PLAN — Bike-Tinder

Status: Planning (2026-11-10). Phases are gated: each lands, is verified, then the next begins. Glenn's standing rule applies — "pause" stops all spend immediately.

v1 goal

A single-source, single-user, tailnet-only Tinder-style PWA on the Rotarran: nightly-updated catalog, swipe deck (Like / Nope / Maybe), full editable list, taste-ranked ordering.

Phase 0 — Planning

Engineering consultation (Torres) → memo
Design docs in this repo: SOURCES, DESIGN, DATA-MODEL, RANKING, UI-SPEC
Glenn's read on source choice + docs
Exit criteria: docs merged to main; source decision recorded.

Phase 1 — Data spine

DB schema + migrations (SQLite)
Importer: source catalog → upsert into DB (new / changed / gone states)
Cold-start scoring wired (existing rubric logic)
Proof: CLI query shows a ranked, deduped queue from the real live catalog
Exit criteria: importer runs clean twice in a row; counts reconcile against the source; no schema surprises.

Phase 2 — The swipe app (core)

2–3 UI mock variants → Glenn picks one
API (queue, swipe, edits, filters) + PWA frontend: card stack, drag physics, Like / Nope / Maybe, match moment
Full list view with inline edit; basic filters
Proof: runs locally, exercised on Glenn's phone over the tailnet dev port
Exit criteria: Glenn can swipe a real deck on his phone and edit results in the list.

Phase 3 — Personalization

Swipe history → nightly retrain of explainable ranking
Trends panel ("you lean: …"); "because you liked X" chips
Deck ordering by learned taste with cold-start guardrails
Exit criteria: after ~30 swipes, deck order visibly reflects taste; explainability shown in UI.

Phase 4 — Deploy + automate

Podman compose stack at /var/mnt/DATA/podman-stacks/bike-tinder/ + systemd unit (Delegate=yes)
Tailscale serve on 9453; PWA install on Glenn's phone
Nightly no-LLM importer cron (post-crawl); DB backup routine
Runbook in DESIGN.md; announce + handover note
Exit criteria: survives a reboot; refreshes overnight unattended; installable and used from the phone.

Non-goals (v1)

Multi-user accounts, social features, comments
Additional sources (v2+); Facebook (never — manual by Glenn)
Notifications beyond what already exists (Conduit is the house channel)
Buying workflow (contact/inspection tracking) — possible v2

Open decisions

v1 source — pending consultation evidence (see docs/SOURCES.md)
Mockup direction — Glenn picks at Phase 2 start

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