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Bernstein - Multi-agent orchestration

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TDQS

A3.5/5.0

Scored across 12 tools

Disambiguation4/5

Most tools target a distinct lifecycle action (claim, run, cancel, approve, shutdown), and the descriptions give explicit status constraints that separate complete from approve and status from run_status. The only real ambiguity is between bernstein_status and bernstein_run_status, and between complete/approve, which the status wording helps resolve.

Naming Consistency4/5

The overwhelming majority of tools follow the bernstein_<verb>_<noun> pattern with a consistent snake_case prefix. It is slightly marred by load_skill, which lacks the prefix, and bernstein_task_capsule, which uses a noun rather than an action verb.

Tool Count5/5

Twelve tools is well within the ideal range for an orchestration server and each one earns its place in the run/task/artifact lifecycle. The count feels complete without bloat or redundant utilities.

Completeness3/5

The surface covers run creation, claiming, progress messaging, artifacts, cancellation, shutdown, monitoring, and completion, which is substantial. However, there is no explicit failure/reject path: a task stuck in pending_approval cannot be rejected, and an agent that hits an error has no dedicated way to report failure instead of completing or canceling.

Maintenance

ActivityActive
ResponsivenessWithin a week