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How it works

One system. Available anywhere.

Phone, Mac mini, and main workspace share one versioned knowledge base. I can start by voice or text, then continue from any surface without losing context.

A real snapshot of the shared vault connects a phone, Mac mini, and main workspace.

Why it exists

Your AI work should not start from scratch every time.

The system carries forward the context, decisions, and checks that the next session needs.

Conversation

Work happens.

Shared record

Context, decisions, and evidence are saved.

Next session

The work starts informed.

Architecture

A coordinated agent team.

An orchestrator routes each request to the right specialist. Agents can hand work to one another. Results enter the knowledge pipeline for evidence and review.

A coordinated agent constellation showing an orchestrator routing work to specialists and direct handoffs among those roles.
01 · Agent teamThe constellation. Six core roles handle recurring work. Fourteen specialists remain available on demand, and the orchestrator can route work between the active team.
A live-count fountain showing raw intake refined into sources, concepts, and artifacts through named gates.
02 · Knowledge pipelineHow knowledge moves. Raw material becomes a source, concept, or tool only after it passes the relevant checks. The bars use live counts: 346 concepts and 541 sources today.

Activity

The system at work.

The clock shows the configured schedule. The pulse is a rolling two-week record of verified automation activity.

A 24-hour clock showing the system's scheduled jobs and liveness checks at their configured times.
03 · Planned rhythmOne day in the system. Scheduled jobs on the outer ring; liveness checks on the inner ring.
A punch card showing verified automation activity per lane and day.
04 · Verified activityThe pulse. A rolling two-week record of verified automation activity.

Continue

Inspect the public proof.

Open the Context Layer Lab, watch the knowledge base grow, or read the latest reviewed brief.