OpenClaw agents, while capable of multi-step planning and tool selection, frequently fail at the "handoff stage" where data from one tool does not properly flow as input to the next. OpenClaw skills address this by defining the complete execution path beforehand, specifying tool order and how output moves between steps. This structured approach aims to prevent silent failures, context loss, or inaccurate results in complex workflows.