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	7335
title	Clarify Agent Memory Protocol and Tooling
state	Closed
labels	documentationenhancement
assignees	tobiu
createdAt	Oct 3, 2025, 12:56 PM
updatedAt	Oct 3, 2025, 12:57 PM
githubUrl	https://github.com/neomjs/neo/issues/7335
author	tobiu
commentsCount	0
parentIssue	7316
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Oct 3, 2025, 12:57 PM

Clarify Agent Memory Protocol and Tooling

Closed v11.0.0/archive-v11-0-0-chunk-1 documentationenhancement

tobiu commented on Oct 3, 2025, 12:56 PM

During the first live test of the memory core, the agent failed to follow the "save-then-respond" protocol due to two issues:

A misinterpretation of the procedural order in AGENTS.md, where the memory check was not performed during initialization.
A lack of clarity in the addMemory.mjs script's command-line interface, leading to several failed attempts to save the session history.

This ticket covers the documentation and process improvements needed to prevent these failures in the future.

Acceptance Criteria

The .github/AGENTS.md file is updated to move the memory server check into the "Session Initialization" section.
The buildScripts/ai/addMemory.mjs script is updated with clear documentation for its command-line options, especially --thought and --session-id.