I’m building a state-driven AI roleplay system — and I need opinion from aside

I’m building a state-driven AI roleplay system — and I need opinion from aside

Hey.

I’ve been working on an AI roleplay platform that tries to go beyond “chat with memory”.

Instead of just summarizing context, it tracks structured world state:

Persistent scene info (location, time, mood)

Incidents (who did what, when, why)

Character HP & injuries (with healing over time)

Relationship tension / dominance shifts

Reputation changes

Inventory & important items

“Changes this turn” diff log

So if something serious happens (fight, betrayal, threat note, etc.), it doesn’t just become flavor text – it becomes part of the tracked world state and affects future interactions.

The system is not perfect.

It’s not always stable.

Sometimes it over-tracks.

Sometimes it misses nuance.

I’ve been working on it for a long time, so my perspective is probably biased at this point. I’d really like to hear opinions from people who actually enjoy roleplay.

Some questions:

What parameters feel unnecessary in deep RP?

What’s missing that would make long-term RP feel more alive?

How much structure is too much?

I’m not trying to build “another chatbot”.

I’m trying to build something closer to a narrative simulation engine.

https://preview.redd.it/7yu2v2mxzrmg1.png?width=1909&format=png&auto=webp&s=05fc0059cfb250a8fd5f3a473b8d1eab17d62ae7

https://preview.redd.it/3nnqf77zzrmg1.png?width=1906&format=png&auto=webp&s=0d02cb947f9e30f64698a414cc8d7d06bbc1d7c9

https://preview.redd.it/pvno9m900smg1.png?width=1850&format=png&auto=webp&s=f10a9c07e47b8947b777e1ea7204ca6c4f1ca684

https://preview.redd.it/v9f8u8q10smg1.png?width=1821&format=png&auto=webp&s=7d1058deeef014cb11f57b1843d610e4b63f1493

https://preview.redd.it/5bgjpgq40smg1.png?width=1833&format=png&auto=webp&s=43c056505d979f3f08699dc0171b12f10eb871d1

If you’re into long-form RP, I’d really value your thoughts.

submitted by /u/ImpossibleSeason8148
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