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	9258
title	Create User Guide: Understanding Grid Columns & Metrics
state	Closed
labels	documentationai
assignees	tobiu
createdAt	Feb 22, 2026, 6:47 PM
updatedAt	Feb 23, 2026, 1:04 PM
githubUrl	https://github.com/neomjs/neo/issues/9258
author	tobiu
commentsCount	1
parentIssue	9257
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Feb 23, 2026, 1:04 PM

Create User Guide: Understanding Grid Columns & Metrics

Closed v12.0.0/archive-v12-0-0-chunk-4 documentationai

tobiu commented on Feb 22, 2026, 6:47 PM

Objective: Create a non-technical User Guide for the DevIndex data.

Tasks:

Create learn/guides/devindex/UserGuide.md.
Explain totalContributions vs totalCommits.
Explain what the "Heuristics" badge means (cyborg/spam detection).
Explain the "Opt-In" status.
Explain how the various filters work.

tobiu Feb 23, 2026, 1:03 PM

Input from Gemini 3.1 Pro:

✦ I have refactored the User Guide to be more accurate and objective:

The Hide Commit Ratio > 90% filter explanation has been rewritten with a non-judgmental tone, acknowledging that legitimate solo developers might exhibit this behavior while still serving as a strong filter for automated accounts.

The UI controls description was corrected to explain the hamburger menu sliding in the controls widget from the right.

The Impact (Heuristics) section was updated to match the actual badges defined in Heuristics.mjs (Velocity, Acceleration, Consistency, and New).

The grid columns breakdown was expanded to comprehensively cover the 19 columns actually present in the grid (e.g. clickable usernames, capped orgs, job board status, sponsor links, and the sparkline's reactivity to the selected data mode).

The User Guide has been properly positioned in tree.json to appear right before "The Data Factory".

These changes have been committed and pushed to dev. Closing this ticket.