Are you an LLM? Read llms.txt for a summary of the docs, or llms-full.txt for the full context.
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Introduction

LocusGraph turns what your agents learn into structured knowledge that compounds, so events become patterns, patterns become skills, and every session starts smarter.

It is the Structured Agent Knowledge layer that sits between your agent and its LLM.

LocusGraph sits between the agent and the LLM as a Structured Agent Knowledge layer.

The 10-Second Pitch

Agents usually forget everything between sessions. LocusGraph fixes that without dumping chat logs into a vector database. We turn agent experiences into a structured knowledge graph where events evolve into patterns, patterns develop into skills, and confidence scoring ensures only validated knowledge is brought to the forefront. Your agent does not just remember. It becomes wiser.

The Category: Structured Agent Knowledge

  • Structured separates LocusGraph from dump-everything vector stores.
  • Agent says exactly who it is for.
  • Knowledge is a step above memory. Memory is recall. Knowledge is understanding.

Read in Order

The Foundations section walks through the full positioning narrative — nine focused pages, one per idea.

1. What is LocusGraph
The product, in one page.
2. Agent Structured Knowledge
The shape of what gets stored.
3. The Graduation Plane
Data → Information → Knowledge → Wisdom.
4. LLM Agnostic
Why your knowledge survives model swaps.
5. vs. Other Memory Systems
What separates LocusGraph from Mem0, Zep, vector recall.
6. Evolving Skills
How agents actually learn from repeated work.
7. Own Your IP as a Skill
Operational knowledge becomes a queryable skill layer.
8. Tokens in IDEs vs LocusGraph
Where current IDE workflows burn tokens, and why this changes.
9. Context Engineering Misconceptions
What context engineering actually is and isn't.

Or Skip Straight to Building

Quickstart
Store and retrieve your first knowledge event in under 5 minutes.
Core Concepts
Events, contexts, links, and the graduation chain in detail.
MCP Setup
Connect LocusGraph to Claude, Cursor, or Amp.

LocusGraph is LLM agnostic. The knowledge layer lives outside the model so the same agent knowledge survives model swaps, agent rewrites, and IDE changes.