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Phase 1 – Configuration UX Improvements
Before introducing more detections, need to improve the configuration experience to keep it scalable.
Configuration improvements
- Group related settings into ...
There is a maniac option called GAMBOL that, when, activated, modifies the #RANK of any and all played charts to become
extremely tight. I think it would be interesting if there was also a maniac option ...
CI: Python test + UI build gate on every PR
Context
There is no CI. The test suite (tests/, ~10 test modules) and the UI build (packages/ui, tsc -b vite build) only run
when someone remembers. Every ...
infra
P0
Why
For off-plan buying, developer risk dominates. Today s developer attribution is keyword-guessing from building names
(dashboard/samples.py DEVELOPER_KEYWORDS → moving to a domain module in T4) — lossy ...
blocked:data
feature
Why
All current data is closed transactions. Listings add: asking-vs-transacted spread (negotiation room), days-on-market
(liquidity ground truth), and live supply counts. The Bayut client exists but ...
blocked:data
data
feature
North Star: browser-first AIR platform
Vision
AI Native Spice becomes a browser-first, AI-native circuit design and simulation workbench: a static webapp where
parsing, validation, schematic rendering, ...
docs
epic
P0
Why
The official DLD dld_transactions dataset carries registration type (Off-Plan vs Existing), developer, project and area
fields — the complete fix for everything the readiness proxy (F2) approximates. ...
blocked:data
data
feature
Why
Even an investor-minded buyer wants the sanity check: how many years until owning beats renting? Decided as a display
metric, not a scored input to F7.
What
- Per cohort: breakeven years from ...
feature
The product centerpiece
One grade answering: where should an investor-minded home buyer put money today, and into ready or likely-new stock?
Scoring (investor persona — decided)
Weighted blend, weights ...
feature

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