intel-orchestrator-agent

Coordinate multi-agent searches across platforms and generate market analysis reports.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/gaoming-a/OppScout --skill intel-orchestrator-agent
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intel-orchestrator-agent
Source: https://github.com/gaoming-a/OppScout/tree/main/skills/intel-orchestrator-agent
Command: npx skills add https://github.com/gaoming-a/OppScout --skill intel-orchestrator-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines complex intelligence gathering by understanding user requests, planning multi-platform searches, and synthesizing diverse data into actionable market insights.

Core Features & Use Cases

  • Intelligent Query Planning: Breaks down broad requests into specific keyword clusters for targeted searching.
  • Multi-Platform Agent Coordination: Dispatches and manages specialized agents for various search platforms (e.g., Bilibili, Douyin, Weibo).
  • Market Demand Inference: Analyzes content, comments, and signals to identify user needs, commercial opportunities, and unmet demands.
  • Comprehensive Reporting: Generates detailed reports including platform snapshots, raw evidence, and strategic market analysis.
  • Use Case: A product manager needs to understand the market for a new sustainable packaging solution. This Skill can be used to query platforms like Xiaohongshu and YouTube for user discussions, competitor activities, and emerging trends, then analyze the findings to identify potential product features and target customer segments.

Quick Start

Use the intel-orchestrator-agent skill to understand the user's intelligence request, split it into keyword directions, choose which platform search agents should run, coordinate a multi-agent retrieval workflow, and trigger market-demand inference before building the final report.

Frequently Asked Questions about intel-orchestrator-agent

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

FAQPage Schema
How do I automate multi-platform market intelligence gathering for competitive analysis?

Automating multi-platform market intelligence involves orchestrating specialized agents to coordinate keyword-based searches across platforms like Bilibili, Douyin, and Weibo. This Skill systematically collects diverse data, including mid-tail signals and user comments, before synthesizing findings into comprehensive market reports.

What is agent orchestration for market demand analysis?

Agent orchestration for market demand analysis is the process of dispatching and managing specialized search agents across multiple platforms. It analyzes collected content and user comments to identify commercial opportunities and unmet demands, yielding actionable market insights.

How to generate a comprehensive market intelligence report from diverse platform data?

Generating a comprehensive market intelligence report requires collecting raw evidence and platform snapshots via coordinated multi-agent retrieval workflows. The process synthesizes diverse data and triggers market-demand inference to produce detailed reports with strategic analysis.

Can I use this agent orchestration to search specific platforms like Xiaohongshu and YouTube?

Yes, you can use this agent orchestration to query specific platforms like Xiaohongshu and YouTube. It plans multi-platform searches by breaking down broad requests into specific keyword clusters, dispatching specialized agents to gather user discussions and competitor activities.

Does multi-platform search work for identifying unmet user needs and emerging trends?

Multi-platform search works for identifying unmet user needs by analyzing content, comments, and signals across platforms. It infers market demand from user discussions to pinpoint potential product features and target customer segments for emerging trends.

What is the best way to plan keyword clusters for targeted multi-platform searches?

The best way to plan keyword clusters for targeted multi-platform searches is through intelligent query planning. This approach breaks down broad intelligence requests into specific keyword directions, ensuring specialized platform agents retrieve relevant mid-tail signals and user feedback.