review-evo

What This Skill Does

ReviewEvo is an intelligent, self-improving code analysis engine designed to integrate directly into your local development environment. By analyzing your repository's git history, it identifies high-risk code "hotspots," detects emerging technical debt, and learns your team's specific coding conventions over time. Unlike generic linting tools, ReviewEvo builds a persistent .review-evo/learnings.md knowledge base that matures with every execution. It effectively functions as a perpetual peer reviewer that never gets tired, constantly refining its understanding of your architectural patterns, legacy debt, and frequent churn areas to provide increasingly relevant and context-aware feedback.

Installation

To integrate this agent skill into your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/8co/review-evo

Ensure you have git installed and are inside a directory with at least 20 commits for the best analytical results. The skill operates entirely locally, respecting your privacy by ensuring no code or metadata is sent to external servers or API providers.

Use Cases

• Onboarding Assistance: Help new team members understand which files are the most complex or frequently changed.
• Technical Debt Management: Automatically track recurring code smells that keep appearing across different pull requests.
• Legacy System Maintenance: Analyze git history to safely refactor code by understanding who worked on specific segments and why those files have high churn.
• Standardization: Identify deviations from your established team conventions before they become embedded in the codebase.

Example Prompts

1. "Review the current codebase and identify which files are the most prone to bugs based on our recent 3-month git history."
2. "Compare the latest findings against our established learnings file and tell me if we have successfully reduced technical debt in the core modules."
3. "Run a risk assessment on the recent commits; specifically highlight any complexity bombs introduced in the last month."

Tips & Limitations

ReviewEvo is designed for local git repositories. If your repository contains fewer than 20 commits, the analysis will be statistically limited; in such cases, consider running the tool after more development history has accrued. Since the skill uses local file-read and file-write operations to maintain its knowledge base, ensure your environment allows the agent permissions to read/write within the .review-evo/ directory. Remember that the quality of insight improves over time as the tool learns; the first few runs are foundational, while subsequent runs provide deeper structural intelligence.