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long-running-operation-ux

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Build or improve progress, cancellation, result handoff, and reliability when creating or changing a user-facing slow asynchronous action, model call, media job, queue, or multi-step workflow. Applies to batch size, concurrency, and rerun changes affecting the visible wait; do not wait for a stuck-action complaint. Exclude ordinary fast requests and backend-only changes with no user-facing operation affected.

long-running-operation-ux/SKILL.md

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Nov 11, 2026

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198
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Nov 9, 2026
License
MIT

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# Long-Running Operation UX

Match the solution to the actual user problem. Preserve accumulated workflow
lessons and the preferred stack without making advanced architecture mandatory.

## Activation

Apply this skill when creating or materially changing a user-facing action
that launches noticeable asynchronous work, including batch size, concurrency,
reruns and result handoff. Do not wait for the user to report that it looks
stuck. A backend change affecting a visible operation is in scope; a model
call with no user-facing wait is not sufficient by itself.

## Maturity profiles
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