{"slug":"zekainie-universal-examprep-skill","name":"Universal Examprep Skill","description":"An exam cram coach skill for Claude agents that creates chaptered knowledge bases and quiz banks from course materials, with source-labeled answers and abstention when out of scope.","long_description":"<div align=\"center\">\n\n<img src=\"assets/exam-panic.png\" width=\"200\" alt=\"Exam Cram Coach\" />\n\n# Exam Cram Coach\n\n*One night left. You studied nothing. Every answer should show where it came from.*\n\nEnglish · [中文](README.zh.md)\n\n[![stars](https://img.shields.io/github/stars/ZeKaiNie/universal-examprep-skill?style=flat&color=blue)](https://github.com/ZeKaiNie/universal-examprep-skill/stargazers)\n[![MIT](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)\n[![CI](https://github.com/ZeKaiNie/universal-examprep-skill/actions/workflows/ci.yml/badge.svg)](https://github.com/ZeKaiNie/universal-examprep-skill/actions)\n\n**Grounded to your course materials** · bank-only quizzes · source-labeled AI supplements · chapter-sliced retrieval\n\n</div>\n\nYou know him. Night before the exam, hair a mess, eyes wide open, hasn't read a single page of the course. This skill is for him: it grounds teaching in *your* materials, labels any AI supplement, and says when the materials do not support an answer.\n\n**30-second start** — clone the repo, then say one line to your agent:\n\n```bash\ngit clone https://github.com/ZeKaiNie/universal-examprep-skill .claude/skills/universal-exam-cram-coach\n# In Claude Code / Cursor, say: \"use this skill to set up my exam-prep space\", then drop in your materials\n```\n\n---\n\n## Before / after\n\n**With the skill** — answers and key walkthroughs carry provenance, so you can check them:\n\n> **[#vis_q1]** In the figure, which set relation does the shaded region show?\n> **The intersection of A and B.**\n> `Question source: hw02.pdf p.3 | Answer source: hw02_sol.pdf | 🟢 From your materials`\n\n**Closed-book / plain agent** — sounds just as confident, but you can't tell if it's true:\n\n> The shaded region is the **union**. <sub>(It's actually the intersection; no source label, nothing to check against — this is where hallucination happens.)</sub>\n\nThe difference isn't tone. It's whether the answer exposes the evidence and any AI-added part.\n\n---\n\n## Numbers\n\nThe skill's","tagline":"Last-night exam-cram coach as a Claude Agent Skill: turns your slides, notes and past papers into a chaptered knowledge base + quiz bank, teaches only what's in your materials, and never fabricates (measured 100% out-of-scope abstention). Bilingual EN/中文 — the 期末极速备考 skill.","category":"productivity","tags":["exam-prep","education","claude-skill","quiz-generator","knowledge-base"],"author":"ZeKaiNie","verified":true,"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"ZeKaiNie/universal-examprep-skill","creatorName":"ZeKaiNie","creatorUrl":"https://github.com/ZeKaiNie","sourceUrl":"https://github.com/ZeKaiNie/universal-examprep-skill","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/zekainie-universal-examprep-skill#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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