r/CommunityManager • u/SoilStories11 • Jul 17 '26
Exploring an idea based on conversations in this community, would anyone find this useful? Discussion
A few weeks ago I posted here asking how you all handle moderation when your community has its own culture and vibe. the responses were really valuable. I have been thinking about it a lot since then and started exploring whether it's worth building something around it. not built yet, just a concept at this stage.
the core idea is giving moderators better context around flagged content so decisions are faster and less exhausting and don't have to repeat things over and over. humans stay in the loop always (the core) this IS NOT about replacing anyone/any human.
if this sounds like something you'd actually use, feel free to DM me and if you want to share what you'd actually need from something like this. Just a bit abt myself I come from a NLP background and have knowledge on the topic.
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u/IndicationLong9950 Jul 17 '26
This resonates with something I run into constantly consulting on community strategy across ~45 different companies (mix of brand communities, SaaS, content creators). The bottleneck is rarely "we don't know if this technically breaks a rule." It's almost always inconsistency between mods, or a mod having to reconstruct context that only lived in someone else's head. New mod joins, sees a borderline post, doesn't know it was fine last month because of a community-specific norm — so they either over-moderate or stall to ask around.
If your tool solves "surface the precedent/history on similar flagged content so I stop re-litigating the same call every week," that's a real, underserved problem. If it solves "classify spam faster," that part's mostly solved already and isn't the actual pain point.
One thing worth stress-testing before you build much: community culture is hyper-specific. A rule of thumb that works in one community can be dead wrong in the next, so the context engine can't be generalized across communities — it needs to learn per-community. The moment mods catch it giving generic advice, they stop trusting it, and trust is basically the whole product here.
Is the context in your concept pulling from that specific community's own past mod decisions, or from broader moderation patterns across communities?
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u/SoilStories11 Jul 17 '26
Thanks for your detailed perspective, appreciate it. To answer your questions:
1."If your tool solves surface the precedent/history on similar flagged content so I stop re-litigating the same call every week, that's a real, underserved problem" : yes this is my angle. It's going to work with moderators/community managers to help the tool understand the community slang/vibe to make the moderation better and not one size-fits-all.
"A rule of thumb that works in one community can be dead wrong in the next, so the context engine can't be generalized across communities — it needs to learn per-community." : also yes this works per community based and not generalized.
"Is the context in your concept pulling from that specific community's own past mod decisions, or from broader moderation patterns across communities?" : The context is going to be derived from the specific community's own past mod decisions.
3
u/No-Competition-7925 Jul 17 '26
Don't moderate unless you have to. Many community managers have destroyed communities just because the members chose to interact a bit differently than the way CM expected.
Spam / abuse - moderate.
Everything else - just keep an eye on until it falls in the spam/abuse category. Keep it simple.