Multi-agent routing
Run multiple isolated agents — each with its own workspace, state directory (agentDir), and session history — plus multiple channel accounts (e.g. two WhatsApps) in one running Gateway. Inbound messages are routed to the right agent through bindings.
An agent here is the full per-persona scope: workspace files, auth profiles, model registry, and session store. agentDir is the on-disk state directory that holds this per-agent config at ~/.openclaw/agents/<agentId>/. A binding maps a channel account (e.g. a Slack workspace or a WhatsApp number) to one of those agents.
What is “one agent”?
Section titled “What is “one agent”?”An agent is a fully scoped brain with its own:
- Workspace (files, AGENTS.md/SOUL.md/USER.md, local notes, persona rules).
- State directory (
agentDir) for auth profiles, model registry, and per-agent config. - Session store (chat history + routing state) under
~/.openclaw/agents/<agentId>/sessions.
Auth profiles are per-agent. Each agent reads from its own:
~/.openclaw/agents/<agentId>/agent/auth-profiles.jsonSkills are loaded from each agent workspace plus shared roots such as ~/.openclaw/skills, then filtered by the effective agent skill allowlist when configured. Use agents.defaults.skills for a shared baseline and agents.list[].skills for per-agent replacement. See Skills: per-agent vs shared and Skills: agent skill allowlists.
The Gateway can host one agent (default) or many agents side-by-side.
Paths (quick map)
Section titled “Paths (quick map)”- Config:
~/.openclaw/openclaw.json(orOPENCLAW_CONFIG_PATH) - State dir:
~/.openclaw(orOPENCLAW_STATE_DIR) - Workspace:
~/.openclaw/workspace(or~/.openclaw/workspace-<agentId>) - Agent dir:
~/.openclaw/agents/<agentId>/agent(oragents.list[].agentDir) - Sessions:
~/.openclaw/agents/<agentId>/sessions
Single-agent mode (default)
Section titled “Single-agent mode (default)”If you do nothing, OpenClaw runs a single agent:
agentIddefaults tomain.- Sessions are keyed as
agent:main:<mainKey>. - Workspace defaults to
~/.openclaw/workspace(or~/.openclaw/workspace-<profile>whenOPENCLAW_PROFILEis set). - State defaults to
~/.openclaw/agents/main/agent.
Agent helper
Section titled “Agent helper”Use the agent wizard to add a new isolated agent:
openclaw agents add workThen add bindings (or let the wizard do it) to route inbound messages.
Verify with:
openclaw agents list --bindingsQuick start
Section titled “Quick start”Create each agent workspace
Use the wizard or create workspaces manually:
Terminal window openclaw agents add codingopenclaw agents add socialEach agent gets its own workspace with
SOUL.md,AGENTS.md, and optionalUSER.md, plus a dedicatedagentDirand session store under `~/.openclaw/agents/`.
Create channel accounts
Create one account per agent on your preferred channels:
- Discord: one bot per agent, enable Message Content Intent, copy each token.
- Telegram: one bot per agent via BotFather, copy each token.
- WhatsApp: link each phone number per account.
Terminal window openclaw channels login --channel whatsapp --account workAdd agents, accounts, and bindings
Add agents under
agents.list, channel accounts under `channels..accounts
, and connect them withbindings` (examples below).Restart and verify
Terminal window openclaw gateway restartopenclaw agents list --bindingsopenclaw channels status --probe
Multiple agents = multiple people, multiple personalities
Section titled “Multiple agents = multiple people, multiple personalities”With multiple agents, each agentId becomes a fully isolated persona:
- Different phone numbers/accounts (per channel
accountId). - Different personalities (per-agent workspace files like
AGENTS.mdandSOUL.md). - Separate auth + sessions (no cross-talk unless explicitly enabled).
This lets multiple people share one Gateway server while keeping their AI “brains” and data isolated.
