Code Profiler Skill

SkillDev tools

Profile code performance and identify bottlenecks

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Code Profiler Skill skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/algorithms-optimization/skills/code-profiler/SKILL.md and read by ahel’s review.

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.

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
code-profiler
Source
github.com/a5c-ai/babysitter