This is the AI Outcome Coach, being built in the open by the Sooner Safer Happier community. Nothing you say here is stored anywhere — the conversation lives in this tab’s address bar, and closing the tab ends it.

Hello. I help you turn a goal into an outcome worth chasing.

Shall we talk it through? Speaking is quicker. Typing works just as well.

Open source · built by the community

Talk to meabout four minutes, out loud ⌨ Type to me insteadsame conversation, typed

I’ll ask a few short questions first, so I know who I’m talking to and what you’ve brought. Works for one person or a whole room.

Talk to me and we’ll have the conversation out loud — your browser will ask you for the microphone, and your voice goes to OpenAI while we talk. Nothing is recorded or kept. You can stop me at any point, tap an answer instead mid-sentence, and typing is always there.

Sooner · Safer · Happier

What makes a goal better?

Three things, and a goal that misses any one of them is a goal somebody is going to have to be talked into.

Sooner

Goals that create value within a quarter, not vague ambitions nobody can judge until year-end. Multi-year outcomes broken into annual, then quarterly — one golden thread, outcome-shaped and testable early.

Safer

Goals with psychological safety and governance built in — safe to challenge, safe to learn from in the open.

Happier

Goals people actually want to pursue — meaningful for customers, colleagues, and the humans doing the work.

Prefer to read rather than talk? Everything above is also a page: the Outcome Coach scores a goal you paste, OKRs the way SSH think about them is the short version of the pattern, and the principles are what all of it is built on.

In the open

How this site gets built

This is a living experiment in working the way we talk about working: small ideas, fast feedback, shipped continuously.

Add an idea

Suggest content, features, or thinking for this site. Every idea is a GitHub issue — one form, two minutes.

Vote & discuss

Endorse ideas with a 👍 and shape them in the comments. The board updates live as the group votes.

Claude builds it

When the group endorses an idea and it moves to Doing, Claude Code picks it up and builds it into this very site.

Review & ship

The change lands as a pull request with a preview link. The community reviews, then it ships to production.

Add your idea →See the live board ↗

In the room with us?

Head to Contribute for the two-minute path from “I have a thought” to “it’s on the board” — whether you live in GitHub or have never touched it.

Used the site already? Tell us what you think — ninety seconds, anonymous if you like. It shapes what gets built next.