Proactive AI agents
Transform AI agents from task executioners into partners that proactively anticipate needs and continuously improve. WAL protocol, working buffer, autonomous scheduled tasks, and battle-proven models.
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What this skill does
Transform AI agents from task executioners into partners that proactively anticipate needs and continuously improve. WAL protocol, working buffer, autonomous scheduled tasks, and battle-proven models.
- Clarifies goals, inputs, and success criteria
- Preserves evidence and marks uncertain boundaries
- Produces structured, editable results