experiment
01Agent
Experiment agent that implements reproducible baselines and proposed methods, runs controlled local or validated-remote trials, records every run, and promotes formal evidence.
EasyResearch is an open-source AI Research Team designed to automate the journey from ideas to validated scientific knowledge — enabling researchers to discover, reproduce, improve, and create scientific breakthroughs with autonomous agents.
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Experiment agent that implements reproducible baselines and proposed methods, runs controlled local or validated-remote trials, records every run, and promotes formal evidence.
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Figures agent that creates evidence-grounded, editable publication figures and verified exports under figures/.
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Research Assistant that classifies paper routes, inspects evidence, dispatches specialists including independent Review, acceptance-reviews artifacts, performs authorized remote experiment preflight, and advances within existing authority without creating specialist artifacts or running experiments.
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Independent source-based reviewer that inspects accepted Markdown and TeX against evidence, writes immutable timestamped reports, and assigns findings to artifact owners without editing specialist sources.
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Search agent that retrieves candidates, verifies metadata, acquires permitted PDFs, converts readable text, and produces the refpapers material package with a durable per-paper factual handoff.
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Writing agent that applies empirical or survey readiness, drafts and revises the authoritative Markdown manuscript, verifies citations, creates LaTeX, and compiles the PDF.
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Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.
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Compare two outputs WITHOUT knowing which skill produced them.
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Evaluate expectations against an execution transcript and outputs.