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EthanXiang777/circuit-frameworkpublicPythongithub.com/EthanXiang777/circuit-framework
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circuit-framework

Circuit Framework — multi-agent LLM trading research system

SWARM ORCHESTRATIONPYTHONAI AGENTSDECLINING VELOCITYTRENDING #1674

// OWNER · EthanXiang777 · REPO SNAPSHOT

github.com/EthanXiang777

EthanXiang777

Circuit Framework — multi-agent LLM trading research system

STARS487+0 · 7d
FORKS19+0 · 7d
CONTRIBUTORS0maintainer graph thin
OPEN ISSUES · PRS0· 0 
LICENSEno license file
LANGUAGEPython 
FOUNDED
LOCATION
MEMBERS
PUBLIC REPOS
TOTAL STARS
FOCUS
FUNDING

//STAR HISTORY · 12M

+487 all-time-window
Stars · cumulative487 · today
//WHY IT'S TRENDING· narrative synthesis · medium confidence

EthanXiang777/circuit-framework is sitting at #1674 on the trending leaderboard with a pulse of 7/100 with no cross-source channels firing yet — GitHub-stars-only signal so far.

It sits at 487 stars without a fresh weekly delta on record — the trending placement here is steady-state interest in the Python ai-agents space rather than a 7-day breakout.

Watch-outs: no tagged release on record (treat as pre-stable).

↻ refreshed now· next sync in 5m· sourced from 0 channels · 0 mentions / 24h

FAQ · answers from the data spine

What is EthanXiang777/circuit-framework?
Circuit Framework — multi-agent LLM trading research system
Who maintains circuit-framework?
Maintained by EthanXiang777 (the owner) on GitHub.
What language is circuit-framework written in?
Primarily Python.
When was circuit-framework created? When was the last update?
Created July 16, 2026 · last commit July 16, 2026.
How do I install circuit-framework?
Clone the repo:
git clone https://github.com/EthanXiang777/circuit-framework.git
Then follow the README in the cloned directory.
Is circuit-framework actively maintained?
stalled — no commits for an extended period

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