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Ensuring Theoretical Proof Reproducibility

focs-reproducibility

brycewang-stanford/Awesome-Journal-Skills

A comprehensive methodology guide for achieving maximum checkability in theoretical computer science proofs, especially for high-stakes academic venues like FOCS. It outlines five critical practices: maintaining a hypothesis ledger, freezing theorem statements across all document versions, auditing external theorems, providing certificates for computed steps, and handling errata formally. This ensures proofs withstand intense academic scrutiny.

Computer Vision Pipeline Architect

computer-vision-expert

sickn33/agentic-awesome-skills

Expert guidance for designing, implementing, and optimizing computer vision pipelines, including YOLO26 detection, SAM 3 segmentation, VLMs, depth estimation, calibration, and edge deployment.

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