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InnerScopeHearing
InnerScopeHearingOFFICIAL
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company-brain

Federate Azure AI Search indexes and synthesize cited answers with gpt-4o.

Updated May 30, 2026
Search Tags:#knowledge management#company data#gpt-4o#question answering#Azure AI
One-click install
npx skills add https://github.com/InnerScopeHearing/otchealth-claude-tools --skill company-brain
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: company-brain
Source: https://github.com/InnerScopeHearing/otchealth-claude-tools/tree/main/skills/company-brain
Command: npx skills add https://github.com/InnerScopeHearing/otchealth-claude-tools --skill company-brain

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill solves the problem of extracting a cited answer to a company question by federating information across various rooms, such as memory-exec, legal, finance, commerce, and journal.

Core Features & Use Cases

  • Federated Information: Merges data from various Azure AI Search indexes across different rooms.
  • Answer Synthesis: Utilizes gpt-4o to synthesize a cited answer grounded in the company's own data.
  • Use Case: When an agent or employee has a question, they can use this Skill to get a cited answer that is grounded in the company's own knowledge base.

Quick Start

Use the company-brain skill to ask a question: 'node brain.mjs ask "What is the sales forecast for next quarter?"'

Frequently Asked Questions about company-brain

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

FAQPage Schema
How do I get a cited answer from company data using Azure AI Search?▼

To get a cited answer from company data, this Skill federates information across various Azure AI Search indexes and synthesizes a grounded response using Azure OpenAI gpt-4o. It merges knowledge from memory-exec, legal, finance, commerce, and journal rooms.

What is the best way to federate company knowledge across different rooms for question answering?▼

Federating company knowledge across rooms is best handled by merging multiple Azure AI Search indexes into a single query scope. This Skill retrieves data from memory-exec, legal, finance, and commerce rooms to synthesize a comprehensive, cited answer using gpt-4o.

Do I need a GCP service account to use Azure AI Search with this company knowledge tool?▼

Yes, you need to authorize with a GCP service account and Secret Manager to use this company knowledge tool. Despite querying Azure AI Search indexes and Azure OpenAI, the Skill relies on GCP Secret Manager for its authorization and configuration requirements.

Can I use Node.js to ask a question against my corporate knowledge base?▼

Yes, you can use Node.js to ask questions against your corporate knowledge base by running the provided script. You simply execute 'node brain.mjs ask' followed by your question to retrieve a synthesized, cited answer from your company data.

Does this knowledge management approach work for internal decision-making workflows?▼

Yes, this knowledge management approach works directly for internal decision-making workflows. By querying federated Azure AI Search indexes, it provides grounded answers for corporate knowledge management and internal question answering to support business decisions.

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