Micro optimizer

Skill a5c-ai/babysitter/library/specializations/algorithms-optimization/skills/micro-optimizer

Apply language-specific micro-optimizationsFrom its SKILL.md

Install

npx -y skills add a5c-ai/babysitter --skill micro-optimizer

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SKILL.md

2.1 KB, 434 tokens by cl100k_base, as published. Nobody here has run it

Micro-Optimizer Skill

Purpose

Apply language-specific micro-optimizations to squeeze maximum performance from competitive programming solutions.

Capabilities

C++ optimization tricks (fast I/O, pragma optimizations)
Python optimization (PyPy hints, list comprehensions)
Memory layout optimization
Vectorization opportunities
Compiler-specific optimizations

Target Processes

code-level-optimization
io-optimization
memory-optimization

Optimization Catalog

C++ Optimizations

Fast I/O: ios_base::sync_with_stdio(false)
Pragma optimizations: #pragma GCC optimize
Inline expansion
Loop unrolling
Memory prefetching

Python Optimizations

Use PyPy when possible
List comprehensions over loops
Local variable caching
__slots__ for classes
Avoiding global lookups

General Optimizations

Branch prediction hints
Cache-friendly data layout
Avoiding unnecessary copies
Bit manipulation tricks

Input Schema

{
  "type": "object",
  "properties": {
    "code": { "type": "string" },
    "language": {
      "type": "string",
      "enum": ["cpp", "python", "java"]
    },
    "optimizationLevel": {
      "type": "string",
      "enum": ["safe", "aggressive", "maximum"]
    },
    "preserveReadability": { "type": "boolean", "default": true }
  },
  "required": ["code", "language"]
}

Output Schema

{
  "type": "object",
  "properties": {
    "success": { "type": "boolean" },
    "optimizedCode": { "type": "string" },
    "appliedOptimizations": { "type": "array" },
    "expectedSpeedup": { "type": "string" },
    "warnings": { "type": "array" }
  },
  "required": ["success", "optimizedCode"]
}

What ships with it: 1 file

615 B alongside SKILL.md

README.md615 B