Multi-agent

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"?

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.json

Skills 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)

Config: ~/.openclaw/openclaw.json (or OPENCLAW_CONFIG_PATH)
State dir: ~/.openclaw (or OPENCLAW_STATE_DIR)
Workspace: ~/.openclaw/workspace (or ~/.openclaw/workspace-<agentId>)
Agent dir: ~/.openclaw/agents/<agentId>/agent (or agents.list[].agentDir)
Sessions: ~/.openclaw/agents/<agentId>/sessions

Single-agent mode (default)

If you do nothing, OpenClaw runs a single agent:

agentId defaults to main.
Sessions are keyed as agent:main:<mainKey>.
Workspace defaults to ~/.openclaw/workspace (or ~/.openclaw/workspace-<profile> when OPENCLAW_PROFILE is set).
State defaults to ~/.openclaw/agents/main/agent.

Agent helper

Use the agent wizard to add a new isolated agent:

openclaw agents add work

Then add bindings (or let the wizard do it) to route inbound messages.

Verify with:

openclaw agents list --bindings

Quick start

Create each agent workspace

Use the wizard or create workspaces manually:

openclaw agents add coding
openclaw agents add social

Each agent gets its own workspace with SOUL.md, AGENTS.md, and optional USER.md, plus a dedicated agentDir and session store under ~/.openclaw/agents/<agentId>.

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.

openclaw channels login --channel whatsapp --account work

See channel guides: Discord, Telegram, WhatsApp.

Add agents, accounts, and bindings

Add agents under agents.list, channel accounts under channels.<channel>.accounts, and connect them with bindings (examples below).

Restart and verify

openclaw gateway restart
openclaw agents list --bindings
openclaw channels status --probe

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.md and SOUL.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

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)

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)

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 (AND semantics).

Account-scope detail

A binding that omits accountId matches the default account only.
Use accountId: "*" for a channel-wide fallback across all accounts.
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

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, imessage
irc, line, googlechat, mattermost, matrix, nextcloud-talk
bluebubbles, zalo, zalouser, nostr, feishu

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 an agentId by (channel, accountId, peer) and optionally guild/team ids.
Direct chats collapse to agent:<agentId>:<mainKey> (per-agent "main"; session.mainKey).

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.<id>.token (default account can use DISCORD_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.<id>.botToken (default account can use TELEGRAM_BOT_TOKEN).

WhatsApp numbers per agent

Link each account before starting the gateway:

openclaw channels login --channel whatsapp --account personal
openclaw 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",
        peer: { kind: "group", id: "[email protected]" },
      },
    },
  ],

  // 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

WhatsApp daily + Telegram deep work

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" } },
    { agentId: "opus", match: { channel: "telegram" } },
  ],
}

Notes:

If you have multiple accounts for a channel, add accountId to the binding (for example { channel: "whatsapp", accountId: "personal" }).
To route a single DM/group to Opus while keeping the rest on chat, add a match.peer binding for that peer; peer matches always win over channel-wide rules.

Same channel, one peer to Opus

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", peer: { kind: "direct", id: "+15551234567" } },
    },
    { agentId: "chat", match: { channel: "whatsapp" } },
  ],
}

Peer bindings always win, so keep them above the channel-wide rule.

Family agent bound to a WhatsApp group

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",
        peer: { kind: "group", id: "[email protected]" },
      },
    },
  ],
}

Notes:

Tool allow/deny lists are tools, not skills. If a skill needs to run a binary, ensure exec is allowed and the binary exists in the sandbox.
For stricter gating, set agents.list[].groupChat.mentionPatterns and keep group allowlists enabled for the channel.

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.

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

# What is "one agent"?

# Paths (quick map)

# Single-agent mode (default)

# Agent helper

# Quick start

Create each agent workspace

Create channel accounts

Add agents, accounts, and bindings

Restart and verify

# Multiple agents = multiple people, multiple personalities

# Cross-agent QMD memory search

# One WhatsApp number, multiple people (DM split)

# Routing rules (how messages pick an agent)

peer match

parentPeer match

guildId + roles

guildId

teamId

accountId match for a channel

Channel-level match

Default agent

# Multiple accounts / phone numbers

# Concepts

# Platform examples

# Common patterns

WhatsApp daily + Telegram deep work

Same channel, one peer to Opus

Family agent bound to a WhatsApp group

# Per-agent sandbox and tool configuration

# Related

What is "one agent"?

Paths (quick map)

Single-agent mode (default)

Agent helper

Quick start

Multiple agents = multiple people, multiple personalities

Cross-agent QMD memory search

One WhatsApp number, multiple people (DM split)

Routing rules (how messages pick an agent)

Multiple accounts / phone numbers

Concepts

Platform examples

Common patterns

Per-agent sandbox and tool configuration

Related