Browser-BC: Agent behavior clone for browser using, targeting general GUI using and distributed trajectory collecting

by Einsia · AI Tool · ★ 558

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

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. Full audit →

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.

Quick Facts

Stars558
Forks57
LanguageTypeScript
CategoryAI Tool
Quality Score62/100
Open Issues2
Last Updated2026-07-13
Created2026-06-26
Platformsbrowser, node
Est. Tokens~15k

About Browser-BC

Journey Forge Local Productized companion to our paper Scalable Behaviour Cloning on Browser Using via Skill Distillation (arXiv:2606.32014). See Paper & citation. Record your own browser tasks → each website accumulates a bucket of capabilities, and every capability distills into one reusable skill → use them in Claude Desktop (and Claude Code). A single-user, local product.

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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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