General skillSoftware development
recsys-pipeline-architect
Design composable recommendation and ranking flows with a six-stage framework.
Design composable recommendation and ranking flows with a six-stage framework.
Use this Claude skill to design recommendation, feed, search-reranking, or task-prioritization systems as six stages: Source, Hydrator, Filter, Scorer, Selector, and SideEffect. It walks through the trade-offs between candidate sources, filtering, scoring, selection, and asynchronous effects, then emits a runnable scaffold in TypeScript, Go, or Python. Examples cover feeds, a Go module, and a FastAPI task ranker.
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Public GitHub facts last synced Jul 10, 2026.
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