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Organizational memory for AI agents

Your team's knowledge,
structured for AI

Skillsmith by LoX turns your docs, workflows, and tribal knowledge into a queryable knowledge graph that AI agents can use in real time.

No more stale wikis. No more repeating yourself. Your agents just know.

01 — The Product

Beta

Skillsmith

Captures how your team actually works — not just documents, but relationships, dependencies, and expertise. AI agents retrieve the exact knowledge they need while performing tasks.

  • Maps skills as a graph — not a folder of files
  • Agents query it in real time via MCP
  • Skills link through dependencies and triggers
  • Knowledge stays alive as your team grows
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LIVE DEMO

02 — How It Works

Three steps to structured knowledge

From scattered docs to a living knowledge graph your agents can query.

01

Seed your knowledge

Point Skillsmith at your docs, APIs, runbooks, and workflows. It extracts discrete skills — each with triggers, tags, and the dependencies that connect them.

02

Watch the graph grow

Skills automatically wire together through relationships: what depends on what, what's similar, what category things belong to. Structure that no flat doc captures.

03

Agents just know

When an AI agent encounters a task, it queries the graph in real time. The right skill fires at the right moment — contextually, not by keyword matching.

03 — Why Skillsmith

Why existing approaches break down

Your team already has docs. The problem isn't storage — it's structure.

Traditional Docs

  • No: Go stale within weeks
  • No: Hard to search contextually
  • No: No relationships between topics
  • No: Agents can't reason over them

Vector Search / RAG

  • Yes: Retrieves text chunks
  • No: Misses dependencies entirely
  • No: No concept of prerequisites
  • No: Returns text, not structured skill

Skillsmith

Best
  • Yes: Understands skill relationships
  • Yes: Knows what depends on what
  • Yes: Triggers fire contextually
  • Yes: Returns structured, actionable knowledge

The ancient library burned. Yours doesn't have to.

LoX builds infrastructure that makes organizational intelligence permanent, structured, and agent-ready. Skillsmith is our first product — a knowledge graph that gives AI agents access to your team's real expertise.

Join the early access list and help shape the product.