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ACP Harness Router

Free

Seamlessly route coding requests across multiple agents.

by openclaw385.8k stars on openclaw/openclaw
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Updated Aug 10, 2026
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Free · Opens the source repo

What ACP Harness Router does

The ACP Harness Router skill is designed to facilitate the routing of plain-language requests to various coding agents such as Claude Code, Cursor, Copilot, and others within the OpenClaw ecosystem. This skill eliminates the need for subagent runtimes or PTY scraping by directing requests through ACP-aware flows. For instance, when a user wants to run a task in one of these agents, the router ensures that the request is processed correctly without unnecessary complexity.

The skill provides two primary modes of operation: the OpenClaw ACP runtime path and the direct acpx path, also known as the 'telephone game' flow. The OpenClaw ACP runtime path is the default and is used for spawning sessions and managing threads efficiently. In contrast, the direct acpx path is utilized when the user explicitly requests it or when the ACP runtime is unavailable. This flexibility allows developers to choose the most appropriate method based on their specific needs.

Moreover, the ACP Harness Router includes a built-in intent detection mechanism that triggers the skill based on user requests. This ensures that the correct routing occurs, whether the user is continuing an existing harness session or initiating a new one. The skill also includes a recovery policy for thread spawning, which automatically attempts local repairs if the ACP backend is unavailable, enhancing reliability and user experience.

Overall, this skill is particularly useful for developers and designers working with multiple coding agents who require a streamlined approach to managing requests and sessions. Its structured routing capabilities make it an essential tool for anyone looking to optimize their interactions within the OpenClaw environment.

When to use it

Use this skill when you need to route requests to various coding agents within the OpenClaw framework, especially when managing sessions and threads.

When not to use it

Avoid this skill if you are not working with the OpenClaw environment or do not require interaction with multiple coding agents.

What you can build with it

Routing Requests to Claude Code

When a user wants to run a task in Claude Code, the skill routes the request through the appropriate ACP flow.

Managing Sessions with Copilot

For users continuing work in Copilot, the skill ensures that the session is managed correctly without manual intervention.

Handling Unavailable ACP Backend

If the ACP backend is down, the skill attempts to repair it automatically before suggesting alternative routing options.

How to install ACP Harness Router

View source

1. Install with the skills CLI

npx skills add openclaw/openclaw/acp-router --agent claude-code

2. Or install it manually

Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.

Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs

Inside SKILL.md

Written by openclaw

ACP Harness Router

When user intent is "run this in Claude Code/Cursor/Copilot/OpenClaw/OpenCode/Gemini/Qwen/Kiro/Kimi/iFlow/Droid/Kilocode (ACP harness)", do not use subagent runtime or PTY scraping. Route through ACP-aware flows.

Codex is special: plain chat/conversation binding and control should use the native Codex app-server plugin (/codex bind, /codex threads, /codex resume) instead of the default ACP path. Use ACP for Codex only when the user explicitly names ACP//acp/acpx, or when spawning background child sessions through sessions_spawn where a native Codex runtime spawn is not available yet.

Intent detection

Trigger this skill when the user asks OpenClaw to:

  • run something in Claude Code / Cursor / Copilot / OpenClaw / OpenCode / Gemini / Qwen / Kiro / Kimi / iFlow / Droid / Kilocode
  • run Codex explicitly through ACP, /acp, or acpx
  • continue existing harness work
  • relay instructions to an external coding harness
  • keep an external harness conversation in a thread-like conversation

Mandatory preflight for coding-agent thread requests:

  • Before creating any thread for ACP harness work, read this skill first in the same turn.
  • After reading, follow OpenClaw ACP runtime path below; do not use message(action="thread-create") for ACP harness thread spawn.

Mode selection

Choose one of these paths:

  1. OpenClaw ACP runtime path (default): use sessions_spawn / ACP runtime tools.
  2. Direct acpx path (telephone game): use acpx CLI through exec to drive the harness session directly.

Use direct acpx when one of these is true:

  • user explicitly asks for direct acpx driving
  • ACP runtime/plugin path is unavailable or unhealthy
  • the task is "just relay prompts to harness" and no OpenClaw ACP lifecycle features are needed

Do not use:

  • subagents runtime for harness control
  • /acp command delegation as a requirement for the user
  • PTY scraping of supported ACP harness CLIs when acpx is available

AgentId mapping

Use these defaults when user names a harness directly:

  • "openclaw" -> agentId: "openclaw"
  • "claude" or "claude code" -> agentId: "claude"
  • "codex" -> agentId: "codex" only for explicit ACP/acpx requests or background ACP runtime spawn
  • "copilot" or "github copilot" -> agentId: "copilot"
  • "cursor" or "cursor cli" -> agentId: "cursor"
  • "droid" or "factory droid" -> agentId: "droid"
  • "opencode" -> agentId: "opencode"
  • "gemini" or "gemini cli" -> agentId: "gemini"
  • "iflow" -> agentId: "iflow"
  • "kilocode" -> agentId: "kilocode"
  • "kimi" or "kimi cli" -> agentId: "kimi"
  • "kiro" or "kiro cli" -> agentId: "kiro"
  • "qwen" or "qwen code" -> agentId: "qwen"

These defaults match current acpx built-in aliases.

If policy rejects the chosen id, report the policy error clearly and ask for the allowed ACP agent id.

OpenClaw ACP runtime path

Required behavior:

  1. For ACP harness thread spawn requests, read this skill first in the same turn before calling tools.
  2. Use sessions_spawn with:
    • runtime: "acp"
    • thread: true
    • mode: "session" (unless user explicitly wants one-shot)
  3. For ACP harness thread creation, do not use message with action=thread-create; sessions_spawn is the only thread-create path.
  4. Put requested work in task so the ACP session gets it immediately.
  5. Set agentId explicitly unless ACP default agent is known.
  6. Do not ask user to run slash commands or CLI when this path works directly.

