Adapter audit skill

Use this skill when you want to systematically audit and fix CLI adapter projects — for example, scanning all search adapters in opencli for missing url fields and batch-generating patches.

When to use

• auditing adapter output schemas for missing fields (url, timestamp, thumbnail, etc.)
• generating batch fixes across many adapters at once
• preparing multi-file PRs to upstream projects
• maintaining output consistency across a large adapter registry

Core workflow

1. Scan

Scan all adapters in the target project and classify each by: