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openclaw/docs/concepts/multi-agent.md
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openclaw/docs/concepts/multi-agent.md
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---
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summary: "Multi-agent routing: isolated agents, channel accounts, and bindings"
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title: Multi-Agent Routing
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read_when: "You want multiple isolated agents (workspaces + auth) in one gateway process."
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status: active
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---
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# Multi-Agent Routing
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Goal: multiple _isolated_ agents (separate workspace + `agentDir` + sessions), plus multiple channel accounts (e.g. two WhatsApps) in one running Gateway. Inbound is routed to an agent via bindings.
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## What is "one agent"?
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An **agent** is a fully scoped brain with its own:
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- **Workspace** (files, AGENTS.md/SOUL.md/USER.md, local notes, persona rules).
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- **State directory** (`agentDir`) for auth profiles, model registry, and per-agent config.
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- **Session store** (chat history + routing state) under `~/.openclaw/agents/<agentId>/sessions`.
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Auth profiles are **per-agent**. Each agent reads from its own:
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```text
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~/.openclaw/agents/<agentId>/agent/auth-profiles.json
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```
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`sessions_history` is the safer cross-session recall path here too: it returns
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a bounded, sanitized view, not a raw transcript dump. Assistant recall strips
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thinking tags, `<relevant-memories>` scaffolding, plain-text tool-call XML
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payloads (including `<tool_call>...</tool_call>`,
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`<function_call>...</function_call>`, `<tool_calls>...</tool_calls>`,
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`<function_calls>...</function_calls>`, and truncated tool-call blocks),
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downgraded tool-call scaffolding, leaked ASCII/full-width model control
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tokens, and malformed MiniMax tool-call XML before redaction/truncation.
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Main agent credentials are **not** shared automatically. Never reuse `agentDir`
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across agents (it causes auth/session collisions). If you want to share creds,
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copy `auth-profiles.json` into the other agent's `agentDir`.
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Skills are loaded from each agent workspace plus shared roots such as
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`~/.openclaw/skills`, then filtered by the effective agent skill allowlist when
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configured. Use `agents.defaults.skills` for a shared baseline and
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`agents.list[].skills` for per-agent replacement. See
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[Skills: per-agent vs shared](/tools/skills#per-agent-vs-shared-skills) and
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[Skills: agent skill allowlists](/tools/skills#agent-skill-allowlists).
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The Gateway can host **one agent** (default) or **many agents** side-by-side.
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**Workspace note:** each agent’s workspace is the **default cwd**, not a hard
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sandbox. Relative paths resolve inside the workspace, but absolute paths can
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reach other host locations unless sandboxing is enabled. See
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[Sandboxing](/gateway/sandboxing).
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## Paths (quick map)
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- Config: `~/.openclaw/openclaw.json` (or `OPENCLAW_CONFIG_PATH`)
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- State dir: `~/.openclaw` (or `OPENCLAW_STATE_DIR`)
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- Workspace: `~/.openclaw/workspace` (or `~/.openclaw/workspace-<agentId>`)
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- Agent dir: `~/.openclaw/agents/<agentId>/agent` (or `agents.list[].agentDir`)
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- Sessions: `~/.openclaw/agents/<agentId>/sessions`
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### Single-agent mode (default)
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If you do nothing, OpenClaw runs a single agent:
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- `agentId` defaults to **`main`**.
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- Sessions are keyed as `agent:main:<mainKey>`.
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- Workspace defaults to `~/.openclaw/workspace` (or `~/.openclaw/workspace-<profile>` when `OPENCLAW_PROFILE` is set).
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- State defaults to `~/.openclaw/agents/main/agent`.
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## Agent helper
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Use the agent wizard to add a new isolated agent:
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```bash
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openclaw agents add work
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```
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Then add `bindings` (or let the wizard do it) to route inbound messages.
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Verify with:
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```bash
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openclaw agents list --bindings
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```
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## Quick start
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<Steps>
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<Step title="Create each agent workspace">
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Use the wizard or create workspaces manually:
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```bash
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openclaw agents add coding
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openclaw agents add social
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```
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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>`.
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</Step>
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<Step title="Create channel accounts">
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Create one account per agent on your preferred channels:
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- Discord: one bot per agent, enable Message Content Intent, copy each token.
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- Telegram: one bot per agent via BotFather, copy each token.
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- WhatsApp: link each phone number per account.
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```bash
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openclaw channels login --channel whatsapp --account work
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```
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See channel guides: [Discord](/channels/discord), [Telegram](/channels/telegram), [WhatsApp](/channels/whatsapp).
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</Step>
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<Step title="Add agents, accounts, and bindings">
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Add agents under `agents.list`, channel accounts under `channels.<channel>.accounts`, and connect them with `bindings` (examples below).
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</Step>
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<Step title="Restart and verify">
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```bash
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openclaw gateway restart
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openclaw agents list --bindings
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openclaw channels status --probe
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```
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</Step>
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</Steps>
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## Multiple agents = multiple people, multiple personalities
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With **multiple agents**, each `agentId` becomes a **fully isolated persona**:
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- **Different phone numbers/accounts** (per channel `accountId`).
