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	7902
title	Refactor Knowledge Base parsing logic into domain-specific Singletons
state	Closed
labels	airefactoring
assignees	tobiu
createdAt	Nov 25, 2025, 3:57 PM
updatedAt	Nov 25, 2025, 4:33 PM
githubUrl	https://github.com/neomjs/neo/issues/7902
author	tobiu
commentsCount	0
parentIssue	null
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Nov 25, 2025, 4:33 PM

Refactor Knowledge Base parsing logic into domain-specific Singletons

Closed v11.11.0/archive-v11-11-0-chunk-1 airefactoring

tobiu commented on Nov 25, 2025, 3:57 PM

Goal: Decompose the "God Class" DatabaseService.mjs by extracting parsing logic into dedicated, domain-intent focused classes.

Architecture:

Create a new namespace Neo.ai.mcp.server.knowledge_base.parser.
Ensure all new parsers are Neo.core.Base singletons.

New Classes:

parser/TestParser.mjs:
- Intent: Extract knowledge from automated tests.
- Scope: Move the parseTestFile logic and acorn dependency here.
parser/DocumentationParser.mjs:
- Intent: Extract knowledge from written guides and learning content.
- Scope: Move the Markdown section-splitting logic here.
parser/ApiParser.mjs:
- Intent: Extract knowledge from the codebase structure (API).
- Scope: Move the docs/output/all.json processing logic here.

Impact: DatabaseService.mjs should become an orchestrator that delegates to these services, significantly reducing its LOC and complexity to a manageable level.

tobiu added the ai label on Nov 25, 2025, 3:57 PM

tobiu added the refactoring label on Nov 25, 2025, 3:57 PM

tobiu assigned to @tobiu on Nov 25, 2025, 4:00 PM

tobiu referenced in commit c14cbc7 - "Refactor Knowledge Base parsing logic into domain-specific Singletons #7902" on Nov 25, 2025, 4:33 PM

tobiu closed this issue on Nov 25, 2025, 4:33 PM