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[GSoC] Add a review workflow to approve predicted phrases before injection #5244

Description

@Kaushik-Kumar-CEG

follows #5137, builds on #5243

Goal

Let a maintainer review predictions before anything is written, since a wrong
phrase can drop a real license detection (false negative)

Tasks

  • confidence tiers: auto-approve high, send medium to review, drop low
  • interactive CLI to approve / edit / reject / quit, resumable across batches
  • optional small streamlit UI to view a rule with the suggested phrase and diff
  • export the approved set so it can be injected in one pass

Activity

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