Code Profiler Skill Skill

Code Profiler Skill

Purpose

Profile algorithm implementations to identify performance bottlenecks and optimization opportunities.

Capabilities

Runtime profiling
Memory profiling
Cache miss analysis
Hot spot identification
Optimization suggestions
Comparative benchmarking

Target Processes

code-level-optimization
complexity-optimization
memory-optimization

Profiling Dimensions

Time Profiling

Function-level timing
Line-by-line profiling
Call graph analysis
Hot spot detection

Memory Profiling

Heap allocation tracking
Memory leak detection
Peak memory usage
Allocation patterns

Cache Analysis

Cache miss rates
Memory access patterns
Data locality issues

Input Schema

{
  "type": "object",
  "properties": {
    "code": { "type": "string" },
    "language": { "type": "string" },
    "profileType": {
      "type": "string",
      "enum": ["time", "memory", "cache", "all"]
    },
    "testInput": { "type": "string" },
    "iterations": { "type": "integer", "default": 1 }
  },
  "required": ["code", "profileType"]
}

Output Schema

{
  "type": "object",
  "properties": {
    "success": { "type": "boolean" },
    "timing": { "type": "object" },
    "memory": { "type": "object" },
    "hotSpots": { "type": "array" },
    "recommendations": { "type": "array" }
  },
  "required": ["success"]
}

Integration

Can integrate with profiling tools like gprof, perf, Valgrind, cProfile, and language-specific profilers.

Agent Skills: Code Profiler Skill

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Skill Files