Mirror private super agent: everyday applications
Connect local models and authorized tools for personal knowledge, creative work and small teams. The box handles local tasks, workstations handle heavier jobs and DCP can coordinate additional resources.
Custom application designs, not promises of preinstalled features. Capabilities depend on models, authorized APIs and configuration. Payments, publishing and deletion require human confirmation. Encryption does not replace endpoint security or key management.
How a task moves through the system
- Select data and permissions
- Retrieve and reason locally
- Preview and approve
- Execute, log and revoke
Proposed workflow, not live data. Validate permissions, logs and failure handling at every stage.
Applications by task

Private knowledge and document assistant
- Customer value
- Find information, summarize meetings and draft from approved documents, reducing repetitive retrieval.
- Technology and boundaries
- Configure local retrieval, citations and per-user access. Delete corresponding index entries and caches when files are removed.
- How to validate
- Check citations, access isolation and deletion using customer samples; record response time and errors.

A local workstation for creators
- Customer value
- Organize assets and models around a personal workflow, with capacity for heavier image, video and batch tasks.
- Technology and boundaries
- Size workstation GPUs for the model and resolution; confirm asset rights, model licenses, cooling and acoustic targets.
- How to validate
- Measure completion time, VRAM use and sustained stability on the actual workflow, not peak compute alone.

Small-team operations assistant
- Customer value
- Connect customer lookup, email drafts and task assignment to reduce manual system switching.
- Technology and boundaries
- Assign role-based access and approved APIs. Preview and obtain human approval before sending email or changing business records.
- How to validate
- Test unauthorized access, API outages and duplicate execution; expose failures and retain approval and execution records.


