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'%20stop-opacity%3D'0.16'%2F%3E%3Cstop%20offset%3D'1'%20stop-color%3D'rgb(200%2C90%2C60)'%20stop-opacity%3D'0.03'%2F%3E%3C%2FlinearGradient%3E%3C%2Fdefs%3E%3Crect%20width%3D'320'%20height%3D'200'%20fill%3D'url(%23g)'%2F%3E%3Ccircle%20cx%3D'250'%20cy%3D'56'%20r%3D'92'%20fill%3D'rgb(200%2C90%2C60)'%20fill-opacity%3D'0.06'%2F%3E%3Ccircle%20cx%3D'64'%20cy%3D'172'%20r%3D'58'%20fill%3D'rgb(200%2C90%2C60)'%20fill-opacity%3D'0.05'%2F%3E%3C%2Fsvg%3E)
From pr-audit-template
Given a structured tool-call list from transcript-parse, identify the top sources of wasted calls — re-reads of the same file, retried commands that failed repeatedly, subagent dispatches that returned nothing useful, monitor loops that fired without acting on output. Output a ranked list of findings with impact scores.
How this skill is triggered — by the user, by Claude, or both
Slash command
/pr-audit-template:waste-analyzeThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- After transcript-parse produces a tool-call list for a merged PR
SCAFFOLD ONLY — implementation lands in OAUDIT3.
Read tool, same path, same offset, more than 2× per sessionBash calls with non-zero exit on similar commandsAgent calls whose return value wasn't quoted, edited, or otherwise usedMonitor events that fired but didn't trigger a subsequent tool call within 60sEach heuristic produces a finding with an impact score derived from the call's latency × redundancy count.
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npx claudepluginhub subagentceo/knowledge-engineering --plugin pr-audit-template