v4.2.0 · Textbook Edition Discovery

教材版次与联网查找 · Textbook edition discovery

• 支持「最新版」「2025 版」「2025 年印刷」「2025 秋季版」，区分出版版次、印次和学期用书。
• 内置索引找不到匹配时，先查 ChinaTextbook 的最新目录，再联网找对应的原书。核对版权页和学习范围后，使用原书页码和原图生成材料。
• Find the latest or a year-specific mainland Chinese K–12 textbook. Edition years, printing years and school terms are handled separately.
• When the bundled index has no verified match, check the current ChinaTextbook repository and then search the web. Verified originals retain their source, exact PDF pages and illustrations in the private course archive.

验证 · Validation

282 automated tests passed. An externally sourced textbook was rejected for the wrong edition year, then accepted under its verified year and used to generate a source-linked lesson with its original illustration.

Omni Learning Anything v4.1.0

Short checks that test understanding

Ask for 1–3 questions after a lesson. The agent can give a new application, ask you to explain a mistake, use an original exercise, or check recall. For example, after learning rectangle perimeter, try calculating the trim for a sign with new dimensions and explain which sides someone left out.

Before preparing a question, the agent reads the original evidence and re-solves the question to verify its answer and grading criteria. Textbook and personal-material checks use the cited pages or units of the selected material. The runtime checks those evidence bindings and keeps the review and answer key private before the learner responds.

Existing frozen quizzes and answer records remain available. This release also includes the textbook course-revision fix that preserves the original PDF and illustration.

Validation

• 279 automated tests passed on Python 3.12, including new-question review, copied and out-of-scope question rejection, and legacy quiz compatibility.
• An isolated installation of the release ZIP completed a check on an actual textbook lesson. It rejected an unsupported excerpt, accepted the new scenario, hid the answer before submission, and returned source-linked feedback.

Omni Learning Anything v4.0.0

中国大陆中小学教材模式

• 内置 1,945 册学生教材与 4 册读本的索引，覆盖小学、初中和普通高中。选定版本后按需读取对应教材。
• 支持整册、章节、概念和公式。学习材料按学段调整讲法，插图直接裁自所选教材，并保留原书出处与页码。
• 扫描页可使用本地 OCR。README 新增两份带历史教材原图的公开样例。

试试「帮我用人教版小学三年级上册数学学长方形的周长公式」。

Mainland China school textbook mode

Choose a textbook, then study a volume, chapter, concept or formula. Lessons adapt to the learner's age and use original figures cropped from cited textbook pages. The release ZIP includes the catalog, with source PDFs acquired on demand.

Textbook samples · Validation

Omni Learning Anything v3.2.0

New in v3.2.0

• Adds the remaining 33 courses from the catalog review, with new pathways across calligraphy, art, film, economics and law, aerospace, first-aid literacy, ecology, sustainable energy, and applied AI.
• Adds independent chapter-based reading guides for Tsinghua’s AI General Education Redbook and Smarthistory’s Reframing Art History.
• The built-in catalog now includes 65 courses and two open references. It records source editions and access conditions, including when a pathway uses a public outline and the original teaching materials require enrollment.

中文：新增 33 门课程和 2 套开放参考资料，内置目录共 67 条路径。升级后可发送「展示内置课程和开放资料」，或直接说「我想读清华人工智能通识教育红皮书」。

Catalog and source notes · Installation and update guide

Verify the ZIP with the matching SHA256SUMS asset before a standalone installation. Use the updater from the downloaded v3.2.0 bundle for a managed ZIP upgrade.

Omni Learning Anything v3.1.0

New in v3.1.0

• Adds 20 source-backed courses and grows the catalog to 32 learning pathways. New university routes include Chinese architecture, Kunqu opera, Tang and Song poetry, art history, rhetoric, microeconomics, climate science, and AI.
• Adds OpenAI Academy AI Foundations and Applied AI Foundations, Anthropic AI Fluency, and the Hugging Face AI Agents Course.
• Records the original source edition, unit order, access conditions, and course provider. OpenAI Academy's two routes use its public course outline. Original course participation requires sign-in.
• Improves discovery for similar course titles while preserving existing approved course snapshots.

中文：新增 20 条学习路径，累计 32 条。可按个人时间学习清华古建筑、北大昆曲、交大唐诗宋词，也可从高校和 AI 机构课程学习 AI 通识、工作流与 Agent 开发。问 Agent「展示内置课程」即可开始选课。

Full catalog and source notes · Installation and update guide

Use the Skill ZIP and the matching SHA256SUMS asset for a verified standalone installation.

v3.0.0 — University course pathways

Start from a university course name, your own materials or a personal learning goal.

• 12 source-backed pathways across Harvard, Yale, MIT and Stanford, with original source editions, ordered session correspondence and personal-time adaptation.
• Guided first-use course choices when undecided; immutable selected course snapshots and explicit partial scope.
• Existing ten course languages, personal materials, local/cloud documents, learner-started light checks, grounded feedback and review remain available.
• Six real multilingual plan/Day01 sets in PDF and offline HTML; refreshed ten-language READMEs with an actual-page collage and course catalog.
• Read-only native-registry packaging recognition, while managed ZIP adoption and updates retain strict safety checks.

