zerotoken-openclaw

Record browser trajectories and replay them as low-token scripts via ZeroToken MCP.

453|49|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/AMOS144/ZeroToken --skill zerotoken-openclaw
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: zerotoken-openclaw
Source: https://github.com/AMOS144/ZeroToken/tree/main/skills/zerotoken-openclaw
Command: npx skills add https://github.com/AMOS144/ZeroToken --skill zerotoken-openclaw

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

ZeroToken + OpenClaw automates browser workflows by recording interaction trajectories once and replaying them later with significantly lower token usage, while preserving browser state across repeated runs.

Core Features & Use Cases

  • Trajectory recording and export: Capture browser actions into trajectories suitable for later reuse.
  • Low-token script replay for recurring tasks: Convert trajectories into executable scripts and run them on schedule.
  • OpenClaw integration with HTTP mode: Keeps the browser alive by using Streamable HTTP so repeated MCP calls do not lose session state.
  • Best-fit use case: Daily login, scheduled data pulls, and other recurring browser tasks that benefit from repeatability.

Quick Start

Tell the agent: “Set up OpenClaw with the ZeroToken MCP server in HTTP mode, record the browser login and data retrieval steps as a trajectory, then convert it to a reusable script and bind it to my scheduled job_id.”

Frequently Asked Questions about zerotoken-openclaw

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I reduce token usage when automating recurring browser tasks?

Trajectory recording captures browser actions once and replays them as low-token scripts, reducing token usage for recurring browser tasks. This approach preserves browser state across repeated runs while significantly lowering token consumption.

How does trajectory recording work for scheduled browser automation?

Trajectory recording for scheduled browser automation captures manual browser actions and converts them into executable scripts. These scripts bind to a scheduled job_id for automatic replay during daily logins or periodic data scraping.

Can I use MCP with OpenClaw to maintain browser sessions across repeated calls?

Yes, you can maintain browser sessions across repeated MCP calls by configuring OpenClaw with HTTP streamable transport. This URL-based setup keeps the browser alive so repeated scheduled tasks do not lose session state.

Does OpenClaw support stealth mode and session persistence for web scraping?

OpenClaw supports optional stealth mode and session persistence for web scraping tasks. Using the correct browser_init lifecycle and HTTP transport configuration, you can execute scraping scripts without losing browser state between calls.

What is the best way to set up daily login automation without consuming too many tokens?

The best way to set up daily login automation with minimal token consumption is to record the login trajectory once, convert it to a reusable script, and bind it to a scheduled job_id. ZeroToken MCP replays this script efficiently on schedule.

Why do my browser automation scripts lose their session state when run on a schedule?

Browser automation scripts lose session state when run on a schedule if not using Streamable HTTP transport. Configuring OpenClaw with URL-based HTTP mode keeps the browser alive across repeated MCP calls and prevents session loss.