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improve

Audit codebases for security, performance, and architectural issues and generate implementation plans.

Updated Apr 30, 2026
Search Tags:#planning#architecture#security#refactoring#codebase#audit
One-click install
npx skills add https://github.com/allanweber/cartogra --skill improve-allanweber
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: improve
Source: https://github.com/allanweber/cartogra/tree/main/.agents/skills/improve
Command: npx skills add https://github.com/allanweber/cartogra --skill improve-allanweber

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of maintaining large codebases by providing expert-level architectural analysis and creating actionable, self-contained implementation plans that any model can execute.

Core Features & Use Cases

  • Expert Auditing: Performs deep-dive analysis across security, performance, correctness, and technical debt categories.
  • Implementation Planning: Generates detailed, step-by-step plans that include verification commands, scope boundaries, and drift checks.
  • Use Case: Use this Skill to audit a legacy repository for security vulnerabilities and tech debt, then generate a prioritized roadmap of implementation plans for junior developers or other AI agents to execute.

Quick Start

Use the improve skill to audit the current repository and generate a prioritized implementation plan for the top three identified issues.

Frequently Asked Questions about improve

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit a legacy codebase for security vulnerabilities and technical debt?▼

You can conduct a comprehensive codebase audit by performing a systematic, read-only analysis of your source code and documentation to identify security vulnerabilities, performance bottlenecks, and technical debt across the repository.

How do I generate implementation plans for automated code refactoring?▼

Generate implementation plans for automated refactoring by creating structured, self-contained documents that include step-by-step instructions, scope boundaries, verification gates, and drift checks for automated execution by any model.

Can I use an automated codebase audit to create a roadmap for junior developers?▼

Yes, you can use an automated codebase audit to analyze technical debt and architectural issues, then generate a prioritized roadmap of detailed, self-contained implementation plans specifically structured for junior developers or AI agents to execute.

What is the best way to reduce technical debt across a large software architecture?▼

The best way to reduce technical debt in a large software architecture is to perform deep-dive analysis across correctness and performance categories, then systematically generate structured implementation plans with scope constraints and verification commands.

Does codebase auditing require modifying the source code during analysis?▼

No, codebase auditing does not require modifying the source code; it facilitates technical debt reduction and roadmap development through a strictly systematic, read-only analysis of your existing source code and documentation.

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