Steal this: run a weekly AI memory audit. Your chat history is not knowledge. It’s a graveyard. Once a week, have Claude summarize your Claude Code sessions and cluster what you actually asked it to do into 4 buckets: 1. SKILLS Repeatable tasks you still do manually (should become a button) 2. AGENTS Autonomous workflows (research + action, end to end) 3. SCHEDULED TASKS Stuff to cron (recurring, predictable) 4. CLAUDE.md Your repeated preferences + context (the rules you keep retyping) For each item, include: • 1-line description • session id(s) • frequency count • recommended bucket Sort by frequency. Result: your real workflow, not your imagined one. Whatever you repeat becomes automation, docs, or a skill. Copy/paste prompt: “Analyze my Claude Code session logs from the past 7 days. Extract every user request as a single line. Deduplicate similar requests. Cluster into: SKILLS, AGENTS, SCHEDULED TASKS, CLAUDE.md. For each cluster, list: summary, session id(s), frequency, and what to build next. Sort by frequency. End by asking me which session id to expand for full context.”
Weekly AI audit to surface automation opportunities
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Filed under Workflows by the model because: Weekly AI audit to surface automation opportunities. The rules.