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agent-librarian

Discover, evaluate, and install specialist AI agents via web scraping and GitHub queries.

Updated Feb 20, 2026
Search Tags:#automation#discovery#agent#framework#installation#librarian
One-click install
npx skills add https://github.com/efiadm/informatik-ai-studio --skill agent-librarian
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-librarian
Source: https://github.com/efiadm/informatik-ai-studio/tree/main/.claude/skills/agent-librarian
Command: npx skills add https://github.com/efiadm/informatik-ai-studio --skill agent-librarian

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of finding, evaluating, and installing new specialist AI agents, overcoming the bottleneck of manual agent acquisition.

Core Features & Use Cases

  • Agent Discovery: Searches predefined sources for existing agents matching a user's need.
  • Automated Evaluation: Assesses potential agents against a strict set of criteria.
  • Agent Drafting: Conducts interviews to gather requirements and drafts new agents when suitable ones aren't found.
  • Use Case: When you need an agent to manage PostgreSQL database performance, you can invoke this skill to find or create a postgres-optimizer agent.

Quick Start

Use the agent-librarian skill to find an agent for optimizing PostgreSQL queries.

Frequently Asked Questions about agent-librarian

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

FAQPage Schema
How do I discover and install new AI agents for a specific framework?▼

AI agent discovery and installation is automated by searching predefined sources like GitHub and evaluating candidates against strict criteria before integrating them into the framework.

What is the process for creating a new AI agent when an existing one is not found?▼

Creating a new AI agent involves a structured interview process to gather requirements, followed by drafting the agent using a defined Agent Template when no suitable existing match is available.

Can I automate finding specialist AI agents for tasks like PostgreSQL optimization?▼

Automating specialist AI agent discovery allows you to find agents for tasks like PostgreSQL optimization by scraping the web and querying GitHub for existing matching candidates.

Does the agent installation process require specific project context?▼

The agent installation process requires adherence to the CLAUDE.md file to ensure proper context and framework integration when evaluating and installing discovered agents.

What happens if automated discovery cannot find a matching AI agent?▼

When automated discovery cannot find a matching AI agent, the system conducts an interview to gather requirements and drafts a new custom agent using a defined template.

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