learn-from-materials SKILL.md skillA
learn-from-materials from ooooooomygosh/paper-research-coach is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ooooooomygosh/paper-research-coach/learn-from-materials@v1.1.0Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ooooooomygosh/paper-research-coach
- Path
ports/deepseek-harness/integrations/learn-from-materials/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1.0, committed Nov 5, 2026
- Size
- 10,573 bytes
- Repository stars
- 3
- License
- MIT
Turn books, PDFs, slides, documents, web pages and text into a source-grounded knowledge base, interactive learning HTML and Markdown in English or Chinese. Use for learning, summaries, explanations, review, quizzes, relationship maps, saving reusable methodology files, retrieving or comparing accumulated methods, and applying them to a real problem. 将材料转为可追溯知识库与交互学习页，支持中英文、关系图、方法论保存/检索/比较及应用；区分材料依据、推断与外部核验。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 知识学习助手 将材料转为可追溯知识库、离线交互 HTML 和同源 Markdown。模型理解原文、判断关系和实际复核；脚本提取、组装、校验与渲染。按任务读取下列参考，避免一次加载所有模式或重复撰写派生文件。 ## 先确定请求 输出语言按“用户明确要求 → 当前实质请求 → 已建立的对话语言”确定，忽略附件、引文、代码、路径和浏览器语言。支持 `zh-CN` / `en`；其他语言如实说明并询问支持的选择。新页面设置 `meta.language`、schema 4.3；保留原文引用和真实来源。语言与出处标签细则在 `references/language-relationships-application.md`。 | 当前任务 | 必读入口与执行边界 | | --- | --- | | 新材料学习 | `references/learning-depth-modes.md`、`references/material-processing.md`。用户已说系统学习、全量或 quick 时直接采用，否则只问一次深度；职业与兴趣留给 HTML 首次打开引导。 | | 新系统学习 | 在写作前读 `references/systematic-workflow.md`；按书籍／其他材料分别读 `references/book-quality-profile.md` 或 `references/material-quality-profile.md`。 | | 快速了解 | 读 `references/quick-workflow.md`；完整扫描结构，生成核心导读和 quick-audit，不运行系统学习的全量账本／题库预建；相同的语言、方法文件与最终交付约束仍适用。 | | 更新已有知识库 | `references/incremental-update-schema.md`，先暂存提取结果并计划影响范围，再执行更新与未受影响单元校验。 | | 修改已有学习页 | `references/page-update-workflow.md`。纯视觉调整保留 pageId、实体 ID、出处及本地存储关联，按变化范围重验。 | | 材料追问或方法应用 | `references/answer-protocol.md`；方法应用另读 `references/language-relationships-application.md` 的应用协议。 | | 方法保存／检索／比较 | `references/method-library.md`；仅使用用户指定的方法库，不改写原始卡片或把综合结果冒充材料。 | …
Read the whole file at its exact version.
How to install
mdr add ooooooomygosh/paper-research-coach/learn-from-materials@sha256:d591a46f72ee34beThe line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_segryqi7yne65ivj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10573 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ooooooomygosh/paper-research-coach · 3 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_segryqi7yne65ivj GET https://markdownregistry.com/api/v1/resolve?ref=ooooooomygosh/paper-research-coach/learn-from-materials GET https://markdownregistry.com/api/v1/blob/d591a46f72ee34beaeed520c5a8bad2f3f21cf25011d22c0e0d6eabfed4fb2d4
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.