The way you work with AI,compounding.

Intake, Thoughts, Workstreams, Creation - a loop where every pass builds on the last instead of starting over. It's a product in its own right, and you can run it today.

The loop

Four stages, one continuous loop.

Intake

Signals come inEverything you're picking up - conversations, notes, research, the half-formed idea - lands in one place instead of scattering across tools and memory.

Thoughts

You make sense of themRaw signal becomes understanding: you work through what it means and what you actually think, captured instead of lost when the session ends.

Workstreams

Understanding becomes structured workYour thinking turns into concrete, executable plans - phases, deliverables, the shape of the work - so you or your AI can pick it up and run.

Creation

You ship, and patterns crystallizeThe work gets built. What you learned doing it feeds back into the loop, so the next pass starts smarter.

Why it compounds

Each pass starts where the last one ended.

Most AI work resets every session - you re-explain context, re-derive decisions, re-discover what you already knew. The loop keeps it. Intake feeds Thoughts, Thoughts feed Workstreams, Workstreams feed Creation, and Creation feeds back in. The picture of what you know grows instead of resetting - nothing fabricated, just the work you actually did, carried forward.

Run it today

It already works, with the skills you have.

The loop runs right now through the fai skills, served over MCP - no new install, no waiting. Each stage has a skill that drives it:

Intakeintake-review

Pull signals together and review what came in.

Thoughtsthought

Work raw signal into structured understanding.

Workstreamscreate + iterate

Turn understanding into executable workstreams, then refine them.

Creationexecute + finalize

Run the workstream and ship with execute, then finalize as the quality gate - patterns crystallize as you go.

Composes across your tools

Run it wherever you work.

The Loop isn't locked inside one product. It composes across your stack - it's not an OpenX feature, and it's not gated behind Mosaic. Today you run it with the fai skills. Next, @fathym/the-loop brings it as a hosted, installable workbench. And Mosaic adds a richer toolset and makes the loop visible as it runs. Same loop, more ways to run it.

Start running the loop.

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