u/StorytellerStegs

Made a gamebook that sends serialized, entirely custom chapters by email and adapts to your whole choice history.

Grew up on Fighting Fantasy, replayed City of Thieves probably four or five times. Always wondered why that format never made it into daily habit territory. There's Twine, Inkle, Choicescript. All great. But they're still discrete "sit down and play" experiences. Nobody really cracked the gamebook as something you return to every day.

So I built something. PersonalPathways sends you a new chapter by email. You make a choice at the end of each one, and the story adapts based on your whole history, not just the last pick. The narrative voice shifts. Which details get surfaced changes. It builds a picture of what you're drawn to and leans into it.

The design problem I keep returning to is the pass/fail structure. Classic gamebooks mostly operate on that logic. You picked the right path or the wrong one. Meaningful choice, where both branches are interesting and the decision reveals something about you rather than just routing you, is genuinely hard to write. Especially in a serialized format where chapters get produced before you know which branches readers will actually take.

If you want to try it and see whether the branching holds up, I'm looking for readers who'll actually tell me when a choice feels empty. Link in profile. And genuinely curious: does the pass/fail structure bother people here, or is navigating the tree kind of the whole point?

reddit.com
u/StorytellerStegs — 1 day ago

Does choice frequency affect how invested you get as a reader?

Playing through a few different IF titles lately and I keep noticing this thing where the games with the most choices aren't necessarily the most immersive. A game that gives me a choice every 200 words kind of keeps pulling me out of the story, even though each individual choice might be good.

Meanwhile I've played some stuff where you go 1000+ words between choices and by the time the branch hits it actually means something.

Wondering if there's a sweet spot, or if it's more about the quality of the choice rather than the frequency. Or if this is just a personal quirk.

I've also been building a serialized IF narrative engine for the last year or so and I'm trying to figure out how to space the different kinds of decisions. What I've arrived at is one consequential decision at the end of the chapter that shapes the subsequent chapter and arc directly and 4-5 "microchoices" sprinkled throughout the chapter that involve subtle reactions, body language, etc that come to define relationships and character identities across time.

What's the choice density that tends to work best for you?

reddit.com
u/StorytellerStegs — 3 days ago

Something about what actually sticks long-term vs. what not only doesn't, but can't.

Been thinking about this a lot lately. I've been a fairly intentional learner for about a decade now and the thing that keeps surprising me is how badly most of the "efficient" stuff actually retained.

The spaced repetition cards I made are mostly gone now. The summary notes are fuzzy. But books I read five years ago that wrapped a concept inside a story? Those are just there. Intact. Why We Sleep landed differently than the sleep hygiene article I bookmarked the same week, even though the information was basically the same.

I think it's something about how narrative forces your brain to track causality. You have to hold multiple ideas in sequence and care about what happens next. Isolated facts don't require that. Which might explain why historical case studies stick better than abstract principles, even when the principles are technically cleaner.

I've read a few things about dual coding and narrative transportation theory but I'm not sure the research fully explains what I'm observing in my own memory. Maybe it does and I just haven't found the right paper.

Curious if anyone else has noticed this or has a better model for why it happens.

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u/StorytellerStegs — 11 days ago
▲ 6 r/AIToolsPromptWorkflow+4 crossposts

I built an AI story engine that tracks your choices and characters across 50 chapters (breakdown of how the Memory Palace works)

The hard part of personalized serialized fiction isn't generating one good chapter. It's remembering everything that happened in the previous 47.

I've been building PersonalPathways for about a year. The core mechanic: readers make one choice per day, and a new chapter arrives in their inbox the next morning, built specifically from what they chose. The AI generates fresh content on each run, which is easy enough. The hard problem is continuity: keeping track of a character the reader met in chapter four who reappears in chapter twenty-two, moral positions the reader staked out, unresolved threads from six weeks ago.

The solution I landed on is what I'm calling the Memory Palace: a structured context object that travels with every generation call. It tracks characters (name, description, relationship status, last interaction), narrative threads (open/closed), choice history, and the reader's implicit voice signature from how they've been making choices over time.

The two-stage pipeline: first pass extracts structured state from the previous chapter and updates the Memory Palace; second pass generates the new chapter with the full Palace in context. The Palace doesn't grow linearly with every chapter; it's continuously pruned based on recency and story relevance, otherwise the context window becomes unmanageable around chapter 30.

Still figuring out the pruning heuristics. Happy to compare notes if anyone's worked on long-horizon narrative state for LLM applications. The literature on this is thinner than I expected.

Live at personalpathways.net if you want to see it in action. I'm always looking for quality feedback on how to improve!

u/StorytellerStegs — 1 day ago
▲ 2 r/CeramicCollection+1 crossposts

https://preview.redd.it/7kt6fvjp85zg1.jpg?width=936&format=pjpg&auto=webp&s=a5daa479e22da5642d12eb6fc5a54afd621e5820

https://preview.redd.it/t5yb3npr85zg1.jpg?width=3000&format=pjpg&auto=webp&s=3d8d682f97bf1f7b4c0f5879bd158add8962a9d5

https://preview.redd.it/4vk3pnpr85zg1.jpg?width=3000&format=pjpg&auto=webp&s=1f1af352cb987bae76b005670bb2a4dd739c3e09

Can anyone help identify the studio or maker's marks next to the poem. All I have so far is that it is signature Jingdezhen export ware from the early 20th century but nothing specific about the studio that made it. Thanks in advance!

reddit.com
u/StorytellerStegs — 18 days ago