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AI DevKit · Supervise multi-agent workflows over repeated passes: poll progress, unblock waiting agents, coordinate dependencies, relay outputs, resolve conflicts, and verify completion. Use only for ongoing multi-agent coordination, not one-off list/detail/send/start/kill actions.
Passed 7 of 13 test cases with the skill, and 5 of 13 without it.
and 2 more in the full report
5 fixed7 passed either way9 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
I need to check if the background worker process named worker-auth-01 is currently running or stopped. Just give me its current status details without starting an ongoing supervision loop.
| Checked | Without skill | With skill |
|---|---|---|
| Delegates single agent lookup to $agent-communication. | Missed | Passed |
| Refrains from starting a multi-agent orchestration polling loop. | Passed | Passed |
The instructions your model reads when the skill loads.
Use only for multi-agent supervision: coordinating dependencies, polling progress, unblocking waiting agents, relaying outputs, resolving conflicts, and verifying completion across agents. For one-off list/detail/send/start/kill work, use $agent-management or $agent-communication.
Use $agent-management for safe agent selection and lifecycle actions. Use $agent-communication for list/detail/send mechanics. Use $verify before accepting any agent's completion claim.
agent list --json before each pass; never assume names/statuses.If the goal or agent ownership is unclear, run one scan/detail pass. Ask the user once only if context is still insufficient.
detail --tail 10.Finish when all assigned work is verified, blocked with a clear reason, or stopped by the user. Summarize per-agent outcomes, verification, unresolved issues, and next step.
test cases passed, vs 5 / 13 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.