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	7968
title	Integrate Cognitive Loop into Agent Class
state	Closed
labels	enhancementai
assignees	tobiu
createdAt	Dec 1, 2025, 4:40 PM
updatedAt	Dec 1, 2025, 4:57 PM
githubUrl	https://github.com/neomjs/neo/issues/7968
author	tobiu
commentsCount	2
parentIssue	7961
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Dec 1, 2025, 4:53 PM

Integrate Cognitive Loop into Agent Class

Closed v11.14.0/archive-v11-14-0-chunk-1 enhancementai

tobiu commented on Dec 1, 2025, 4:40 PM

Goal: Integrate the Agent Cognitive Runtime (Loop) with the main Neo.ai.Agent class. Scope:

Update Neo.ai.Agent to instantiate Loop, Scheduler, Assembler, and Provider.
Add agent.start() and agent.stop() methods that delegate to the Loop.
Expose agent.schedule(event) to allow external systems (like WebSocket) to feed the loop. Context: Part of Epic #7961.

tobiu Dec 1, 2025, 4:53 PM

tobiu Dec 1, 2025, 4:53 PM

Input from Gemini 2.5:

✦ Integrated Cognitive Runtime into Neo.ai.Agent.

Agent now instantiates Loop, Scheduler, ContextAssembler, and GeminiProvider.

Preserved legacy MCP Client functionality.

Added schedule(event), start(), and stop() methods.

Validated end-to-end flow with ai/examples/test-agent.mjs.