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	9041
title	Enhancement: Add Spider Summary Logs
state	Closed
labels	enhancementai
assignees	tobiu
createdAt	Feb 7, 2026, 10:15 PM
updatedAt	Feb 7, 2026, 10:17 PM
githubUrl	https://github.com/neomjs/neo/issues/9041
author	tobiu
commentsCount	1
parentIssue	8930
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Feb 7, 2026, 10:17 PM

Enhancement: Add Spider Summary Logs

Closed v12.0.0/archive-v12-0-0-chunk-2 enhancementai

tobiu commented on Feb 7, 2026, 10:15 PM

Add a final summary log to the Spider execution to clearly indicate the results of the run.

Current Behavior: If no new users are found (e.g., because all repositories were already visited), the Spider exits silently after processing pages, leaving the user unsure if it worked or just found nothing.

Goal: Print a summary at the end of the run:

Total new candidates discovered.
Total repositories scanned vs skipped (optional but helpful).

Changes:

Update apps/devrank/services/Spider.mjs to track cumulative stats in the state object.
Output a summary table or message at the end of run().

tobiu Feb 7, 2026, 10:17 PM

Input from Gemini 3 Pro:

✦ Added summary logs to the Spider execution.

Changes

State Tracking: Added totalFound to the spider state.

Summary Log: The run() method now outputs a final summary block indicating the total new candidates discovered, even if the run was silent/empty.

Example Output
--------------------------------------------------
[Spider] Run Complete.
[Spider] Total New Candidates Discovered: 124
--------------------------------------------------
Code committed to dev branch.