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	9956
title	Native Sub-Agent Delegation (Librarian)
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/9956
author	tobiu
commentsCount	1
parentIssue	9954
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
blockedBy	[]
blocking	[]
closedAt	Jun 5, 2026, 7:31 PM

Native Sub-Agent Delegation (Librarian)

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

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

Goal

Hook the deterministic SQLite capability gap buffer natively into the framework's .delegate() protocol to autonomously heal the repository without generating tracking issues.

Implementation Checklist

Connect the native capabilityGap queue directly into the Agent.delegate('librarian', request) system abstraction.
Ensure that when DreamService completes its deterministic gap mapping, the Librarian dynamically spins up in isolation to process the documentation patch.
Assert that the sub-agent structurally cleans up the SQLite node capabilityGap property once the documentation patch is pushed.

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