expert-finder

What This Skill Does

The Expert Finder skill is a sophisticated intelligence-gathering tool designed to map the landscape of subject-matter expertise on Twitter and Reddit. Rather than simply searching for keyword matches, this skill uses a multi-tier query expansion strategy to identify the difference between casual enthusiasts and deep, technical domain authorities. It works by analyzing language usage, identifying the frequent mention of niche technical jargon, and understanding the social context in which knowledge is shared. By leveraging specialized search strategies, it identifies individuals who are actively contributing to the discourse, allowing you to discover Key Opinion Leaders (KOLs), researchers, and practitioners who are genuinely shaping their field. This is an essential utility for talent acquisition, academic research, or building a high-quality professional network.

Installation

To add this capability to your agent, use the OpenClaw management console:

clawhub install openclaw/skills/skills/atyachin/thought-leaders

Ensure that your OpenClaw environment has the necessary API access configured for social media searching to enable the skill to function effectively.

Use Cases

• Talent Sourcing: Identify engineers or designers who demonstrate mastery in niche technical stacks before they are listed on job boards.
• Market Research: Map out the most influential voices and researchers in an emerging technology sector for business intelligence.
• Content Curation: Discover high-signal accounts to follow to ensure you are receiving the latest research and technical breakthroughs.
• Collaboration: Find co-authors or subject-matter experts for research projects, whitepapers, or technical product development.

Example Prompts

1. "Find the top 10 researchers focusing on PPO vs DPO in the context of LLM alignment. Provide a breakdown of their primary research focus and recent discussions."
2. "I need to identify industry leaders in regenerative agriculture who discuss soil microbiome analysis frequently on Twitter. Focus on practitioners rather than general news accounts."
3. "Who are the most cited authorities on Kubernetes security that frequently discuss runtime defense? Generate a list of their handles and explain why they are considered experts based on their recent posts."

Tips & Limitations

• Quality over Quantity: The skill prioritizes Tier 2 (technical jargon) queries. If you aren't getting enough results, try providing more specific, niche terminology related to your domain.
• Privacy: Always respect platform terms of service when interacting with individuals found through this skill.
• Dynamic Discourse: Expert status is fluid. Use this skill periodically to stay updated on emerging voices as the conversation around your domain evolves.