Cross-agent QMD memory search
Section titled “Cross-agent QMD memory search”If one agent should search another agent’s QMD session transcripts, add extra collections under agents.list[].memorySearch.qmd.extraCollections. Use agents.defaults.memorySearch.qmd.extraCollections only when every agent should inherit the same shared transcript collections.
{ agents: { defaults: { workspace: "~/workspaces/main", memorySearch: { qmd: { extraCollections: [{ path: "~/agents/family/sessions", name: "family-sessions" }], }, }, }, list: [ { id: "main", workspace: "~/workspaces/main", memorySearch: { qmd: { extraCollections: [{ path: "notes" }], // resolves inside workspace -> collection named "notes-main" }, }, }, { id: "family", workspace: "~/workspaces/family" }, ], }, memory: { backend: "qmd", qmd: { includeDefaultMemory: false }, },}The extra collection path can be shared across agents, but the collection name stays explicit when the path is outside the agent workspace. Paths inside the workspace remain agent-scoped so each agent keeps its own transcript search set.
One WhatsApp number, multiple people (DM split)
Section titled “One WhatsApp number, multiple people (DM split)”You can route different WhatsApp DMs to different agents while staying on one WhatsApp account. Match on sender E.164 (like +15551234567) with peer.kind: "direct". Replies still come from the same WhatsApp number (no per-agent sender identity).
Example:
{ agents: { list: [ { id: "alex", workspace: "~/.openclaw/workspace-alex" }, { id: "mia", workspace: "~/.openclaw/workspace-mia" }, ], }, bindings: [ { agentId: "alex", match: { channel: "whatsapp", peer: { kind: "direct", id: "+15551230001" } }, }, { agentId: "mia", match: { channel: "whatsapp", peer: { kind: "direct", id: "+15551230002" } }, }, ], channels: { whatsapp: { dmPolicy: "allowlist", allowFrom: ["+15551230001", "+15551230002"], }, },}Notes:
- DM access control is global per WhatsApp account (pairing/allowlist), not per agent.
- For shared groups, bind the group to one agent or use Broadcast groups.
Routing rules (how messages pick an agent)
Section titled “Routing rules (how messages pick an agent)”Bindings are deterministic and most-specific wins:
peer match
Exact DM/group/channel id.
parentPeer match
Thread inheritance.
guildId + roles
Discord role routing.
guildId
Discord.
teamId
Slack.
accountId match for a channel
Per-account fallback.
Channel-level match
accountId: "*".Default agent
Fallback to
agents.list[].default, else first list entry, default:main.
Tie-breaking and AND semantics
- If multiple bindings match in the same tier, the first one in config order wins.
- If a binding sets multiple match fields (for example
peer+guildId), all specified fields are required (ANDsemantics).
Account-scope detail
- A binding that omits
accountIdmatches the default account only. It does not match all accounts. - Use
accountId: "*"for a channel-wide fallback across all accounts. - Use `accountId: ”
”` to match one account. - If you later add the same binding for the same agent with an explicit account id, OpenClaw upgrades the existing channel-only binding to account-scoped instead of duplicating it.
Multiple accounts / phone numbers
Section titled “Multiple accounts / phone numbers”Channels that support multiple accounts (e.g. WhatsApp) use accountId to identify each login. Each accountId can be routed to a different agent, so one server can host multiple phone numbers without mixing sessions.
If you want a channel-wide default account when accountId is omitted, set channels.<channel>.defaultAccount (optional). When unset, OpenClaw falls back to default if present, otherwise the first configured account id (sorted).
Common channels supporting this pattern include:
whatsapp,telegram,discord,slack,signal,imessageirc,line,googlechat,mattermost,matrix,nextcloud-talkzalo,zalouser,nostr,feishu
Concepts
Section titled “Concepts”agentId: one “brain” (workspace, per-agent auth, per-agent session store).accountId: one channel account instance (e.g. WhatsApp account"personal"vs"biz").binding: routes inbound messages to anagentIdby(channel, accountId, peer)and optionally guild/team ids.- Direct chats collapse to
agent:<agentId>:<mainKey>(per-agent “main”;session.mainKey).
