smart-sourcing

Quick Review

Excellent skill addressing a real AI assistant problem: citation overhead. The description clearly conveys the purpose (selective sourcing for high-value claims). Task knowledge is comprehensive with decision trees, specific examples of when to source vs. not source, and actionable implementation patterns (inline citations, uncertainty markers). Structure is clean with well-organized tables and clear sections. Novelty is strong—this solves the 10-16x token cost problem of full sourcing through intelligent triage, which a CLI agent would not naturally implement. Minor opportunity: the description could slightly more explicitly state 'decides when citations are needed' for absolute clarity, but overall this is a high-quality, practical skill.