Council Verification FAQs

Question 1

What kind of issues can this skill detect?

Accepted Answer

Beyond syntax, it detects logic flaws, security vulnerabilities, performance bottlenecks, and inconsistencies with project requirements using specialized rubrics.

Question 2

Can I use Council Verify in my CI/CD pipeline?

Accepted Answer

Yes, the skill is designed for automation and returns specific exit codes (0 for PASS, 1 for FAIL, 2 for UNCLEAR) that can trigger or block deployment workflows.

Question 3

Does it keep a record of the verification process?

Accepted Answer

Yes, it creates a persistent audit trail and stores transcripts, allowing teams to review the rationale behind every pass or fail verdict.

Question 4

How does confidence thresholding work?

Accepted Answer

You can set a minimum confidence score (e.g., 0.7). If the multi-model consensus falls below this number, the verdict is marked as 'unclear' and flagged for human review.

Question 5

What is multi-model deliberation in Council Verify?

Accepted Answer

Multi-model deliberation involves multiple AI models reviewing the same code or document to reach a consensus, reducing hallucinations and increasing the accuracy of the final verdict.

Council Verification

Key Features

Use Cases

Council Verification

Key Features

Use Cases