ScoutFox
Concepts

Scout Threads

Stateful memory rooms for follow-ups from Daily Brief, WhatsApp, email, interests, and dispatches.

A Scout thread is where a brief item becomes a working conversation. It lives at /dashboard/threads/[id], one per chat thread, and should be anchored to something concrete — a dispatch, an interest, a Daily Brief delivery, a source, or the brief itself.

Daily Brief and WhatsApp are for fast reading. Threads are for depth and memory.

How you get into a Notebook

  • Daily Brief item — opens a thread anchored to that brief item or its interest.
  • WhatsApp handoff — long answers are written into a thread, with a short link sent back to WhatsApp.
  • Ask scout on any dispatch — opens a thread anchored to that dispatch.
  • Free-text cmd+k — typing a question into cmd+k (instead of a slash command) opens a fresh thread with that question as turn one.
  • Direct navigation — clicking an existing thread in your history.

What's in a Notebook

  • A streaming conversation — scout replies arrive token-by-token over SSE. No "thinking…" wait wall.
  • A bottom composer for follow-ups.
  • A memory rail showing the anchor, room type, next reply verbs, and cited dispatches:
    • ANCHOR — what this thread is about. The dispatch, interest, Daily Brief, source, or brief that scoped the conversation.
    • CITED DISPATCHES — every dispatch the scout has referenced inline, listed for quick jumping back to the Wire.
  • Inline tool-call action chips — when the scout takes an action mid-conversation (e.g. paused interest "anduril hiring"), a small chip appears in the transcript instead of plain text. Click through to undo or inspect.

What the scout can do in a thread

Beyond just answering, the scout can take actions on your behalf — tool calls that mutate state. Examples:

  • Pausing or resuming an interest.
  • Creating a new interest or tagging an existing one.
  • Pulling fresh signals on a sub-topic.
  • Generating a one-off PDF brief.

Every mutation surfaces as an inline tool-call chip; nothing happens silently.

Anchors, in detail

The anchor shapes the scout's context window:

AnchorWhat the scout sees
DispatchThe full dispatch, its sources, and the run that produced it.
InterestThe interest's signals, recent runs, and recent dispatches.
Daily Brief / DeliveryThe brief item, delivery context, and user's reply intent.
SourceThe source and related dispatches or signals.
BriefThe whole brief and the recent Wire.

A free-text cmd+k question that doesn't reference anything specific opens with the brief as its implicit anchor.

Threads vs Daily Brief vs Wire

SurfaceUse it when…
Daily BriefYou want the few things worth attention today.
WhatsApp / emailYou want to reply in the channel where you work.
Scout threadYou want to follow up, correct, save, or dig deeper.
WireYou want to scan the live feed of dispatches.

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