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find-expert

Identify subject matter experts from code contributions, document authorship, and meeting activity.

25|8|Updated Dec 8, 2025
Search Tags:#code contributions#expert identification#subject matter expert#document authorship#meeting activity
One-click install
npx skills add https://github.com/gleanwork/claude-plugins --skill find-expert
Or copy as Structured Prompt for Agent▌
Please help me install this Agent Skill.
Skill: find-expert
Source: https://github.com/gleanwork/claude-plugins/tree/main/plugins/glean/skills/find-expert
Command: npx skills add https://github.com/gleanwork/claude-plugins --skill find-expert

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users find subject matter experts on a topic, technology, or internal system by analyzing real expertise signals like code contributions, document authorship, and meeting activity.

Core Features & Use Cases

  • Expert Identification: Combines real expertise signals to identify subject matter experts, rather than relying on job titles.
  • Clarifying Queries: Assists in clarifying the topic for more accurate expert identification.
  • Expert Vetting: Evaluates candidates based on evidence, recency, role, and signals to ensure expertise.
  • Expert Report Generation: Generates a detailed report with vetted experts, historical experts, official roles, and rejected candidates.

Quick Start

Use the find-expert skill to find an expert on [topic].

Frequently Asked Questions about find-expert

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find a subject matter expert based on real code contributions and document authorship?▌

To find a subject matter expert, this Skill analyzes real expertise signals like code contributions, document authorship, and meeting activity to identify individuals with deep knowledge in a specific area.

How does expert identification work when searching for someone with deep knowledge of an internal system?▌

Expert identification works by analyzing multiple activity signals, vetting candidates based on evidence and recency, and generating a detailed report that includes vetted experts, historical experts, and rejected candidates.

Can I identify subject matter experts without relying on job titles or organizational hierarchy?▌

Yes, you can identify subject matter experts without relying on job titles by evaluating real contributions such as code commits, document authorship, and meeting activity to ensure actual expertise.

What is the best way to clarify a topic for accurate expert identification?▌

The best way to clarify a topic for accurate expert identification is to use the Skill's query assistance feature, which helps refine the search subject before analyzing code contributions and meeting activity signals.

How do I evaluate candidates to ensure they have genuine subject matter expertise?▌

To evaluate candidates and ensure genuine subject matter expertise, the Skill vets individuals based on historical evidence, recency of activity, official roles, and multiple contribution signals before generating a report.

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