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- **Different personalities** (per-agent workspace files like `AGENTS.md` and `SOUL.md`).
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- **Separate auth + sessions** (no cross-talk unless explicitly enabled).
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This lets **multiple people** share one Gateway server while keeping their AI “brains” and data isolated.
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## Cross-agent QMD memory search
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If one agent should search another agent's QMD session transcripts, add
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extra collections under `agents.list[].memorySearch.qmd.extraCollections`.
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Use `agents.defaults.memorySearch.qmd.extraCollections` only when every agent
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should inherit the same shared transcript collections.
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```json5
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{
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agents: {
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defaults: {
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workspace: "~/workspaces/main",
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memorySearch: {
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qmd: {
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extraCollections: [{ path: "~/agents/family/sessions", name: "family-sessions" }],
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},
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},
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},
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list: [
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{
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id: "main",
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workspace: "~/workspaces/main",
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memorySearch: {
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qmd: {
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extraCollections: [{ path: "notes" }], // resolves inside workspace -> collection named "notes-main"
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},
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},
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},
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{ id: "family", workspace: "~/workspaces/family" },
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],
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},
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memory: {
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backend: "qmd",
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qmd: { includeDefaultMemory: false },
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},
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}
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```
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The extra collection path can be shared across agents, but the collection name
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stays explicit when the path is outside the agent workspace. Paths inside the
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workspace remain agent-scoped so each agent keeps its own transcript search set.
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## One WhatsApp number, multiple people (DM split)
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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).
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Important detail: direct chats collapse to the agent’s **main session key**, so true isolation requires **one agent per person**.
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Example:
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```json5
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{
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agents: {
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list: [
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{ id: "alex", workspace: "~/.openclaw/workspace-alex" },
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{ id: "mia", workspace: "~/.openclaw/workspace-mia" },
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],
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},
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bindings: [
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{
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agentId: "alex",
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match: { channel: "whatsapp", peer: { kind: "direct", id: "+15551230001" } },
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},
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{
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agentId: "mia",
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match: { channel: "whatsapp", peer: { kind: "direct", id: "+15551230002" } },
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},
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],
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channels: {
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whatsapp: {
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dmPolicy: "allowlist",
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allowFrom: ["+15551230001", "+15551230002"],
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},
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},
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}
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```
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Notes:
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- DM access control is **global per WhatsApp account** (pairing/allowlist), not per agent.
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- For shared groups, bind the group to one agent or use [Broadcast groups](/channels/broadcast-groups).
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## Routing rules (how messages pick an agent)
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Bindings are **deterministic** and **most-specific wins**:
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1. `peer` match (exact DM/group/channel id)
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2. `parentPeer` match (thread inheritance)
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3. `guildId + roles` (Discord role routing)
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4. `guildId` (Discord)
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5. `teamId` (Slack)
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6. `accountId` match for a channel
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7. channel-level match (`accountId: "*"`)
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8. fallback to default agent (`agents.list[].default`, else first list entry, default: `main`)
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If multiple bindings match in the same tier, the first one in config order wins.
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If a binding sets multiple match fields (for example `peer` + `guildId`), all specified fields are required (`AND` semantics).
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Important account-scope detail:
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- A binding that omits `accountId` matches the default account only.
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- Use `accountId: "*"` for a channel-wide fallback across all accounts.
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- 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.
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## Multiple accounts / phone numbers
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Channels that support **multiple accounts** (e.g. WhatsApp) use `accountId` to identify
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each login. Each `accountId` can be routed to a different agent, so one server can host
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multiple phone numbers without mixing sessions.
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If you want a channel-wide default account when `accountId` is omitted, set
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`channels.<channel>.defaultAccount` (optional). When unset, OpenClaw falls back
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to `default` if present, otherwise the first configured account id (sorted).
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Common channels supporting this pattern include:
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- `whatsapp`, `telegram`, `discord`, `slack`, `signal`, `imessage`
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- `irc`, `line`, `googlechat`, `mattermost`, `matrix`, `nextcloud-talk`
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- `bluebubbles`, `zalo`, `zalouser`, `nostr`, `feishu`
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## Concepts
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- `agentId`: one “brain” (workspace, per-agent auth, per-agent session store).
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- `accountId`: one channel account instance (e.g. WhatsApp account `"personal"` vs `"biz"`).
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- `binding`: routes inbound messages to an `agentId` by `(channel, accountId, peer)` and optionally guild/team ids.
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- Direct chats collapse to `agent:<agentId>:<mainKey>` (per-agent “main”; `session.mainKey`).
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## Platform examples
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### Discord bots per agent
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|
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Each Discord bot account maps to a unique `accountId`. Bind each account to an agent and keep allowlists per bot.
