Avoid unclear ownership, tool-first decisions, excessive scope, weak evidence and one-time reviews. Apply this specifically to current objectives, hands-on practice, responsible assessment and evidence of retained capability. Record the owner, evidence, decision and review date so another qualified person can verify the result.