Manim Video Production
browser-use/video-use
Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories.
“工作台会话挂载了教师课堂录像/讲义材料时使用。”
MITAuto-check passed
Install Teacher Style Clone
$ npx skills add THU-MAIC/OpenMAIC --skill teacher-style-clone -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install THU-MAIC/OpenMAIC teacher-style-clone --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/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent-runtime/teacher-style-clone .claude/skills/teacher-style-clone && 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 "teacher-style-clone" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/agent-runtime/teacher-style-clone into .claude/skills/teacher-style-clone/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "teacher-style-clone", 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/THU-MAIC/OpenMAIC/tree/main/skills/agent-runtime/teacher-style-cloneType 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 THU-MAIC/OpenMAIC --skill teacher-style-clone -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install THU-MAIC/OpenMAIC teacher-style-clone --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agent-runtime/teacher-style-clone .agents/skills/teacher-style-clone && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "teacher-style-clone" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/agent-runtime/teacher-style-clone into .agents/skills/teacher-style-clone/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "teacher-style-clone", 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 THU-MAIC/OpenMAIC --skill teacher-style-clone -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install THU-MAIC/OpenMAIC teacher-style-clone --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agent-runtime/teacher-style-clone .cursor/skills/teacher-style-clone && 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 "teacher-style-clone" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/agent-runtime/teacher-style-clone into .cursor/skills/teacher-style-clone/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "teacher-style-clone", 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/THU-MAIC/OpenMAIC.git --path skills/agent-runtime/teacher-style-clone--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 THU-MAIC/OpenMAIC --skill teacher-style-clone -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install THU-MAIC/OpenMAIC teacher-style-clone --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agent-runtime/teacher-style-clone .gemini/skills/teacher-style-clone && 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 "teacher-style-clone" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/agent-runtime/teacher-style-clone into .gemini/skills/teacher-style-clone/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "teacher-style-clone", 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 THU-MAIC/OpenMAIC teacher-style-cloneInstalls 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 THU-MAIC/OpenMAIC --skill teacher-style-clone -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agent-runtime/teacher-style-clone .github/skills/teacher-style-clone && 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 "teacher-style-clone" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/agent-runtime/teacher-style-clone into .github/skills/teacher-style-clone/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "teacher-style-clone", 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 THU-MAIC/OpenMAIC --skill teacher-style-clone -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install THU-MAIC/OpenMAIC teacher-style-clone --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agent-runtime/teacher-style-clone .opencode/skills/teacher-style-clone && 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 "teacher-style-clone" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/agent-runtime/teacher-style-clone into .opencode/skills/teacher-style-clone/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "teacher-style-clone", 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
teacher-style-clone- GitHub stars
- 40k
- Token cost
- ~960 tokens
- SKILL.md length
- 523 words
- Files
- 2
- Skills in repo
- 25
- Repo updated
- First seen
- Licence
- MIT
At a glance
- Works in 5 steps: confirm every derivative is ready → read the whole transcript in order → inspect keyframes for visual style → …
- SKILL.md covers Step 1 — confirm every…, Step 2 — read the whole…, Step 3 — inspect keyframes for… and Step 4 — verify hypotheses…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
About this skill
Teacher Style Clone is a skill in THU-MAIC/OpenMAIC (40k stars). Its SKILL.md is about 960 tokens, with 1 other file in the folder. Licence: MIT.
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 4c67608. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Teacher Style Clone loads about 960 tokens when it runs. Until then it costs about 11 tokens; SKILL.md has 523 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from THU-MAIC/OpenMAIC at commit 4c67608, republished under its MIT licence (© THU-MAIC). 523 words, ~960 tokens.
Download SKILL.mdSave it as
.claude/skills/teacher-style-clone/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- teacher-style-clone
- description
- 工作台会话挂载了教师课堂录像/讲义材料时使用。
- title
- 名师风格
Teacher style extraction and transfer
Extract how the teacher teaches, then teach the user's requested topic in that style. The source material is evidence about delivery and presentation; it is not automatically factual source material for the new course.
The learner-facing name for this mode is 「名师风格」. Never expose the words "clone" or "style transfer" to the learner. The result should simply feel like a lesson taught in the evidenced style.
Step 1 — confirm every derivative is ready
Call list_materials before drawing conclusions. Identify the attached source
materials and confirm extraction is complete. For recordings, verify that the
session exposes the transcript and keyframe derivatives. If extraction is idle,
call extract_material first; if it is pending or running, call
wait_for_materials and list again; if it failed, tell the user what failed instead
of inventing a profile from incomplete evidence.
Step 2 — read the whole transcript in order
Use read_material to page through every transcript derivative from offset 0
to the final page. Do not sample only the beginning. As you read, build a
compact style profile in your reasoning covering:
- openings and transitions;
- catchphrases, address terms, and sentence rhythm;
- concrete-versus-abstract example habits;
- pacing, recaps, rhetorical questions, pauses, and humor;
- what is said aloud versus emphasized visually.
