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Suggestion engine: identify scalable ways to generate suggestions
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Description

This is a tracking task for the work involved with identifying mechanism(s) that are capable of generating compelling and constructive suggestions at scale for newcomers. There will likely be parallel tasks that seek to do something similar for other groups of editors.

Requirements

For a "suggestion mechanism" to be considered viable in this context, it must meet the following requirements:

  • Prevalent: newcomers need to be likely to encounter suggestions
  • Compelling: newcomers need to find the suggestions compelling
  • Constructive: patrollers need to consider the edits a suggestion causes to be constructive

Suggestion methods

This section contains a living list of the various suggestion generating mechanisms the team has considered...

IDMethod nameDescriptionInvestigation taskNotes
#1Repurpose existing Edit ChecksApply Reference Check and Tone Check to existing content
#2Introduce a generic text-matching capabilityEnable people to author an open-ended set of suggestions using a generic text-matching capabilityT398478
#3Expose existing logic as suggestionsUse logic from existing gadgets, scripts, abuse filters, database reports [i], etc. to identify content that could benefit from improvement
#4Integrate existing SuggestionsShowing existing "Add a link" and "Add an image" suggestions Growth implemented within VE
#5Identify issues with machine learningInvestigate the feasibility of using a generic machine learning model to identify content that could benefit from modificationEditing and ML Teams are refining a hypothesis to guide this work
#5TBDTBDTBDTBD
#6TBDTBDTBDTBD
#7TBDTBDTBDTBD

i. Database reports: Thank you to @Samwalton9-WMF for making the Editing Team aware of database reports!

Event Timeline

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ppelberg updated the task description. (Show Details)
ppelberg added a subscriber: Samwalton9-WMF.
ppelberg renamed this task from Generate compelling and constructive suggestions at scale to Suggestion engine: identify scalable ways to generate suggestions.Sep 19 2025, 9:10 PM