{"query":"Robustness","filters":{"category":null,"platform":null,"track":null,"safety":null,"include_blocked":false,"min_stars":0},"total":10,"skills":[{"rank":1,"match_score":99,"raw_match_score":1009.4,"slug":"hendrycks-robustness","name":"Robustness","description":"Corruption and Perturbation Robustness (ICLR 2019)","tagline":"Corruption and Perturbation Robustness (ICLR 2019)","category":"robotics-iot","tags":["computer-vision","automation","robotics-iot","convolutional-neural-networks","deep-learning","domain-generalization","imagenet","machine-learning","ml-safety","pytorch"],"author":{"name":"hendrycks","verified":true,"url":"https://github.com/hendrycks"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"hendrycks/robustness","creatorName":"hendrycks","creatorUrl":"https://github.com/hendrycks","sourceUrl":"https://github.com/hendrycks/robustness","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/hendrycks-robustness#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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Creators can claim the listing to update ownership signals."},"stats":{"stars":73100,"forks":7510,"downloads":31000,"rating":4.9,"review_count":0,"quality_score":79.55},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"73K","tone":"positive"},{"label":"Freshness","value":"19d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Apache-2.0","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":90,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability.","recommendedAction":"Shortlist for production use, then run a normal repository and dependency 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