Agent coordination
Sub-agents
Sub-agents are background agent runs spawned from an existing agent run.
They run in their own session (agent:<agentId>:subagent:<uuid>) and,
when finished, announce their result back to the requester chat
channel. Each sub-agent run is tracked as a
background task.
Primary goals:
- Parallelize "research / long task / slow tool" work without blocking the main run.
- Keep sub-agents isolated by default (session separation + optional sandboxing).
- Keep the tool surface hard to misuse: sub-agents do not get session tools by default.
- Support configurable nesting depth for orchestrator patterns.
Slash command
Use /subagents to inspect or control sub-agent runs for the current
session:
/subagents list
/subagents kill <id|#|all>
/subagents log <id|#> [limit] [tools]
/subagents info <id|#>
/subagents send <id|#> <message>
/subagents steer <id|#> <message>
/subagents spawn <agentId> <task> [--model <model>] [--thinking <level>]
Use top-level /steer <message> to steer the current requester session's active run. Use /subagents steer <id|#> <message> when the target is a child run.
/subagents info shows run metadata (status, timestamps, session id,
transcript path, cleanup). Use sessions_history for a bounded,
safety-filtered recall view; inspect the transcript path on disk when you
need the raw full transcript.
Thread binding controls
These commands work on channels that support persistent thread bindings. See Thread supporting channels below.
/focus <subagent-label|session-key|session-id|session-label>
/unfocus
/agents
/session idle <duration|off>
/session max-age <duration|off>
Spawn behavior
/subagents spawn starts a background sub-agent as a user command (not an
internal relay) and sends one final completion update back to the
requester chat when the run finishes.
Non-blocking, push-based completion
- The spawn command is non-blocking; it returns a run id immediately.
- On completion, the sub-agent announces a summary/result message back to the requester chat channel.
- Completion is push-based. Once spawned, do not poll
/subagents list,sessions_list, orsessions_historyin a loop just to wait for it to finish; inspect status only on-demand for debugging or intervention. - On completion, OpenClaw best-effort closes tracked browser tabs/processes opened by that sub-agent session before the announce cleanup flow continues.
Manual-spawn delivery resilience
- OpenClaw hands completions back to the requester session through an
agentturn with a stable idempotency key. - If the requester run is still active, OpenClaw first tries to wake/steer that run instead of starting a second visible reply path.
- If the requester-agent completion handoff fails or produces no visible output, OpenClaw treats delivery as failed and falls back to queue routing/retry. It does not raw-send the child result directly to the external chat.
- If direct handoff cannot be used, it falls back to queue routing.
- If queue routing is still not available, the announce is retried with a short exponential backoff before final give-up.
- Completion delivery keeps the resolved requester route: thread-bound or conversation-bound completion routes win when available; if the completion origin only provides a channel, OpenClaw fills the missing target/account from the requester session's resolved route (
lastChannel/lastTo/lastAccountId) so direct delivery still works.
Completion handoff metadata
The completion handoff to the requester session is runtime-generated internal context (not user-authored text) and includes:
Result— latest visibleassistantreply text, otherwise sanitized latest tool/toolResult text. Terminal failed runs do not reuse captured reply text.Status—completed successfully/failed/timed out/unknown.- Compact runtime/token stats.
- A delivery instruction telling the requester agent to rewrite in normal assistant voice (not forward raw internal metadata).
Modes and ACP runtime
--modeland--thinkingoverride defaults for that specific run.- Use
info/logto inspect details and output after completion. /subagents spawnis one-shot mode (mode: "run"). For persistent thread-bound sessions, usesessions_spawnwiththread: trueandmode: "session".- For ACP harness sessions (Claude Code, Gemini CLI, OpenCode, or explicit Codex ACP/acpx), use
sessions_spawnwithruntime: "acp"when the tool advertises that runtime. See ACP delivery model when debugging completions or agent-to-agent loops. When thecodexplugin is enabled, Codex chat/thread control should prefer/codex ...over ACP unless the user explicitly asks for ACP/acpx. - OpenClaw hides
runtime: "acp"until ACP is enabled, the requester is not sandboxed, and a backend plugin such asacpxis loaded.runtime: "acp"expects an external ACP harness id, or anagents.list[]entry withruntime.type="acp"; use the default sub-agent runtime for normal OpenClaw config agents fromagents_list.
