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 ### Performance Review
 
-Follow the performance-review guidelines in [.claude/skills/perf-review/SKILL.md](.claude/skills/perf-review/SKILL.md) — the do-no-harm / assume-hot posture, the hot-path checks (universal + Java J1–J11 + ByteBuddy-Advice idioms), and the confidence/severity model, with the detailed rubric in its `references/`. Scope: hot-path allocation, unbounded memory, repeated work, escaping objects, native-boundary crossings, and JVM-specific pitfalls.
+Follow the performance-review guidelines in [.agents/skills/perf-review/SKILL.md](.agents/skills/perf-review/SKILL.md) — the do-no-harm / assume-hot posture, the hot-path checks (universal + Java J1–J11 + ByteBuddy-Advice idioms), and the confidence/severity model, with the detailed rubric in its `references/`. Scope: hot-path allocation, unbounded memory, repeated work, escaping objects, native-boundary crossings, and JVM-specific pitfalls.
 
 ## Bootstrap constraints (critical)