An AI coding agent skill designed to streamline and clean up recently modified code while strictly preserving existing functionality and project standards.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install simplify-code
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install simplify-code using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Simplify?
The Simplify skill is a powerful extension designed for Openclaw Skills to optimize code quality during active development sessions. It acts as an automated, expert code simplification specialist that focuses primarily on recently modified or touched files. By analyzing your latest changes, it seamlessly reduces unnecessary complexity, flattens deep code nesting, and eliminates redundant abstractions without altering the software's functional behavior.
Rather than aiming for over-compact 'clever' code that degrades readability, this tool prioritizes explicit, maintainable structures. It intelligently scans project-specific rule files—such as AGENTS.md, CLAUDE.md, and GEMINI.md—to align its refactoring output perfectly with your repository's established style guides, React component patterns, and module standards.
Simplify Use Cases
- Refactoring complex or deeply nested conditions after completing a new feature implementation.
- Cleaning up code clutter and removing obvious comments before committing changes to version control.
- Standardizing variable naming, import sorting, and error-handling patterns across a multi-developer workspace.
- Aligning newly generated AI code blocks with rigorous local project configuration standards like CLAUDE.md or copilot-instructions.md.
How Simplify Works
- Identifies recently modified code sections within the active session scope.
- Analyzes the target code sections to pinpoint structural opportunities for elegance and consistency improvements.
- Checks project instructions (e.g., AGENTS.md, GEMINI.md) to extract project-specific best practices.
- Applies refinements while strictly ensuring all original outputs, features, and functionality remain completely unchanged.
- Verifies that the resulting codebase is objectively simpler and more maintainable.
- Generates documentation for significant changes to maintain team clarity.
Simplify Setup
To incorporate the Simplify skill into your AI coding workflows, install it via your Openclaw environment management setup. You can install and configure Openclaw Skills by running the following commands in your project root:
# Install the Openclaw CLI tool if you haven't already
npm install -g openclaw-cli
# Register and enable the simplify skill within your project directory
openclaw skills add simplify
Ensure your project contains standard configuration files like CLAUDE.md or copilot-instructions.md so the skill can automatically read and apply your project's custom coding guidelines.
Simplify Data Schema & Taxonomy
The Simplify skill dynamically reads the active project's instruction ecosystem to guide its refactoring taxonomy. It does not generate standalone databases but instead interfaces directly with existing metadata configuration files:
| Configuration File | Purpose | Refinement Rules Applied |
|---|---|---|
AGENTS.md / CLAUDE.md |
Core guidelines | Determines module systems (ESM), function keyword usage, and explicit returns. |
GEMINI.md / copilot-instructions.md |
Model preferences | Configures React component architectures, Props types, and naming conventions. |
When modifications are executed, the skill outputs inline code updates directly to the active session files and generates minimalist summary logs documenting the architectural changes.
Simplify Advanced Features
- Context-Aware Rule Resolution: Automatically searches and aggregates instructions across multiple files (
CLAUDE.md,GEMINI.md, etc.) to maintain total consistency. - Scope Target Isolation: Focuses strictly on recently modified files by default to avoid widespread, unwanted repository changes.
- Custom Code Layout Preservation: Intelligently balances brevity with maintainability, rejecting dense one-liners or nested ternaries in favor of highly readable switch blocks and explicit code logic.
- Downstream Documentation Hooks: Provides concise summaries of architectural modifications, streamlining pull request descriptions and team notifications within the Openclaw Skills ecosystem.
SKILL.md
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