Review recommendation-system code, architecture, experiment, or design for correctness, serving safety, offline-online consistency, capacity, observability, and rollback gaps.
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jhljx/RecSys-Industrial-Book4672026年10月21日 更新
免费在 GitHub 公开
recsys-experiments
Run and extend the repository's recommendation-system projects covering the ranking funnel, two-tower ANN, point-in-time feature consistency, and online serving reliability.
中文简介正在准备中。当前显示原文说明。
实测评分 未实测
查看安装方法包含的文件（1）
- SKILL.md791 B
SKILL.md（原文）
安装前可以查看交给 AI 代理的指令内容。
Recommendation experiments
- Choose one project under
templates/based on the learning objective. - Read its README and cited PDF pages before changing code.
- Run the baseline, then the documented fault injection.
- Change one variable at a time; record input, version, metrics, and expected invariant.
- Validate the consumer-visible outcome, not internal wiring.
- Treat every
[MOCK]as a teaching substitute. A production proposal must add real integrations, capacity, timeout, degradation, observability, versioning, rollback, and offline/online parity.
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同一仓库的技能
Answer recommendation-system questions from the released book PDFs with chapter and page citations. Use for explanations, comparisons, formulas, architecture concepts, and questions asking what the book says.
中文简介正在准备中。当前显示原文说明。
jhljx/RecSys-Industrial-Book4672026年10月21日 更新
Diagnose recommendation quality, traffic, feature, model, retrieval, ranking, latency, timeout, overload, degradation, or logging regressions using an evidence-first decision tree.
中文简介正在准备中。当前显示原文说明。
jhljx/RecSys-Industrial-Book4672026年10月21日 更新
Design, implement, debug, and review industrial recommendation-system architecture or algorithms using released PDFs, curated examples, and runnable templates.
中文简介正在准备中。当前显示原文说明。
jhljx/RecSys-Industrial-Book4672026年10月21日 更新
Design, implement, debug, and review industrial recommendation-system architecture or algorithms using the released book PDFs, curated examples, and runnable templates.
中文简介正在准备中。当前显示原文说明。
jhljx/RecSys-Industrial-Book4672026年10月21日 更新
Build a grounded recommendation-system study plan, explain a topic for a graduate student or new engineer, and track local progress. Use for learning, revision, interview preparation, and deciding what to study next.
中文简介正在准备中。当前显示原文说明。
jhljx/RecSys-Industrial-Book4672026年10月21日 更新