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TrueGrowth/openspec/changes/update-ai-clip-commercial-workbench/proposal.md

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Change: Update AI clip center into a commercial workbench

Why

The current AI clip page exposes a useful local task entry, but it does not yet match the final product plan for a commercial short-video production center. Operators need a clear path from source media to business scenario, AI-selected clips, subtitle packaging, digital-human polish, finished asset storage, and publish-ready outputs.

What Changes

  • Expand the AI clip center from a small preset picker into 12 user-facing clip capabilities.
  • Add industry and business scene templates for IP content, live commerce, courses, sales/customer success, and local business.
  • Add digital-human talking-head polish packs so avatar outputs can be refined into commercial short videos.
  • Keep the flow simple: capability, source, config, editor, preview.
  • Submit the selected capability, scene, polish pack, business parameters, model route, local model status, and output options into the existing local runtime task payload.

Impact

  • Affected specs: ai-clip-workbench
  • Affected code: apps/web/src/workbench/WorkbenchShell.tsx, apps/web/src/workbench/workbench.scss
  • Runtime integration: existing /local-api/funclip/tasks local task endpoint