Practical AI Security Reviews with Claude Code: A Constraint-Driven Approach
Security#Large Language Models📝 Blog|Analyzed: Dec 24, 2025 13:47•
Published: Dec 23, 2025 23:45
•1 min read
•Zenn LLMAnalysis
This article from Zenn LLM dissects Anthropic's Claude Code's `/security-review` command, emphasizing its practical application in PR reviews rather than simply identifying vulnerabilities. It targets developers using Claude Code and engineers integrating LLMs into business tools, aiming to provide insights into the design of `/security-review` for adaptation in their own LLM tools. The article assumes prior experience with PR reviews but not necessarily specialized security knowledge. The core message is that `/security-review` is designed to provide focused and actionable output within the context of a PR review.
Key Takeaways
- •`/security-review` is designed for practical use in PR reviews.
- •The focus is on actionable output, not just vulnerability detection.
- •Understanding the design allows adaptation for other LLM tools.
Reference / Citation
View Original""/security-review is not essentially a 'feature to find many vulnerabilities'. It narrows down to output that can be used in PR reviews...""