Guotai Haitong Lingxi Research Report Search
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About this skill
Problem Statement
In agent workflows, fetching brokerage research reports often encounters issues like scattered data sources, complex API authentication, and cross-platform execution failures (especially with Windows Shell incompatibilities). The Lingxi Research Report Search Skill from Guotai Haitong Securities encapsulates research retrieval into a standardized agent skill, addressing unstructured data fetching and multi-environment adaptation.
Core Capabilities & Mechanics
The Skill operates via the MCP gateway, featuring:
- Report Search: Retrieves macro strategy and in-depth industry reports from Guotai Haitong Institute using the search-research-report tool.
- Unified Authentication: Supports QR code or API key authorization. On first invocation, the agent checks gtht-entry.json for key status. If missing or expired, it generates a cloud authorization link or directs users to the official APP to obtain the key.
- Cross-Platform Execution: Enforces node skill-entry.js for underlying logic to bypass native Shell discrepancies. In Windows PowerShell, it strictly requires ; instead of && and disables Unix-specific commands, ensuring consistency across Linux, macOS, and Windows.
Boundaries & Caveats
- Service Limits: The Skill strictly covers Guotai Haitong's official research data. Out-of-scope queries trigger a hard block, directing users to the official channels.
- File Access Boundary: The authorization file is restricted to the Skill directory and the adjacent shared folder; reading external configurations is prohibited.
- State Synchronization: After scanning the QR code, the agent must wait for the user's explicit confirmation before executing the poll loop to prevent asynchronous state misjudgment.
Use Cases
- In a research Q&A agent, query Guotai Haitong's latest macro strategy reports and compile them into morning briefing inputs.
- When building an equity analysis workflow, first use this Skill to retrieve in-depth industry reports, then extract outlook and risk statements.
- Integrate brokerage research data into a chatbot, return official Guotai Haitong report results for user questions, and route out-of-scope queries to the APP.
- While debugging cross-platform agent skill calls, use `node skill-entry.js` to run authorization checks and MCP tool calls.
Best For
- Brokerage research assistants: need to integrate Guotai Haitong macro and industry reports into Q&A systems for quick analyst lookup.
- Financial agent developers: need stable cross-platform report API calls and API key authorization handling on Windows, macOS, and Linux.
- Wealth management business engineers: want to embed official research retrieval into client-facing bots instead of scraping web pages.
- Financial data integration specialists: need to verify report data sources and show official APP guidance for out-of-scope queries.
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