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Run a verified multi-agent goal with Bernstein.
Passed 16 of 19 test cases with the skill, and 6 of 19 without it.
and 9 more in the full report
12 fixed7 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to confirm that the installed skill package directory on disk matches its anchored receipt in the lineage spine. What command performs this verification against directory path `/opt/skills/bernstein-run`?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies bernstein skills package verify --dest /opt/skills/bernstein-run | Missed | Passed |
The instructions your model reads when the skill loads.
Bernstein is the open-source governance layer for AI agents, with a deterministic multi-agent scheduler. This skill wraps the three-step operator loop: submit a goal, monitor progress, and verify the finished run against its Merkle-chained lineage journal and HMAC audit chain.
bernstein on PATH (pip install bernstein or uv tool install bernstein)..sdd/ after
the first run).bernstein init scaffolds config and templates.bernstein run -g "<goal>"
bernstein run --dry-run -g "<goal>".bernstein status
bernstein cost
status shows task summary and agent health.cost shows the spend so far against configured budgets.test cases passed, vs 6 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.