Context modes
Native sub-agents start isolated unless the caller explicitly asks to fork the current transcript.
| Mode | When to use it | Behavior |
|---|---|---|
isolated |
Fresh research, independent implementation, slow tool work, or anything that can be briefed in the task text | Creates a clean child transcript. This is the default and keeps token use lower. |
fork |
Work that depends on the current conversation, prior tool results, or nuanced instructions already present in the requester transcript | Branches the requester transcript into the child session before the child starts. |
Use fork sparingly. It is for context-sensitive delegation, not a
replacement for writing a clear task prompt.
Tool: sessions_spawn
Starts a sub-agent run with deliver: false on the global subagent lane,
then runs an announce step and posts the announce reply to the requester
chat channel.
Availability depends on the caller's effective tool policy. The coding and
full profiles expose sessions_spawn by default. The messaging profile
does not; add tools.alsoAllow: ["sessions_spawn", "sessions_yield", "subagents"] or use tools.profile: "coding" for agents that should delegate
work. Channel/group, provider, sandbox, and per-agent allow/deny policies can
still remove the tool after the profile stage. Use /tools from the same
session to confirm the effective tool list.
Defaults:
- Model: inherits the caller unless you set
agents.defaults.subagents.model(or per-agentagents.list[].subagents.model); an explicitsessions_spawn.modelstill wins. - Thinking: inherits the caller unless you set
agents.defaults.subagents.thinking(or per-agentagents.list[].subagents.thinking); an explicitsessions_spawn.thinkingstill wins. - Run timeout: if
sessions_spawn.runTimeoutSecondsis omitted, OpenClaw usesagents.defaults.subagents.runTimeoutSecondswhen set; otherwise it falls back to0(no timeout).
Tool parameters
taskstringrequiredThe task description for the sub-agent.
labelstringOptional human-readable label.
agentIdstringSpawn under another agent id when allowed by subagents.allowAgents.
runtime"subagent" | "acp"acp is only for external ACP harnesses (claude, droid, gemini, opencode, or explicitly requested Codex ACP/acpx) and for agents.list[] entries whose runtime.type is acp.
resumeSessionIdstringACP-only. Resumes an existing ACP harness session when runtime: "acp"; ignored for native sub-agent spawns.
streamTo"parent"ACP-only. Streams ACP run output to the parent session when runtime: "acp"; omit for native sub-agent spawns.
modelstringOverride the sub-agent model. Invalid values are skipped and the sub-agent runs on the default model with a warning in the tool result.
thinkingstringOverride thinking level for the sub-agent run.
runTimeoutSecondsnumberDefaults to agents.defaults.subagents.runTimeoutSeconds when set, otherwise 0. When set, the sub-agent run is aborted after N seconds.
threadbooleanWhen true, requests channel thread binding for this sub-agent session.
mode"run" | "session"If thread: true and mode omitted, default becomes session. mode: "session" requires thread: true.
cleanup"delete" | "keep""delete" archives immediately after announce (still keeps the transcript via rename).
sandbox"inherit" | "require"require rejects spawn unless the target child runtime is sandboxed.
context"isolated" | "fork"fork branches the requester's current transcript into the child session. Native sub-agents only. Thread-bound spawns default to fork; non-thread spawns default to isolated.
Thread-bound sessions
When thread bindings are enabled for a channel, a sub-agent can stay bound to a thread so follow-up user messages in that thread keep routing to the same sub-agent session.
Thread supporting channels
Discord is currently the only supported channel. It supports
persistent thread-bound subagent sessions (sessions_spawn with
thread: true), manual thread controls (/focus, /unfocus, /agents,
/session idle, /session max-age), and adapter keys
channels.discord.threadBindings.enabled,
channels.discord.threadBindings.idleHours,
channels.discord.threadBindings.maxAgeHours, and
channels.discord.threadBindings.spawnSessions.
