# Feature implementation matrix

| Feature | Status | Evidence in this release |
|---|---|---|
| Chat | Operational foundation | Persistent conversations/messages, SSE reasoning and answer, stop, export, attachments, K2.6/K2.7 switching |
| Files and ZIPs | Operational foundation | Upload/list/detail/download/delete, SHA-256, MIME sniffing, safe ZIP inventory, bounded text extraction |
| Image attachments | Operational foundation | Image upload and Together `image_url` content block for supported sizes/models |
| Code Interpreter | Operational foundation | `/api/v1/code/runs`, durable job/event records, Together `/tci/execute` adapter, sessions, cancellation, fake mode |
| Tasks | Operational foundation | Persistent task list, progress, errors, result records and cancellation endpoint |
| Memory | Operational CRUD | Explicit global/workspace/temporary records; automatic retrieval is deliberately disabled |
| Skills | Operational draft storage | Draft versioned contracts; publishing and execution remain blocked |
| Settings/readiness | Partial operational | Model preferences, user toggles, DB/storage/provider/security diagnostics |
| Administration | Partial operational | Owner-only summary, counts, runtime configuration and audit history |
| PWA/offline | Partial | Vendored app shell and IndexedDB drafts; encryption, full offline data and replay remain pending |
| Research/RAG | Placeholder | Guided specification surface only |
| Websites/full Code workspace | Placeholder | Guided specification surface only |
| Docs/Slides/Sheets | Placeholder | Guided specification surfaces only |
| Standalone Vision | Placeholder | Chat image attachments work; dedicated vision workspace does not |
| Image/Video/Voice studios | Placeholder | Guided specification surfaces only |
| Artifacts | Placeholder | Uploaded files exist; generated artifact lifecycle does not |
| Agents/Swarm/Tools | Placeholder | Guided specification surfaces only |
| Evaluations/Batch/Fine-tuning | Placeholder | Guided specification surfaces only |
| Backup/restore | Placeholder | No production backup implementation or restore evidence |
| Production deployment | Not certified | Local Gunicorn launcher exists; Nginx/systemd/VPS acceptance remains pending |