Thematic content filtering and muting on social media
A way to mute or filter entire categories of content (e.g., sports) across social media feeds without having to manually mute individual keywords or teams. Users want to follow specific people for their non-sports content while automatically hiding posts related to sports topics.
SOURCE TRANSMISSION
“I mean I get that sportball is popular, but I wish there was a consistent tag or something I could mute to stop seeing all of it on my feed from people I like getting *other* info from. Muting words like "knicks" only go so far. Sorry, I've never been a fan of competitive sports.”
CLASSIFIER RATIONALE
The post expresses a genuine category-level gap: a need for fine-grained content filtering on social media that goes beyond keyword muting to handle thematic content (sports) at a higher level. This is a real problem for users who want to follow people for non-sports content but avoid sports posts. The author is clearly identifying a missing feature/tool, not venting about a specific bug.
CAPTURED June 11, 2026 at 05:18 UTC · CLAUDE HAIKU · STAGE 1+2 PROMPT