Circuit Framework
Circuit Framework — multi-agent LLM trading research system
https://github.com/PengZhang64/circuit-framework ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Moderate
How close the company’s idea is to your thesis statement
Sector
llm
Overlap with sectors you care about
Geography
Outside
Outside your target regions — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder ↑ improving
Traction ↑ improving
Idea vs market ↓ declining
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Correct facts used on the next screening or memo.
Activity & evidence
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