Support each claim with short transcript evidence and its timestamp. Frequency and distribution matter: distinguish a repeated habit from a phrase used once.
Step 3 — inspect keyframes for visual style
When the transcript contains a [keyframe@mm:ss](mat_xxx) marker, sample the
referenced frame with read_material. Use frames across the recording rather
than adjacent duplicates. Record visual evidence such as board-writing density,
slide composition, hierarchy, color use, teacher position, gestures, and the
relationship between speech and what remains on screen.
Do not infer visual style when the recording has no readable keyframes.
Show full SKILL.md (228 more words)Show less
Step 4 — verify hypotheses with search
Use search_material to test specific transcript hypotheses after the full
read. Search catchphrases and recurring sentence forms, compare their frequency,
and revisit the surrounding snippets. Search verifies a proposed pattern; it
never replaces reading the transcript in order.
Treat unsupported or contradicted hypotheses as absent from the final profile.
Step 5 — transfer the profile into generation inputs
Plan the course in the conversation, then create_stage and call
generate_scene once per page with an explicit brief. Put the complete,
evidence-backed style profile into each page's brief under a ## 讲课风格
section, alongside any independently verified subject facts the requested
course needs. Include the load-bearing instructions: opening ritual, phrasing
habits, example pattern, pacing, interaction rhythm, and visual presentation.
For every page, put the relevant evidence and concrete style directions in
generate_scene.materialFacts. Examples: 「以复习上节课的问题开场」、「先用一个具体例子建立
直觉，再给出公式」、「页尾用已核验的口头禅式小结」。Do not merely
refer to a profile by name: the page generator only receives the text placed
in each page's brief and materialFacts.
Hard rules
- Clone the evidenced style, not the teacher's identity. Never fabricate biography, opinions, endorsements, or personal claims.
- Keep the requested topic factually correct on its own terms. Do not import unrelated claims from the lecture just because they appear in the transcript.
- The source topic appears in the learner-facing course only when the user asks for that topic.
- Every style claim needs transcript or keyframe evidence. Omit guesses.
© THU-MAIC, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/agent-runtime/teacher-style-clone of THU-MAIC/OpenMAIC.
- SKILL.md
- outline-constraints.json
Open the folder on GitHubat commit 4c67608
Compare with similar skills
Teacher Style Clone 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 |
|---|---|---|---|---|---|---|
| Teacher Style Clone this skillTHU-MAIC/OpenMAIC | 40k | — | ~960 | Automated safety check: Pass | MIT | |
| Manim Video Productionbrowser-use/video-use | 29k | 6 repos | ~3k | Automated safety check: Pass | MIT | |
| Logseq Review Workflow Evallogseq/logseq | 45k | — | ~1k | Automated safety check: Pass | AGPL-3.0 | |
| Baoyu URL To Markdownsdyckjq-lab/llm-wiki-skill | 2.5k | 2 repos | ~3.2k | Automated safety check: Pass | None | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Obsidian CLIAtmosphere/atmosphere | 3.8k | 13 repos | ~795 | Automated safety check: Pass | Apache-2.0 |
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Questions about Teacher Style Clone
How do I install Teacher Style Clone in Claude Code?
Run `npx skills add THU-MAIC/OpenMAIC --skill teacher-style-clone -a claude-code`. Or copy the skill folder (skills/agent-runtime/teacher-style-clone in THU-MAIC/OpenMAIC) into .claude/skills/teacher-style-clone in your project. Claude Code loads it when a task matches its description.
How do I install Teacher Style Clone in Codex?
Run `npx skills add THU-MAIC/OpenMAIC --skill teacher-style-clone -a codex`. Or copy the skill folder (skills/agent-runtime/teacher-style-clone in THU-MAIC/OpenMAIC) into .agents/skills/teacher-style-clone in your project. Codex loads it when a task matches its description.
Can I use Teacher Style Clone 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 THU-MAIC/OpenMAIC --skill teacher-style-clone -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/teacher-style-clone, .gemini/skills/teacher-style-clone, .github/skills/teacher-style-clone and .opencode/skills/teacher-style-clone in your project.
What does Teacher Style Clone need to run?
SKILL.md names no scripts, command-line tools or credentials: Teacher Style Clone is instructions for the agent only.
Does Teacher Style Clone 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 Teacher Style Clone 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. Review the folder before installing.
What licence does Teacher Style Clone use?
Teacher Style Clone is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Teacher Style Clone use?
About 960 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Teacher Style Clone?
Skills that share tags, products or a category with Teacher Style Clone: Manim Video Production (browser-use/video-use, 29k stars), Logseq Review Workflow Eval (logseq/logseq, 45k stars), Baoyu URL To Markdown (sdyckjq-lab/llm-wiki-skill, 2.5k stars) and DeepTutor CLI (HKUDS/DeepTutor, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Teacher Style Clone?
THU-MAIC (a GitHub organization) maintains it in THU-MAIC/OpenMAIC, which has 40,347 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on October 11, 2026.
Source: THU-MAIC/OpenMAIC on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.