Author：The storm in the wallet
Crypto markets are starting to see a new kind of participant. OpenClaw, an autonomous artificial intelligence (AI) agent platform, is moving from observation to execution, engaging directly with on-chain systems in ways that were previously reserved for human users.
As activity from these agents expands across multiple networks, their role in the market is becoming harder to ignore.
What Is OpenClaw?
OpenClaw is an open-source autonomous AI assistant that emerged in late 2025. It has since captured the attention of both tech and crypto communities. Created by developer Peter Steinberger, the project was initially released under the name Clawdbot.
As its popularity exploded on GitHub and social networks, the project underwent a rapid series of rebrands. After AI company Anthropic raised trademark concerns, prompting an early rename from Clawdbot to Moltbot, the team later adopted the name OpenClaw.
“The name captures what this project has become: Open: Open source, open to everyone, community-driven Claw: Our lobster heritage, a nod to where we came from,” Steinberger wrote in a blog.
In recent days, OpenClaw has garnered substantial attention. Its GitHub star count has jumped to 147,000 from about 7,800 on January 24.
Unlike traditional chat-based AI tools, OpenClaw is designed to take action on a user’s behalf. It can send emails, manage calendars, trigger workflows, and operate across multiple devices directly from chat interfaces.
The system integrates with popular messaging platforms and executes tasks based on user-defined rules, rather than platform-controlled logic.
OpenClaw has three key features:
Persistent memory: OpenClaw retains context across sessions, learning user preferences, tracking ongoing projects, and remembering past interactions instead of resetting with each use.
Proactive notifications: The agent can initiate communication, delivering briefings, reminders, and summaries without waiting for user prompts.
Real automation: OpenClaw can execute tasks across connected tools, including scheduling and email management, as well as research, reporting, and workflow orchestration.
OpenClaw in Crypto Markets
This model is also starting to surface in crypto contexts. According to user examples shared on social media, OpenClaw is being used for tasks such as monitoring wallet activity, automating airdrop-related workflows, and more.
The tool has also appeared in prediction markets, where reported interactions with on-chain positions point to growing experimentation with automated settlement. Polygon reported that OpenClaw agents are interacting directly with Polymarket positions.
Other chains, such as Solana, are also racing to integrate it. Virtual Protocol, running on Base, announced that every OpenClaw agent can now discover, hire, and pay other agents on-chain.
Risks and Concerns
The growing use of autonomous AI agents in crypto markets also raises a number of concerns. Because tools like OpenClaw can execute actions, misconfigured permissions or compromised agents could lead to unintended transactions, financial losses, or abuse.
There are also broader questions around market integrity. As more agents interact with on-chain systems, automated strategies could amplify volatility or create feedback loops, particularly in markets such as prediction platforms where prices respond quickly to new information.
Finally, the rise of agent-driven activity introduces regulatory and accountability challenges.
“Unpredictability of an AI agent acting on your behalf is a bug, not a feature. There are many ways for things to go unpredictably wrong and very few for them to go unpredictably right. The unpredictability will be things like ‘sent an email in your name to the wrong person,'” Balaji, Founder of the Network School, said.
Determining responsibility for actions taken by autonomous software, especially when those actions involve financial transactions, remains an open question.
