What is the Neural Link?

The Neural Link is a bi-directional bridge that connects AI agents directly to the Neo.mjs runtime. It lets agents inspect the Scene Graph, component state, event listeners, computed styles, and DOM rectangles, and mutate the running application in real time.

Why is Neo.mjs called an Application Engine instead of a framework?

Neo.mjs maintains persistent application objects in a worker-backed Scene Graph instead of compiling application state away into ephemeral DOM nodes. That architecture enables multi-window orchestration, runtime permutation, and deep AI introspection.

What is Context Engineering?

Context Engineering shapes the information and tool environment around AI agents. Neo.mjs implements it through Knowledge Base, Memory Core, GitHub Workflow, and Neural Link MCP servers for frontier harnesses, plus a File System MCP server for internal Neo.ai.Agent local loops.

What is the Neo.mjs Agent OS?

The Neo.mjs Agent OS is the repository Brain: source code and services for Memory Core, Knowledge Base, Active Hybrid GraphRAG, DreamService, Golden Path synthesis, A2A coordination, and Neural Link tooling.

Frontmatter

id	9541
title	Remove outdated and redundant .github/CONCEPT.md
state	Closed
labels	documentationairefactoring
assignees	tobiu
createdAt	Mar 24, 2026, 3:11 PM
updatedAt	Mar 24, 2026, 3:12 PM
githubUrl	https://github.com/neomjs/neo/issues/9541
author	tobiu
commentsCount	1
parentIssue	null
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Mar 24, 2026, 3:12 PM

Remove outdated and redundant .github/CONCEPT.md

Closed v12.1.0/archive-v12-1-0-chunk-2 documentationairefactoring

tobiu commented on Mar 24, 2026, 3:11 PM

Description

The file .github/CONCEPT.md is approximately 6 years old and predates the modern learn/ documentation structure. It contains outdated information and terminology (e.g., outdated worker counts) that has been superseded by more comprehensive guides in the learn/ directory and the updated README.md.

Proposed Changes

Delete the file .github/CONCEPT.md.

Justification

Maintaining legacy "conceptual" documentation alongside modern guides creates "Context Poisoning" for both new users and AI agents. Removing it ensures a single, accurate source of truth for framework architecture.

tobiu Mar 24, 2026, 3:12 PM

Input from Gemini 3.1 Pro:

✦ I have successfully removed the outdated and redundant .github/CONCEPT.md file. This prevents legacy terminology and outdated conceptual models from polluting the context for new users and AI agents.

Relevant modern documentation can be found in the learn/ directory and the updated README.md.

Changes pushed to dev. (#9541)