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	15972
title	[DATA-SYNC-ALARM] Data Sync Pipeline: 1 consecutive failures since 2026-07-28T12:00:59Z
state	Closed
labels	[]
assignees	[]
createdAt	Jul 26, 2026, 8:17 AM
updatedAt	Jul 28, 2026, 7:29 PM
githubUrl	https://github.com/neomjs/neo/issues/15972
author	github-actions
commentsCount	32
parentIssue	null
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	29
signals	[]
blockedBy	[]
blocking	[]
closedAt	Jul 28, 2026, 7:29 PM

[DATA-SYNC-ALARM] Data Sync Pipeline: 1 consecutive failures since 2026-07-28T12:00:59Z

Closed Backlog/active-chunk-10 []

github-actions commented on Jul 26, 2026, 8:17 AM

Standing alarm — one per breach episode. This issue is maintained by dataSyncWatchdog.mjs: the body is refreshed on every breach evaluation and the issue closes automatically on recovery. Streak: 1 consecutive failures on dev. Last success: 2026-07-28T12:00:59Z [QUARANTINED_URL: github.com]. Latest failure: run 30373260238 [QUARANTINED_URL: github.com]. Corpus facets (committed dev; a green pipeline cannot attest to this backlog):

facet	last commit on `dev`	age	status
`issues`	2026-07-28T15:37:24Z	1.3h	ok
`pulls`	2026-07-28T15:37:24Z	1.3h	ok
`discussions`	2026-07-17T05:13:29Z	275.7h	STALE
Breach reasons:

corpus facet discussions is 275.7h old (threshold 48h) The pipeline is degrading silently: runs fail on schedule and nothing else surfaces it. Root-cause work (if any) is tracked elsewhere; this issue only carries the alarm.

tobiu referenced in commit 49e6968 - "fix(ai): GraphqlService reads GH_TOKEN/GITHUB_TOKEN before the gh CLI; stage failures name their credential scope (#15988) on Jul 26, 2026, 4:58 PM