Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add WingedGuardian/GENesis-AGI --skill browser-automationgit clone --depth 1 https://github.com/WingedGuardian/GENesis-AGIWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/wingedguardian/genesis-agi/browser-automation)<a href="https://agentmods.dev/skills/wingedguardian/genesis-agi/browser-automation"><img src="https://agentmods.dev/badge/skills/wingedguardian/genesis-agi/browser-automation/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/wingedguardian/genesis-agi/browser-automation"><img src="https://agentmods.dev/badge/skills/wingedguardian/genesis-agi/browser-automation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Privilege Escalation · line 60 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- medium Excessive Agency · line 163 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Agent Snooping · line 211 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00032 | $0.02254 |
| Opus 5 | $0.00016 | $0.01127 |
| Sonnet 5 | $0.00006 | $0.00451 |
| Haiku 4.5 | $0.00003 | $0.00225 |
Grade A, and why
browser-automation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 213 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Browser Automation
Purpose
Reference playbook for web automation tasks. Provides layer selection, error recovery strategies, CSS selector patterns, form filling methodology, and safety gates. Loaded when Genesis performs browser-based tasks.
Browser Layers
Genesis has four layers of browser interaction. Choose the lightest layer that can accomplish the task. Token cost increases with each layer.
Layer 1: Web Fetch (read-only, public data — zero browser tokens)
- Tools:
WebFetch, Firecrawl,genesis.web(SearXNG + Brave) - Use for: public information retrieval, search, reading articles
- No authentication, no interaction, no JavaScript rendering
- Fastest and cheapest option
Layer 2: Genesis Browser Tools (persistent profile, on-demand)
- Tools:
browser_navigate,browser_click,browser_fill,browser_upload,browser_press_key,browser_screenshot,browser_snapshot,browser_run_js,browser_sessions,browser_clear_domain - Available via genesis-health MCP (always loaded, ~800 chars token cost)
- Browser launches lazily on first navigation — zero overhead until used
- All blocking tools have a hard 60s timeout (configurable per tool) to
prevent indefinite hangs.
browser_fillscales with string length. - Default mode: Camoufox (anti-detection Firefox). Always runs headed on
VNC display :99 — observable via noVNC. Profile at
~/.genesis/camoufox-profile/. Includes humanized cursor movement, per-keystroke typing with IKI jitter, and stealth click with hover/jitter. - Chromium fallback:
browser_navigate(url, stealth=False)uses Chromium for sites incompatible with Camoufox (rare). Profile at~/.genesis/browser-profile/. - Agent-owned accounts: log into accounts created FOR the agent, never the user's personal accounts. Treat the agent like a new employee.
- Collaborate mode:
browser_collaborate(enable=True)switches to fast timing (0.5-2s delays vs 1-15s stealth). The browser is ALWAYS visible on VNC — no mode switch or restart needed. Use when a human is actively watching to speed up interaction. Disabling restores stealth timing.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 213 lines · 32 tokens per session scan A 42ddd2018438
browser-automation is a skill published in the GitHub repository WingedGuardian/GENesis-AGI (96 stars, last pushed today), licensed MIT. It adds 32 tokens to every session and 2,254 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
browser-automation
AI browser automation - navigate, interact, extract, verify via browser-use MCP.
Browser Automation
Use Home23's live browser controller for screenshots, navigation checks, and page extraction.
Web Read
Keeps direct URL reading and text extraction available when a specific page matters more than search results.
browser-automation
Automate browser tasks - navigate, click, type, fill forms, extract data, take screenshots.
verify
Drive an engine app headlessly in a pty, record a video of the whole verification, and open a summary page (video + timeline + checks) with pixel open.
d3k
Use when the user asks to use d3k, run/dev/test/debug a web project with d3k, or reproduce a browser issue. Own the runtime: reuse or background-start d3k non-interactively, wait for readiness, use its project-stable managed Chrome profile, and inspect unified browser/server evidence.