Remove incidental tool coupling from artifacts that claim to outlive the stack that wrote them. Goal A durable artifact should stay true and actionable when the agent, harness, operating system, vendor, model, or toolchain changes. finds stack-specific nouns in portable content and rewrites them to the underlying mechanism without deleting the action they enabled. The point is portability, not vagueness. A reader should still know what to inspect, run, measure, compare, or verify after the rewrite. Workflow 1. Read the target artifact end to end. 2. Role before edit : classify the whole artif…