AutoClaw

AutoClaw is a desktop-first AI workflow automation tool developed by Zhipu AI. Released in March 2026, it reimAGInes the open-source openclaw Framework as a privacy-first, no-code assistant designed for everyday Professionals—not developers. Unlike cloud-based AI Agents, AutoClaw runs entirely on the user’s Windows or macOS machine, turning the local environment into a SECure execution engine for real-world tasks. Its DeFining innovation is deep integration with Feishu: users issue natural-language commands insIDE any Feishu chat, and AutoClaw responds by breaking down requests, calling local APPlications (browsers, Office suites, terminals), and streaming live progress back to the conversation—no switching apps, no API keys, no terminal commands.

What it does

AutoClaw transfORMs routine knowledge work into automated sequences. It can crawl e-commerce sites or WeChat public accounts, extrACT and clean tabular data from web pages, generate PowerPoint decks using local software, draft marketing briefs, summarize meeting transcripts, run Python scripts, and sync results—including files and charts—directly into Feishu. All execution happens offline; only model inference (when using external APIs) and Feishu message syncing require internet access.

Key capabilities

• one-click Local Deployment: Installs in under a minute on macOS or Windows without Python, Docker, or command-line setup.
• Feishu-native task flow: Mac users get fully automated bot configuration in 45 seconds; Windows users complete setup in three simple steps.
• 50+ preloaded Skills: Covers Document Automation, content creation, code assistance, financial research, and domestic-web scraping—with enhanced browser automation built for Chinese platforms.
• True local execution: Files, memory, and task state peRSIst on-device; no data leaves the machine unless explicitly shared via Feishu.
• Model-agnostic architecture: Supports GLM, Kimi, DeepSeek, MiniMax, and others via API or Coding Plan—no vendor lock-in.

Who it is for

AutoClaw targets non-technical knowledge workers who need reliable, private Automation: Marketing analysts pulling competitor data, HR teams generating weekly reports, sales staff tracking leads, researchers gathering academic sources, or Freelancers managing CLIent deliverables—all within their existing Feishu Workflow.

How to get started

Visit the official site, download the installer for your OS, double-click to install, log in with a Chinese mobile number, and optionally configure your Agent’s role. Then click “Connect to Feishu”—on Mac, AI handles everything automatically; on Windows, follow three illustrated steps. Once connected, @AutoClaw in any Feishu chat and type a request like “Summarize last week’s team meetings and export to Excel.”

Pricing and access caveat

AutoClaw offers a free trial with usage liMITs, followed by flexible pay-per-use credit packs—no subscriptions. Users may also route inference through their own model APIs to avoid credits entirely. Note: Full Feishu auto-configuration is currently Mac-only; Windows requires manual setup. The proprietary Pony-Alpha-2 model remains in beta, and cross-device sync is not yet supported.