Thesis DOCX
catlog22/maestro-flow
Create, revise, and format thesis or dissertation Word documents with strict academic formatting control.
课程知识框架梳理工具 — 把课程主题或教材资料提炼成结构化知识脉络图，支持三档深度输出与多格式导出. An agent skill from infometa/workbuddyskills.
Install Knowledge Framework Builder
$ npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install infometa/workbuddyskills knowledge-framework-builder --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/knowledge-framework-builder .claude/skills/knowledge-framework-builder && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "knowledge-framework-builder" agent skill from https://github.com/infometa/workbuddyskills/tree/main/skills/knowledge-framework-builder into .claude/skills/knowledge-framework-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-framework-builder", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/infometa/workbuddyskills/tree/main/skills/knowledge-framework-builderType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install infometa/workbuddyskills knowledge-framework-builder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/knowledge-framework-builder .agents/skills/knowledge-framework-builder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "knowledge-framework-builder" agent skill from https://github.com/infometa/workbuddyskills/tree/main/skills/knowledge-framework-builder into .agents/skills/knowledge-framework-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-framework-builder", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install infometa/workbuddyskills knowledge-framework-builder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/knowledge-framework-builder .cursor/skills/knowledge-framework-builder && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "knowledge-framework-builder" agent skill from https://github.com/infometa/workbuddyskills/tree/main/skills/knowledge-framework-builder into .cursor/skills/knowledge-framework-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-framework-builder", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/infometa/workbuddyskills.git --path skills/knowledge-framework-builder--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install infometa/workbuddyskills knowledge-framework-builder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/knowledge-framework-builder .gemini/skills/knowledge-framework-builder && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "knowledge-framework-builder" agent skill from https://github.com/infometa/workbuddyskills/tree/main/skills/knowledge-framework-builder into .gemini/skills/knowledge-framework-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-framework-builder", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install infometa/workbuddyskills knowledge-framework-builderInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/knowledge-framework-builder .github/skills/knowledge-framework-builder && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "knowledge-framework-builder" agent skill from https://github.com/infometa/workbuddyskills/tree/main/skills/knowledge-framework-builder into .github/skills/knowledge-framework-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-framework-builder", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install infometa/workbuddyskills knowledge-framework-builder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/knowledge-framework-builder .opencode/skills/knowledge-framework-builder && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "knowledge-framework-builder" agent skill from https://github.com/infometa/workbuddyskills/tree/main/skills/knowledge-framework-builder into .opencode/skills/knowledge-framework-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-framework-builder", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
knowledge-framework-builder- GitHub stars
- 344
- Token cost
- ~3.8k tokens
- SKILL.md length
- 495 words
- Files
- 16 (incl. scripts, references, assets)
- Skills in repo
- 235
- Repo updated
- First seen
- Licence
- None found
At a glance
课程知识框架梳理工具 — 把课程主题或教材资料提炼成结构化知识脉络图，支持三档深度输出与多格式导出. An agent skill from infometa/workbuddyskills.
- Works in 10 steps: 三档深度自动切换：用户不选档，Skill 按输入内容自动判断 → 节点级防幻觉溯源：含数字 / 专名 / 公式 / 名词的节点， → 概念依赖关系必须"克制"挖掘 → …
- Tasks that involve Curriculum and course design
- SKILL.md covers 何时触发, 核心原则, framework.md 内容规范 and 关键反模式（NEVER 列表）, plus 4 more sections
- Runs Python scripts from its folder
What it does
Knowledge Framework Builder is an agent skill from infometa/workbuddyskills. 课程知识框架梳理工具 — 把课程主题或教材资料提炼成结构化知识脉络图，支持三档深度输出与多格式导出。 UseWhen: 1. 用户需要把课程/教材/笔记整理成知识框架或思维导图 2. 用户需要了解某门课的知识脉络、核心知识点、概念依赖关系 3. 用户提到"知识框架"、"知识脉络"、"章节脉络"、"课程梳理"、"知识梳理"、"核心知识点"、"重点提炼" 4. 用户提到"前置课程"、"概念依赖"、"教材目录梳理"、"教材结构图"、"笔记重组" 5. 用户提到"学科地图"、"学习地图"、"复习框架"、"考点框架"、"Markmap 生成"、"OPML 导出" 6. 用户提到 syllabus to mind map、study framework、textbook outline、course mind map、knowledge framework
Its SKILL.md is about 3.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 18 other files, including scripts, reference files and assets (for example `references/cli-usage.md`, `references/concept-dependency-taxonomy.md` and `references/examples-index.md`).
It sits in Education, covering Curriculum and course design. It works with Microsoft Word and Mermaid. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.
