API key from lotvulture.com, only if using the cloud API use case"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/lotvulture-lotvulture/review-lot-utilization-history/",
 "md": "https://dedupedai.com/use-cases/lotvulture-lotvulture/review-lot-utilization-history/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/lotvulture-lotvulture--review-lot-utilization-history.json",
 "api_version": "v1"
}