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Add impact-quantifying bullet rewriter - Kalpesh Sharma - #131

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Kalpesh1Sharma:impact-quantifying-bullet-rewriter
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Add impact-quantifying bullet rewriter - Kalpesh Sharma#131
Kalpesh1Sharma wants to merge 1 commit into
superdocsapp:mainfrom
Kalpesh1Sharma:impact-quantifying-bullet-rewriter

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@Kalpesh1Sharma

@Kalpesh1Sharma Kalpesh1Sharma commented Aug 20, 2026

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Kalpesh Sharma

Adds an extra-credit S1 Evidence-First Resume Bullet Rewriter that turns duty statements into stronger outcome-oriented bullets without fabricating metrics, responsibilities, leadership, or technologies.

The workflow asks for measurable evidence when impact is missing, blocks unsupported claims, and uses SuperDocs for a surgical proposed edit → human approve/reject → reviewed DOCX export flow.

The build includes:

  • evidence-grounded rewrite logic
  • explicit missing-metric prompts instead of fabricated numbers
  • unsupported-claim protection
  • SuperDocs proposed-change review with human approval
  • verified reviewed DOCX export
  • synthetic sample resume and proof screenshot
  • local tests covering evidence extraction, rewrite safety, and SuperDocs pending-change parsing

The final exported resume was verified to apply only the approved bullet change while preserving the remaining resume content.

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