Sl Capture

This teaches Claude when to extract reusable patterns into ktx's semantic layer and how to write them so they stay compact over time. It's loaded only by the post-turn memory agent after a successful query, never by the research agent that does the actual work. The core tension is generalization: you want one revenue measure with query-time filters, not twenty hardcoded variants for every region and time window. The guidance is opinionated about overlay versus standalone sources, when to use segments versus inlining predicates, and matching SQL dialect to the warehouse. If you're building a semantic layer that needs to survive contact with real analysts, the rules about what not to capture are more valuable than the capture mechanics themselves.

Install to Claude Code

npx -y skills add kaelio/ktx --skill sl_capture --agent claude-code