20:"$Sreact.view_transition" 21:I[9754,["/_next/static/chunks/2t36f5p4pjzlb.js","/_next/static/chunks/1gyqeidjm5eoa.js","/_next/static/chunks/0_fjnxc4tt_l_.js","/_next/static/chunks/1ymt1shyhmu-4.js","/_next/static/chunks/3kv2zf0i7s2wc.js","/_next/static/chunks/1vs_3g_g75zmk.js","/_next/static/chunks/2g4dh802s8oz3.js","/_next/static/chunks/1bc3f0shukf1j.js","/_next/static/chunks/192kgs9v_t14j.js","/_next/static/chunks/0z6pw0v5c_lx5.js","/_next/static/chunks/08r60e6icmtkc.js","/_next/static/chunks/3trx6c0i7_x-3.js","/_next/static/chunks/40sro5bzp9bi_.js","/_next/static/chunks/1wgf3tk38y6cf.js"],"ProjectDetail"] 22:T406b, ViBe · 让学习更主动、更诚实

在线学习平台

让学习更主动、更诚实

ViBe 是一个在线学习平台——通过智能检查、快速测验和灵活工具，帮助学生在真正掌握之后再前进。

掌握 · 概率与统计已验证

通过全部自适应挑战，理解已确认。

复习 · 微分方程快速测验标记为「需复习」。

掌握 · 线性代数已验证

诚实作答，助力下一步进阶。

01 · 主张

攀登在一座由谜题筑成的阶梯上

每一道题要么为你挣得一级台阶（理解），要么仍在待定（需复习）——你只能踩在自己真正踏实的土地上向上攀登。这正是 ViBe 让学习重新变得真实的方式。

02 · 自适应进阶

掌握之后再前进

持续评估理解

自适应挑战不断检测学生的掌握程度，而不是一次性停在某个分数上。

必要时回到复习

当理解出现缺口时，ViBe 提示回到复习材料，而不是让你带着空洞继续向前。

扎实后进阶

只有在当前层级真正被掌握之后，阶梯的下一根横档才会变实。

03 · 智能检查循环

每一次检查都通往踏实的下一步

已通过掌握确认理解已被验证，转为实心横档。

待定需复习快速测验提示返回材料。

已通过诚实作答参与度被确认，标记保持有效。

04 · 提问与复习

问题由 AI 生成，复习由掌握触发

生成 AI 生成问题在掌握的基础上生成新的相关问题，保持进度鲜活。

触发复习提示理解缺失时提示复习，避免空洞的下一级。

确认重新验证复习后再次检查，确认真实掌握。

05 · 监考与诚信

每根实心横档都带着监考标记

诚实需要被确认。ViBe 提供 AI 驱动的监考与参与度验证，维护学术诚信——每一次「掌握」都经过认真核对，而非默认通过。

已验证

参与度验证

确认学生真实参与，而非简单看完页面。

已验证

AI 监考

在检查与作答过程中识别异常，保护诚信底线。

待核实

具体实现细节

AI 功能的内部实现并未公开，我们如实标注此限制。

「解不开的谜题，让解出它的人更高。你只能爬上自己真正解得开的台阶。」

灵感源自《维克拉姆与贝塔尔》

灵感以谜题强化学习的故事作为阶梯的叙事之根。

边界文档仍在完善；无部署或使用示例；AI 细节未公开。

主体语言：TypeScript MIT 许可作者：vicharanashala 访问 ViBe 在 GitHub 查看

23:T3fd7, ViBe · Make learning active and honest

An online learning platform

Make learning active, and honest

ViBe is an online learning platform that uses smart checks, quick quizzes, and flexible tools to keep students engaged — and to let the next step open only once the current one is truly earned.

Mastered · Probability & Stats Verified

Cleared every adaptive challenge; understanding confirmed.

Review · Differential Equations A quick quiz flagged this for review.

Mastered · Linear Algebra Verified

Answered honestly; paves the way to the next level.