Platform examples
Section titled “Platform examples”Discord bots per agent
Each Discord bot account maps to a unique accountId. Bind each account to an agent and keep allowlists per bot.
{ agents: { list: [ { id: "main", workspace: "~/.openclaw/workspace-main" }, { id: "coding", workspace: "~/.openclaw/workspace-coding" }, ], }, bindings: [ { agentId: "main", match: { channel: "discord", accountId: "default" } }, { agentId: "coding", match: { channel: "discord", accountId: "coding" } }, ], channels: { discord: { groupPolicy: "allowlist", accounts: { default: { token: "DISCORD_BOT_TOKEN_MAIN", guilds: { "123456789012345678": { channels: { "222222222222222222": { allow: true, requireMention: false }, }, }, }, }, coding: { token: "DISCORD_BOT_TOKEN_CODING", guilds: { "123456789012345678": { channels: { "333333333333333333": { allow: true, requireMention: false }, }, }, }, }, }, }, },}- Invite each bot to the guild and enable Message Content Intent.
- Tokens live in `channels.discord.accounts.
.token(default account can useDISCORD_BOT_TOKEN`).
Telegram bots per agent
{ agents: { list: [ { id: "main", workspace: "~/.openclaw/workspace-main" }, { id: "alerts", workspace: "~/.openclaw/workspace-alerts" }, ], }, bindings: [ { agentId: "main", match: { channel: "telegram", accountId: "default" } }, { agentId: "alerts", match: { channel: "telegram", accountId: "alerts" } }, ], channels: { telegram: { accounts: { default: { botToken: "123456:ABC...", dmPolicy: "pairing", }, alerts: { botToken: "987654:XYZ...", dmPolicy: "allowlist", allowFrom: ["tg:123456789"], }, }, }, },}- Create one bot per agent with BotFather and copy each token.
- Tokens live in `channels.telegram.accounts.
.botToken(default account can useTELEGRAM_BOT_TOKEN). - For multiple bots in the same Telegram group, invite each bot and mention the bot that should answer. - Disable BotFather Privacy Mode for each group bot, then re-add the bot so Telegram applies the setting. - Allow groups with channels.telegram.groups, or use groupPolicy: “open”only for trusted group deployments. - Put sender user IDs ingroupAllowFrom. Group and supergroup IDs belong in channels.telegram.groups, not groupAllowFrom. - Bind by accountId` so each bot routes to its own agent.
WhatsApp numbers per agent
Link each account before starting the gateway:
openclaw channels login --channel whatsapp --account personalopenclaw channels login --channel whatsapp --account biz~/.openclaw/openclaw.json (JSON5):
{ agents: { list: [ { id: "home", default: true, name: "Home", workspace: "~/.openclaw/workspace-home", agentDir: "~/.openclaw/agents/home/agent", }, { id: "work", name: "Work", workspace: "~/.openclaw/workspace-work", agentDir: "~/.openclaw/agents/work/agent", }, ], },
// Deterministic routing: first match wins (most-specific first). bindings: [ { agentId: "home", match: { channel: "whatsapp", accountId: "personal" } }, { agentId: "work", match: { channel: "whatsapp", accountId: "biz" } },
// Optional per-peer override (example: send a specific group to work agent). { agentId: "work", match: { channel: "whatsapp", accountId: "personal", }, }, ],
// Off by default: agent-to-agent messaging must be explicitly enabled + allowlisted. tools: { agentToAgent: { enabled: false, allow: ["home", "work"], }, },
channels: { whatsapp: { accounts: { personal: { // Optional override. Default: ~/.openclaw/credentials/whatsapp/personal // authDir: "~/.openclaw/credentials/whatsapp/personal", }, biz: { // Optional override. Default: ~/.openclaw/credentials/whatsapp/biz // authDir: "~/.openclaw/credentials/whatsapp/biz", }, }, }, },}Common patterns
Section titled “Common patterns”Split by channel: route WhatsApp to a fast everyday agent and Telegram to an Opus agent.
