Signal AtlasHot Tool Tracker
Admin Login
Back to homeView rankings

Board Position

This tool is not included in the current filtered view

This tool can still be read normally, but it is not part of the current filtered set. Your search term, source filter, or category filter may be hiding it.

Tracked runs1
Last updatedApr 16, 13:31
DiscoveryNot in pool
Source count0
Back to current boardBroaden filters

Fallback

A smoother next step

A good next move is to clear the search term on the rankings page, or reset source and category to all, then continue comparing adjacent tools along the board.

Momentum24hAll SourcesAll Categories

Tool Detail

SuperPowersWUI

Agent Tools

SuperPowersWUI

Streamline Open WebUI agentic development with structured brainstorm, spec, review, plan, and execute workflows for any OpenAI-compatible LLM

Visit website
Agent Tools
Score72
Weekly growth+9%
Confidence78%
Primary statusDetail-only tracking

This tool is not on a primary board right now, but its detail tracking is still available.

Discovery statusNot in discovery

This tool did not enter the discovery pool in the latest sync.

Tracked runs1

First seen Apr 16, 13:31, last updated Apr 16, 13:31.

Source coverage0

No source labels are available yet.

7-day score trend
GitHub signals are derived from stars, forks, watchers, and recent activity.
D1
D2
D3
D4
D5
D6
D7
7-day rank movement
Lower numbers are closer to the top
#8D1
#8D2
#8D3
#8D4
#8D5
#8D6
#8D7
Signal summary

The system has tracked this tool for 1 runs, first seen Apr 16, 13:31 and most recently updated Apr 16, 13:31.

Discovery assessment
Discovery originNot in discovery

No additional discovery-origin stats are available yet.

Candidate typeUnclassified

This tool has not entered the discovery pool yet.

Quality score--

No quality score has been recorded yet.

Manual ruleAutomatic

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

Board footprint
No formal board footprint is available from this sync yet.
Why it matters now
  • GitHub is showing a clear upward signal and is worth adding to the watchlist first.
  • Current category: Agent Tools. 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
No readable timeline has been generated for this sync yet.
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.

1 pages
Cached pages1

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

Successful pages1

Pages fetched successfully with a readable title and summary.

Failed / stale0 / 0

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 1 / 1 pages

Sorted by fetch success, freshness, and summary richnessHigh value · 1
High-value hitLinked signalFetch successRich summary

GitHub - published-cecilfrankpowell94/SuperPowersWUI: Streamline Open WebUI agentic development with structured brainstorm, spec, review, plan, and execute workflows for any OpenAI-compatible LLM

Streamline Open WebUI agentic development with structured brainstorm, spec, review, plan, and execute workflows for any OpenAI-compatible LLM - publis…

https://github.com/published-cecilfrankpowell94/SuperPowersWUI
Apr 16, 13:31
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 signalOpen source page
Raw signals
GitHubNewcomers #6
Apr 16, 13:31

Streamline Open WebUI agentic development with structured brainstorm, spec, review, plan, and execute workflows for any OpenAI-compatible LLM

NEWScore 72Confidence 78%Surge +9%
GitHubagentsanalytics
Matching page evidenceView crawl detailSnapshot live-20260416133145942499-fd3d59Open source
GitHubMomentum #8
Apr 16, 13:31

Streamline Open WebUI agentic development with structured brainstorm, spec, review, plan, and execute workflows for any OpenAI-compatible LLM

NEWScore 72Confidence 78%Surge +9%
GitHubagentsanalytics
Matching page evidenceView crawl detailSnapshot live-20260416133145942499-fd3d59Open source
Continue reading
Momentum#8 AgenticX
NEW

AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).

AI CodingScore 72GitHub
Momentum#11 pruneren
NEW

🛠️ Optimize LLMs with advanced pruning strategies and real-time visualization for smaller, faster models without losing intelligence.

AI CodingScore 72GitHub
Momentum#14 IRYM_sdk
NEW

A production-ready, modular backend infrastructure SDK designed for AI-powered Python backend services. Whether you are building with FastAPI, Django, or a custom event-driven service, IRYM_sdk eliminates repetitive backend setup. It provides a unified, interchangeable system for caching, database access, background jobs, LLM integrations, vector

AI CodingScore 72GitHub
Momentum#1 autogen
↑ 1

A programming framework for agentic AI

Agent ToolsScore 99GitHub
Peer comparison
There are not enough comparable tools yet for a useful side-by-side comparison.