How to Use AutoClaw Cluster Mode: Start with These 5 Types of Complex Tasks

AutoClaw offers two modes. Standard Mode answers quick questions instantly. Cluster Mode handles complex work by splitting tasks into steps and assigning specialist roles. Cluster Mode excels at research, document synthesis, data analysis, event planning, and content production. It turns scattered inputs into polished reports and verified deliverables.Speed for simple queries. A dedicated team for serious work.

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Beyond Design: How Auto Design Turns Ideas into Reality

Auto Design is AutoClaw's AI design agent that turns ideas into editable visuals. Chat to define requirements, then watch the canvas generate results. Refine via chat, comments, or direct canvas edits. Preview across devices and export to HTML, PDF, PPTX, and more. Built for PMs, developers, and marketers—not just designers.

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AutoClaw V1.9.0: Build Complete App UI Designs from Long PRDs with GLM-5.2 and Auto Design

AutoClaw V1.9.0 introduces GLM-5.2 with a 1M-token context window and Auto Design, a full-workflow design agent that turns complex PRDs into complete app and web interface designs.

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AutoClaw Cluster Mode: Making AI Work Like a Professional Team

Cluster Mode enforces a strict SOP—plan, research, parallelize, audit, deliver—turning AI from "answering on instinct" to "delivering by process." Auditors catch real errors (PEG miscalculations, 71 ghost citations), parallel agents produce 20K-word reports in 43 minutes. Simple tasks solo, complex ones with a team.

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Multi-Agent: Keep Work and Life Naturally Isolated

Run multiple independent AI agents on one machine—each with its own personality, memory, and workspace. Different agents, completely isolated memories; same agent across Discord/Telegram/WhatsApp, fully shared memory in real-time. Work assistant on Discord, life assistant on WhatsApp—two worlds, zero crossover. Privacy by design, no accidental leaks.

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Hermes Self-Evolution: The AI That Understands You Better Over Time and Never Repeats Mistakes

Teach it once, it remembers forever. AutoClaw's Hermes self-evolution crystallizes your preferences, corrections, and workflows into persistent experience—across conversations, across restarts. Just say "From now on, keep it concise" and it proposes the rule; you approve, it sticks. It also self-learns from mistakes during complex tasks. Regular evolution captures single preferences; Skill evolution crystallizes entire workflows you can reuse with one sentence.

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What Is AutoClaw — Putting Agent Execution Power into Your IM

Traditional AI chatbots can only answer questions and offer suggestions, leaving you to do all the actual work yourself. AutoClaw is different. Simply tell it "Help me organize the meeting minutes", and it will directly create a Feishu Doc, fill in structured content and send you the link. Say "Schedule a meeting with Luoran tomorrow afternoon", and it will check the calendar and send out meeting invitations automatically. It’s not just a chat tool — it gets things done.

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