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Use when a reviewer agent needs one fast cross-repo picture of how agents are using Shellbrain, where the product is working, where it is failing, and which expected capabilities are being skipped.
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/plugin marketplace add cucupac/shellbrain
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Shellbrain Usage Review
Run the canonical cross-repo analytics report and synthesize it for review.
Primary Command
shellbrain admin analytics --days 2
What To Extract
where Shellbrain is working well where it is failing what is failing and why where working agents are skipping expected recall where internal recall or knowledge-builder runs are failing the top priorities that should drive product follow-up
Operating Rules
treat the JSON report as the source of truth do not reconstruct the report with ad hoc SQL unless the command is broken summarize the strongest wins, the most important failures, and the highest-priority capability gaps first use repo_rollups only as secondary supporting context
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