What is AutoClaw?
AutoClaw is a local AI assistant for desktop that runs complex, multi-step tasks. It works as an AI agent inside tools like Feishu (Lark), letting you describe a goal and get results without switching apps or dashboards. It installs on macOS and Windows in about one minute. AutoClaw comes with 50+ pre-built skills covering office work, coding, content creation, and financial research. It also connects to third-party model APIs, so you can pick the model that fits your needs.
Features & Benefits
- Conversational Task Execution: Accept a natural language goal, break it into steps, execute it with real tools, and return results with context in the same chat.
- Browser Automation: Control a web browser to complete multi-step tasks like form filling, data collection, and order processing across multiple pages.
- 50+ Pre-Built Skills: Access a ready-to-use skill library covering document processing, data analysis, code generation, content creation, and financial research.
- Office Document Generation: Produce complete PPT, DOCX, XLSX, PDF, and chart files with intelligent formatting, self-inspection, and format conversion built in.
- Local Execution: Run all tasks on your own computer so your data never leaves your device.
- IM Integration: Embed the AI agent directly into instant messaging tools like Feishu to assign tasks and receive results inside your existing chat windows.
- Open Model Support: Connect to third-party model APIs including DeepSeek, Kimi, MiniMax, and GLM so you can switch models on demand.
- File and Desktop Automation: Read, write, organize, and generate local files and folders using drag-and-drop or plain-text commands.
- Scheduled Tasks: Set up recurring tasks like daily reports or data monitoring to run automatically on a schedule.
- Multi-Agent Clones: Create multiple agent instances with distinct role settings, memories, and skill sets for specialized workflows.
- Self-Evolution Memory: Capture corrections, preferences, and failure lessons from past sessions and, with your approval, lock them into permanent memory so the AI agent improves over time.
- Skill Store: Browse and install additional skill packs, including a five-piece office suite with integrated layouts and speaker notes.
- Visual Monitoring Dashboard: Watch the agent’s reasoning, step-by-step actions, and system status in real time.
Real-World Applications
Content teams producing social media posts can point AutoClaw at a creative brief and let the AI assistant generate copy, arrange image and text, and publish to multiple platforms in one workflow. The entire process from idea to distribution can run without manual handoffs between apps.
Financial research that involves pulling earnings data from listed companies, organizing figures, and producing a structured report with market context is a natural fit for AutoClaw. The AI assistant handles the data-gathering steps, leaving analysts to focus on interpretation.
Development tasks that start with a product requirements document can be handed off to AutoClaw in full. The agentic AI assistant can draft architecture, write code, run reviews, and flag bugs, all within the same chat session where the requirements first appeared.
Repetitive document work like meeting minutes, Excel summaries, and formatted reports can be configured as scheduled tasks. AutoClaw runs them automatically and returns results in chat, with no cloud upload required for an AI assistant handling sensitive internal data.
