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Codebase planning with AI models

shadcn/improve is an agent capability that analyzes the codebase and creates action plans that can be executed by lower-cost AI models. Aiming to optimize developers' code review and implementation planning processes, this tool targets planning complex tasks with capable models and executing them with more economical models.

What you get

  • Scans the codebase to prepare a prioritized list of findings and detailed implementation plans.
  • Analyzes with smart models and executes implementation processes with more economical models.
  • Audits existing plans, fixes errors, and organizes the workload.

Installation

Adding the tool to the project
npx skills add shadcn/improve

If you don't write code

Paste this into your AI agent (Claude Code · Codex · Antigravity)

I want to use the agent capability named shadcn/improve to perform code review and implementation planning in this project. Please run the following command to add the tool to my project: npx skills add shadcn/improve.

Repository: https://github.com/shadcn/improve. Follow the official instructions in the README of this repository for setup and execution.

Before starting, check which OS we are on and if the necessary tools (e.g., Python, Node.js, Git, Docker) are installed. Install any missing ones step-by-step according to this system.

Create a new, empty folder to work in. Do not touch any files outside this folder and do not delete anything. Tell me what you are going to do in one sentence before running each command.

Tell me what I should see on the screen at the end of each step. If an error occurs, I will paste the error message to you exactly as it is, and we will fix it together.

Related dictionary terms

AI SkillsArtificial Intelligence
Who it is forSuitable for developers who want to scan the codebase and create implementation plans.
LicenseMIT

Links

TreScout did not build this tool · we found it in GitHub trends and wrote it up. This page describes the repository as of 2026-11-11: The star count and our text belong to that day, the repository may have changed since. Check the repository link for the current state. The introductory text was prepared with AI from the repository's own documentation, and this page was machine-translated from the Turkish original · the Turkish version prevails.