shellbrain-usage-reviewlisted
Install: claude install-skill cucupac/shellbrain
# Shellbrain Usage Review
Run the canonical cross-repo analytics report and synthesize it for review.
## Primary Command
```bash
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