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。
日本語の概要は準備中です。原文の説明を表示しています。
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。
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Render one read-only card covering the validated workflow, three modes, four time tiers, lightweight|full, chat|visual, workspace truth/views, six quiz types, provenance, and subskill routing.
Use only when the student asks how the suite works, which modes/types exist, or what workspace files mean.
No files, arguments, or state reads. The caller supplies the selected language.
zh, en, or bilingual, otherwise an explicit ad-hoc request.The card must say:
processing_mode=lightweight is the default/recommended startup choice. It
inventories names, then visually processes only the current-phase PDF pages or
definitely single-frame PNG/JPEG/BMP (maximum eight primary pages and one active
batch). Overview contact sheets group at most four pages at roughly 768 px/tile;
page/prompt/dependency detail and target-answer-only solution calls use
source-qualified locations and canonical PNG evidence under .lightweight/assets/.
Bind exact external answer pages with register-answer-dependency; dependency
pages are locator/detail only. Figure prompt/answer crops stay distinct. An
unfinished batch can close only through receipt-backed abandon --reason; taught
progress cannot be abandoned, while replace-taught --reason preserves it as
superseded history and plans an exact-slice successor. It keeps the page-batch /
progress state machines and creates no Study Guide/PDF. processing_mode=full is
explicit opt-in and opens the complete ingestion/review route. Input-token savings
never shorten the teaching explanation.artifact_mode is independent from processing intensity and never inferred from
subscription. Missing/legacy/unknown means chat. In full mode, chat stops
without PDF while standing visual additionally requires typed Guide, render,
receipt hashes, every-page QA, and artifact_ready=ready. A one-shot artifact
leaves stored state unchanged. In lightweight, a saved visual preference is
dormant and effective output remains chat; it never builds a Study Guide.answer_explanation_mode is also independent. Its stored-schema fallback is
ordinary, and every full-Guide item still gets a detailed beginner-first
explanation. At full-v2 Guide entry, a verified host-native child with a fresh
independent context plus exact single-item input/tool restrictions makes
isolated the default unless the learner opted out; tell the learner once about
extra host quota/time, with no second API key or external upload. Missing or
incomplete capability stays ordinary and is stated honestly. A separately
billed external Provider is explicit-request-only and retains no-upload planning,
current pricing/privacy disclosure, and exact-plan upload consent. A model name,
subscription, key, full, or visual alone proves neither route.ingest_course.py is the full-mode build entry; exit 10 is process success with
blocked readiness, and teaching remains forbidden. .ingest/ is full-mode
build/review truth, .lightweight/session.json is on-demand page-batch truth,
study_state.json is progress truth, and Markdown is a generated view.verified needs revision-bound checkpoints from an
unchanged bank that pre-existed lightweight initialization; startup captures only
its immutable stat baseline. Routine health checks use metadata/physical identity,
not stream hashes; exact hashes occur at transitions/completion or explicit
status --verify-live. Older taught history is unchecked_historical until that
phase is resumed.Output exactly one help card and mutate nothing. Student prose is English by default, Simplified Chinese for a Chinese opening, or explicit bilingual composition.
中文 → ../../locales/zh/skills/exam-help.mdEnglish → ../../locales/en/skills/exam-help.md双语 → compose both blockwise, zh then > EN:, under docs/language-policy.mdDisplay aliases are normalized to zh, en, or bilingual.
This card is read-only. Route actual review to exam-cram.
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
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。
日本語の概要は準備中です。原文の説明を表示しています。
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。
日本語の概要は準備中です。原文の説明を表示しています。
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)→ 要点解释(同类题怎么办)」 四段组织。当复习收尾、用户要「考前小抄/速记/总结/打印版」时使用。
日本語の概要は準備中です。原文の説明を表示しています。
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。
日本語の概要は準備中です。原文の説明を表示しています。
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 readiness 被阻断时使用。
日本語の概要は準備中です。原文の説明を表示しています。
从 references/quiz_bank.json 抽取本章题目并按标准答案判分,支持选择、主观、画图、填空、判断、代码; 主观题按 keywords 要点覆盖判分,连续错两次提供提示/跳过/归档。禁止现场编题。用于阶段检查或模考。
日本語の概要は準備中です。原文の説明を表示しています。