I turned a Zillow listing into a cinematic property renovation video for $15 (no camera, no drone, no film crew)
Just listing photos + Calico AI.
The average agent pays $100-$500 per property for videos like this. Sell this output to realtors and agents and make $$$.
Here's how the system works:
→ Pull listing photos from any property (Zillow, Redfin, wherever)
→ Lock in a consistent renovation style for the entire property
→ Generate photorealistic renovated images
→ Animate each room transformation
→ Create a cinematic closing shot featuring the realtor's contact info
→ Generate a custom music track
→ Edit everything together
The result: a scroll-stopping property video that makes buyers reach out — built from photos that were already sitting on the listing.
No videographer.
No staging budget.
No waiting for golden hour.
RT & Comment "RENOVATE" and I'll send you the full workflow + all the prompts + a step-by-step video showing how to do this (must be following so I can DM you!).
Earlier this week my OpenClaw Agent burnt through over 150M tokens in a day (!).
The 1st optimization: Enabled 1hr long cache on Claude Opus so that duplicate context is charged at a 90% discount. Important as OC sends whole files in the prompt
The 2nd: Opus Orchestra with Opus acting as a conductor across multiple models:
• Opus 4.6 — all direct conversations, trade decisions, anything touching money, deep analysis
• Sonnet 4.5 — sub-agents, daily briefs, CRM ingestion, structured research
• Gemini 3 Flash — heartbeats, healthchecks, trigger scans, keyword monitoring
Cron jobs across Flash, Sonnet and Opus
Escalation rule: Cheap model detects something → reports to main session → Opus makes the call.
Also enabled: Memory flush at 80k tokens (saves context to memory files before compaction) & Compaction threshold bumped to 80k (from default 40k).
Token consumption is down 80% 🙏