The core idea of DeepSeek Harness (DSH) is “everything is a plugin.” When a coding agent needs to process financial data or generate structured research reports, there is often no mature framework available. airesearch-plugin provides a complete six-perspective equity research capability, transforming traditional financial analysis workflows into reusable code skills.

What Is This

This is a six-perspective equity research plugin maintained by WOOK98, designed specifically for coding agents. It breaks down complex financial analysis into six independent but interconnected perspectives: supply chain and value flow, fundamentals, macroeconomics, technicals, sentiment and positioning, and risk matrix and consensus.

The plugin includes four DSH skills: airesearch-snapshot (snapshot), airesearch-deep-dive (deep dive), airesearch-morning-brief (morning brief), and airesearch-filing (filing analysis). It also integrates an MCP server to retrieve real-time market data and GAAP fundamentals, and provides an optional Pro data layer to handle real-time market data.

Core Features

  • Six-Perspective Research Framework: Covers six dimensions: supply chain, fundamentals, macroeconomics, technicals, sentiment, and risk matrix.
  • DSH Core Skills: Provides four standard skills: snapshot, deep dive, morning brief, and filing analysis.
  • MCP Server Integration: Connects to real-time market data, GAAP fundamentals, and technical indicator data via the MCP protocol.
  • Pro Data Layer: Provides real-time market data support.

Installation and Enablement

Run the following command in a terminal to install the plugin. After installation, if the web configuration profile is running, that profile must be restarted.

npx @dsh-1024store/cli add WOOK98/airesearch-plugin --profile web

Typical Usage

After installing and restarting the configuration profile, you can directly invoke the following commands in the conversation:

  • Snapshot: Quickly get a 30-second overview of a target ticker.
    snapshot TSLA
  • Deep Dive: Generate a complete research report covering all six perspectives.
    deep dive Humanoid robot
  • Morning Brief: Screen multiple tickers before market open.
    morning brief NVDA, TSLA, 0700.HK
  • Filing Analysis: Analyze the latest SEC filings.
    filing NVDA latest 10-K

Notes

  • No API Key Required: The basic web search functionality can be used without any key.
  • Pro Data Layer: Using the Pro data layer to access real-time market data requires configuring the environment variable AIRESEARCH_API_KEY.
  • Context Dependency: The plugin expects the host Harness to provide verified market, financial report, or news context. If context is missing, skills may request hiding certain unsupported sections instead of guessing.
  • License: This plugin is released under the MIT license.

Conclusion

airesearch-plugin provides a standardized financial analysis toolchain for the DeepSeek Harness ecosystem. Through structured skill invocation, it helps developers quickly build coding agents with professional research-report generation capabilities. For plugin details, see the community directory or the GitHub repository.