01 · Manifesto

Climbing a ladder built of riddles

Each question either earns you a rung (understanding) or stays hollow (needs review) — you climb only on ground you have really earned. This is how ViBe makes learning feel true again.

02 · Adaptive mastery

Mastery before advancement

Assess continuously

Adaptive challenges keep measuring what a student truly understands, rather than stopping at a single score.

Review on a gap

When understanding slips, ViBe points back to material instead of letting you carry a hollow rung forward.

Advance when earned

The next rung only turns solid once the current level is genuinely mastered.

03 · The smart-check loop

Every check opens a solid next step

Passed Mastery confirmed Understanding verified; the rung turns solid.

Pending Needs review A quick quiz points back to the material.

Passed Honest participation Engagement is confirmed; the marker stays valid.

04 · Question & review

Questions are generated; review follows mastery

Generate AI question generation Fresh, relevant questions build on what is mastered, keeping progress alive.

Trigger Review prompt On a gap, students are prompted to review instead of climbing hollow.

Confirm Re-verify After review, another check confirms real mastery.

05 · Proctoring & integrity

Every solid rung carries a proctor tick

Honesty should be confirmed. ViBe includes AI-powered proctoring and engagement verification to uphold academic integrity — every "mastered" is checked, not assumed.

Verified

Engagement verification

Confirms real participation rather than a page left open.

Verified

AI proctoring

Flags anomalies during checks and answers to protect integrity.

Unverified

Implementation details

The inner workings of the AI are not disclosed; we state that limit plainly.

"A riddle you cannot solve lifts the one who can. You climb only the steps you can truthfully unlock."

Inspired by the tale of Vikram & Betaal

Inspired bya story of learning through riddles is the ladder's narrative root.

ScopeDocs are still in progress; no deployment or usage examples; AI details undisclosed.

Primary language: TypeScript MIT licensed Author: vicharanashala Visit ViBe View on GitHub

