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	9643
title	"Librarian" Sub-Agent Orchestration
state	Closed
labels	epicaiarchitecture
assignees	tobiu
createdAt	Apr 3, 2026, 12:44 PM
updatedAt	Apr 3, 2026, 4:01 PM
githubUrl	https://github.com/neomjs/neo/issues/9643
author	tobiu
commentsCount	1
parentIssue	9638
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Apr 3, 2026, 4:01 PM

"Librarian" Sub-Agent Orchestration

Closed v13.0.0/archive-v13-0-0-chunk-1 epicaiarchitecture

tobiu commented on Apr 3, 2026, 12:44 PM

Parent Epic: #9638

Problem

The primary agent currently performs direct tool calls, but complex historical or topological tasks should ideally be offloaded to an asynchronous local model.

Solution

Implement the Librarian persona in a new local SubAgent.
Establish multi-agent interaction via Agent.mjs and the Loop.mjs state machine to hand off unstructured tasks.

tobiu cross-referenced by #9655 on Apr 3, 2026, 1:31 PM

tobiu cross-referenced by #9656 on Apr 3, 2026, 1:31 PM

tobiu cross-referenced by #9657 on Apr 3, 2026, 1:31 PM

tobiu Apr 3, 2026, 1:56 PM

Sub-Agent orchestration & E2E unit testing complete. The test has been migrated to the Playwright suite and mocks the ContextAssembler correctly to avoid ChromaDB connection errors in isolated CI environments. Proceeding with brainstorming Playwright-based testing architectures.

tobiu cross-referenced by PR #10122 on Apr 20, 2026, 1:47 PM