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Ai Pa Browser Clawdbot
by
Netanel Abergel
· GitHub ↗
· v1.0.0
· MIT-0
84
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install ai-pa-browser-clawdbot
Description
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
README (SKILL.md)
Agent Browser Skill
Fast browser automation via accessibility tree snapshots and ref-based element selection.
When to Use
Use agent-browser (this skill) when:
- Automating multi-step web workflows
- Need deterministic element selection
- Working with complex SPAs or login flows
- Need parallel sessions or video recording
Use built-in browser tool when:
- Need screenshots/PDFs for visual analysis
- Browser extension integration needed
Core Workflow
agent-browser open \x3Curl>
agent-browser snapshot -i --json # Get interactive elements with refs
agent-browser click @e2
agent-browser fill @e3 "text"
agent-browser wait --load networkidle
agent-browser snapshot -i --json # Re-snapshot after navigation
Most Common Commands
# Navigate
agent-browser open \x3Curl> | back | forward | reload | close
# Snapshot
agent-browser snapshot -i --json # Always use these flags
agent-browser snapshot -s "#main" -i # Scope to selector
# Interact (use @refs from snapshot)
agent-browser click @e1
agent-browser fill @e2 "text"
agent-browser press Enter
agent-browser select @e3 "value"
agent-browser scroll down 500
# Wait
agent-browser wait --load networkidle
agent-browser wait --text "Success"
agent-browser wait @e1
# State
agent-browser state save auth.json
agent-browser state load auth.json
Installation
npm install -g agent-browser
agent-browser install # Download Chromium
agent-browser install --with-deps # Linux: + system deps
Full Reference
For complete command list: read skills/ai-pa-browser-clawdbot/references/commands.md
For examples: read skills/ai-pa-browser-clawdbot/references/examples.md
Usage Guidance
This skill appears to be what it claims: a wrapper around an external 'agent-browser' CLI. Before installing or letting an agent use it, ensure you: (1) install agent-browser from a trusted source (verify the npm package and upstream repo), (2) avoid loading state files (auth.json) from untrusted origins, (3) be cautious about commands that set headers/credentials, upload files, or route/modify network requests (these can be used to exfiltrate data if misused), and (4) restrict the agent's permissions or review commands if the agent will run autonomously.
Capability Analysis
Type: OpenClaw Skill
Name:
Developer:
Version:
Description: OpenClaw Agent Skill
The skill bundle provides a wrapper for the 'agent-browser' CLI, a tool for headless browser automation. It includes several high-risk capabilities such as arbitrary JavaScript execution ('eval'), session state persistence ('state save/load'), and network request interception ('network route'). While these features are aligned with the stated purpose of enabling AI agents to automate web workflows, they represent a significant attack surface for session hijacking or code execution within the browser context. Additionally, the installation process ('agent-browser install') involves downloading external binaries (Chromium) and potentially modifying system dependencies, which are high-risk operations. No evidence of intentional malice or unauthorized data exfiltration was found in SKILL.md or the reference files.
Capability Assessment
Purpose & Capability
Name/description match the provided SKILL.md and reference docs: all commands (snapshots, refs, navigation, state save/load, network control, screenshots, recording) are expected features of a browser automation CLI.
Instruction Scope
SKILL.md only instructs the agent to use the external 'agent-browser' CLI and documents its commands; it does not direct the agent to read unrelated system files or env vars, nor to send captured data to unexpected endpoints.
Install Mechanism
This is an instruction-only skill with no install spec. The SKILL.md suggests installing via 'npm install -g agent-browser' (a normal distribution method); nothing in the bundle performs arbitrary downloads or writes to disk.
Credentials
The skill itself requests no environment variables or credentials (requires none). However, the documented CLI supports saving/loading state (auth.json), setting credentials/headers, uploading files, and network routing — all normal for a browser tool but potential vectors for leaking sensitive data if the agent is instructed to save or transmit secrets.
Persistence & Privilege
always is false and the skill has no install hooks or behavior that modifies other skills or global agent settings. It does not request permanent platform presence.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ai-pa-browser-clawdbot - After installation, invoke the skill by name or use
/ai-pa-browser-clawdbot - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of ai-pa-browser-clawdbot skill.
- Provides headless browser automation CLI for AI agents using accessibility tree snapshots and ref-based element selection.
- Features support for multi-step web workflows, deterministic element selection, parallel browser sessions, and video recording.
- Includes commands for navigation, element interaction, page snapshotting, state management, and advanced waiting.
- Installation instructions and usage examples included in documentation.
Metadata
Frequently Asked Questions
What is Ai Pa Browser Clawdbot?
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection. It is an AI Agent Skill for Claude Code / OpenClaw, with 84 downloads so far.
How do I install Ai Pa Browser Clawdbot?
Run "/install ai-pa-browser-clawdbot" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ai Pa Browser Clawdbot free?
Yes, Ai Pa Browser Clawdbot is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ai Pa Browser Clawdbot support?
Ai Pa Browser Clawdbot is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ai Pa Browser Clawdbot?
It is built and maintained by Netanel Abergel (@netanel-abergel); the current version is v1.0.0.
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