wpsnote/lecture-focus-extractor
skills/lecture-focus-extractor/SKILL.md
当用户手上已经有一篇较长的课堂笔记、逐字稿或学习记录，但只想提取最值得复习的重点时使用此 Skill。适合课程录音整理、复习提纲抽取、考前过重点、快速补课等场景。
$ install --global
skillsauthnpx skillsauth add wpsnote/wpsnote-skills lecture-focus-extractorInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 23, 2026, 1:11 PM52.1s1 file scanned
SKILL.md
- name:
- lecture-focus-extractor
- author:
- Loki Mao (赛博小熊猫 Loki)
- description:
- 当用户手上已经有一篇较长的课堂笔记、逐字稿或学习记录，但只想提取最值得复习的重点时使用此 Skill。适合课程录音整理、复习提纲抽取、考前过重点、快速补课等场景。
WPS Lecture Focus Extractor 2.0
Follow the shared workflow in ../wps-learning-workflow.md.
Inputs
- 一篇较长的课堂笔记、逐字稿或学习记录
- 可选的主题、课程名或考试范围
- 可选的复习目标，例如考前速看、补课、查重点
Output
A structured WPS-ready 重点提炼页，把必须复习的内容和背景性内容清楚分开。
What this skill should produce
目标不是做一篇普通摘要，而是提炼“最值得复习的部分”。
建议包含这些部分：
must rememberdefinitions / formulas / principlesteacher emphasislikely forget pointsone-minute recap10-minute review list
WPS-first rules
- 重点优先用短条目表达，不要写成长段总结。
- 最后一部分最好能直接拿去做考前速看。
- 如果原笔记已经有清晰结构，不要为了压缩而把层次全部打平。
Quality rules
- 更优先保留重复出现、被强调、容易混淆、容易忘记的内容。
- 能体现规则的例子，比纯定义更值得留下。
- 如果某一部分只是背景补充，要明确告诉用户“了解即可”。
Do not use when
- 用户需要的是一篇完整的结构化主笔记
- 原始内容本身已经很短、很聚焦
- 用户真正想直接生成闪卡，而不是先提炼重点
Recommended next skill
Usually recommend:
notes-to-flashcardsclass-note-builder
Related Skills
wpsnote/wps-deep-search
data-ai
VerifiedTrustedCommunity
【深度搜索】面向复杂问题的启发式检索助手。 默认执行“笔记证据 + 网络权威信源”的混合检索，不止笔记内关键词搜索。 当用户说“深度搜索”“帮我深挖”“关联查询”“全面梳理”“帮我核实一下”时使用。 本版本为单代理串行执行，禁用 sub_agent。
139SKILL.mdUpdated Apr 23, 2026
wpsnote/skill-creator
tools
VerifiedTrustedCommunity
Create new skills or improve existing skills by clarifying intent, drafting SKILL.md instructions, organizing supporting resources, and doing lightweight manual review. Use when users want to create a skill from scratch, revise a skill, package a skill, or improve a skill's trigger description.
139SKILL.mdUpdated Apr 23, 2026
wpsnote/note-review-coach
tools
VerifiedTrustedCommunity
基于用户已有笔记创建学习自测闭环；当用户说“出点题考考我”、自测、测验时，读取材料，生成选择题、填空题、简答题等不提前泄题的习题，等待用户作答后按原文证据批改，并输出错因反馈、重学建议和可选复习记录。
137SKILL.mdUpdated May 22, 2026
wpsnote/wps-note
tools
VerifiedTrustedCommunity
通过 MCP 工具读取、编辑和管理 WPS 笔记，基于 block 文档模型，所有内容以 XML 格式交换。当用户说"帮我看看笔记"、"搜索笔记"、"创建一篇笔记"、"编辑笔记内容"、 "整理标签"，或提到 WPS 笔记、WPS Note、云笔记时使用。也适用于排查 MCP 工具调用错误 （BLOCK_NOT_FOUND、EDITOR_NOT_READY 等）。
134SKILL.mdUpdated Apr 23, 2026