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Example ClawFlow authoring pattern for inbox triage. Use when messages need different treatment based on intent, with some routes notifying immediately, some waiting on outside answers, and others rolling into a later summary.

Use when work should span one or more detached tasks but still behave like one job with a single owner context. ClawFlow is the runtime substrate under authoring layers like Lobster, acpx, or plain code. Keep conditional logic in the caller; use ClawFlow for flow identity, waiting, outputs, and user-facing emergence.

Example TaskFlow authoring pattern for inbox triage. Use when messages need different treatment based on intent, with some routes notifying immediately, some waiting on outside answers, and others rolling into a later summary.

Use when work should span one or more detached tasks but still behave like one job with a single owner context. TaskFlow is the durable flow substrate under authoring layers like Lobster, ACPX, plugins, or plain code. Keep conditional logic in the caller; use TaskFlow for flow identity, child-task linkage, waiting state, revision-checked mutations, and user-facing emergence.

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