How are the findings categorized in the final summary?

Findings are grouped by severity: Critical (must fix), High (should fix), Medium (consider fixing), and Low (optional/style improvements).

Can I use this skill with Git instead of Jujutsu?

The current implementation is optimized for the Jujutsu (jj) workflow, but the underlying logic of parallel agent analysis can be adapted for Git-based environments.

What types of analysis are performed during the run?

The skill runs four mandatory agents: a type-checker, a bug-finder, a code-simplifier, and a code-reviewer. It also conditionally runs a test-analyzer if test files are detected in your changes.

Does this skill only report issues, or does it fix them too?

It actively fixes issues. The agents are instructed to find improvements and edit your files directly to implement those changes in read-write mode.

How does the Analyze skill detect code changes?

The skill utilizes the 'jj diff' and 'jj diff --name-only' commands from the Jujutsu version control system to identify exactly which files have been modified in your working copy.

Code Quality Analyzer

Name: Code Quality Analyzer
Author: sjawhar

bysjawhar

•

Security & Testing

Analyzes local code changes using parallel AI agents to automatically identify and fix bugs, type errors, and architectural complexity.

The Analyze skill streamlines the development workflow by performing deep automated audits on your current working copy. Using the Jujutsu (jj) version control system to identify modified files, it spawns multiple specialized AI agents in parallel to perform type checking, bug hunting, and code simplification. Unlike passive linters, this skill operates in read-write mode, allowing the agents to proactively implement fixes and improvements directly in your source code. It concludes with a comprehensive, severity-ranked summary of all changes and remaining suggestions, ensuring your code meets high standards before it ever reaches a pull request.

Key Features

01Parallel agent execution for rapid, multi-faceted code analysis

02Automated bug fixing and type annotation improvements in real-time

03Context-aware test analysis triggered by modifications to test suites

04Categorized reporting of findings by severity (Critical to Low)

05Seamless integration with Jujutsu (jj) version control for change detection

062 GitHub stars

Use Cases

01Standardizing project guideline compliance across a distributed team's local changes.

02Pre-commit sanity checks to catch subtle bugs and type mismatches before pushing code.

03Automated refactoring of complex legacy code to improve readability and maintainability.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sjawhar/dotfiles analyze

For use in Claude.ai and ChatGPT

Download Skill