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 wpsnote/wpsnote-skills --skill class-note-buildergit clone --depth 1 https://github.com/wpsnote/wpsnote-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/wpsnote/wpsnote-skills/class-note-builder)<a href="https://agentmods.dev/skills/wpsnote/wpsnote-skills/class-note-builder"><img src="https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/class-note-builder/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/wpsnote/wpsnote-skills/class-note-builder"><img src="https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/class-note-builder.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00101 | $0.00593 |
| Opus 5.5 | $0.00040 | $0.00237 |
| Sonnet 5.5 | $0.00020 | $0.00119 |
| Haiku 4.5 | $0.00010 | $0.00059 |
Grade A, and why
class-note-builder 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 1mo 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.
What it actually says
WPS Class Note Builder 2.0
Follow the shared workflow in ../wps-learning-workflow.md.
Inputs
- 课堂逐字稿
- 白板、板书、PPT 或截图的 OCR 文本
- 零散学习笔记或课后补充内容
- 可选的课程名、章节名、日期
Output
A structured WPS-ready 主学习笔记，包含清晰的知识结构、待澄清问题和下一轮复习任务。
What this skill should produce
输出的重点不是“整理得更干净”，而是形成一篇真正适合后续复习的课堂主笔记。
建议包含这些部分：
30-second summarycore conceptsdefinitions / formulas / key claimsteacher emphasis or repeated pointsexamples and caseseasy to confusestill unclearnext review tasks
WPS-first rules
- 如果用户已经有目标 WPS 笔记，优先在原笔记基础上补强，而不是另起一篇重复笔记。
- 如果还没有主笔记，再创建一篇标题清晰的课程笔记。
- 段落尽量短，适合在 WPS 里快速扫读。
- 把没讲清、没听懂、证据不足的部分明确标出来，方便后续补记。
Quality rules
- 去掉口语废话、重复内容和无关闲聊。
- 在不影响理解的前提下，尽量保留老师原本的讲解顺序。
- 不确定的内容要标记出来，不要假装已经确认。
- 如果来源信息本身就不完整，加一个
missing from source小节。
Do not use when
- 原始内容已经是一篇结构很清晰的正式笔记
- 用户只想要一版很短的重点提炼
- 用户真正想做的是误解诊断，而不是主笔记构建
Recommended next skill
Usually recommend:
lecture-focus-extractormisconception-finder
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.
- 1mo ago First seen · 63 lines · 101 tokens per session scan A e0a38309918b
class-note-builder is a skill published in the GitHub repository wpsnote/wpsnote-skills (183 stars, last pushed yesterday), licensed MIT. It adds 101 tokens to every session and 593 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-08-30.
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