the acp-first claude code bridge openclaw users need now

2026-04-07 · Source: OpenClaw · Field: Technology & Digital — Software Development & Engineering, Artificial Intelligence & Machine Learning · Depth: Intermediate, quick

Summary

Anthropic's recent changes have clarified the integration strategy for Claude Code with Openclaw, emphasizing a distinct separation of concerns rather than merging their functionalities. Openclaw now outlines three primary integration paths: API key for clear billing, Claude CLI reuse for sanctioned host-based operations, and legacy token profiles for existing setups. The recommended architecture positions Openclaw as the front-door for various communication channels (Telegram, Discord, iMessage, Slack), handling bindings, delivery, and memory. Claude Code is designated for backend repository work, shell operations, file edits, test runs, and codebase reasoning. The Asynchronous Communication Protocol (ACP) serves as the structured link, maintaining persistent sessions between Openclaw and Claude Code for continuous, structured task execution, moving beyond single-message interactions.

Key takeaway

For solo builders on Mac Mini or Linux boxes integrating Claude Code with Openclaw, prioritize ACP as the central bridge for structured repo work. Avoid using tmux or Telegram as the architectural core, as they lead to brittle parsing and poor protocol. Instead, use Openclaw for front-end interaction and Claude Code for deep coding tasks, leveraging ACP to maintain persistent, intelligent sessions for reviewable patch summaries and clear next actions.

Key insights

Separate front-end interaction from back-end code execution using a structured communication protocol.

Principles

• ACP enables persistent, structured sessions.
• Openclaw manages front-end interactions.
• Claude Code handles repository tasks.

Method

Install Openclaw and Claude Code on the same host, authenticate Claude, then configure Openclaw to reuse the Claude CLI login for Anthropic-backed operations.

In practice

• Use `/acp spawn claude` for repo work.
• Employ CLI backend for debugging or auth issues.
• Utilize remote control for session access from other devices.

Topics

• OpenClaw
• Claude Code
• Anthropic Code Protocol
• Automated Code Tasks
• Developer Workflow

Best for: AI Engineer, Software Engineer, MLOps Engineer

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Editorial summary, takeaway, and curation by AIssential. Original article published by OpenClaw.