AI Review Council FAQs

Question 1

What is the AI Review Council skill?

Accepted Answer

It is a specialized capability for Claude Code that triggers a panel of multiple AI models to analyze code changes and provide a consensus-based report on quality and safety.

Question 2

Is it safe to use the Council skill with private code?

Accepted Answer

Yes, the skill includes a mandatory secret scanning gate and uses XML delimiters to prevent prompt injection, ensuring your code is treated as data rather than instructions.

Question 3

What is the benefit of the scoring layer?

Accepted Answer

After all models provide feedback, a Claude Sonnet agent evaluates every finding on a 0-100 confidence scale, filtering out 'noise' and false positives to ensure only high-impact issues are reported.

Question 4

Which AI models are included in the council?

Accepted Answer

The council consults external models like Gemini, Codex, Qwen, GLM-4.7, and Kimi, alongside specialized Claude subagents tuned for specific concerns like security and bugs.

Question 5

How does the skill handle rate limits for external models?

Accepted Answer

The skill implements an exponential backoff strategy, staggered launches, and graceful failure handling to ensure reviews continue even if a specific model is unavailable.

AI Review Council

主要功能

使用场景

AI Review Council

主要功能

使用场景