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skill: put literal trigger phrases in the description so it self-invokes

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A sonnet subagent had ml-debug listed, with 'after a run finishes or crashes' in
the description, and did not invoke it for 'read the last pueue log'.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
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wassname
2026-08-19 20:55:43 +08:00
co-authored by Claudypoo
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commit f830c0cb23
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SKILL.md
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---
name: ml-debug
description: "Procedure for machine learning development and debugging. Execute the numbered steps and paste the filled templates into your reply. Use before queueing a run, after a run finishes or crashes, when stuck, before reporting any result, and before writing that a result looks fine. Makes 'read your data', 'assume you have a bug' and 'compare to reference code' produce artifacts the user can check."
description: "Procedure for machine learning development and debugging. Execute the numbered steps and paste the filled templates into your reply. Invoke it yourself, do not wait to be asked. Triggers: read the log, read the last pueue job, check the run, what did that job show, the training run finished, it crashed, queue a run, the loss is not going down, the metric will not move, is this result real, does A beat B, and any moment you are about to write that a result looks fine. Makes 'read your data', 'assume you have a bug' and 'compare to reference code' produce artifacts the user can check."
---
# ML procedure: execute, do not summarise