taliiq
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Taliiq

Handoffs and context

Squad canvas edges, variable extraction, and context policy

Squad handoffs are squad-owned edges on the canvas — not a separate product. They define when the current agent should transfer to another member and what context travels with the handoff.

Canvas edges

Open a squad and select the canvas.

Connect two members with an edge (source → target).

Set a clear description — the model uses this as the handoff trigger (“customer wants pricing”, “order lookup succeeded”).

Optionally set a message to customer spoken or shown at transfer time (conversation).

Add an extraction schema for structured fields to capture before leaving the source agent.

The Public API graph is read-only. Create and edit edges in the dashboard.

Edge fields

FieldPurpose
KeyStable id for the edge within the squad
Label / nameShort label on the canvas
DescriptionWhen the current agent should hand off
Message to customerOptional transfer message
Extraction schemaJSON schema of variables to collect at handoff
Context policyHow much prior conversation to pass forward
Context max messagesCap when limiting history

Variables

  • Extraction schemas on edges define what the source agent should fill before transfer.
  • Seeded session variables (console or POST /api/v1/invoke/) are available from the start.
  • The squad Variables drawer aggregates keys from the graph so you can see what the workflow expects.

Context engineering

As a call or process grows, full history can poison the next prompt and raise cost/latency. Prefer:

  • Extracting a summary + structured fields on handoff
  • Limiting message history via context policy / max messages
  • Keeping each agent's prompt focused on its phase only

Relation to agent tools

Built-in handoff tools on individual agents are a separate concept (see Tools). For squad workflows, prefer canvas edges — the runtime graph is built from squad edges. Wire the workflow on the squad canvas so all members share one source of truth.

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