- Make Tokenforge feel like a premium, fast dashboard for multi‑provider usage + cost.
- Keep the app local‑first with optional serverless proxy for live pulls.
- Preserve neutral, light‑first theming with clean card layout and strong hierarchy.
- Add a left nav or top tabs (Overview / Providers / Models / Imports / Settings).
- Add a time‑series chart (tokens + cost) using lightweight SVG (no heavy chart libs).
- Add provider health indicators (last pull, errors, missing cost data).
- Improve empty states with guided CTAs (Add provider, Import CSV, Use sample).
- Add quick filters (provider, date range, cost vs tokens) + clear reset.
- Improve export UX (export current filters, include summary footer).
- Add a local proxy endpoint for OpenAI/Anthropic pulls to avoid CORS.
- Support Gemini CSV presets for multiple export formats (AI Studio + Billing).
- Normalize project/workspace naming and allow user-defined labels.
- Add a “dedupe preview” when importing large CSVs.
- Default to session‑only API keys with a “remember locally” toggle.
- Add a warning banner when keys are stored in localStorage.
- Add a “wipe local data” button with confirmation modal.
- Budget thresholds with alerts (daily/weekly/monthly).
- Cost breakdown by provider/model/project with % share.
- “Top deltas” view: week‑over‑week change.
- Add RTL flow test for provider add → import CSV → summary updates.
- Add unit tests for CSV preset mapping edge cases.
- Add CI workflow (test + build) on push.
- Snapshot sharing (export a static HTML report).
- Personalization: customizable dashboard cards.
- “Pinned” model/provider comparisons.