Pattern Capture

Detect repetitive feedback across sessions and convert it into the right enforcement artifact — a memory entry, a validation hook, an enforcement pattern, or a standalone skill.

The Problem This Solves

Users give the same corrections repeatedly:

• "Don't mock the database in tests" (session 1, 3, 7, 12)
• "Use jq explicit syntax, not shorthand" (session 2, 5, 8)
• "Check the build before claiming it works" (session 1, 4, 6, 9, 11)

Each correction costs the user time and erodes trust. The DRY principle applies to prompting: if you've said it twice, it should be automated.

When to Use