LiteWebAgent: [NAACL2025] LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

by PathOnAIOrg · Agent Tool · ★ 152

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install LiteWebAgent

pip install litewebagent

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 62/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentagent-based-frameworkagentic-agiagentic-frameworkagentic-workflowai-agentai-agentsautonomous-agentautonomous-agentsfastapi

Quick Facts

Stars152
Forks28
LanguagePython
CategoryAgent Tool
Quality Score62/100
Last Updated2025-07-11
Created2024-07-16
Platformsbrowser, python
Est. Tokens~5656k

About LiteWebAgent

LiteWebAgent Disclaimer: Please note that LiteWebAgent is not affiliated with any for-profit company. This is a collaborative project from PathOnAI.org, an open-source AI research community, where Danqing Zhang (danqing.zhang.personal@gmail.com) is the main contributor and lead author of the NAACL paper.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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