a:[["$","$20",null,{"enter":{"secondary-forward":"secondary-forward","secondary-back":"secondary-back-enter","default":"none"},"exit":{"secondary-forward":"secondary-forward","secondary-back":"secondary-back-exit","default":"none"},"update":{"secondary-forward":"secondary-forward","secondary-back":"secondary-back-update","default":"none"},"default":"none","children":["$","$L21","cmt2zh3r601xu6271n5enb644:zh-CN:beautified",{"project":{"id":"cmt2zh3r601xu6271n5enb644","slug":"vicharanashala-vibe","name":"vibe","description":"通过智能测验和自适应复习提升学习参与度","authorName":"vicharanashala","authorVerification":{"verified":false,"verifiedAt":null},"category":"development_tools","subcategory":"data_ai_tools","experienceUrl":"https://vicharanashala.github.io/vibe","qualityScore":73,"featured":false,"officialSite":null,"views":{"original":{"available":true},"official":{"available":false,"reason":"disabled_by_policy"},"beautified":{"available":true,"reason":null},"defaultView":"beautified"},"beautifiedView":{"revisionId":"cmt2zh3rm01y66271hxr6u6s4","kind":"artifact","artifact":{"schemaVersion":"localized-static-html-v4","kind":"static_html","locales":["zh-CN","en"],"defaultLocale":"zh-CN","documents":{"zh-CN":"$22","en":"$23"},"designDirections":{"schemaVersion":"dodot-design-directions-v1","directions":[{"id":"riddle-ladder","name":"The Riddle Ladder","projectMetaphor":"Adaptive mastery as an ascending ladder of riddles, where only honestly verified rungs become solid. Each question either earns a place (understanding) or stays hollow (needs review) — you climb only on ground you have really earned.","signatureVisual":"A vertical mastery ladder taking the full hero: filled rungs are solid ink blocks labeled with the skills a learner has mastered, while hollow outline rungs mark where a quick quiz flagged review. A small 'proctor' tick sits on each filled rung as the honesty marker.","heroGeometry":"A staggered two-column ascending ladder: the left column holds the ladder rail of rungs, the right holds a sparse list of the adaptive-check evidences tumbling down beside it.","sectionSequence":["manifesto","adaptive-mastery-mechanism","smart-check-loop","question-and-review-flow","proctoring-integrity","honesty-contract"],"surfaceModel":"Paper-and-rung: a near-white chalkboard paper surface with solid ink rungs, thin hairline rails, and generous negative space. Depth comes from the vertical climb rhythm, not shadows.","palette":"Warm paper off-white base, ink near-black, one saturated rust-vermillion as the 'verified' accent, and a muted sage for the 'needs review' states.","typography":"A high-contrast serif for spoken manifesto text paired with a tall geometric sans for rung labels and numerals, emphasizing climb steps.","desktopComposition":"The hero is the full-height ladder on the left with the value proposition set vertically beside the rail; following sections alternate a wide rung row with a tight review row to mimic climbing.","mobileTransformation":"The ladder rotates into a horizontal stepper: rungs become discrete checkpoints stacked top-to-bottom, each an equal card that fills/empties as evidence is read, so the climb reads as a checklist while scrolling.","mediaStrategy":"No local assets exist; no media region. The ladder itself is the evidence-driven visual, built entirely from verified and review states.","forbiddenPatterns":["no hero slogan over three metric cards","no feature-card walls","no browser/terminal/editor shells","no glowing grids or particles"],"compositionFingerprint":"Vertical climb-ladder of solid/hollow rungs tagged with proctor ticks, alternating wide rung rows and narrow review rows"},{"id":"verified-chain","name":"The Verification Chain","projectMetaphor":"Academic