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	8302
title	[Neural Link] Enhance core.Base.serializeConfig to handle Neo Instances
state	Closed
labels	enhancementaiarchitecture
assignees	tobiu
createdAt	Jan 3, 2026, 8:46 PM
updatedAt	Jan 3, 2026, 8:48 PM
githubUrl	https://github.com/neomjs/neo/issues/8302
author	tobiu
commentsCount	0
parentIssue	8200
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Jan 3, 2026, 8:48 PM

[Neural Link] Enhance core.Base.serializeConfig to handle Neo Instances

Closed v11.18.0/archive-v11-18-0-chunk-2 enhancementaiarchitecture

tobiu commented on Jan 3, 2026, 8:46 PM

Current serializeConfig implementation handles classes (constructors) but does not detect Neo instances. This creates circular dependency risks when serializing configs that contain instance references (e.g. KeyNavigation scopes).

Task: Update Neo.core.Base.prototype.serializeConfig to check for Neo instances.

Implementation:

Check if value instanceof Neo.core.Base (or uses isInstance symbol if accessible, or value.isClass check).
If instance: return lightweight reference { className: value.className, id: value.id }.
Ensure it still handles Arrays and Objects recursively.

Value:

Prevents circular dependencies in toJSON outputs.
Standardizes instance references in serialized configs.

tobiu cross-referenced by #8301 on Jan 3, 2026, 8:51 PM