---
title: 'How My AI Agent Actually Finds Its Skills (And the Built-in Curator That Keeps Them Clean)'
url: 'https://docs.agenteum.top/blog/how-my-ai-agent-actually-finds-its-skills-and-the-built-in-curator-that-keeps-them-clean'
markdown: 'https://docs.agenteum.top/blog/how-my-ai-agent-actually-finds-its-skills-and-the-built-in-curator-that-keeps-them-clean.md'
date: '2026-08-10'
description: 'How an agent matches your request to the right skill by meaning, why it sometimes misses — and what the built-in curator does to merge duplicates and prune stale skills.'
taxonomy:
  tag:
    - hermes
    - ai
  archives_month:
    - aug_2026
  archives_year:
    - '2026'
---

# How My AI Agent Actually Finds Its Skills (And the Built-in Curator That Keeps Them Clean)

---

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