honesty as an unbroken chain of verified checkpoints. Each adaptive challenge is a link that stays open until proctoring and engagement checks pass, so the whole course only advances when every link is honest.","signatureVisual":"A horizontal chain of round nodes in the hero: closed solid nodes are 'verified' checkpoints, open ring nodes are 'in review'. A taut line threads every node, and any open node visibly breaks the straightness of the chain.","heroGeometry":"A wide single-band chain stretched across the hero, with the value line running along the chain's axis and open nodes contrasted sharply against closed ones.","sectionSequence":["verified-chain-claim","engagement-check-loop","proctoring-honesty","mastery-before-advance","review-signal","open-source-scope"],"surfaceModel":"Machined-link construction: a light mechanical surface with crisp node geometry, thin connector lines, and embossed hardness; the integrity of the chain is the depth cue.","palette":"Cool steel-gray surface, deep blue accent for verified links, amber signal for the in-review open links, near-black chain rail.","typography":"A compact technical sans for node labels paired with a clean utilitarian sans for body, tuned to the mechanical link model.","desktopComposition":"The hero is the elongated chain band; later sections are ledger rows where each survey row shows a node, its state, and a short honest claim, forming an audit trail top to bottom.","mobileTransformation":"The chain breaks into vertical singles: each node becomes a fat row with a state dot, so scrolling reads a linear audit of checkpoints rather than a row of columns.","mediaStrategy":"No local assets exist; no media region. The chain-state visual system carries the evidence as filled vs. open links.","forbiddenPatterns":["no three-card KPI hero","no stacked feature-card grid","no app/device mockup frames","no decorative gradient glow or particles"],"compositionFingerprint":"Horizontal chain of filled/open verification nodes threaded by a taut line, rendered as an audit-trail ledger of state rows"},{"id":"question-cells","name":"The Question Field","projectMetaphor":"The student's mind as a field of question-cells: each quick quiz fills a cell when understanding is proven, while AI generates the next open cell. Review plants cells back into focus, and smart checks keep the field honest.","signatureVisual":"A dense matrix grid of small square cells in the hero: filled cells are solid, question-mark/empty cells are hollow. A sparse path links filled cells toward a filled master cell, showing the growth of genuine understanding.","heroGeometry":"A near-square block of cells dominating the lower-left, with the value proposition descending in a narrow column along the right edge of the field.","sectionSequence":["engaged-mind-field","quiz-fill-mechanism","ai-question-planting","adaptive-review-loop","honest-cell-verification","learner-contract"],"surfaceModel":"A field/tile surface: flat grid tiles with hairline joints, filled plaques vs. empty sockets; the pattern of fill across the field is the load-bearing visual and the only depth source.","palette":"Flat paper base, ink cells, a cerulean fill for verified understanding, a muted clay tint for pending open cells.","typography":"A wide grotesque for field labels and small monospaced cell idents on the grid, keeping the field mechanical and readable.","desktopComposition":"The hero is the cell field with the proposition on its right margin; following sections alternate a dense populated field view and a sparse field being filled, mirroring planting then growing.","mobileTransformation":"The cell matrix collapses into a single column of tiles one-per-row, each revealing