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# ProgramSmith
2020

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> Convert GitHub repos into [Harbor](https://github.com/laude-institute/harbor) tasks automatically.
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> Convert GitHub repos into long-horizon [Harbor](https://github.com/laude-institute/harbor) tasks automatically.
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## Overview
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Automates task creation from real open-source repos. Input any GitHub repo, and it produces a long-horizon ProgramBench style task.
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Automates task creation from real open-source repos. Input any GitHub repo, and it produces a long-horizon ProgramBench-style reverse engineering task.
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Every task is difficulty-calibrated and audited before shipping. If reward-hacking, task environment problems, or verifier design issues are found, the pipeline continues iterating through a loop until all QA and difficulty calibration is met. Task execution and grading are containerized, with required dependencies installed when each task image is built.
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