ashrafee-dev / ashrafee-dev/scamshield-api

get_assessment: Filtering may reduce assessment accuracy

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Dominant language
Python
Stars
3
Forks
10
Avg merge
14h 44m
Merged PRs (30d)
9

Description

Filtering could result in False assessment

  • AI could think a template was used by a scammer seeing patterns like [EMAIL] [PHONE] , in emails or audios.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start at the get_assessment entry point and trace how filtering affects the AI assessment. Reproduce the reported case with input containing [EMAIL] and [PHONE], then compare the assessment with and without filtering. Before implementation, clarify the expected behavior for templated contact details.

Written by the indexing model from the issue text.

Assessment

Tech stack
fastapi, python
Domain
api, backend
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
35/100

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