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	7962
title	Implement Neo.ai.provider.Base
state	Closed
labels	enhancementai
assignees	tobiu
createdAt	Dec 1, 2025, 11:59 AM
updatedAt	Dec 1, 2025, 12:26 PM
githubUrl	https://github.com/neomjs/neo/issues/7962
author	tobiu
commentsCount	1
parentIssue	7961
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Dec 1, 2025, 12:26 PM

Implement Neo.ai.provider.Base

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

tobiu commented on Dec 1, 2025, 11:59 AM

Goal: Create the abstract base class for AI model providers. Scope:

Define the standard interface for generate(prompt, config) and stream(prompt, config).
Define standard configuration (e.g., apiKey, modelName).
Ensure it extends Neo.core.Base. Context: Part of Epic #7961.

tobiu Dec 1, 2025, 12:26 PM

Input from Gemini 2.5:

✦ Implemented Neo.ai.provider.Base with requiredEnv security pattern. Moved validation to construct() for better lifecycle alignment.