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acp-router

将提交给OpenClaw的自然语言请求转交给Claude Code等外部编程智能体,通过ACP或acpx启动、继续会话,并保留对话上下文。

原文查看原文说明

Route plain-language requests for Claude Code, Cursor, Copilot, OpenClaw ACP, OpenCode, Gemini CLI, Grok Build, Qwen, Kiro, Kimi, iFlow, Factory Droid, Kilocode, or explicit ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only `sessions_spawn` for thread creation. Codex chat binding defaults to the native Codex app-server plugin unless ACP is explicit or background spawn needs ACP.

集成工具Gemini
AI 评分80分/ 100查看安装方法

适用场景

  • 在讨论串中启动Claude Code
  • 继续外部智能体的现有工作
  • 通过acpx直接传递指令
  • 明确通过ACP运行Codex

中文介绍

功能

此技能把提交给OpenClaw的请求转交给Claude Code、Cursor等外部编程智能体。它会选择在ACP运行环境中启动会话,或通过acpx直接传递指令。ACP是用于连接智能体的协议。既可以继续已有工作,也可以向同一会话追加请求,保留对话上下文。

适用场景

适合指定某个编程智能体来完成任务,或在讨论串中持续与该智能体交流。它同时支持单次运行和持续会话,可用于开始新任务,也可接着之前的工作继续。

使用示例

  • “在讨论串中启动Claude Code会话,把这项任务交给它。”
  • “继续之前在Cursor中的工作。”
  • “通过ACP运行Codex。”

注意事项

需要OpenClaw的ACP运行环境,或acpx及目标智能体的连接环境。这是按请求进行分流的技能,并非供用户直接调用的命令。Codex的普通聊天连接使用native Codex app-server plugin;只有明确要求ACP,或启动相应后台会话时,才使用ACP。修复连接环境时,可能需要重启Gateway。

本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。

客观评估

AI 仅根据 SKILL.md 的内容,从 4 个方面进行了评估。星标数和热度不计入评估。

指令清晰度能否看出何时使用、做什么
A良好明确列出目标智能体、触发请求及选择ACP或acpx的条件。
步骤具体性步骤、输入输出和示例是否具体
A良好提供sessions_spawn参数示例及acpx持续会话、单次运行的命令模板。
安全性发送数据、删除文件、执行命令等是否有说明
B部分不足指示用npm install修复,但未说明修改现有文件前的确认步骤。
安装难易度所需工具和 API 密钥是否少且有说明
B部分不足说明了固定版本acpx的安装方法,但未提供目标智能体的配置步骤。

总分按每项 A=25 分、B=15 分、C=5 分相加。 由 AI(OpenAI Codex)于 2026年10月19日 评估。仅供参考,安装前请同时查看原文。

如果您认为评估有误,请申请复核

请写明哪一项有误以及原因。无需登录。我们会对照 SKILL.md 重新评估,并在此处更新结果。

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

包含的文件(1)

  • SKILL.md9.6 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

ACP Harness Router

When user intent is "run this in Claude Code/Cursor/Copilot/OpenClaw/OpenCode/Gemini/Grok Build/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 / Grok Build / 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"
  • "grok build" or "grok-build" -> agentId: "grok-build"
  • "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.

grok-build is an ACPX agent target, not the xAI model id xai/grok-build-0.1. Route grok-build through agentId; use the fully qualified xAI ref only in an OpenClaw model field.

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:
    • check that 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 stable 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
  • grok-build
  • iflow
  • kilocode
  • kimi
  • kiro
  • openclaw
  • opencode
  • qwen

Built-in adapter commands in acpx

Defaults are:

  • openclaw -> openclaw acp
  • claude -> bundled @agentclientprotocol/claude-agent-acp@0.79.0
  • codex -> bundled @agentclientprotocol/codex-acp@1.12.0 through OpenClaw's isolated CODEX_HOME wrapper
  • copilot -> copilot --acp --stdio
  • cursor -> cursor-agent acp
  • droid -> droid exec --output-format acp
  • gemini -> gemini --acp
  • grok-build -> grok agent stdio
  • 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.

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