fill state as it is scrolled, turning a grid into a fill-progress list.","mediaStrategy":"No local assets exist; no media region. The cell-fill field is the derived illustration of the understanding relationship.","forbiddenPatterns":["no slogan-plus-metrics hero","no interchangeable feature-card wall","no code/terminal/dashboard shell","no glow-grid-background crutch"],"compositionFingerprint":"Dense grid of filled/hollow understanding cells traversed by a short fill-path toward one master cell"}],"selectedDirectionId":"riddle-ladder","selectionRationale":"Of the three, riddle-ladder most directly expresses ViBe's verified mechanism: adaptive mastery as progress earned only when honestly gained, with the Vikram & Betaal riddle inspiration becoming the climbing-ladder metaphor rather than decoration. Its signature visual (stable rungs = understanding, hollow rungs = review, proctor ticks = honesty) encodes all four evidence claims — adaptive challenges, AI questions, smart proctoring, and engagement verification — in a single vertical figure, the strongest evidence fit. The vertical climb also gives the most distinct desktop (full-height ladder) vs. mobile (stepper checklist) recomposition, out-scoring verified-chain's simpler horizontal collapse. Its local, evidence-driven visual requires no fake product screenshots and avoids the forbidden defaults, while verified-chain's audit-trail and question-cells' matrix both risk resembling generic ledger or data-grid grammar."},"designBrief":{"schemaVersion":"dodot-design-brief-v1","selectedDirectionId":"riddle-ladder","projectMetaphor":"Adaptive mastery as an ascending ladder of riddles, where only honestly verified rungs become solid. Each question either earns a place (understanding) or stays hollow (needs review) — you climb only on ground you have really earned.","signatureVisual":"A vertical mastery ladder taking the full hero: filled rungs are solid ink blocks labeled with the skills a learner has mastered, while hollow outline rungs mark where a quick quiz flagged review. A small 'proctor' tick sits on each filled rung as the honesty marker.","compositionFingerprint":"Vertical climb-ladder of solid/hollow rungs tagged with proctor ticks, alternating wide rung rows and narrow review rows","heroGeometry":"A staggered two-column ascending ladder: the left column holds the ladder rail of rungs, the right holds a sparse list of the adaptive-check evidences tumbling down beside it.","sectionSequence":["manifesto","adaptive-mastery-mechanism","smart-check-loop","question-and-review-flow","proctoring-integrity","honesty-contract"],"surfaceModel":"Paper-and-rung: a near-white chalkboard paper surface with solid ink rungs, thin hairline rails, and generous negative space. Depth comes from the vertical climb rhythm, not shadows.","palette":"Warm paper off-white base, ink near-black, one saturated rust-vermillion as the 'verified' accent, and a muted sage for the 'needs review' states.","typography":"A high-contrast serif for spoken manifesto text paired with a tall geometric sans for rung labels and numerals, emphasizing climb steps.","desktopComposition":"The hero is the full-height ladder on the left with the value proposition set vertically beside the rail; following sections alternate a wide rung row with a tight review row to mimic climbing.","mobileTransformation":"The ladder rotates into a horizontal stepper: rungs become discrete checkpoints stacked top-to-bottom, each an equal card that fills/empties as evidence is read, so the climb reads as a checklist while scrolling.","mediaStrategy":"No local assets exist; no media region. The ladder itself is the evidence-driven visual, built entirely from verified and review