Example:

User: "spawn a test codex ACP session in thread and tell it to say hi"

Call:

{
  "task": "Say hi.",
  "runtime": "acp",
  "agentId": "codex",
  "thread": true,
  "mode": "session"
}

Thread spawn recovery policy

When the user asks to start a coding harness in a thread, treat that as an ACP runtime request and try to satisfy it end-to-end.

Required behavior when ACP backend is unavailable:

  1. Do not immediately ask the user to pick an alternate path.
  2. First attempt automatic local repair:
    • ensure plugin-local pinned acpx is installed in the ACPX plugin package
    • verify ${ACPX_CMD} --version
  3. After reinstall/repair, restart the gateway and explicitly offer to run that restart for the user.
  4. Retry ACP thread spawn once after repair.
  5. Only if repair+retry fails, report the concrete error and then offer fallback options.

When offering fallback, keep ACP first:

  • Option 1: retry ACP spawn after showing exact failing step
  • Option 2: direct acpx telephone-game flow

Do not default to subagent runtime for these requests.

ACPX install and version policy (direct acpx path)

For this repo, direct acpx calls must follow the same pinned policy as the @openclaw/acpx extension package.

  1. Prefer plugin-local binary, not global PATH:
    • ${ACPX_PLUGIN_ROOT}/node_modules/.bin/acpx
  2. Resolve pinned version from extension dependency:
    • node -e "console.log(require(process.env.ACPX_PLUGIN_ROOT + '/package.json').dependencies.acpx)"
  3. If binary is missing or version mismatched, install plugin-local pinned version:
    • cd "$ACPX_PLUGIN_ROOT" && npm install --omit=dev --no-save acpx@<pinnedVersion>
  4. Verify before use:
    • ${ACPX_PLUGIN_ROOT}/node_modules/.bin/acpx --version
  5. If install/repair changed ACPX artifacts, restart the gateway and offer to run the restart.
  6. Do not run npm install -g acpx unless the user explicitly asks for global install.

Set and reuse:

ACPX_PLUGIN_ROOT="<bundled-acpx-plugin-root>"
ACPX_CMD="$ACPX_PLUGIN_ROOT/node_modules/.bin/acpx"

Direct acpx path ("telephone game")

Use this path to drive harness sessions without /acp or subagent runtime.

Rules

  1. Use exec commands that call ${ACPX_CMD}.
  2. Reuse a stable session name per conversation so follow-up prompts stay in the same harness context.
  3. Prefer --format quiet for clean assistant text to relay back to user.
  4. Use exec (one-shot) only when the user wants one-shot behavior.
  5. Keep working directory explicit (--cwd) when task scope depends on repo context.

Session naming

Use a deterministic name, for example:

  • oc-<harness>-<conversationId>

Where conversationId is thread id when available, otherwise channel/conversation id.

Command templates

Persistent session (create if missing, then prompt):

${ACPX_CMD} codex sessions show oc-codex-<conversationId> \
  || ${ACPX_CMD} codex sessions new --name oc-codex-<conversationId>

${ACPX_CMD} codex -s oc-codex-<conversationId> --cwd <workspacePath> --format quiet "<prompt>"

One-shot:

${ACPX_CMD} codex exec --cwd <workspacePath> --format quiet "<prompt>"

Cancel in-flight turn:

${ACPX_CMD} codex cancel -s oc-codex-<conversationId>

Close session:

${ACPX_CMD} codex sessions close oc-codex-<conversationId>

Harness aliases in acpx

  • claude
  • codex
  • copilot
  • cursor
  • droid
  • gemini
  • iflow
  • kilocode
  • kimi
  • kiro
  • openclaw
  • opencode
  • qwen

Built-in adapter commands in acpx

Defaults are:

  • openclaw -> openclaw acp
  • claude -> bundled @agentclientprotocol/claude-agent-acp@0.55.0
  • codex -> bundled @agentclientprotocol/codex-acp@1.1.2 through OpenClaw's isolated CODEX_HOME wrapper
  • copilot -> copilot --acp --stdio
  • cursor -> cursor-agent acp
  • droid -> droid exec --output-format acp
  • gemini -> gemini --acp
  • iflow -> iflow --experimental-acp
  • kilocode -> npx -y @kilocode/cli acp
  • kimi -> kimi acp
  • kiro -> kiro-cli acp
  • opencode -> npx -y opencode-ai acp
  • qwen -> qwen --acp

If ~/.acpx/config.json overrides agents, those overrides replace defaults. If your local Cursor install still exposes ACP as agent acp, set that as the cursor agent override explicitly.

Failure handling

  • acpx: command not found:
    • for thread-spawn ACP requests, install plugin-local pinned acpx in the ACPX plugin package immediately
    • restart gateway after install and offer to run the restart automatically
    • then retry once
    • do not ask for install permission first unless policy explicitly requires it
    • do not install global acpx unless explicitly requested
  • adapter command missing (for example claude-agent-acp not found):
    • for thread-spawn ACP requests, first restore built-in defaults by removing broken ~/.acpx/config.json agent overrides
    • then retry once before offering fallback
    • if user wants binary-based overrides, install exactly the configured adapter binary
  • NO_SESSION: run ${ACPX_CMD} <agent> sessions new --name <sessionName> then retry prompt.
  • queue busy: either wait for completion (default) or use --no-wait when async behavior is explicitly desired.

Output relay

When relaying to user, return the final assistant text output from acpx command result. Avoid relaying raw local tool noise unless user asked for verbose logs.

Frequently asked questions about ACP Harness Router

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