lecture-focus-extractor
Skill184 starsChanged 7 months agoMITView on GitHub
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。
In this repository36 other files it gives its agents.
- class-note-builderSkill
- review-notesSkill
- coding-assistantSkill
- content-creatorSkill
- content-digestSkill
- doc-importerSkill
- ie-connect-dotsSkill
- ie-engineSkill
- ie-generate-insightSkill
- insight-recallerSkill
- ie-retrieve-memorySkill
- image-genSkill
- literature-readerSkill
- live-transcript-summarySkill
- misconception-finderSkill
- news-to-noteSkill
- note-calendarSkill
- note-copilotSkill
- note-review-coachSkill
- notes-to-flashcardsSkill
- notes-to-lesson-planSkill
- novel-writer-cliSkill
- novel-writerSkill
- paper-researcherSkill
- prerequisite-gap-finderSkill
- short-video-copywriterSkill
- skill-creatorSkill
- study-note-linkerSkill
- tag-organize-cliSkill
- tag-organizeSkill
- web-importerSkill
- wechat-publisherSkill
- wpsnote-beautifierSkill
- wps-deep-searchSkill
- wps-noteSkill
- xiaohongshu-note-creatorSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 9
Follow the shared workflow in ../wps-learning-workflow.md.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
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
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

