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Wrinkl: AI Context Management System and Workflow

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1 points by orangebread 6 months ago · 1 comment

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orangebreadOP 6 months ago

Hey folks,

I constantly hear developers who have tried AI saying "it's not there yet" when discussing leaning on AI for code. This is a workflow I've developed over the past 2-3 years and now it's formalized into a little project called: Wrinkl.

It's a tiny CLI + folder convention that:

scaffolds a .ai/ directory inside your repo (wrinkl init)

lets you spin up “feature ledgers” (wrinkl feature user-auth) where you jot down intent, edge cases, test plans, etc.

snapshots lean context files you can paste (or soon auto-feed) into your LLM so it stays grounded

adds a simple archive command when the feature ships, so your context window stays small

Repo: https://github.com/orangebread/wrinkl (MIT)

Open to feedback and discussion!

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