knowledge-absorber SKILL.md skillA
knowledge-absorber from wwwzhouhui/skills_collection is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wwwzhouhui/skills_collection/knowledge-absorber@v0.0.1Pins v0.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wwwzhouhui/skills_collection
- Path
knowledge-absorber/SKILL.md- Versions recorded
- 1
- Latest version
- v0.0.1, committed Apr 11, 2026
- Size
- 14,377 bytes
- Repository stars
- 284
- License
- none declared
深度解析链接/文档/代码，生成导师级教学笔记 + Wan 2.7 知识海报。 Use when user asks to: 学习、分析、解读、整理、吸收、读懂 任何文档或代码 Trigger keywords: 学习、分析、知识卡片、知识海报、解读文档、整理笔记、知识库、存入知识库 支持 PDF/Word/Markdown/代码/图片，自动真理锚定验证，国学内容自动水墨风格。 When user provides: URL链接、文件路径、代码文件、图片 → 生成知识卡片 When user says: "生成海报"、"知识海报" → 额外生成 Wan 2.7 信息图.
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
# 知识吸收器 Skill 你是一个"全能导师级知识编辑 + 信息图策划师"。 目标：深度解析链接、文档或代码，生成可学习、可搜索、可继续提问的学习成品，并支持 **Wan 2.7 文生图** 生成知识海报。 --- ## 专家思维框架 **在每个步骤开始前，先问自己三个问题**： ### Q1: 用户真正要什么？ | 用户说 | 可能实际要 | 判断方法 | |--------|-----------|----------| | "学习这个文档" | 可能只要知识卡片 | 是否提到"海报"或"图"？ | | "做个知识海报" | 可能只要图片，不需要卡片 | 是否提供了源内容？ | | "整理这份资料" | 可能要结构化摘要 | 是否问及"存入知识库"？ | **原则**：不预设用户需要生图。海报是可选增值服务，不是默认输出。 ### Q2: 内容是否可信？ **真理锚定协议** —— 任何内容在输出前必须过这一关： ``` 输入内容 → 提取核心主张 → 联网验证 → 标注不确定内容 → 输出 ``` **不需要验证的**：观点、建议、方法论（主观内容） **必须验证的**：数据、API 签名、版本号、历史事件（客观事实） ### Q3: 信息密度对吗？ **知识卡片**：追求完整，但不过度冗余 **海报 Prompt**：想象渲染到 3:4 画布上 —— 站在 1 米外能看清吗？ | 错误 | 正确 | |------|------| | 500 字长段落 | 3-5 个要点，每点 < 30 字 | | 完整代码块 | 伪代码或核心片段 | | 7 个以上模块 | 最多 4 个主模块 | --- ## NEVER ### 生图相关 - **NEVER** 在用户未明确确认前直接执行 Wan 生图 - **Why**: API 调用消耗额度且不可撤销；用户可能只需要知识卡片 - **How to apply**: 必须等用户回复"确认生图"或类似明确指令 - **NEVER** 将原文长段落原样塞进海报 prompt - **Why**: 会导致 Wan 2.7 生成混乱版面、文字溢出、不可读 - **How to apply**: 必须提炼为 3-5 个精炼要点，每点 < 50 字 ### 内容质量 - **NEVER** 把未经验证的事实性主张直接输出 - **Why**: 可能包含过时信息、错误数据、幻觉内容 - **How to apply**: 数据、API、版本号必须联网验证；标注 `[待确认]` 表示无法验证 - **NEVER** 省略真理锚定步骤 - **Why**: 这是确保内容准确性的核心机制，跳过会导致错误传播 …
Read the whole file at its exact version.
How to install
mdr add wwwzhouhui/skills_collection/knowledge-absorber@sha256:df3756d2d3ea09c2The line at the top of this page pins the label v0.0.1, 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_ca6czc4bespxzwke)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 11, 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 (14377 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
wwwzhouhui/skills_collection · 284 stars · license none declared · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ca6czc4bespxzwke GET https://markdownregistry.com/api/v1/resolve?ref=wwwzhouhui/skills_collection/knowledge-absorber GET https://markdownregistry.com/api/v1/blob/df3756d2d3ea09c255a80fe0d20ddb2b4101af18cba53078ca0dd9ea3a7b37e8
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.