Project State

Project Reference

See: .planning/PROJECT.md (updated 2026-04-09)

Core value: Any physical item can be cataloged by uploading a photo — AI extracts data, creates a NetBox record, and prints a QR-coded label — with zero manual data entry for 80-90% of items. Current focus: Phase 1 — Foundation

Current Position

Phase: 1 of 7 (Foundation) Plan: 0 of TBD in current phase Status: Ready to plan Last activity: 2026-04-09 — Roadmap created, all 46 v1 requirements mapped to 7 phases

Progress: [░░░░░░░░░░] 0%

Performance Metrics

Velocity:

Total plans completed: 0
Average duration: —
Total execution time: 0 hours

By Phase:

Phase	Plans	Total	Avg/Plan
-	-	-	-

Recent Trend:

Last 5 plans: —
Trend: —

Updated after each plan completion

Accumulated Context

Decisions

Decisions are logged in PROJECT.md Key Decisions table. Recent decisions affecting current work:

Init: NetBox as sole data store (no local inventory DB)
Init: Three-tier AI pipeline (oMLX Gemma 4 → OpenRouter research → Claude Opus advisor)
Init: ClickHouse design system (pure black #000000, neon volt #faff69)

Pending Todos

None yet.

Blockers/Concerns

USB hardware (PRT Qutie, Treedix testers, FNIRSI FNB58) arrives 2026-04-13 — Phase 4 cannot begin until protocol characterization spike completes on that date
Gemma 4 memory budget on Mac Mini M4 (16GB) must be measured empirically in Phase 2 before model tier is finalized
PRT Qutie USB protocol is completely unknown — first action on 2026-04-13 is Wireshark USB capture, not feature development

Session Continuity

Last session: 2026-04-09 Stopped at: Roadmap created — ready to run /gsd-plan-phase 1 Resume file: None

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