expert-collection-analysis

Collect expert opinions from government, think tanks, and media, score AI relevance, and export Excel reports.

10|55|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/AgenticAIPlan/AgenticAISkills --skill expert-collection-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: expert-collection-analysis
Source: https://github.com/AgenticAIPlan/AgenticAISkills/tree/main/skills/expert-collection-analysis
Command: npx skills add https://github.com/AgenticAIPlan/AgenticAISkills --skill expert-collection-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Collect and analyze expert opinions from government, think tanks, and authoritative media to prioritize AI-related insights and reduce manual data gathering.

Core Features & Use Cases

  • Automates multi-source data collection from government, think tanks, and media to build an expert dataset and scoring.
  • Performs AI-based relevance and authority scoring to prioritize experts for outreach.
  • Exports a structured Excel report (two sheets) compatible with Feishu/Excel workflows and supports expert profiling.

Quick Start

Start by configuring input domains and run the daily_update.py script to begin automated collection and scoring.

Frequently Asked Questions about expert-collection-analysis

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

FAQPage Schema
How do I automate expert opinion collection from government and think tank sources?

Automate expert opinion collection by configuring input domains and running a daily script to gather data from government, think tanks, and authoritative media. This builds an expert dataset with AI relevance and authority scoring to reduce manual data gathering.

What is AI relevance and authority scoring for prioritizing expert insights?

AI relevance and authority scoring evaluates collected expert data using weighted scores of 0.6 and 0.4 to prioritize AI-related insights. This mechanism ranks experts based on their relevance and authority, helping you identify top experts for outreach.

Can I export expert dataset analysis to Excel for Feishu workflows?

Yes, you can export expert dataset analysis to Excel for Feishu workflows. The process generates a structured two-sheet Excel report containing the scored expert profiles and collected insights, which is fully compatible with Feishu and standard Excel applications.

Does the expert data collection process handle automated deduplication?

Yes, the expert data collection process handles automated deduplication. It implements automated data collection and deduplication alongside AI relevance scoring to ensure your expert dataset remains clean and accurate before generating the final Excel report.

What is the best way to build an expert dataset for policy analysis?

Build an expert dataset for policy analysis by applying automated multi-source data collection across government agencies, policy think tanks, and media outlets. This approach performs AI scoring to prioritize experts and exports structured Excel reports for profiling.

Do I need specific input domains configured to start automated expert insight collection?

Yes, you need specific input domains configured to start automated expert insight collection. Configuring these target domains correctly ensures the daily collection script successfully fetches and analyzes data from government, think tanks, and authoritative media sources.