Personalized lecture & explanation sub-skill for a Chinese graduate-exam learner who values step-by-step reasoning, intuitive/visual understanding, strict condition checking, error diagnosis, and exam-oriented transfer. Orchestrated by study-assistant but also usable standalone. Use when the learner wants a…
Knowledge base from "Learning Spark, 2nd Edition" by Damji, Wenig, Das & Lee. Use when working with Apache Spark / PySpark, preparing for the Databricks Certified Associate Developer for Apache Spark exam, or applying the authors' frameworks for Spark architecture, DataFrame API, Spark SQL, Structured Streaming…
A workflow for turning course materials into printable final-exam review PDFs. It can organize slides, notes, reading materials, PDFs, images, and scanned documents by chapter, including materials from bilingual courses.
Create high-fidelity study notes for one lecture PDF/PPT using a generated mind map first. Store intermediate artifacts in note-single-lecture-work/ / and final notes in note-single-lecture/. Write descriptive prose mainly in Chinese, preserve key English terms and important English descriptive source sentences, and…
Build a flat, exhaustive "point tree" of every enumerable knowledge point in a bounded body of material (a textbook, a certification syllabus, a spec, an API surface, a legal code), so a learner facing a brand-new field can see the whole board at once instead of drowning in unknown unknowns. Use this whenever someone…
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originalMIT
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