Usage & Audit

Usage Reporting

Desktop reports usage events after each model call, skill use, plugin use, and expert conversation:

Field	Description
Type	model_call / skill_use / plugin_use / expert_use
Model	provider/model
Tokens	Input/output token counts
Slug	Skill/plugin/expert identifier
Time	Event timestamp

Batch upload with eventId deduplication. Failures retry without blocking sessions.

Role	Scope
Org admin	Org usage trends (by day/model/user), top users, popular skills/plugins/experts
System admin	Global usage trends, per-org comparison

Usage data is for operational statistics only; conversation content is not collected.

Records all admin write operations, desktop SSO exchanges, share creation/revocation, taskboard collaboration writes, and content publishing.

Field	Description
Org	Organization
Actor	admin:staffId or staff:staffId + role
Action	Operation type
Target	Operation target
Detail	JSON
Time	Timestamp