Product Positioning
ClawsGO Science is a research AI agent launched by BitMiracle AI, described on its official website as "the next generation of AI for scientific research." It doesn't just answer questions—it works continuously in the cloud around a research task and ultimately delivers files that can be saved and cited.
Confirmed Key Features
- Autonomous research workflow: From searching academic sources, reading papers, writing and running code, to drafting sections and organizing figures, task plans and progress can be viewed synchronously on web, mobile, and desktop.
- Cloud host execution: The agent can run continuously for hours on its own cloud host without requiring the user to stay online.
- Cloud browser: The agent can open web pages such as PubMed to read literature and methods, and users can take over the browsing page at any time.
- LaTeX workbench: Source code and PDF are displayed side by side, with support for automatic compilation, SyncTeX, and journal typesetting engines.
- Reproducible figures: Each figure is saved as a combination of chart, code, environment, and version history, and can be iterated based on revision feedback.
- Connect lab GPUs: Register lab hosts via SSH to run heavy computation on local hardware and sync results back to the cloud workspace.
- Multi-model switching: The official website lists the ability to switch between Claude and GPT series models based on the task.
Use Cases
Use cases showcased on the official website include systematic reviews and literature reviews, academic paper writing, policy briefs, due diligence memos, industry research, engineering RFCs, and market competitive analysis. It is suitable for researchers and analysts who need to search for extended periods, organize evidence, and produce documents with citations.
Pricing and Limitations
The official website mentions pay-per-intelligent-call, cloud host runtime not billed separately, and a referral mechanism for earning credits (1,500 credits per activated friend), but does not display specific plans and prices, so the pricing model cannot yet be confirmed. The official website also notes that the tool may make errors and important information should be manually verified.