These are independent learning guides. Original lectures are not bundled, and a brief session is not equivalent to the original course workload, university credit or endorsement.

Validation: 255 tests passed; 68 source-matching bundle files; extracted offline CLI checks; actual v2.6.0-to-v3.0.0 managed upgrade with preserved external fixtures; 36 PDF pages visually reviewed. Source and teaching reviews, packaging checks and exact limits are recorded in docs/release-validation-v3.0.0.md.

Sample gallery: https://github.com/ShawnRen57/omni-learning-anything/tree/main/examples/university

Install with the attached complete Skill ZIP, or use the repository’s documented native/community installation route. PDF needs XeLaTeX; other formats do not. Installing the Skill does not grant cloud access or missing host tools.

v2.6.0 — Easier installation and first use

v2.6.0 — Easier installation and a smoother first course

• Install through chat, the community skills CLI, native Codex/Claude Code tooling, or a complete Skill ZIP.
• Check complete files and actual client discovery/enabled state, including host-specific command names.
• Set up only your chosen format and cloud route; get help with the exact missing dependency or official authorization step. Hosts missing timezone data get a conditional fix.
• Keep courses, learning records and connections outside the Skill. Verified standalone ZIP updates retain a backup, reject local edits and recover the old installation on ordinary failures or Ctrl-C.
• Preserve existing courses and approvals when updating. No new quiz timers or reminders.

更容易安装，也更容易开始第一门课程：支持对话、npx、原生入口和 ZIP；按所选格式检查环境，官方账号授权只补缺失步骤，更新时保留已有课程、学习记录和连接。

Download the complete Skill ZIP below. See the README for all install entry points and the release validation report for actual coverage and limits. Native client inventory is tested; no blanket UI/model-invocation or new cloud-account-write acceptance is claimed.

v2.5.0 — Review at your own pace

Release v2.5.0 — Review at your own pace

• Return to a small review queue based on your real answers, within your daily learning time. Choose new lessons first, balanced learning, or review only.
• See what your answers show, inspect sources, correct judgments and keep your own self-reports separate. Recaps are available when you ask.
• Export current undisputed review cards to Anki as a one-way CSV.
• Review proposed changes to future lessons, then accept a separate course version. Your old plan and history stay available; the new plan still needs normal approval.
• No quiz reminders, review timers or automatically scheduled assessments.

回到学习时，可在每日时间内进行少量复习；查看有依据的学习回顾、纠正判断，并按需导出 Anki 卡片。后续课程调整先看方案、确认后创建新版本，保留原有计划与学习历史。

Install or update with the attached complete Skill ZIP. See README for ten-language instructions and the release validation report for checks and limits. Anki export is one-way; no native Anki import or new cloud-account acceptance is claimed for this release.

v2.4.0 — Learn from your own materials

Learn from your own books, papers and course materials, with explanations and checks that point back to the original.

What is new

• Import text PDF, TXT, Markdown, HTML snapshots, DOCX, EPUB, PPTX and SRT/VTT transcripts. Legacy DOC/RTF uses an installed trusted converter; unavailable, scanned, encrypted or unsupported content receives clear guidance.
• Choose pages, chapters or exact sections, including nested subsections, and exclude what you do not want to study. Your course keeps its chosen material edition and range.
• Select material-only study, material-first with external supplements, or open exploration. Explanations and optional short checks use original page/chapter/slide/timestamp references; private files do not get invented web links.
• Retain prior versions and recover failed imports. Local passive readers and bounded scoped retrieval require no vector database or separate model service.
• Existing lightweight, learner-started checks remain optional; no quiz reminders or scheduled quiz tasks are added.

Install

Download omni-learning-anything-skill-v2.4.0.zip and verify SHA256SUMS. Keep the complete skill folder and preserve existing course archives.

Verification scope

193 automated tests passed; all 56 ZIP entries match source. The extracted CLI completed a synthetic material-to-course/check workflow. Native DOC conversion was exercised on this Mac. OCR, media understanding, complex formula/chart fidelity, fresh cloud-native visual acceptance and learning gains are not claimed. See docs/release-validation-v2.4.0.md for details.

v2.3.0 — Lightweight checks and grounded feedback

Check your understanding when you are ready, with short questions and grounded feedback.

What is new

• Ask your agent to check a lesson after reading. Answer 1–3 choices, brief questions or a short conversation; get explanations and a small next step. No quiz timers or reminders are created.
• Keep interactions light: no essays, real coding, device tasks, experiments or projects unless you explicitly requested practical training. Suitable native host cards are used where available; ordinary conversation remains supported.
• Ask for a hint, skip, reveal an explanation, pause and continue. Raw answers survive interrupted grading, and hints/solutions are distinguished from independent answers.
• Dispute feedback, preserve corrections and question versions, and export or remove private assessment records. Course delivery and learning evidence stay separate.

Install

Download omni-learning-anything-skill-v2.3.0.zip and verify SHA256SUMS. Preserve the complete skill folder and your existing course archive.

Validation

171 automated tests passed. All 50 ZIP files match source; the extracted CLI completed a short-check and export/recovery cycle. Native-card UI across hosts and real learner effectiveness were not tested. See docs/release-validation-v2.3.0.md for exact scope.