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@@ -121,7 +121,7 @@ <h2 id="demo">Demo</h2>
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<h2 id="contributions">Key Contributions</h2>
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<div class="contributions-grid">
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<a href="https://github.com/code-refactor/Librarian" target="_blank" class="contribution-box">
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<p><strong>Librarian</strong> is a novel sample-and-rerank method that refactors codebases into reusable libraries. It clusters code to find shared structures, samples refactorings, and ranks them by simplicity and correctness. It achieves 1.6-2x better compression than top code agents while boosting accuracy.</p>
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<p><strong>Librarian</strong> is a sample-and-rerank method that refactors codebases into reusable libraries. It clusters code to find shared structures, samples refactorings, and ranks them by simplicity and correctness. It achieves 1.6-2x better compression than top code agents while boosting accuracy.</p>
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</a>
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<a href="https://github.com/code-refactor/minicode" target="_blank" class="contribution-box">
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<p><strong>Minicode</strong> is a benchmark for testing code agents' ability to create unified libraries from multiple code sources, such as competition coding programs and Python repositories. It requires open-ended design and large-context understanding in order to craft simple libraries.</p>

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