Review recommendation-system code, architecture, experiment, or design for correctness, serving safety, offline-online consistency, capacity, observability, and rollback gaps.
中文简介正在准备中。当前显示原文说明。
jhljx/RecSys-Industrial-Book4682026年10月21日 更新
免费在 GitHub 公开
recsys-book-qa
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。
实测评分 未实测
查看安装方法包含的文件（1）
- SKILL.md976 B
SKILL.md（原文）
安装前可以查看交给 AI 代理的指令内容。
Recommendation book Q&A
- Run
python3 tools/recsys_agent.py doctor. - If
.recsys-agent/index.jsonlis absent or PDFs changed, runpython3 tools/recsys_agent.py index. - Search the exact query; retry with Chinese/English aliases and model abbreviations.
- Read the cited PDF pages for full context when the answer depends on qualifications, equations, tables, or adjacent paragraphs.
- Answer with conclusion, book-grounded reasoning, tradeoffs, and source PDF/page.
- Mark knowledge not supported by released PDFs as
扩展说明. - If released chapters do not cover the topic, say so.
.recsys-agent/ is a disposable local cache. Never commit, publish, or quote it as a replacement edition of the book.
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同一仓库的技能
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-Book4682026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-Book4682026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-Book4682026年10月21日 更新
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。
jhljx/RecSys-Industrial-Book4682026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-Book4682026年10月21日 更新