Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add wangyendt/wayne-skills --skill tutor-generalgit clone --depth 1 https://github.com/wangyendt/wayne-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/wangyendt/wayne-skills/tutor-general)<a href="https://agentmods.dev/skills/wangyendt/wayne-skills/tutor-general"><img src="https://agentmods.dev/badge/skills/wangyendt/wayne-skills/tutor-general.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00078 | $0.02547 |
| Opus 5 | $0.00039 | $0.01273 |
| Sonnet 5 | $0.00016 | $0.00509 |
| Haiku 4.5 | $0.00008 | $0.00255 |
Grade A, and why
tutor-general scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 391 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tutor General - 通用知识教学视频
⚠️ 重要声明：本技能受 tutor-math-geometry 启发，用 Motion Canvas 替代 Manim，适配更广泛的知识点讲解。
与 tutor-math-geometry 的区别
| 维度 | tutor-math-geometry | tutor-general |
|---|---|---|
| 主题 | 数学几何 | 任何知识点 |
| 渲染引擎 | Manim | Motion Canvas (TypeScript) |
| 代码风格 | Python | TypeScript |
| 动画类型 | 数学公式/图形 | 流程图/示意图/动画 |
核心工作流
WORKFLOW = [
// 步骤1: 内容分析
{
"step": 1,
"name": "analyze_content",
"input": "主题/文本/URL",
"output": "content_analysis.md",
"tasks": ["提炼核心概念", "确定讲解结构", "规划可视化方式"]
},
// 步骤2: 分镜脚本
{
"step": 2,
"name": "storyboard",
"input": "content_analysis.md",
"output": "{日期}_{主题}_分镜.md",
"tasks": ["定义幕结构", "设计画面/字幕/读白", "规划动画类型"]
},
// 步骤3: TTS生成
{
"step": 3,
"name": "generate_tts",
"input": "分镜脚本",
"output": "audio/audio_{三位幕号}_{幕名}.wav + audio_info.json",
"command": "python scripts/generate_tts.py audio_list.csv ./audio --voice xiaoxiao"
},
// 步骤4: 验证更新
{
"step": 4,
"name": "validate_audio",
"input": "分镜.md + audio/",
"output": "更新后的分镜.md(填充时长) + audio_info.json",
"command": "python scripts/validate_audio.py 分镜.md ./audio",
"check": ["音频存在性", "时长>0", "数量匹配"]
},
// 步骤5: Motion Canvas 脚手架
{
"step": 5,
"name": "scaffold",
"input": "分镜.md + audio_info.json",
"output": "src/scene.ts (伪代码框架)",
"template": "templates/scene_scaffold.ts",
"must_include": [
"createScene() - 场景创建",
"COLORS - 颜色定义",
"SCENES[] - 幕信息数组(从audio_info.json加载时长)",
"Motion Canvas API 调用"
]
},
// 步骤6: 生成代码
{
"step": 6,
"name": "implement",
"input": "脚手架 + 分镜.md + audio_info.json",
"output": "完整的 Motion Canvas 代码",
"rules": [
"根据分镜实现每幕动画",
"使用 @motion-canvas/2d 库",
"画面时长 >= 音频时长",
"TypeScript 类型正确"
]
},
// 步骤7: 检查与渲染
{
"step": 7,
"name": "check_and_render",
"input": "Motion Canvas 项目",
"output": "视频文件",
"command": "npm run export",
"check": ["TypeScript 编译", "动画同步", "导出成功"]
}
]
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 391 lines · 78 tokens per session scan A cd61238b1451
tutor-general is a skill published in the GitHub repository wangyendt/wayne-skills (8 stars, last pushed 11d ago), licensed MIT. It adds 78 tokens to every session and 2,547 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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