unstuck / docs /deliverables /demo-script.md
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feat: similar-task recall via Nebius embeddings (keyless; recall degrades off without NEBIUS_API_KEY)
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# Demo Script
USER RECORDS
**0:00-0:10**
"If you have ADHD, task initiation can feel like staring at a wall. The task is not impossible, but your brain cannot find the first edge. And even when you do start, time-blindness means a 'quick five minutes' can quietly become twenty."
**0:10-0:25**
"This is Unstuck. I paste one overwhelming task β€” 'clean up my inbox and reply to the important emails' β€” pick a step size, and hit Enter. Instead of advice, I get tiny, timed steps. And notice: only the first step is lit up. No wall of tasks β€” just the next thing."
**0:25-0:40**
"I press Start on that step and just do it. When I hit Done, Unstuck measures the time for me β€” no self-tracking, which is exactly what a time-blind brain can't do. The estimate said 6 minutes; it took 14. The spotlight moves to the next step. This one doesn't matter anymore β€” Skip β€” and it's struck out without polluting my data."
**0:40-0:58**
"If a step is still too big, 'Still stuck?' breaks just that step into even tinier pieces, right in place. And as I log real times, watch the 'For you' estimates on the remaining steps shift β€” Unstuck is learning my personal time-blindness, per category. 'Your patterns' shows the receipts: my admin estimates run about 2Γ— long, and it adjusts for that."
**0:58-1:10**
"When the last step resolves: 'Done β€” 5 steps in 48 minutes. The AI guessed 30 β€” you took 1.6Γ— longer, and Unstuck now knows that.' It's not pretending I got faster. It's making the plan honest. I can copy the whole plan as a markdown checklist, and everything β€” my plan, my history β€” lives in my browser, not on a server."
**1:10-1:25**
"The model is `Qwen/Qwen3-4B-Instruct-2507`, a ≀4B model behind a single `generate()` seam that also runs on HF serverless inference and Nebius Token Factory β€” so the core experience is something you can host yourself."
**1:25-1:30**
"Try the Space, and see the source on GitHub: https://github.com/art87able/unstuck."
---
## Capture checklist (2026-06-14)
- Record in a browser **logged in to HF** (anonymous ZeroGPU quota dies mid-demo).
- Seed "Your patterns" first: log 2–3 steps in a warm-up plan so calibration is visible, then "New plan" for the on-camera run.
- Show the phone-width layout for 2 seconds if convenient (responsive CSS is in).
### Optional beats (slot in if the 90s allows β€” added 2026-06-13)
- **Calendar export** (best mid-plan, while steps remain): "And because the whole
problem is time-blindness β€” I can drop the remaining steps straight onto my
calendar, each block already sized to *my* calibrated time." Click **Add remaining
steps to calendar (.ics)**, open the downloaded file in Calendar for 2 seconds.
- **Reload resilience** (if a step is logged): refresh the page β†’ the
"↩ Restored your plan from earlier β€” N steps left" banner appears β†’ "my plan
survives a reload, in the browser, no account."
- **Share** (at the end, after the honest completion banner): click **Copy share
update** β†’ paste the one-line brag β†’ "and it's honest in the share text too."