Agent Activity Audit
hyperb1iss/sibylAudit recent agent transcripts (Claude Code and Codex) to learn how a tool, system, or skill is actually being used in the wild. Surfaces failure modes, friction, success patterns, and concrete improvement candidates from real session data. Use this when you want to improve a developer-facing system that agents interact with regularly.
At a glance
This skill is for Productivity and helps you audit agent transcript data, identify tool failure modes, and surface user friction patterns.
git clone --depth 1 https://github.com/hyperb1iss/sibyl
cp -r sibyl/skills/agent-activity-audit ~/.claude/skills/agent-activity-audit
Setup, runtime and requirements describe hyperb1iss/sibyl, the repo this skill ships in.
auditingAgent InteractionsSystem Improvementclaude-codeUsage Analytics
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