Signal Atlas

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Board Position

#10 · AI coding still leads, while agent products are starting to break out.

NEW

NeuroTune is currently ranked #10 on the Momentum board. First time on the board. Active window: 24h.

Score72

Confidence78%

Surge+9%

Sourcesgithub

ai-agentbyok

Reading Flow

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Automated trading system with AI signals.

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The front desk for AI agents on small websites. See every AI agent, stop the fakes, and give the real ones a fast, safe lane.

Tool Detail

NeuroTune

Signal summary

NeuroTune appears on 2 boards right now, with the primary position at #10 on Momentum.

This signal is supported by GitHub, spanning 1 source directions.

The system has tracked this tool for 21 runs, first seen Apr 18, 17:28 and most recently updated Oct 14, 14:04.

Discovery assessment

Discovery originPrimary provider

1 sources contributed to the candidate judgement.

Candidate typeMixed / needs review

Currently in the Watchlist stage.

Quality score68

Higher scores usually indicate a real product rather than editorial or noisy content.

Manual ruleAutomatic

No manual rule is active, so the system judgement is still automatic.

Text looks more like product copy: buildText looks more like editorial or media copy: guide, reviewIncludes product-like sources

Stability6 consecutive runs

watchlist 6 · ranked 0 · strong 6

Recent snapshotBest 78

Last seen Sep 25, 14:02

Board footprint

Momentum#10

NEW

First time on the board

Score 72Confidence 78%Surge +9%

Newcomers#7

NEW

First time on the board

Score 72Confidence 78%Surge +9%

Why it matters now

GitHub is showing a clear upward signal and is worth adding to the watchlist first.
Current category: AI Coding. A good fit for the watchlist.
Current board score: 72. A useful starting point for the next round of real-data validation.

What could make it noisy

The signal still mainly comes from a single source, so more cross-validation is recommended.
This is still a short-window snapshot and lacks longer-term real history.

Source timeline

2026-10-14 12:56

GitHub

Stars 1 / Forks 0 / Watchers 1 / Issues 0 / Active 0d

Source page evidence

This panel aggregates source pages the system has already fetched and cached, so you can judge whether the tool points to a real product site, an editorial page, or just a seed domain.

3 pages

Cached pages3

Total number of fetched pages that are currently available to display.

Successful pages3

Pages fetched successfully with a readable title and summary.

Failed / stale0 / 1

Failed pages will be retried, and stale pages will be refreshed in later syncs.

Domains covered1

Broader domain overlap usually suggests the signal is not just isolated noise.

Status filter

Showing 3 / 3 pages

Sorted by fetch success, freshness, and summary richnessHigh value · 3

High-value hitLinked signalFetch successRecently fetched

GitHub - construct-worlds/construct: A terminal-native ADE (agentic development environment).

A terminal-native ADE (agentic development environment). - construct-worlds/construct

https://github.com/construct-worlds/construct

Oct 14, 11:48

FetchedGitHubgithub.comHTTP 200

Why it is prioritized

The fetch succeeded and the cache is still fresh, which makes this page a strong signal for judging whether the product is active and real.

This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.

Linked signal Open source page

High-value hitLinked signalFetch successRich summary

GitHub - BradGroux/veritas-kanban: Lightweight orchestration harness built for your AI agents. The unfiltered truth about where your project stands.

Lightweight orchestration harness built for your AI agents. The unfiltered truth about where your project stands. - GitHub - BradGroux/veritas-kanban:…

https://github.com/BradGroux/veritas-kanban

Oct 14, 03:30

FetchedGitHubgithub.comHTTP 200

Why it is prioritized

The fetch succeeded and the cache is still fresh, which makes this page a strong signal for judging whether the product is active and real.

This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.

Linked signal Open source page

Linked signalFetch successRich summary

GitHub - Osmantic/ODS: ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.

ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server. - Osmanti…

https://github.com/Osmantic/ODS

Oct 13, 20:28

FetchedGitHubgithub.comHTTP 200Stale

Why it is prioritized

This page was fetched successfully before, but the cache is stale now, so it is better used as supporting evidence than as the primary source.

This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.

Linked signal Open source page

Raw signals

GitHubNewcomers #7

Oct 14, 14:04

🌌 Free, open-source AI-guided Windows 11 optimizer. Measure first, review recommendations, and apply only approved changes—with │ backups, verification and rollback. Supports local and cloud models. Alpha.