MozillaSecurity / MozillaSecurity/WebCompatManager

Implement "content based" grouping of user reports

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Dominant language
Python
Stars
1
Forks
5
Avg merge
1d 11h
Merged PRs (30d)
1

Description

This work will include the following:

  • Cluster existing reports and create buckets based on clusters.
  • Assign incoming reports to existing clustered buckets or create new ones.
  • Come up and implement bucket prioritization score / sorting mechanism
  • Add a button to remove a report from bucket or assign to another bucket
  • Add an ability to refine a clustered bucket using Gemini, probably a button in the UI. It could be used if a bucket contains reports that don't match the majority of the group or just doesn't make sense in general. It could potentially look for similar reports in other buckets for this domain. We should display results for user confirmation.
  • Once a bug is confirmed/filed use Gemini to find similar reports in other buckets for this domain and also display results to confirm (maybe only do that if a bucket wasn't refined previously).

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

The issue names no files, tests, or entry points. Start by locating the existing report clustering, bucket UI, and Gemini integration, then separate the three unchecked behaviors into an agreed scope. Done means users can remove or reassign reports, refine buckets with confirmation, and review suggested similar reports after bug confirmation.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
full-stack, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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