states.","evidencePlan":["manifesto led by the zh-CN slogan '让学习更主动、更诚实' / 'Make learning active and honest'","adaptive-mastery-mechanism encodes the readme claim of adaptive challenges continuously assessing comprehension before advancement","smart-check-loop and question-and-review-flow encode the claims of AI question generation and prompted review on missing mastery","proctoring-integrity encodes the AI proctoring and engagement verification claim through proctor ticks on verified rungs","honesty-contract states the Vikram & Betaal riddle inspiration as the ladder's narrative root without overclaiming features","caveats (docs in progress, AI details undisclosed, no deployment examples) are honored by avoiding fabricated metrics or interfaces"],"localeContract":{"zh-CN":"自然的中文信息密度，口号与论述保持流畅的阅读节奏，阶梯与检查点的标签使用中文术语（掌握、需复习、监考、验证）。","en":"Natural English sentence rhythm with the same section sequence; ladder and checkpoint labels stay concise and technical in English."},"forbiddenPatterns":["no hero slogan over three metric cards","no interchangeable feature-card walls","no browser/terminal/editor/dashboard shell or mockup frame","no glowing grids, particles, or decorative gradients as a stand-in for an idea","no media region, since no safe local asset exists"]},"visualReview":{"schemaVersion":"dodot-automated-design-review-v1","status":"approved","summary":"页面忠实实现了所选的 riddle-ladder 方向：Hero 呈现一条贯穿始终的纵向掌握度阶梯，实心墨色横档标注已掌握技能并带有监考勾选标记，空心虚线横档标注需复习，与 signatureVisual 完全一致；阶梯本身即证据型视觉，无任何假产品截图或设备外壳。六个章节(01-05)与 Brief 的 sectionSequence 一一对应，暖纸白底、墨黑、锈红与鼠尾草绿配色以及衬线+无衬线排版均符合 surfaceModel 与 palette。事实均可在 material.json 中溯源(自适应挑战、AI 生成问题、AI 监考、参与度验证、Vikram & Betaal 灵感)，未引入任何幻构指标；caveats 在「待核实」账目行与范围项中被如实呈现。手机媒体查询将纵向阶梯改造为堆叠式卡片检查点，形成真正的重组而非最小宽度适配。双语六节结构、措辞、术语与信息密度一致且自然。未回退到通用 Hero/三卡/卡片墙，未见假控件(brokenImages=0, fakeControls=0, emptyLinks=0)。","checks":{"projectFit":{"passed":true,"evidence":"Hero 是纵向 mastery 阶梯，实心横档(.verified)带 SVG 勾选、空心/虚线横档(.review)对照；六章节序列与 design-brief 的 sectionSequence 完全一致；桌面两列(Hero 文案 + 阶梯轨道)；纸面白底、墨黑、锈红(verified)、鼠尾草绿(review)配色与衬线/粗体无衬线排版符合 brief。"},"evidenceBound":{"passed":true,"evidence":"Hero 口号引导 summary.localizations 的 slogan；自适应挑战、AI 生成问题、AI 监考、参与度验证、Vikram & Betaal 灵感均可回溯到 material.json 的 summary claims；caveats(文档完善中、AI 细节未公开、无部署示例)经「待核实/Unverified」账目行与范围项如实呈现；未展示任何幻构指标(stars/forks 等)。"},"signatureVisual":{"passed":true,"evidence":".ladder/.rung 结构真实存在于两个 HTML 中：.verified 横档为实心墨色块并含 .proctor-tick SVG 勾选，.review 横档为虚线边空心；纯 CSS/内联 SVG 构建，无图片依赖，aria-label 说明了阶梯语义。"},"mobileTransformation":{"passed":true,"evidence":"@media(max-width:820px) 将阶梯改为重构：移除左侧边界与 pin、隐藏 ladder::before，每个 .rung 变为等宽卡片网格(实心/空心检查点)自上而下堆叠，符合 brief 的横向 stepper/检查点列表重组，而非仅最小宽度缩放。"},"localeParity":{"passed":true,"evidence":"zh-CN 与 en 均为 6 节、同序、含义对等且措辞自然；zh-CN 使用自然中文信息密度与术语(掌握/需复习/监考/验证)，en 使用简洁技术英文；QA 显示 zh cjkCount=696 / en cjkCount=0，语言标记正确。"},"antiTemplate":{"passed":true,"evidence":"无口号+三指标卡 Hero、无可互换功能卡墙、无浏览器/终端/编辑器/仪表盘/设备外壳、无辉光网格或粒子；tight-item 为阶梯隐喻下的状态证据面板而非通用卡片墙；契约块背景的细线渐变仅作为纸面纹理提示(0.5 透明度)而非替代理念的装饰渐变。"},"noFakeUi":{"passed":true,"evidence":"勾选图标为 aria-hidden 的装饰性 SVG，非交互控件；footnote 链接指向 material 中的真实 experienceUrl 与 GitHub 仓库 URL；无按钮、无死控件；QA 确认 fakeControlCount=0、brokenImageCount=0、emptyLinkCount=0。"