🔍 Efficiency Optimizer
This skill analyzes recently added or modified Python code to identify performance improvements and efficiency gains.
npx playbooks add skill arjenschwarz/agentic-coding --skill efficiency-optimizer
About Efficiency Optimizer
Use Efficiency Optimizer to configure Claude Code, Cursor, or Copilot for code review & quality: it this skill analyzes recently added or modified python code to identify performance improvements and efficiency gains.
This compact 16-word instruction set is purpose-built for code review & quality work in AI coding agents. Install with a single command.
Use Cases
- Catching bugs and security vulnerabilities before merge
- Enforcing code style and architectural consistency
- Reviewing PRs for performance and maintainability
- Generating detailed code review comments
Example Prompts
System Prompt (16 words)
This skill analyzes recently added or modified Python code to identify performance improvements and efficiency gains.
Frequently Asked Questions
What is Efficiency Optimizer?
Efficiency Optimizer is a free code review & quality skill for AI coding agents. This skill analyzes recently added or modified Python code to identify performance improvements and efficiency gains.. It provides a specialized system prompt that configures your agent with code review & quality expertise.
How do I use Efficiency Optimizer with Claude Code?
Run npx playbooks add skill arjenschwarz/agentic-coding --skill efficiency-optimizer in your terminal to install Efficiency Optimizer into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Efficiency Optimizer?
Efficiency Optimizer is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Efficiency Optimizer free to use?
Yes, Efficiency Optimizer is completely free and open source. The full source is available on GitHub at https://github.com/arjenschwarz/agentic-coding/tree/main/claude/skills/efficiency-optimizer. You only need a subscription to the AI agent you use it with.
