When the agent finishes a successful multi-step task, it writes itself a playbook: which tools, in what order, what to watch. Similar tasks start from experience, not from zero.
A reusable playbook is extracted from the task trace — you write nothing.
New goals are matched semantically; the most relevant skills guide the agent (without bending the rules).
No secrets in skill content; skills are tenant-isolated — your experience never leaks to another customer.
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