}},"issues":[]},"repairEvidence":[],"provenance":{"executor":"opencode","model":"deepseek/deepseek-v4-flash","opencodeVersion":"1.1.58","promptVersion":"dodot-showcase-deepseek-v4","inputHash":"036f5b6aefbc413dc8196e246fa628a89116ab066fda78787714f577a08f5431","artifactHash":"3818d4ac4db650897178595ac3bfad8219ddce1bc2058260059bf122a65e1ffd","designSkill":"dodot-showcase-design"},"qaEvidence":{"zh-CN":[{"viewport":"desktop","passed":true,"localePassed":true,"metrics":{"language":"zh-CN","h1Count":1,"h2Count":5,"sectionCount":6,"textLength":975,"cjkCount":696,"latinLetterCount":65,"scrollWidth":1280,"clientWidth":1280,"scrollHeight":3308,"h1Top":115.1875,"bottomInset":80.25,"brokenImageCount":0,"missingAltCount":0,"fakeControlCount":0,"emptyLinkCount":0},"screenshotHashes":{"top":"932a6d331b4303075b5a96c12e90600b7b8be9cf23211df5d7668c2bf3b92c61","middle":"bcc9ddf5c1c6aaf4a03fdca59bd6571d966f437a7c88caffc30cb7e1debe8c5b","bottom":"abf8c3debff03597afe4192b62e08820bbf418d2b45b4dea85873a365df4f769"},"consoleErrors":[],"networkRequests":[]},{"viewport":"mobile","passed":true,"localePassed":true,"metrics":{"language":"zh-CN","h1Count":1,"h2Count":5,"sectionCount":6,"textLength":975,"cjkCount":696,"latinLetterCount":65,"scrollWidth":390,"clientWidth":390,"scrollHeight":4608,"h1Top":99.1875,"bottomInset":80.234375,"brokenImageCount":0,"missingAltCount":0,"fakeControlCount":0,"emptyLinkCount":0},"screenshotHashes":{"top":"1b369f4b38581b651c1d33cac0205e7e5d4e4f79ec587bad8db8c8bb17abd4fd","middle":"3dff5c20f41c6849c2543bbada35ce52cc84aee5373d15305d6f8545625c040a","bottom":"1528b260c4b3f7496d5d508204c6b29a9ffba6988057afe28013d284161d3faf"},"consoleErrors":[],"networkRequests":[]}],"en":[{"viewport":"desktop","passed":true,"localePassed":true,"metrics":{"language":"en","h1Count":1,"h2Count":5,"sectionCount":6,"textLength":2714,"cjkCount":0,"latinLetterCount":2188,"scrollWidth":1280,"clientWidth":1280,"scrollHeight":3609,"h1Top":115.1875,"bottomInset":79.796875,"brokenImageCount":0,"missingAltCount":0,"fakeControlCount":0,"emptyLinkCount":0},"screenshotHashes":{"top":"241cceadca8f24adff50e565f0343e8a8a4b5b1e2e64ccbc366b48eb23e19f95","middle":"948dfae16f3be1b63035840bfd72a90937be2db93249f13db6320f2563d0ed49","bottom":"9aaca9ba6fd05c2e3d34f3fa8b9b0e251211ad786774f366c400c2211ed90d33"},"consoleErrors":[],"networkRequests":[]},{"viewport":"mobile","passed":true,"localePassed":true,"metrics":{"language":"en","h1Count":1,"h2Count":5,"sectionCount":6,"textLength":2714,"cjkCount":0,"latinLetterCount":2188,"scrollWidth":390,"clientWidth":390,"scrollHeight":4972,"h1Top":99.1875,"bottomInset":80.171875,"brokenImageCount":0,"missingAltCount":0,"fakeControlCount":0,"emptyLinkCount":0},"screenshotHashes":{"top":"0e6af90d53ea55f4d8d297be88c672093b627a56ddf66c4d7abb786185450287","middle":"db089558ecec369cfbdab8cfe8ffa71a643298a9d3d80d64a734d9af492d7141","bottom":"e430bf095033dad19c709d4e2c975f307af92bdff8dd33a4702b385c31eaf429"},"consoleErrors":[],"networkRequests":[]}]}},"generatorVersion":"opencode-1.1.58:deepseek/deepseek-v4-flash:dodot-showcase-deepseek-v4","publishedAt":"2026-08-20T10:12:08.287Z"},"rawExtraction":{"projectRevisionId":"cmt2zh3rf01y062719fwy7trx","projectVersion":1,"sources":[{"canonicalKey":"github:vicharanashala/vibe","role":"primary","revisionVersion":1,"url":"https://github.com/vicharanashala/vibe"}],"facts":[{"key":"repository_owner","value":"vicharanashala","evidence":[{"path":"repository.owner","excerpt":"vicharanashala"}]},{"key":"repository_name","value":"vibe","evidence":[{"path":"repository.name","excerpt":"vibe"}]},{"key":"description","value":"ViBe is an online learning platform that helps students stay engaged. It uses smart checks, quick quizzes, and flexible tools to make learning more active and honest.","evidence":[{"path":"repository.description","excerpt":"ViBe is an online learning platform that helps students stay engaged. It uses smart checks, quick quizzes, and flexible tools to make learning more active and honest."