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knowledge-agent

Build and query topic-specific knowledge bases from claude-mem observations.

Updated Jun 19, 2026
Search Tags:#memory#query#knowledge#observations#corpora
One-click install
npx skills add https://github.com/Intelligent-Resourcing-Team-Environment/claude-memory --skill knowledge-agent-intelligent-resourcing-team-environment
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-agent
Source: https://github.com/Intelligent-Resourcing-Team-Environment/claude-memory/tree/main/plugin/skills/knowledge-agent
Command: npx skills add https://github.com/Intelligent-Resourcing-Team-Environment/claude-memory --skill knowledge-agent-intelligent-resourcing-team-environment

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Build and query knowledge bases from claude-mem observations.

Core Features & Use Cases

  • Build corpora from observations to specialize your AI memory
  • Prime corpora to load knowledge into an AI session for interactive questioning
  • Query corpora with natural language questions and retrieve contextual answers
  • Manage multiple corpora for different domains or topics

Quick Start

Build a corpus from your claude-mem observations, prime it, and start asking questions.

Frequently Asked Questions about knowledge-agent

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

FAQPage Schema
How do I build a knowledge base from past observations and notes?▼

To build a knowledge base from past observations, you compile claude-mem observations into a topic-specific corpus. This structures historical notes into a queryable format for interactive sessions.

What is the best way to query historical decisions and recall patterns from notes?▼

Querying historical decisions and patterns is done by priming a corpus to load knowledge into an AI session. You then ask natural language questions to retrieve contextual answers from your compiled observations.

Can I manage multiple knowledge bases for different domains or topics?▼

Yes, you can manage multiple corpora for different domains or topics. This separates observations by subject area, ensuring queries return highly contextual answers specific to each domain.

How do I prime an AI session with persistent context from a knowledge base?▼

To prime an AI session with persistent context, you load a built corpus into the session. This loads the specialized knowledge base, enabling iterative questions with persistent context from your historical observations.

Do I need claude-mem observations to use this knowledge query approach?▼

Yes, claude-mem observations are required as the foundational input. The Skill builds and queries knowledge bases by compiling these historical observation records into structured corpora.

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