Overview
Grok Computer Agent wraps xAI's Computer Agent API — released April 2026 — to give your OpenClaw agent the ability to see and control a browser or desktop. The vision-action loop is simple: screenshot → Grok decides the next action → execute → repeat until the task is complete. No custom selectors, no fragile DOM parsing — just describe what you want done.
Chain it with other OpenClaw skills for end-to-end automation pipelines: scrape a competitor's pricing page, fill in a form, download a report, or navigate a complex web UI — all from a plain language instruction. Includes full audit logging, screenshot privacy controls, and path validation so it only writes where you tell it to.
Use Cases
Autonomous Web ScrapingNavigate multi-step web flows and extract data without writing custom scrapers or managing selectors.
Form FillingAutomate repetitive web form submissions — expense reports, registrations, data entry — via vision-action.
UI NavigationControl complex web UIs that don't have APIs — dashboards, admin panels, legacy enterprise software.
Screenshot PipelinesCapture screenshots at each step and build visual audit trails of automated browser sessions.
OpenClaw IntegrationChain Grok Computer Agent with memory, email, or analytics skills for full end-to-end automation pipelines.
Desktop AutomationExtend beyond the browser to control desktop applications via Grok's vision-action loop.
Requirements
- OpenClaw v2026.x or later
XAI_API_KEYenvironment variable (from console.x.ai)- Python 3.9+ with
requestsandPillow - Optional:
pyautoguifor local desktop control
Example Usage
Command
python3 scripts/grok_computer_agent.py \
--task "Get the top 5 headlines from Hacker News" \
--dry-run
python3 scripts/grok_computer_agent.py \
--task "Extract pricing from example.com/pricing" \
--url https://example.com/pricing \
--output /tmp/result.json
python3 scripts/grok_computer_agent.py \
--task "Fill in the contact form" \
--mode browser \
--max-steps 10