}]},{"key":"primary_language","value":"TypeScript","evidence":[{"path":"repository.language","excerpt":"TypeScript"}]},{"key":"license","value":"MIT","evidence":[{"path":"repository.license","excerpt":"MIT"}]},{"key":"source_count","value":"1","evidence":[{"path":"projectRevision.sources","excerpt":"github:vicharanashala/vibe"}]}],"taxonomy":{"category":"development_tools","subcategory":"data_ai_tools","confidence":0.65,"evidence":[{"path":"repository.description","excerpt":"ViBe is an online learning platform that helps students stay engaged. It uses smart checks, quick quizzes, and flexible tools to make learning more active and honest."}]},"lifecycle":{"stage":"active","confidence":0.75,"evidence":[{"path":"repository.pushedAt","excerpt":"2026-08-17T09:40:52.000Z"}]},"userIntents":[{"slug":"automate_work","label":"自动化工作流程","confidence":0.65,"evidence":[{"path":"repository.description","excerpt":"ViBe is an online learning platform that helps students stay engaged. It uses smart checks, quick quizzes, and flexible tools to make learning more active and honest."}]},{"slug":"create_content","label":"创作内容或设计","confidence":0.65,"evidence":[{"path":"repository.description","excerpt":"ViBe is an online learning platform that helps students stay engaged. It uses smart checks, quick quizzes, and flexible tools to make learning more active and honest."}]},{"slug":"learn_explore","label":"学习与探索","confidence":0.65,"evidence":[{"path":"repository.description","excerpt":"ViBe is an online learning platform that helps students stay engaged. It uses smart checks, quick quizzes, and flexible tools to make learning more active and honest."}]}],"readme":{"headings":["ViBe","[Click here to Watch](https://youtu.be/Qc0FY260A98)","Key Features","Inspiration","Quick Start","License","Feedback and Contributions"],"commands":[]},"changeSet":[{"field":"repository","beforeHash":"057fd645083b35ac089741e727699a5aeb8df030de7b00b6aca9a6b5b999e31a","afterHash":"beb84fbee0bad3a876e1454a34d86d261ceb787427254cbf96d44677b6aad01a"}]},"publishedAt":"2026-08-16T12:31:30.599Z","updatedAt":"2026-08-21T13:26:54.810Z","summary":{"id":"cmt2zh3ri01y26271rqrsa1o4","projectType":"product","oneLine":"通过智能测验和自适应复习提升学习参与度","overview":"ViBe 是一个在线学习平台，通过智能检查、快速测验和灵活工具帮助学生保持参与。它利用 AI 生成相关问题，并在学生未掌握时提示复习，确保扎实掌握后再进阶。平台还包含 AI 监考和参与度验证，维护学术诚信。适合教育工作者和学习者探索主动学习的新方式。","highlights":["自适应挑战","AI 生成问题","智能监考","参与度验证"],"bestFor":["教育工作者","学生","在线学习平台开发者"],"caveats":["文档仍在完善中","AI 功能的具体实现细节未公开","未提供部署或使用示例"],"categorySuggestion":"education","subcategorySuggestion":"learning_platforms","lifecycleStages":["idea_requirements","product_design","frontend","backend_data"],"audienceIntents":["discover","learn","evaluate"],"confidence":0.7,"evidence":[{"claim":"ViBe 是一个在线学习平台，通过智能检查、快速测验和灵活工具帮助学生保持参与度。","sourceType":"description","locator":"https://github.com/vicharanashala/vibe"},{"claim":"ViBe 使用自适应挑战持续评估学生理解，并在需要时提示复习材料，确保掌握后再进阶。","sourceType":"readme","locator":"https://github.com/vicharanashala/vibe"},{"claim":"ViBe 包含 AI 驱动的监考和参与度验证功能，以维护学术诚信。","sourceType":"readme","locator":"https://github.com/vicharanashala/vibe"},{"claim":"ViBe 的灵感来自印度经典故事《维克拉姆与贝塔尔》，通过谜题挑战强化学习。","sourceType":"readme","locator":"https://github.com/vicharanashala/vibe"}],"publishedAt":"2026-08-17T13:52:50.722Z"},"github":{"url":"https://github.com/vicharanashala/vibe","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/197844754?v=4","starsCount":110,"forksCount":286,"language":"TypeScript","syncedAt":"2026-08-17T13:49:26.435Z","license":"MIT","defaultBranch":"main","archived":false,"disabled":false,"lastChangedAt":"2026-08-17T09:40:52.000Z","missing":false},"tags":[],"updates":[]},"entryPoint":"discovery","claim":{"state":"unclaimed","verified":false},"initialView":"beautified","community":{"viewer":null,"state":{"likesCount":0,"creativeCount":0,"followersCount":0,"commentsCount":0,"liked":false,"creative":false,"followed":false},"comments":{"comments":[],"nextCursor":null}}}]}],"$L24"]