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ResearchPro

Business Operations Updated 2026.08.29

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Please follow https://skillhub.cn/install/skillhub.md to install @org-09117gim/research-pro.

About this skill

Problem it solves

Business research often stalls on uncontrolled sources: results mix vendor posts, forum threads, and secondhand summaries, making it hard to tell which claims can support a decision. ResearchPro frames the task as retrieval, source grading, and template-driven output, reducing manual noise filtering.

How it works and limits

  • Retrieval: calls Tavily for live information across tech, finance, policy, and other domains.
  • Source grading: labels sources as S/A/B/C so conclusions can separate strong evidence from weak leads.
  • Template output: supports academic research, business research, quick validation, and WeChat ecosystem templates to reshape the same results by use case.
  • Local cache: stores search results to reduce repeated API calls.
    Limits: free usage is managed by device fingerprint and stored locally; if you configure your own Tavily key, use an environment variable rather than hard-coding it. For high-stakes business decisions, still verify source recency and conflicts of interest.

Use Cases

  • Before entering a new market, collect policy, competitor, and funding signals and separate strong sources by S/A/B/C.
  • When evaluating vendors or partners, gather public news and industry updates while marking weak evidence.
  • Before investor materials, quickly validate a track's recent themes and organize findings in a business research template.
  • When planning WeChat content, collect recent articles and platform rule changes into a WeChat ecosystem template.

Best For

  • Business analysts who need a traceable market intelligence summary before project review.
  • Market operations teams who need actionable research from competitor moves and hot topics.
  • Product owners who need to validate track trends and external demand signals before feature launch.
  • Investment analysts who need public information graded by credibility for due diligence prep.