JingyaLiu/ml-rs-interview-agent

Cursor skills + vault template for employed ML/RS interview prep (planner, LeetCode, CS336, STAR)

5Stars on the repository
6Mods indexed here, across every type
24d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

cs336-coach

01

JingyaLiu/ml-rs-interview-agent

Skill Cursor

Guides Stanford CS336 LLM systems learning, from-scratch drills, and Assignment 1 implementation. Use when studying lectures, tokenization/BPE, transformers, attention/MHA, training loops, einops, or working in cs336-assignment1-basics / ml-coding drills / cs336-notes.

not rated 5 24d ago A 69 tokens original MIT

leetcode-coach

02

JingyaLiu/ml-rs-interview-agent

Skill Cursor

Coaches LeetCode pattern mastery with UNDERSTAND-RECOGNIZE-PLAN-CODE-VERIFY structure. Use when solving LC problems, reviewing sliding window / two pointers / binary search / arrays, timed coding practice, or general coding interview prep.

not rated 5 24d ago A 56 tokens original MIT

prep-planner

03

JingyaLiu/ml-rs-interview-agent

Skill Cursor

Builds and updates interview prep weekly plans from profile schedule and vault status. Use when the user asks what to do today/tonight, replans the week, adjusts for work/weekend availability, catches up after slipping, or mentions THISWEEK / schedule / daily plan / time budget.

not rated 5 24d ago A 62 tokens original MIT

star-coach

04

JingyaLiu/ml-rs-interview-agent

Skill Cursor

Coaches ML behavioral interviews using STAR stories grounded in the user's real work. Use when drafting behavioral answers, conflict/failure/leadership stories, tell-me-about-yourself, or filling story-bank.md.

not rated 5 24d ago A 44 tokens original MIT

system-design-coach

05

JingyaLiu/ml-rs-interview-agent

Skill Cursor

Coaches ML / LLM system design interviews with clarify-requirements-API-data-model-architecture-deep-dives-tradeoffs structure. Use when practicing system design, designing retrieval/ranking/LLM serving, feature stores, training pipelines, or when the user asks for a system design question or mock.

not rated 5 24d ago A 68 tokens original MIT

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