Quick flow
Spawn
sessions_spawn with thread: true (and optionally mode: "session").
Bind
OpenClaw creates or binds a thread to that session target in the active channel.
Route follow-ups
Replies and follow-up messages in that thread route to the bound session.
Inspect timeouts
Use /session idle to inspect/update inactivity auto-unfocus and
/session max-age to control the hard cap.
Detach
Use /unfocus to detach manually.
Manual controls
| Command | Effect |
|---|---|
/focus <target> |
Bind the current thread (or create one) to a sub-agent/session target |
/unfocus |
Remove the binding for the current bound thread |
/agents |
List active runs and binding state (thread:<id> or unbound) |
/session idle |
Inspect/update idle auto-unfocus (focused bound threads only) |
/session max-age |
Inspect/update hard cap (focused bound threads only) |
Config switches
- Global default:
session.threadBindings.enabled,session.threadBindings.idleHours,session.threadBindings.maxAgeHours. - Channel override and spawn auto-bind keys are adapter-specific. See Thread supporting channels above.
See Configuration reference and Slash commands for current adapter details.
Allowlist
agents.list[].subagents.allowAgentsstring[]List of agent ids that can be targeted via explicit agentId (["*"] allows any). Default: only the requester agent. If you set a list and still want the requester to spawn itself with agentId, include the requester id in the list.
agents.defaults.subagents.allowAgentsstring[]Default target-agent allowlist used when the requester agent does not set its own subagents.allowAgents.
agents.defaults.subagents.requireAgentIdbooleanBlock sessions_spawn calls that omit agentId (forces explicit profile selection). Per-agent override: agents.list[].subagents.requireAgentId.
If the requester session is sandboxed, sessions_spawn rejects targets
that would run unsandboxed.
Discovery
Use agents_list to see which agent ids are currently allowed for
sessions_spawn. The response includes each listed agent's effective
model and embedded runtime metadata so callers can distinguish PI, Codex
app-server, and other configured native runtimes.
Auto-archive
- Sub-agent sessions are automatically archived after
agents.defaults.subagents.archiveAfterMinutes(default60). - Archive uses
sessions.deleteand renames the transcript to*.deleted.<timestamp>(same folder). cleanup: "delete"archives immediately after announce (still keeps the transcript via rename).- Auto-archive is best-effort; pending timers are lost if the gateway restarts.
runTimeoutSecondsdoes not auto-archive; it only stops the run. The session remains until auto-archive.- Auto-archive applies equally to depth-1 and depth-2 sessions.
- Browser cleanup is separate from archive cleanup: tracked browser tabs/processes are best-effort closed when the run finishes, even if the transcript/session record is kept.
Nested sub-agents
By default, sub-agents cannot spawn their own sub-agents
(maxSpawnDepth: 1). Set maxSpawnDepth: 2 to enable one level of
nesting — the orchestrator pattern: main → orchestrator sub-agent →
worker sub-sub-agents.
{
agents: {
defaults: {
subagents: {
maxSpawnDepth: 2, // allow sub-agents to spawn children (default: 1)
maxChildrenPerAgent: 5, // max active children per agent session (default: 5)
maxConcurrent: 8, // global concurrency lane cap (default: 8)
runTimeoutSeconds: 900, // default timeout for sessions_spawn when omitted (0 = no timeout)
},
},
},
}
Depth levels
| Depth | Session key shape | Role | Can spawn? |
|---|---|---|---|
| 0 | agent:<id>:main |
Main agent | Always |
| 1 | agent:<id>:subagent:<uuid> |
Sub-agent (orchestrator when depth 2 allowed) | Only if maxSpawnDepth >= 2 |
| 2 | agent:<id>:subagent:<uuid>:subagent:<uuid> |
Sub-sub-agent (leaf worker) | Never |
Announce chain
Results flow back up the chain:
- Depth-2 worker finishes → announces to its parent (depth-1 orchestrator).
