hctl
humanctl

An attention router for a scarce human · humanctl

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Demo: choose the next loop step

What should the demo loop optimize for next?

Synthetic answered ask linked to a demo artifact for fixture coverage.

Why now
The fixture should show how an artifact-backed ask records a bounded answer.
If ignored
The fixture remains in an unresolved state.

Tighten the surface first

Answered Mar 16, 6:52 AM

Polish the ask and artifact experience before adding channels.

Attention router checkpoint

CLI-published demo artifact for the first real humanctl loop.

dashboarddemochief-of-staff
Attention Router Eval
chief-of-staff demo artifact

Attention router checkpoint.

This is the kind of artifact an agent should be able to publish into humanctl before asking for a decision. The ask should then point at this exact surface instead of restating the whole thread.

local-first artifact-backed asks interrupt policy next
Open asks 3
Linked artifacts 4
Blocked decisions 1

What this proves

  • Agents can publish rich context without touching the app manually.
  • The ask can stay tiny because the supporting artifact is already attached.
  • The human sees one focused decision instead of a wall of reconstruction.

Decision wanted

  • Is this artifact-forward loop the right wedge for the MVP?
  • Should the next build step be notifications or richer artifact actions?
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