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feat(ai): add action-plan preview and explicit execution confirmation #90

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Description

@McanKul

Turn a validated local model plan into a reviewable OffPDF operation.

Scope

  • Show selected files, page ranges, options, and output names before execution.
  • Let users adjust supported values or cancel the plan.
  • Require a separate confirmation before invoking the backend.
  • Use the existing job progress, error, and cancellation flows.
  • Never overwrite the source file.

Acceptance criteria

  • Generating a plan performs no PDF mutation.
  • Only the confirmed, validated values reach a backend command.
  • Unsupported requests remain editable text and show a clear explanation.
  • Preview and confirmation states have component tests.

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    area: aiOptional on-device AI and document intelligenceenhancementNew feature or requesthelp wantedExtra attention is neededpriority: highHigh-priority roadmap worktarget: private-assistantOpen the pull request against epic/private-assistant

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