Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.

Claude Code skill for naming products, SaaS, and brands. Metaphor-driven naming that avoids AI slop.