Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing through structured intermediate artifacts.
A Claude Project skill system for disciplined, data-driven sports betting. One prompt → structured bet recommendation with EV%, unit sizing, and reasoning.