shadcn/improve
Use your most capable model to audit your codebase and write plans for cheaper models to execute.
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From the publisher
README & documentation
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An agent skill that audits any codebase and writes implementation plans for other agents to execute. The idea: use your most capable model for the part where intelligence compounds — understanding the codebase, judging what's worth doing, writing the spec — and hand execution to cheaper models. The skill never implements anything itself. The plan is the product. Works in any agent that supports Agent Skills format. The plans it writes are plain markdown, so any agent (or human) can pick them up. A typical first run, start to finish: Before a PR, /improve branch does the same thing scoped to just what your branch changes. A run against shadcn/ui came back with findings like: …and rejected a few, with reasons recorded so they don't come back next run: Picking #1 produced this plan — current code excerpted, exact steps, the repo's own test/lint commands as verification gates, and STOP…
Read the full README ↗ · Preview checked 2026-11-11T15:14:47.655Z
Inside the original README — Document outline
- improve
- Install
- Usage
- How to use
- Example
- How it works
- What makes the plans executable
- Closing the loop
- Hard rules
- License
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What this repository does
Use your most capable model to audit your codebase and write plans for cheaper models to execute.
Repository facts
- Owner
- shadcn
- Primary language
- Not reported
- Stars
- 10,418
- Forks
- 427
- Open issues + pull requests
- 17
- License
- MIT
- Archived
- No
- Default branch
- main
- Created
- 2026-06-10T11:06:58.000Z
- Last push
- 2026-09-12T11:29:28.000Z
Topics and intended use
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Source and freshness
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