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|
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```json5
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{
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agents: {
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list: [
|
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{ id: "main", workspace: "~/.openclaw/workspace-main" },
|
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{ id: "coding", workspace: "~/.openclaw/workspace-coding" },
|
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],
|
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},
|
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bindings: [
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{ agentId: "main", match: { channel: "discord", accountId: "default" } },
|
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{ agentId: "coding", match: { channel: "discord", accountId: "coding" } },
|
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],
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channels: {
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discord: {
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groupPolicy: "allowlist",
|
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accounts: {
|
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default: {
|
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token: "DISCORD_BOT_TOKEN_MAIN",
|
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guilds: {
|
||||
"123456789012345678": {
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||||
channels: {
|
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"222222222222222222": { allow: true, requireMention: false },
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||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
coding: {
|
||||
token: "DISCORD_BOT_TOKEN_CODING",
|
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guilds: {
|
||||
"123456789012345678": {
|
||||
channels: {
|
||||
"333333333333333333": { allow: true, requireMention: false },
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
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```
|
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|
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Notes:
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|
||||
- Invite each bot to the guild and enable Message Content Intent.
|
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- Tokens live in `channels.discord.accounts.<id>.token` (default account can use `DISCORD_BOT_TOKEN`).
|
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|
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### Telegram bots per agent
|
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|
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```json5
|
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{
|
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agents: {
|
||||
list: [
|
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{ id: "main", workspace: "~/.openclaw/workspace-main" },
|
||||
{ id: "alerts", workspace: "~/.openclaw/workspace-alerts" },
|
||||
],
|
||||
},
|
||||
bindings: [
|
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{ agentId: "main", match: { channel: "telegram", accountId: "default" } },
|
||||
{ agentId: "alerts", match: { channel: "telegram", accountId: "alerts" } },
|
||||
],
|
||||
channels: {
|
||||
telegram: {
|
||||
accounts: {
|
||||
default: {
|
||||
botToken: "123456:ABC...",
|
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dmPolicy: "pairing",
|
||||
},
|
||||
alerts: {
|
||||
botToken: "987654:XYZ...",
|
||||
dmPolicy: "allowlist",
|
||||
allowFrom: ["tg:123456789"],
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
```
|
||||
|
||||
Notes:
|
||||
|
||||
- Create one bot per agent with BotFather and copy each token.
|
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- 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:
|
||||
|
||||
```bash
|
||||
openclaw channels login --channel whatsapp --account personal
|
||||
openclaw channels login --channel whatsapp --account biz
|
||||
```
|
||||
|
||||
`~/.openclaw/openclaw.json` (JSON5):
|
||||
|
||||
```js
|
||||
{
|
||||
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: "1203630...@g.us" },
|
||||
},
|
||||
},
|
||||
],
|
||||
|
||||
// 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",
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
```
|
||||
|
||||
## Example: WhatsApp daily chat + Telegram deep work
|
||||
|
||||
Split by channel: route WhatsApp to a fast everyday agent and Telegram to an Opus agent.
|
||||
|
||||
```json5
|
||||
{
|
||||
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.
|
||||
|
||||
## Example: same channel, one peer to Opus
|
||||
|
||||
Keep WhatsApp on the fast agent, but route one DM to Opus:
|
||||
|
||||
```json5
|
||||
{
|
||||
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:
|
||||
|
||||
```json5
|
||||
{
|
||||
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: "120363999999999999@g.us" },
|
||||
},
|
||||
},
|
||||
],
|
||||
}
|
||||
```
|
||||
|
||||
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:
|
||||
|
||||
```js
|
||||
{
|
||||
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
|
||||
},
|
||||
},
|
||||
],
|
||||
},
|
||||
}
|
||||
```
|
||||
|
||||
Note: `setupCommand` lives under `sandbox.docker` and runs once on container creation.
|
||||
Per-agent `sandbox.docker.*` overrides are ignored when the resolved scope is `"shared"`.
|
||||
|
||||
**Benefits:**
|
||||
|
||||
- **Security isolation**: Restrict tools for untrusted agents
|
||||
- **Resource control**: Sandbox specific agents while keeping others on host
|
||||
- **Flexible policies**: Different permissions per agent
|
||||
|
||||
Note: `tools.elevated` is **global** and sender-based; it is not configurable per agent.
|
||||
If you need per-agent boundaries, use `agents.list[].tools` to deny `exec`.
|
||||
For group targeting, use `agents.list[].groupChat.mentionPatterns` so @mentions map cleanly to the intended agent.
|
||||
|
||||
See [Multi-Agent Sandbox & Tools](/tools/multi-agent-sandbox-tools) for detailed examples.
|
||||
|
||||
## Related
|
||||
|
||||
- [Channel Routing](/channels/channel-routing) — how messages route to agents
|
||||
- [Sub-Agents](/tools/subagents) — spawning background agent runs
|
||||
- [ACP Agents](/tools/acp-agents) — running external coding harnesses
|
||||
- [Presence](/concepts/presence) — agent presence and availability
|
||||
- [Session](/concepts/session) — session isolation and routing
|
||||
Loading…
Add table
Add a link
Reference in a new issue