Beyond Market Intelligence/skill firing

skill firing

Beyond Market Intelligence keeps skill firing in one place: one story so far. The section currently leads with “A Simple Session Start Lifts Claude Code Skill Accuracy from 15% to 62%”. A simple session-start hook, just one clear sentence at the beginning of a session, lifted Claude Code's skill-firing accuracy from 15% to 62%. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every skill firing story on Beyond Market Intelligence, newest first.

Towards Data Science

A Simple Session Start Lifts Claude Code Skill Accuracy from 15% to 62%

A simple session-start hook, just one clear sentence at the beginning of a session, lifted Claude Code's skill-firing accuracy from 15% to 62%. A software tester ran six skills across Haiku, Sonnet, and Opus. Pushy descriptions added only five points. Near-miss requests never triggered a skill at all. That's a remarkable jump from a minimal change. It suggests we've been overcomplicating how we prompt AI. For more on intent classification, see our coverage of "When Simpler Tools Match Advanced AI on Intent Classification."