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Dev.to
7/26/2026
How Claude Code Detects Its Own Weekly Rot and Repairs Itself

How Claude Code Detects Its Own Weekly Rot and Repairs Itself

Short summary

A developer shares a three-layer weekly self-audit script (cc-self-audit.sh) that detects quiet degradation in a Claude Code environment — context bloat from rules/MEMORY.md, unarchived agent files, hook spam, frustration signals, and tool failures. When any of five metrics crosses a threshold, the script pipes a repair prompt into claude -p with restricted tools, then independently re-measures to verify the fix rather than trusting self-reporting. The system runs via launchd on a weekly schedule, logs every change with revert instructions, and escalates to a human via Discord when auto-repair leaves residual issues.

  • Five-metric weekly audit detects Claude Code context bloat, agent file accumulation, hook spam, frustration words, and tool errors
  • Auto-repair delegates to claude -p with narrowed tool permissions, then independently re-verifies metrics instead of trusting self-report
  • Every change is logged with revert instructions; unresolved violations escalate to human via Discord notification

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