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authorArpit Chakladar <arpit@chakladar.me>2026-09-29 23:45:25 +0530
committerArpit Chakladar <arpit@chakladar.me>2026-09-29 23:45:25 +0530
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+---
+name: performance-analysis
+description: "Measure before optimizing, identify likely bottlenecks, make a targeted change, and verify the effect."
+---
+
+# Performance Analysis Skill
+
+Measure before optimizing, identify likely bottlenecks, make a targeted change, and verify the effect.
+
+## Subagents
+When you need to delegate sub‑tasks, use the `pi-subagents` skill.
+
+**Example:** To optimize a slow endpoint, run a **scout** to profile CPU usage in the `handler` function, another **scout** to measure I/O latency in the `storage` layer, and an **implementer** to apply algorithmic improvements while a **reviewer** compares benchmarks against the baseline.
+
+*You may adapt the delegation pattern to fit the exact requirements of the codebase.*
+
+## Workflow
+
+### 1. Measure
+- Profile before changes
+- Establish baseline metrics
+- Identify hot paths
+
+### 2. Analyze
+- Find actual bottlenecks
+- Distinguish CPU vs I/O vs memory
+- Consider algorithmic complexity
+
+### 3. Target
+- One bottleneck at a time
+- Minimal, focused change
+- Prefer algorithmic improvements
+
+### 4. Verify
+- Re-measure after change
+- Compare to baseline
+- Check for regressions