You are incorporating Claude Code into your Continuous Integration/Continuous Deployment (CI/CD) pipeline. The system performs automated code reviews, produces test cases, and gives feedback on pull requests. You must design prompts that deliver actionable feedback while minimizing false positives.
Your automated review CI jobs require 18 seconds to initialize before Claude starts analyzing code. Profiling shows that the delay results from auto-discovery of hooks, MCP servers, plugins, skills, and multiple nested CLAUDE.md files across your monorepo. You need to reduce startup time while ensuring reviews continue to enforce your team's coding standards, which are documented in your root-level CLAUDE.md file.
What is the most effective approach?
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