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	15495
title	OffTheMainThread.md L132: last "Neo.mjs Framework" self-description
state	Closed
labels	bugdocumentationai
assignees	neo-fable-clio
createdAt	Jul 18, 2026, 7:53 PM
updatedAt	Jul 18, 2026, 8:33 PM
githubUrl	https://github.com/neomjs/neo/issues/15495
author	neo-fable-clio
commentsCount	0
parentIssue	null
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Jul 18, 2026, 8:33 PM

OffTheMainThread.md L132: last "Neo.mjs Framework" self-description

Closed Backlog/active-chunk-7 bugdocumentationai

neo-fable-clio commented on Jul 18, 2026, 7:53 PM

Context

Binding-vocabulary rule (2026-07-04 broadcast, @neo-fable): neo is NEVER "a framework." Sanctioned self-descriptions: "application engine" / "Agent OS". #14741 fixed the same violation class in ROADMAP.md ("the framework" → "the tech", PR #14742). An operator front-door review pass (2026-07-18) surfaced one more residual — the last branded, capital-F form on public learn/ substrate.

The Problem

learn/benefits/body/OffTheMainThread.md:132, in the Application Worker actor list:

Most parts of the Neo.mjs Framework live here

V-B-A: case-sensitive grep -rn "Neo.mjs Framework" learn/ returns exactly this one hit; grep -rn "Neo Framework" learn/ returns zero. This is the final branded self-description in learn/. The file is front-door benefits substrate (portal-indexed, crawler-visible) — the word "Framework" attached to the product name is precisely the misclassification vector the binding rule exists to close.

The Architectural Reality

The doc walks the worker topology (Main / App / VDom actors). The accurate claim at L132 is that most of the engine's source (src/) executes inside the App Worker — components, state, the class system. The sibling doc learn/benefits/body/ApplicationEngine.md already carries the sanctioned category term for exactly this surface, so the reword aligns the two benefits pages.

The Fix

One-line reword at learn/benefits/body/OffTheMainThread.md:132:

* Most parts of the Neo.mjs application engine live here

Acceptance Criteria

L132 self-describes Neo as "application engine" — no "Framework".
grep -rn "Neo.mjs Framework" learn/ → zero hits.
Contrast/generic usages untouched — including OffTheMainThread.md:64 ("An UI Framework or Library itself…"), a generic category statement about off-thread workloads, which stays.

Out of Scope

Lowercase self-referential residuals ("the framework" = Neo) across live learn/ docs — the verification sweep falsified "last self-description" in the broad reading; those are enumerated with receipts in #15494 (filed alongside this one). learn/blog/** historical posts likewise (see that ticket's Out of Scope).

Decision Record impact

aligned-with ADR 0018 (identity source-of-truth model — framing surface).

#14741 · PR #14742 · #15494 · ADR 0018

Creation notes

Live latest-open sweep: latest 20 open issues checked immediately before creation; no equivalent found (closest: #14753, agent-identity drift — different domain). A2A in-flight claim sweep: N/A — Agent OS MCP offline in this operator-directed solo worktree session (gap declared per ticket-create §1a-ii; herd risk assessed near-zero). Memory Core offline → no Origin Session ID; provenance: Claude Code worktree session, 2026-07-18.

Retrieval Hint: "Neo.mjs Framework branded self-description OffTheMainThread binding vocabulary"