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Research#llm📝 BlogAnalyzed: Dec 26, 2025 17:35

Get Gemini to Review Code Locally Like Gemini Code Assist

Published:Dec 26, 2025 06:09
1 min read
Zenn Gemini

Analysis

This article addresses the frustration of having Gemini generate code that is then flagged by Gemini Code Assist during pull request reviews. The author proposes a solution: leveraging local Gemini instances to perform code reviews in a manner similar to Gemini Code Assist, thereby streamlining the development process and reducing iterative feedback loops. The article highlights the inefficiency of multiple rounds of corrections and suggestions from different Gemini instances and aims to improve developer workflow by enabling self-review capabilities within the local Gemini environment. The article mentions a gemini-cli extension for this purpose.
Reference

“Geminiにコードを書いてもらって、PullRequestを出したらGemini Code Assistにレビュー指摘される。そんな経験ありませんか。”

PermalinkZenn Gemini
AI#Code Generation📝 BlogAnalyzed: Dec 24, 2025 17:38

Distilling Claude Code Skills: Enhancing Quality with Workflow Review and Best Practices

Published:Dec 24, 2025 07:18
1 min read
Zenn LLM

Analysis

This article from Zenn LLM discusses a method for improving Claude Code skills by iteratively refining them. The process involves running the skill, reviewing the workflow to identify successes, having Claude self-review its output to pinpoint issues, consulting best practices (official documentation), refactoring the code, and repeating the cycle. The article highlights the importance of continuous improvement and leveraging Claude's own capabilities to identify and address shortcomings in its code generation skills. The example of a release note generation skill suggests a practical application of this iterative refinement process.
Reference

“"実際に使ってみると「ここはこうじゃないんだよな」という場面に遭遇します。"”

PermalinkZenn LLM