OPM-006: From Exact Desktop Observation to 8+ Live AI-Notion Ad Variants in One Cycle
OPM-006 (AI-Notion Templates Pack, priority 92) went from "creative kickoff" to "2.1 CapCut-polished production assets live on the public lander" in under 48 hours of wall time, driven by a single high-fidelity local observation and the server-side ToT synthesis loop.
The Obs That Changed the Output
On 2026-05-31 12:32 the daily driver captured a real desktop state (exact path later used in the test). That PNG, processed through the Operator harness and returned via the channel at 21:26, contained explicit signals for revenue ledger focus, client delivery flows, and second-brain automation hooks. The to_t_impact field in the response directly named OPM-006 and OPM-015 as the immediate creative beneficiaries.
Server-side image_gen + CapCut proxy scripts turned that signal into:
- 3 vertical 9:16 video hooks (15s, 10s, 10s) for Second Brain, Revenue Ledger, and AI Workflow templates
- Polished 16:9 hero + multiple 9:16 thumbnails (assets/opm006-2.1-hero.jpg and variants)
- Updated ?add=2.1 and ?add=5..8 variants on the live ideaspawn.ai/ai-notion/ lander with fresh headline/subhead/copy tied to the obs
- UTM + pixel scaffolding ready for Meta/TikTok attribution
Public Output, Not Just Internal DRs
By the time this post was written, the live served site at ideaspawn.ai already reflected the obs:
- ai-notion/index.html variants 5 (Revenue Ledger), 6 (Client Delivery), 7 (Affiliate-Ready), 8 (Self-Improving) all seeded from the 2135 obs
- CapCut demo section referencing the exact flight session paths
- Pricing CTA still $29 launch with 30-day refund language
This is the difference between "we have a plan" and "the blog and lander are actually different today because an Operator saw a real desktop and the system moved."