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	9955
title	DreamService / Librarian Coupling
state	Closed
labels	enhancementaiarchitecture
assignees	[]
createdAt	Apr 13, 2026, 11:28 AM
updatedAt	Jun 5, 2026, 7:31 PM
githubUrl	https://github.com/neomjs/neo/issues/9955
author	tobiu
commentsCount	1
parentIssue	9954
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
blockedBy	[]
blocking	[]
closedAt	Jun 5, 2026, 7:31 PM

DreamService / Librarian Coupling

Closed v13.0.0/archive-v13-0-0-chunk-4 enhancementaiarchitecture

tobiu commented on Apr 13, 2026, 11:28 AM

Goal

Filter the natively-extracted SQLite Capability Gaps dynamically into a local execution queue instead of mapping to GitHub text issues.

Implementation Checklist

Implement an autonomous query map inside DreamService targeting SELECT * FROM nodes WHERE properties.capabilityGap IS NOT NULL.
Define the native queue structure that cleanly buffers the extracted gaps for delegation consumption, ensuring gaps are only parsed once to avoid duplicate sub-agent execution attempts.

tobiu added the enhancement label on Apr 13, 2026, 11:28 AM

tobiu added the ai label on Apr 13, 2026, 11:28 AM

tobiu added the architecture label on Apr 13, 2026, 11:28 AM

tobiu added parent issue #9954 on Apr 13, 2026, 11:29 AM