{ agents: { list: [ { id: "chat", name: "Everyday", workspace: "~/.openclaw/workspace-chat", model: "anthropic/claude-sonnet-4-6", }, { id: "opus", name: "Deep Work", workspace: "~/.openclaw/workspace-opus", model: "anthropic/claude-opus-4-6", }, ], }, bindings: [ { agentId: "chat", match: { channel: "whatsapp", accountId: "*" } }, { agentId: "opus", match: { channel: "telegram", accountId: "*" } }, ],}Notes:
- These examples use
accountId: "*"so the bindings keep working if you add accounts later. - To route a single DM/group to Opus while keeping the rest on chat, add a
match.peerbinding for that peer; peer matches always win over channel-wide rules.
Keep WhatsApp on the fast agent, but route one DM to Opus:
{ agents: { list: [ { id: "chat", name: "Everyday", workspace: "~/.openclaw/workspace-chat", model: "anthropic/claude-sonnet-4-6", }, { id: "opus", name: "Deep Work", workspace: "~/.openclaw/workspace-opus", model: "anthropic/claude-opus-4-6", }, ], }, bindings: [ { agentId: "opus", match: { channel: "whatsapp", accountId: "*", peer: { kind: "direct", id: "+15551234567" } }, }, { agentId: "chat", match: { channel: "whatsapp", accountId: "*" } }, ],}Peer bindings always win, so keep them above the channel-wide rule.
Bind a dedicated family agent to a single WhatsApp group, with mention gating and a tighter tool policy:
{ agents: { list: [ { id: "family", name: "Family", workspace: "~/.openclaw/workspace-family", identity: { name: "Family Bot" }, groupChat: { mentionPatterns: ["@family", "@familybot", "@Family Bot"], }, sandbox: { mode: "all", scope: "agent", }, tools: { allow: [ "exec", "read", "sessions_list", "sessions_history", "sessions_send", "sessions_spawn", "session_status", ], deny: ["write", "edit", "apply_patch", "browser", "canvas", "nodes", "cron"], }, }, ], }, bindings: [ { agentId: "family", match: { channel: "whatsapp", }, }, ],}Notes:
- Tool allow/deny lists are tools, not skills. If a skill needs to run a binary, ensure
execis allowed and the binary exists in the sandbox. - For stricter gating, set
agents.list[].groupChat.mentionPatternsand keep group allowlists enabled for the channel.
Per-agent sandbox and tool configuration
Section titled “Per-agent sandbox and tool configuration”Each agent can have its own sandbox and tool restrictions:
{ agents: { list: [ { id: "personal", workspace: "~/.openclaw/workspace-personal", sandbox: { mode: "off", // No sandbox for personal agent }, // No tool restrictions - all tools available }, { id: "family", workspace: "~/.openclaw/workspace-family", sandbox: { mode: "all", // Always sandboxed scope: "agent", // One container per agent docker: { // Optional one-time setup after container creation setupCommand: "apt-get update && apt-get install -y git curl", }, }, tools: { allow: ["read"], // Only read tool deny: ["exec", "write", "edit", "apply_patch"], // Deny others }, }, ], },}Benefits:
- Security isolation: restrict tools for untrusted agents.
- Resource control: sandbox specific agents while keeping others on host.
- Flexible policies: different permissions per agent.
See Multi-agent sandbox and tools for detailed examples.
Related
Section titled “Related”- ACP agents — running external coding harnesses
- Channel routing — how messages route to agents
- Presence — agent presence and availability
- Session — session isolation and routing
- Sub-agents — spawning background agent runs