Profile a target (script, process, GPU, memory, interconnect) for performance analysis.
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82 agent skills — instructions the agent loads on demand. 82 of 82 are free. Median context cost 3.7k tokens.
Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs).
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Rent, manage, and destroy GPU instances on vast.ai.
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Workflow 1.5: Bridge between idea discovery and auto review.
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Workflow 1: Full idea discovery pipeline.
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Workflow 3: Full paper writing pipeline.
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Workflow 4: Submission rebuttal pipeline.
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Search GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources for software…
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Fill in the per-paper TODO sections of research-wiki/papers/<slug>.md pages that literature-ingest skills leave as bare scaffolds.
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Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys.
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