confusion-tracker
教学过程中自动捕获和记录学习者的概念疑难点("为什么/是什么/怎么推/什么意思"类型的问题),保存到进度文件的"概念疑难点记录"区,形成考前回顾清单。
考前复盘已记录错题与概念疑难:重做原题、复述疑难、更新已订正/已回顾/待回顾状态,并形成最后扫雷清单。 进入最终复习阶段或用户要求复盘、查漏补缺时使用。
$ npx -y skills add ZeKaiNie/universal-examprep-skill --skill exam-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/exam-reviewContext preview
The summary Claude sees to decide when to auto-load this skill.
考前复盘已记录错题与概念疑难:重做原题、复述疑难、更新已订正/已回顾/待回顾状态,并形成最后扫雷清单。 进入最终复习阶段或用户要求复盘、查漏补缺时使用。
name: exam-review description: > 考前复盘已记录错题与概念疑难:重做原题、复述疑难、更新已订正/已回顾/待回顾状态,并形成最后扫雷清单。 进入最终复习阶段或用户要求复盘、查漏补缺时使用。 license: MIT
Clear recorded mistakes/confusions before the exam. Replay only existing records; teach no new chapter and invent no question.
Use at final review or when the student explicitly asks to replay mistakes/find gaps.
1. **Replay recorded mistakes.** Reload state (or `update_progress.py show`), fetch each exact bank item, and ask it again. Never add an unrecorded/bank-external question.
For `requires_assets=true` or `maybe_requires_assets=true`, before asking, explaining, hinting, or solving, render every question-side `question_context` / `figure` / `diagram` / `table` asset, labelled `题面图` or `Question-side asset`. Only later may solution/review show `答案图` / `Answer-side asset`. A path is not an image. Preserve but never display `student_attempt`; its physical path is tainted across the complete quiz, teaching, and content-unit layers, including duplicate official-looking declarations. Missing/unreadable or UI-unrenderable prompt assets cause a fail-closed skip; `stub` / `page_reference` also require the original prompt page first. Use `scripts/show_question_assets.py` for every replay and treat a nonzero result as a skip; do not render a raw bank path directly. See [`exam-quiz`](../exam-quiz/SKILL.md) and [`docs/file-format.md`](../../docs/file-format.md) §4.
2. **Update mistakes.** Correct replay → `已订正`; still wrong → explain from the stored explanation and retain it.
3. **Replay confusions.** Reload `confusion_log`; ask the student to restate what/why/how. Correct restatement → `已回顾`; vague → explain once and retain `待回顾`.
4. **Persist the open list first.** Compile unresolved mistakes plus `待回顾` confusions for the final sprint/`exam-cheatsheet`. Pipe each conclusion/list to `python "${CLAUDE_SKILL_DIR}/scripts/notebook.py" --workspace <ws> add-entry --chapter <ch> --type review --id <slug> --title <gist>`; same IDs replace and rebuild the index. Then send a digest and language-pack notebook link. If writing fails, say so and give the full list in chat; file-less clients use chat/text breakpoints.
5. **Persist row status.** If `study_state.json` is absent and Python works, run `update_progress.py --workspace <ws> init` first; only when Python truly cannot run may Markdown rows be changed in place. Write results via `update_progress.py set-mistake-status` / `set-confusion-status`, and genuinely new rows via `add-mistake` / `add-confusion`. A nonzero Python command is a fail-loud error, not permission to hand-edit. Never leave a mastered row stale or overwrite another skill's writes.
Display aliases are normalized to `zh`, `en`, or `bilingual`.
Drop your course folder on a coding agent. Get a tutor that teaches from your own slides, shows the figures, quizzes you with your own homework, and remembers where you stopped.
教学过程中自动捕获和记录学习者的概念疑难点("为什么/是什么/怎么推/什么意思"类型的问题),保存到进度文件的"概念疑难点记录"区,形成考前回顾清单。
只读检查一个已生成的备考工作区是否健康并报告问题,默认不做任何修改。核对 .ingest 原材料版本、 内容单元、接管队列与派生产物完整性,以及 wiki、题库、视觉证据、计划和进度的一致性。当用户怀疑 工作区有问题、建库 readiness 被阻断、或想在开始复习前体检时使用。
全员通关后把 错题本+笔记本+知识点窗口+wiki 编译成考前速记小抄 cheatsheet.md(每条要点带可溯源 锚点),并在视觉产物模式或用户明确要求 PDF/打印版时按指定页数渲染成打印级 PDF:按「必背结论/公式 → 有难度例题(必要时含题面图)→ 例题解答(代入公式、保留基础过程)→…
临考前的极速备考总教练。把课件、大纲、重点与真题建成分章 wiki 和标准题库,再组织惰性授课、 题库判分、错题与疑难复盘及可选考前小抄,并持久化进度。用于期末、备考、突击、刷题、划重点、 错题与考前复习;不用于长期规划或与考试无关的写作/编程。
备考教练的一屏速查卡:工作流、3×4 学习选择、产物偏好、工作区文件、6 大题型、来源规则与子技能路由。 用户问怎么用、有哪些模式、文件用途或支持题型时使用。
从学生上传的课件/大纲/老师勾的重点/真题,一键初始化并验证备考工作区:解析 PDF、DOCX、PPTX、 XLSX、常见独立图片与 txt/md,建立分章节 LLM Wiki、标准题库、结构化接管队列与进度状态;仅在 Python 确实无法运行时 明确降级为手动写盘。当工作区尚未建立、资料发生变化、或建库…