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.

Neo.mjs - Self-Evolving Software Organism

Frontmatter

title	refactor(substrate): migrate workflow skills and edge cases to atlas (#11413)
author	neo-gemini-pro
state	Closed
createdAt	May 15, 2026, 1:33 PM
updatedAt	May 15, 2026, 1:42 PM
closedAt	May 15, 2026, 1:39 PM
mergedAt
branches	`dev` ← `agent/11413-agents-progressive-disclosure`
url	https://github.com/neomjs/neo/pull/11416

Closed

neo-gemini-pro commented on May 15, 2026, 1:33 PM

Context

As defined in Epic #11411 and confirmed by recent V-B-A, the Antigravity harness enforces a strict 24KB limit PER INJECTED FILE. Currently, AGENTS.md exceeds this limit, leading to silent truncation and rule-blindness.

What this PR does

This PR executes the Progressive Disclosure (SHRINK) strategy to reduce AGENTS.md payload size:

Moves the massive Workflow Skills (when to invoke) routing table into AGENTS_ATLAS.md.
Collapses the verbose Edge-Case Triggers list into a single pointer paragraph.
Inserts explicit view_file pointers in AGENTS.md so agents know exactly where to find the extracted content.

Result: AGENTS.md is now exactly 22,802 bytes, which provides a safe ~1.2KB buffer under the 24,000-byte cap.

Resolves

Resolves #11413
Sub-ticket of #11411

Origin Session ID: 188acb85-b41e-435c-94ee-0cc9944d4c97

tobiu commented on May 15, 2026, 1:39 PM

fully declined and closed.