browser-opsAI Agent 的网页访问路由决策指南。全 CLI 架构,零 MCP 依赖,不占常驻上下文 token。 按成本逐级升级: WebFetch($0) → opencli web read($0,带Cookie) → Firecrawl → agent-browser → browser-use。 IMPORTA...
Install via ClawdBot CLI:
clawdbot install lanyasheng/browser-opsGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
process.env.ANTHROPICCalls external URL not in known-safe list
https://hq.sinajs.cn/list=sh600036Uses known external API (expected, informational)
r.jina.aiAI Analysis
The skill primarily provides legitimate web scraping and API access functionality with appropriate routing logic. The credential access (process.env.ANTHROPIC) appears to be for legitimate API key usage, not credential harvesting. External API calls (sinajs.cn, r.jina.ai) are consistent with the skill's stated purpose of financial data and web scraping.
Generated Apr 19, 2026
Marketing teams can use this skill to scrape competitor websites, monitor social media trends on platforms like Twitter and Reddit, and gather pricing or product information from e-commerce sites like Amazon or Taobao. The anti-bot bypass capabilities ensure reliable data collection even from protected sources.
Financial analysts and traders can automate the collection of real-time stock quotes, market news, and economic indicators using the built-in AKShare and Sina APIs. The batch query feature allows monitoring hundreds of securities efficiently, while the screenshot function can capture charts or specific data points for reports.
Media companies and PR agencies can track trending topics, hot lists, and news articles across platforms like HackerNews, Zhihu, and Weibo. The skill's ability to extract clean article text via Jina and handle login-protected sites makes it ideal for compiling daily digests or monitoring brand mentions.
Enterprises can automate data retrieval from internal SSO-protected portals, intranets, or SaaS platforms by leveraging the Chrome login state reuse. This is useful for HR departments pulling reports, IT teams monitoring dashboards, or operations aggregating data from multiple internal tools without manual login each time.
Researchers can gather datasets from public websites, academic platforms, or social media for analysis. The skill handles complex interactions like pagination and form filling via Playwright, and its anti-detection tools help access data from sites with strict scraping policies, ensuring comprehensive data collection for studies.
Offer curated, cleaned datasets (e.g., daily social media trends, stock prices, product listings) via a monthly subscription. Leverage the skill's automated scraping and API aggregation to collect data, then package and deliver it through a web portal or API to clients in finance, marketing, or research.
Provide bespoke automation services to businesses needing to extract data from specific websites, automate internal workflows, or bypass anti-bot measures. Use the skill's tools like Stagehand and Zendriver to build tailored solutions for clients in e-commerce, logistics, or media, charging per project or retainer.
Develop a SaaS platform that monitors websites, social media, or financial data for changes, outages, or specific triggers (e.g., price drops, trending topics). Utilize the skill's batch fetching and screenshot capabilities to provide real-time alerts and dashboards to subscribers in competitive intelligence or IT operations.
💬 Integration Tip
Start by installing the core opencli and agent-browser tools to handle most web tasks, then add specialized tools like Zendriver only when encountering anti-bot blocks to keep the setup lean.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
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