Shelly · Overlord
Workspace monitoring
Your collection pipelines, account intelligence and AI usage. Read-only administrator access.
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Trace activity
Bounded metadata from a verified account mapping. Open private traces in Langfuse with your project access. These records are not the billing ledger.
Not enabled until server credentials and reviewed account mappings are configured.
| Recorded (UTC) | Workload | Private trace |
|---|
Partial coverage of collected ShellyAI users. Historical activity is not backfilled.
Awaiting snapshot
Awaiting snapshot
Awaiting snapshot
Collection & intelligence
Inspect source collection, evidence freshness and usage in the sections on the left. Refresh reads stored data; it does not start collection or model requests.
Pipeline monitoring
Collection
Persisted job states across all users. A running job is not proof of an active worker. No worker heartbeat is currently collected.
| Pipeline | State | Jobs | Latest success (UTC) | Reported issue |
|---|
Account calibration
Verified facts & scores
Scores describe observed account affinity, not personality or granted permissions. Partial evidence is a lower bound. Unknown is not zero. Refresh reads stored facts; it never starts collection.
Production fleet
Account activity from both production ledgers. Cloud subscription and inferred usage classification are separate. Missing scene receipts remain unknown.
| Ledger account | Cloud plan at last use | Usage classification | Turns | Agents / purposes | Confirmed scenes | Pending / uncertain |
|---|
Background translation and purpose classification
Verified account usage
Reporting projections from the authoritative ledger. Partial collection; unknown cost is not zero. Weighted units remain in shadow mode where recorded. No charging controls.
| User / UTC day | Agent / skill | Turns / pending / uncertain | Tokens / calls | Cost (USD) / known subtotal | Units charged / reserved | Held tokens / USD |
|---|
Classifications and suggestion previews
All recorded users. Runs, spend reservations and historical explanations are read-only. Previews require fresh, unchanged evidence; they do not authorize actions. Classifier cost is separate from conversational usage.
| User / account / generation | Job / provider / model | Tokens input / output | Measured USD / reserved USD | Evidence and previews |
|---|
Saved suggestions and client feedback are read-only. Accepted feedback is intent, not action consent or proof of completion. No notification or device dispatch.
Account directory
Users
Cloud user IDs come from verified sessions. App profile emails are labeled as unverified contact data and never grant access. Older users may need to revisit ShellyAI.
| Cloud user ID | Email / name | Internal reference | Records | View |
|---|
Showing records for all users
| User reference | Key | Recorded (UTC) | Stored data |
|---|