When your agent uses it
- Tasks that involve Curriculum and course design
Example prompts
- “4. 用户提到”
- “教材目录梳理”
- “5. 用户提到”
- “/knowledge-framework-builder”
Requirements
- Python 3
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- 三档深度自动切换：用户不选档，Skill 按输入内容自动判断
- 节点级防幻觉溯源：含数字 / 专名 / 公式 / 名词的节点，
- 概念依赖关系必须"克制"挖掘
- 重点节点选择必须可解释
- 节点讲解 200-500 字：按用户水平调整
- 多格式输出
- 中文原生：中国用户为主，反馈全中文；保留 Markmap / Mermaid / OPML 等专有名词英文。
- 多格式输入支持：支持 Markdown / DOCX / 纯文本 / PDF（文本层优先）/ 图片截图（OCR 识别）/ URL 网页（抓取正文）。图像层 PDF / 扫描件识别质量较低时，提示用户确认是否继续；识别结果标注为 ocr_extracted，提醒用户核对。
- 单次处理上限 1 门课：超过 1 门课 / 节点数 > 100 → 拒绝并建议分课处理或按一级分支拆分。
- 关键决策处人类确认（防自主失控）：以下 4 个高风险节点必须暂停等用户回应，绝不静默继续
What it can do on your machine
Read from SKILL.md and the folder at commit 75a5ad9. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 5 files in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Knowledge Framework Builder loads about 3.8k tokens when it runs, and up to ~22k if it reads all its reference files. Until then it costs about 101 tokens; SKILL.md has 495 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 495 words (~3,827 tokens).
- name
- knowledge-framework-builder
- version
- 1.0.0
- display_name
- 知识框架梳理
- display_name_en
- Knowledge Framework Builder
- description_zh
- 课程知识框架梳理工具，支持输入课程主题或教材资料（Markdown / DOCX / PDF / 图片截图 / URL），自动生成三档深度知识脉络图（框架 / 重点讲解 / 全节点讲解），含核心知识点提炼、概念依赖关系图、防幻觉溯源标注，多格式输出（Markdown / Markmap / Mermaid /…
- description_en
- Course knowledge framework builder that ingests a course topic or teaching materials (Markdown, DOCX, PDF, images, URLs) and outputs a three-depth knowledge…
- author
- TPD
Files
SKILL.md and 15 other files (scripts, references, assets) in skills/knowledge-framework-builder of infometa/workbuddyskills.
- SKILL.md
- assets/report-template.html
- references/cli-usage.md
- references/concept-dependency-taxonomy.md
- references/examples-index.md
- references/framework-rubric.md
- references/input-schema.md
- references/outline-parsing-heuristics.md
- references/output-schema.md
- references/prompt-templates.md
- references/provenance-spec.md
- scripts/assemble_result.py
- scripts/parse_outline.py
- scripts/render_outputs.py
- scripts/validate_input.py
- scripts/verify_provenance.py
Open the folder on GitHubat commit 75a5ad9
Compare with similar skills
Knowledge Framework Builder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Knowledge Framework Builder this skillinfometa/workbuddyskills | 344 | — | ~3.8k | Automated safety check: Pass | None | |
| Thesis DOCXcatlog22/maestro-flow | 564 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Thesis CreatorStars-OC/thesis-creator | 228 | — | ~2.8k | Automated safety check: Pass | MIT | |
| Syllabusalirezarezvani/claude-skills | 28k | 1 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Researchalirezarezvani/claude-skills | 28k | — | ~4.3k | Automated safety check: Pass | MIT | |
| Markdown to Word Convertercat-xierluo/SuitAgent | 206 | — | ~559 | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Knowledge Framework Builder
What does Knowledge Framework Builder do?
课程知识框架梳理工具 — 把课程主题或教材资料提炼成结构化知识脉络图，支持三档深度输出与多格式导出. An agent skill from infometa/workbuddyskills. Knowledge Framework Builder is an agent skill from infometa/workbuddyskills. 课程知识框架梳理工具 — 把课程主题或教材资料提炼成结构化知识脉络图，支持三档深度输出与多格式导出。 UseWhen: 1.
When should I use Knowledge Framework Builder?
Knowledge Framework Builder fits situations like: tasks that involve Curriculum and course design.
How do I install Knowledge Framework Builder in Claude Code?
Run `npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a claude-code`. Or copy the skill folder (skills/knowledge-framework-builder in infometa/workbuddyskills) into .claude/skills/knowledge-framework-builder in your project. Claude Code loads it when a task matches its description.
How do I install Knowledge Framework Builder in Codex?
Run `npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a codex`. Or copy the skill folder (skills/knowledge-framework-builder in infometa/workbuddyskills) into .agents/skills/knowledge-framework-builder in your project. Codex loads it when a task matches its description.
Can I use Knowledge Framework Builder in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add infometa/workbuddyskills --skill knowledge-framework-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/knowledge-framework-builder, .gemini/skills/knowledge-framework-builder, .github/skills/knowledge-framework-builder and .opencode/skills/knowledge-framework-builder in your project.
What does Knowledge Framework Builder need to run?
Going by SKILL.md and its folder, Knowledge Framework Builder needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Knowledge Framework Builder access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Knowledge Framework Builder safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Knowledge Framework Builder use?
No licence was found for Knowledge Framework Builder or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Knowledge Framework Builder use?
About 3.8k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 18k tokens, read only when the agent opens those files.
What are the alternatives to Knowledge Framework Builder?
Skills that share tags, products or a category with Knowledge Framework Builder: Thesis DOCX (catlog22/maestro-flow, 564 stars), Thesis Creator (Stars-OC/thesis-creator, 228 stars), Syllabus (alirezarezvani/claude-skills, 28k stars) and Research (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Knowledge Framework Builder?
infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 344 GitHub stars. The repository holds 235 skills in this directory. The repository was last updated on October 7, 2026.
Source: infometa/workbuddyskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.