学术

craft-survey

One-shot prior-art survey — study comparable prompts, skills, or repo assets, extract recurring patterns worth adopting, flag patterns to avoid, and synthesize actionable improvements for the current artifact. Use this whenever the user wants to ground a prompt or skill in proven patterns, references older assets to learn from, asks "how do others do this," mentions "survey," "prior art," or "research," or is designing something new and wants a literature-review pass before committing — even if they don't say "survey." Distinct from craft-autoresearch (which runs an eval-driven optimization loop, not a prior-art survey).