#learning

Agents · 18 · 4 min

Skills as data — storing metadata, runs, and learned refinements in RedDB

Claude Code skills are static SKILL.md files today. Promote them to first-class data — metadata, execution traces, success rates — and the agent can pick the right skill for a new task with a SQL query instead of a keyword-match heuristic.