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 aAAaqwq/AGI-Super-Team --skill bb-browsergit clone --depth 1 https://github.com/aAAaqwq/AGI-Super-TeamWrote 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/aaaaqwq/agi-super-team/bb-browser)<a href="https://agentmods.dev/skills/aaaaqwq/agi-super-team/bb-browser"><img src="https://agentmods.dev/badge/skills/aaaaqwq/agi-super-team/bb-browser.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
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 →
- medium Memory Poisoning · line 88 Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance or bypass safety boundaries.Fix: Implement context-window management that detects and rejects padding or stuffing attempts. Prioritize system instructions over user-injected content.
- medium Data Exfiltration · line 138 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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 | $0.00109 | $0.01667 |
| Opus 5 | $0.00055 | $0.00834 |
| Sonnet 5 | $0.00022 | $0.00333 |
| Haiku 4.5 | $0.00011 | $0.00167 |
Grade A, and why
bb-browser 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 2d 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 — 170 lines — stays where its author put it; the contents beside it link to each section on GitHub.
bb-browser Skill
Overview
bb-browser connects to your running Chrome via CDP (Chrome DevTools Protocol) and executes fetch() / JS in your logged-in tabs. No scraping, no API keys — your browser is the API.
v0.11.6 | 143 community adapters | 36 platforms
Prerequisites
- Chrome must be running with remote debugging enabled:
# macOS /Applications/Google\ Chrome.app/Contents/MacOS/Google\ Chrome --remote-debugging-port=9222 # Linux google-chrome --remote-debugging-port=9222 # Or restart if already running: pkill chrome && sleep 1 && google-chrome --remote-debugging-port=9222 & - Verify:
bb-browser statusshould show connected browsers.
OpenClaw Integration
bb-browser supports --openclaw flag to use OpenClaw's built-in browser (no Chrome needed):
bb-browser site reddit/hot --openclaw
bb-browser site xueqiu/hot-stock 5 --openclaw --json
重要: bb-browser daemon连接的是OpenClaw的隔离Chrome（/tmp/agent-browser-chrome-...），
与OpenClaw browser tool的Chrome（~/.openclaw/browser/openclaw/user-data）是不同进程。
Twitter/X特别说明: Twitter的ct0 cookie是HTTP-only，bb-browser的JavaScript无法读取。
但OpenClaw browser tool（CDP协议）可以。Twitter数据抓取应使用专用脚本：
scripts/twitter-scraper.py（Playwright连接OpenClaw browser CDP）。
架构: bb-browser daemon → 端口9222 → 找到的第一个Chrome（含OpenClaw的）
Playwright: 直接连接 http://127.0.0.1:18800 → OpenClaw browser
Command Reference
Data Fetching (Preferred — use site commands first)
# List all adapters
bb-browser site list
# Adapter info (params, returns, examples)
bb-browser site info <adapter>
# Run adapter
bb-browser site <platform>/<command> [args] [--json] [--jq '<filter>']
Key Adapters for Quant Work
| Adapter | Command | Use Case |
|---|---|---|
| Xueqiu hot stocks | site xueqiu/hot-stock 5 |
A-share sentiment |
| Xueqiu stock quote | site xueqiu/stock <code> |
Real-time quotes |
| Eastmoney stock | site eastmoney/stock <code> |
A-share data |
| Eastmoney news | site eastmoney/news |
CN finance news |
| Yahoo Finance | site yahoo-finance/quote <ticker> |
US/Crypto quotes |
| Twitter search | site twitter/search "BTC" |
Crypto sentiment |
| Twitter user tweets | site twitter/tweets <user> |
Whale watching |
site reddit/subreddit <name> <limit> |
Community sentiment | |
| Hacker News top | site hackernews/top |
Tech trends |
| GitHub repo | site github/repo <owner>/<name> |
Repo intel |
| Google search | site google/search "query" |
Web search |
| Baidu search | site baidu/search "query" |
CN web search |
| Zhihu hot | site zhihu/hot |
CN knowledge trending |
| Weibo hot | site weibo/hot |
CN social trending |
| 36kr newsflash | site 36kr/newsflash |
CN tech news |
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.
- 2d ago First seen · 170 lines · 109 tokens per session scan A 832ce56a5e1b
bb-browser is a skill published in the GitHub repository aAAaqwq/AGI-Super-Team (91 stars, last pushed today), licensed MIT. It adds 109 tokens to every session and 1,667 once invoked, about $0.0005 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 2026-09-05.
Other skills, from other repositories
browser-check
Drive a real browser and come back with a MEASUREMENT rather than an impression - console errors and >=400 responses as counts, computed styles as JSON when appearance is disputed. Use when work touches UI, when a review must verify one, or when fidelity-gate asks for its measurement.
qa
QA testing skill with real browser automation. Use when asked to "test this site", "QA this page", "check for visual bugs", "verify the deploy", or when Hydra needs browser validation for UI changes. Requires the browse binary.
chrome-devtools
Drive the machine Chrome debug browser via OpenClaw-managed MCP (chrome-devtools). Use for page navigation, snapshots, screenshots, clicks, forms, console/network inspection — not for host shell risk.
mission-control
Interact with Mission Control — AI agent orchestration dashboard. Use when registering agents, managing tasks, syncing skills, or querying agent/task status via MC APIs.
browser
Browser automation via the agent-browser CLI. Use when the user needs to drive websites or Electron desktop apps — navigating, filling forms, clicking, screenshots, extracting data, testing web apps, visual UI checks, the Pi Dashboard's Electron shell, or the user's own logged-in browser (SSO/2FA sites). Triggers…
prompt-tuning
Tune a prompt, or anything whose quality is measured by non-deterministic model output, without chasing noise - a noise baseline before the first edit, medians over repeated runs, enforcement AFTER generation rather than in the wording. Use when iterating on prompts or model-judged output.