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Single Agent Mode

Single Agent is the orchestrator's lightest execution mode — one node, one LLM call, producing one capsule that gets injected into the main model. Under the hood it's a degenerate Spec with exactly one node, but because there's no multi-node coordination, the extension drawer gives you two simplified fields and you skip the orchestration editor entirely.

Who is this for

Workloads that don't need multi-agent collaboration, don't need a tool loop, and only want "a single short briefing" injected into the main model. Examples: a brief OOC reminder, a short lorebook summary, a one-line style constraint. If you're thinking "I wish I could just have the main model read X before replying," this mode probably fits.

Switch to Single Agent

In the extension drawer, set the execution mode to Single Agent. The Spec / Agenda / Loop editor entry points hide, and the drawer reveals two simplified fields — System Prompt and User Prompt template.

Write your prompt directly in those fields. No orchestration editor needed.

Template variables

The User Prompt template supports the same placeholders as Spec mode:

VariableMeaning
{{recent_chat}}Recent chat messages
{{last_user}}The most recent user message
{{previous_orchestration}}Previous turn's orchestration result. Auto-prepended at runtime — you typically don't reference it.

When to use

  • Simple capsule — a brief OOC reminder, a lorebook summary, a one-line constraint
  • You want capsule injection without multi-agent latency — one LLM call, lowest latency
  • Prototyping a new prompt — get the basics working as Single Agent, validate that injection position / role / depth match expectations, then graduate to multi-agent
  • Budget-sensitive runs — one LLM call is far cheaper than the 5–10 the default Spec workflow makes

When not to use

  • The agent needs to read the lorebook, query memory, or do research → use Loop mode
  • You need multi-step planning, review, synthesis → use Spec mode
  • The next step depends on intermediate findings → use Agenda mode

Let AI write the prompt

Don't want to write the prompt yourself? The AI Iteration Studio works in Single Agent mode too — switch to Single Agent, open the Studio, describe what you want the agent to do, and it'll generate the system / user prompt for you.

Relationship to Spec

Under the hood, Single Agent mode is a Spec profile with exactly one node. That means:

  • Switching to Single Agent → just one node + simplified UI; the orchestration editor isn't opened.
  • Switching back to Spec → you'll see that single node and can keep adding more by hand.

Switching between the two modes preserves the configuration (System Prompt + User Prompt are node 0 in Spec mode).

Comparison with other modes

DimensionSingle AgentSpecAgendaLoop
LLM calls15–10Planner-decidedAgent-decided (default ≤ 20 rounds)
Setup costTwo fieldsAuthor DAG + per-node promptsPlanner prompt + worker poolOne system prompt + tool toggles
Tool calling✅ Planner✅ Agent free-call
Variable flowHard-wired topologyPlanner schedulesAgent picks next step
Card override
Best forSimple capsulePredictable pipelinesComplex tasks needing schedulingSpeed/quality balance + exploratory research

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