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SLOP State Layer for Observable Programs

A protocol for AI to observe and interact with app state

Artificial Intelligence Developer Tools GitHub SDK

AI agents either parse screenshots (expensive, lossy) or make blind tool calls (no context). SLOP fixes this: apps expose a semantic state tree that AI subscribes to with incremental updates. Actions are contextual: they live on the nodes they affect and appear/disappear as state changes. Ships with a 13-doc spec, 14 SDK packages (TypeScript, Python, Rust, Go), React/Vue/Svelte/Solid/Angular adapters, Chrome extension, desktop app, and CLI. MIT licensed. State-first, not action-first.

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