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Code simplifier

Skill brycewang-stanford/Auto-Empirical-Research-Skills/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/engineering/code-simplifier

Simplify and clean up code after changes are complete. Reduces complexity, improves readability, and ensures consistency.From its SKILL.md

Install
npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill code-simplifier

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SKILL.md

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Code Simplifier

Clean up and simplify code after making changes.

When to Use

Run this skill after completing a feature or fix to ensure the code is clean, readable, and maintainable.

Simplification Goals

Reduce Complexity

  • Break long functions into smaller, focused ones
  • Reduce nesting depth (max 3 levels)
  • Simplify complex conditionals
  • Extract magic numbers to named constants

Improve Readability

  • Use descriptive variable and function names
  • Add clarifying comments for non-obvious logic
  • Ensure consistent formatting
  • Remove unnecessary comments

Apply Pythonic Patterns

  • Use list/dict/set comprehensions where appropriate
  • Use with statements for resource management
  • Use enumerate() instead of manual indexing
  • Use zip() for parallel iteration
  • Use f-strings for formatting
  • Use pathlib for file paths

Clean Up

  • Remove unused imports
  • Remove unused variables
  • Remove commented-out code
  • Remove redundant code paths
  • Consolidate duplicate logic

Workflow

  1. Identify Changed Files

    • Focus on files modified in the current session
    • Or specify files/directories as arguments
  2. Analyze Each File

    • Check for simplification opportunities
    • Prioritize high-impact improvements
  3. Apply Simplifications

    • Make incremental changes
    • Preserve original behavior
    • Run tests after each change
  4. Format and Lint

    • Run ruff format .
    • Run ruff check --fix .
  5. Verify

    • Run tests: pytest
    • Ensure behavior unchanged

Arguments

Optionally specify files or directories to simplify.

Usage:

  • /code-simplifier - Simplify recently changed files
  • /code-simplifier src/module.py - Simplify specific file
  • /code-simplifier src/ - Simplify entire directory

Example Transformations

Before:

result = []
for i in range(len(items)):
    if items[i].is_valid == True:
        result.append(items[i].value)

After:

result = [item.value for item in items if item.is_valid]

Before:

if x != None:
    if y != None:
        if z != None:
            process(x, y, z)

After:

if all(v is not None for v in (x, y, z)):
    process(x, y, z)

What ships with it: 1 file

2.5 KB alongside SKILL.md

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