akshare-integrated基于AKShare实时数据，智能评分和动态权重调整，提供多市场多维度股票选股与风险控制建议。
Install via ClawdBot CLI:
clawdbot install haosongyi-star/akshare-integratedGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → http://localhost:8080/api/analyze/batchCalls external URL not in known-safe list
http://localhost:8080/api/stock/00700?market=hkAI Analysis
The skill sends data to localhost (127.0.0.1:8080), which is the user's own machine, not an external server. This suggests integration with a local analysis service rather than data exfiltration. However, undocumented local API calls could potentially be redirected to external endpoints if the local service is compromised.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Retail investors seeking data-driven stock selection for personal portfolios. They use the skill to analyze specific stocks like Tencent (00700) or Apple (AAPL) across markets, leveraging real-time data and scoring to make buy/hold/sell decisions based on structured criteria.
Professionals providing investment advice to clients. They utilize batch and multi-market analysis to evaluate multiple stocks efficiently, integrating the skill into their workflow via Python or API for generating reports and recommendations with evidence-based scoring.
Teams developing algorithmic trading strategies. They integrate the skill programmatically to feed real-time data and scoring into automated systems, focusing on dynamic weight adjustments and risk control features to optimize trading signals and portfolio management.
Universities or training programs teaching investment analysis. They use the skill as a practical tool for students to learn about stock valuation, technical analysis, and risk assessment through hands-on examples with real market data from AKShare.
Analysts conducting market research for reports or publications. They leverage the skill's industry-differentiated scoring and evidence hierarchy to assess stocks across sectors, generating insights on trends and investment opportunities with detailed output formats.
Offer the skill as a cloud service with tiered subscriptions for individual investors and professionals. Revenue comes from monthly fees for access to advanced features like batch analysis, API integrations, and premium data feeds with lower latency.
License the skill to financial institutions, such as banks or hedge funds, for internal use. Revenue is generated through one-time licensing fees or annual contracts, including customization, support, and integration with existing trading platforms.
Provide a free basic version for casual users, monetizing through premium add-ons like enhanced risk control tools, historical data access, or priority support. Revenue streams include in-app purchases or upgrades for advanced functionalities.
💬 Integration Tip
Ensure AKShare and dependencies are installed via pip, and implement caching to reduce API calls and handle data delays effectively.
Scored Jun 19, 2026
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