Scan literature and field for prior art
Decides which actions to take, in what order, toward a goal.
You might say…
“I don't want to publish something only to be told this is just X with different labels.”
What it does
Runs a multi-source search for existing models that share the framework's structure or claim, returning candidate collisions with citations and a similarity note for each.
Trigger: Use before publishing or staking a claim on a framework — when a thorough unattended search across academic and industry sources is faster and more reliable than manual research.
I/O: Framework structure and claim → collision report with candidate prior works, citations, and similarity assessment per match
Autonomy: Acts autonomously — runs end-to-end without a human in each loop.
Recognise the problem?
The primitives are the commodity part. The fastest next step is a conversation about composing them into something that works for you.
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