Green Invest — CS2 portfolio analytics

CSroi pivot — per-item ROI/Delta across 5 markets, default source=csroi_pi, 96% portfolio coverage. Performance gains via cache invalidation: portfolio_roi 96→5ms (×17), movers 496→100ms (×5).

Highlights

• Vision scanner — Gemini chain (3.1 Flash Lite primary 500 RPD → 4-model fallback → OpenRouter), async job queue, suggestions per item, mandatory confirm before commit (anti-data-loss)
• rapidfuzz unmatched + year-variants — sticker name correction across the 22/24 matched threshold
• localStorage 24h cache + inline edit before commit
• Manual portfolios — separate from Steam-fetched ones, get TG ROI alerts independently
• SQLite daily backup + 30-day rotation

What you get

Vertical-specific data work — portfolio analytics is one shape. Same tech: marketplace scrapers + cache layer + ML enrichment + bot/web/extension surfaces.