- Depth-1 orchestrator receives the announce, synthesizes results, finishes → announces to main.
- Main agent receives the announce and delivers to the user.
Each level only sees announces from its direct children.
Tool policy by depth
- Role and control scope are written into session metadata at spawn time. That keeps flat or restored session keys from accidentally regaining orchestrator privileges.
- Depth 1 (orchestrator, when
maxSpawnDepth >= 2): getssessions_spawn,subagents,sessions_list,sessions_historyso it can manage its children. Other session/system tools remain denied. - Depth 1 (leaf, when
maxSpawnDepth == 1): no session tools (current default behavior). - Depth 2 (leaf worker): no session tools —
sessions_spawnis always denied at depth 2. Cannot spawn further children.
Per-agent spawn limit
Each agent session (at any depth) can have at most maxChildrenPerAgent
(default 5) active children at a time. This prevents runaway fan-out
from a single orchestrator.
Cascade stop
Stopping a depth-1 orchestrator automatically stops all its depth-2 children:
/stopin the main chat stops all depth-1 agents and cascades to their depth-2 children./subagents kill <id>stops a specific sub-agent and cascades to its children./subagents kill allstops all sub-agents for the requester and cascades.
Authentication
Sub-agent auth is resolved by agent id, not by session type:
- The sub-agent session key is
agent:<agentId>:subagent:<uuid>. - The auth store is loaded from that agent's
agentDir. - The main agent's auth profiles are merged in as a fallback; agent profiles override main profiles on conflicts.
The merge is additive, so main profiles are always available as fallbacks. Fully isolated auth per agent is not supported yet.
Announce
Sub-agents report back via an announce step:
- The announce step runs inside the sub-agent session (not the requester session).
- If the sub-agent replies exactly
ANNOUNCE_SKIP, nothing is posted. - If the latest assistant text is the exact silent token
NO_REPLY/no_reply, announce output is suppressed even if earlier visible progress existed.
Delivery depends on requester depth:
- Top-level requester sessions use a follow-up
agentcall with external delivery (deliver=true). - Nested requester subagent sessions receive an internal follow-up injection (
deliver=false) so the orchestrator can synthesize child results in-session. - If a nested requester subagent session is gone, OpenClaw falls back to that session's requester when available.
For top-level requester sessions, completion-mode direct delivery first resolves any bound conversation/thread route and hook override, then fills missing channel-target fields from the requester session's stored route. That keeps completions on the right chat/topic even when the completion origin only identifies the channel.
Child completion aggregation is scoped to the current requester run when building nested completion findings, preventing stale prior-run child outputs from leaking into the current announce. Announce replies preserve thread/topic routing when available on channel adapters.
Announce context
Announce context is normalized to a stable internal event block:
| Field | Source |
|---|---|
| Source | subagent or cron |
| Session ids | Child session key/id |
| Type | Announce type + task label |
| Status | Derived from runtime outcome (success, error, timeout, or unknown) — not inferred from model text |
| Result content | Latest visible assistant text, otherwise sanitized latest tool/toolResult text |
| Follow-up | Instruction describing when to reply vs stay silent |
Terminal failed runs report failure status without replaying captured reply text. On timeout, if the child only got through tool calls, announce can collapse that history into a short partial-progress summary instead of replaying raw tool output.
Stats line
Announce payloads include a stats line at the end (even when wrapped):
- Runtime (e.g.
runtime 5m12s). - Token usage (input/output/total).
- Estimated cost when model pricing is configured (
models.providers.*.models[].cost). sessionKey,sessionId, and transcript path so the main agent can fetch history viasessions_historyor inspect the file on disk.
Internal metadata is meant for orchestration only; user-facing replies should be rewritten in normal assistant voice.
Why prefer sessions_history
sessions_history is the safer orchestration path:
- Assistant recall is normalized first: thinking tags stripped;
<relevant-memories>/<relevant_memories>scaffolding stripped; plain-text tool-call XML payload blocks (<tool_call>,<function_call>,<tool_calls>,<function_calls>) stripped, including truncated payloads that never close cleanly; downgraded tool-call/result scaffolding and historical-context markers stripped; leaked model control tokens (<|assistant|>, other ASCII<|...|>, full-width<|...|>) stripped; malformed MiniMax tool-call XML stripped. - Credential/token-like text is redacted.
- Long blocks can be truncated.
- Very large histories can drop older rows or replace an oversized row with
[sessions_history omitted: message too large]. - Raw on-disk transcript inspection is the fallback when you need the full byte-for-byte transcript.
Tool policy
Sub-agents use the same profile and tool-policy pipeline as the parent or target agent first. After that, OpenClaw applies the sub-agent restriction layer.
With no restrictive tools.profile, sub-agents get all tools except
session tools and system tools:
sessions_listsessions_historysessions_sendsessions_spawn
sessions_history remains a bounded, sanitized recall view here too — it
is not a raw transcript dump.
When maxSpawnDepth >= 2, depth-1 orchestrator sub-agents additionally
receive sessions_spawn, subagents, sessions_list, and
sessions_history so they can manage their children.
Override via config
{
agents: {
defaults: {
subagents: {
maxConcurrent: 1,
},
},
},
tools: {
subagents: {
tools: {
// deny wins
deny: ["gateway", "cron"],
// if allow is set, it becomes allow-only (deny still wins)
// allow: ["read", "exec", "process"]
},
},
},
}
tools.subagents.tools.allow is a final allow-only filter. It can narrow
the already-resolved tool set, but it cannot add back a tool removed
by tools.profile. For example, tools.profile: "coding" includes
web_search/web_fetch but not the browser tool. To let
coding-profile sub-agents use browser automation, add browser at the
profile stage:
{
tools: {
profile: "coding",
alsoAllow: ["browser"],
},
}
Use per-agent agents.list[].tools.alsoAllow: ["browser"] when only one
agent should get browser automation.
Concurrency
Sub-agents use a dedicated in-process queue lane:
- Lane name:
subagent - Concurrency:
agents.defaults.subagents.maxConcurrent(default8)
Liveness and recovery
OpenClaw does not treat endedAt absence as permanent proof that a
sub-agent is still alive. Unended runs older than the stale-run window
stop counting as active/pending in /subagents list, status summaries,
descendant completion gating, and per-session concurrency checks.
After a gateway restart, stale unended restored runs are pruned unless
their child session is marked abortedLastRun: true. Those
restart-aborted child sessions remain recoverable through the sub-agent
orphan recovery flow, which sends a synthetic resume message before
clearing the aborted marker.
Automatic restart recovery is bounded per child session. If the same
sub-agent child is accepted for orphan recovery repeatedly inside the
rapid re-wedge window, OpenClaw persists a recovery tombstone on that
session and stops auto-resuming it on later restarts. Run
openclaw tasks maintenance --apply to reconcile the task record, or
openclaw doctor --fix to clear stale aborted recovery flags on
tombstoned sessions.
Stopping
- Sending
/stopin the requester chat aborts the requester session and stops any active sub-agent runs spawned from it, cascading to nested children. /subagents kill <id>stops a specific sub-agent and cascades to its children.
Limitations
- Sub-agent announce is best-effort. If the gateway restarts, pending "announce back" work is lost.
- Sub-agents still share the same gateway process resources; treat
maxConcurrentas a safety valve. sessions_spawnis always non-blocking: it returns{ status: "accepted", runId, childSessionKey }immediately.- Sub-agent context only injects
AGENTS.md+TOOLS.md(noSOUL.md,IDENTITY.md,USER.md,HEARTBEAT.md, orBOOTSTRAP.md). - Maximum nesting depth is 5 (
maxSpawnDepthrange: 1–5). Depth 2 is recommended for most use cases. maxChildrenPerAgentcaps active children per session (default5, range1–20).