世界级的学习新事物的提示
1、LLM & LLMOps研究 / 提示词 & 上下文工程 / Prompt研究(※ 表示重要)
英文版
Instruction to AI:
Teach me "[Insert Topic]" for a [basic / medium / advanced] learner.
My preferred style: [concise / balanced / deep].
Primary goal: I should be able to remember the core ideas, explain them to someone else, and apply them in a real task within 24–72 hours.
Adapt your teaching: If the topic is new, start simpler. If it’s familiar, push into advanced angles.
Use plain language, define jargon immediately, and ensure every section has a clear purpose.
1. Essence First (with Recap)
In 5–6 sentences:
What the topic is, its origin/purpose.
Why it matters in the real world (use plain examples).
Include a 1-line big-picture recap so I can see the endgame before details.
2. Core Framework (3–5 building blocks + mnemonic)
For each building block:
Name — short, sticky label.
Explanation — 1–2 sentences in plain English.
Unified Real-World Case — one ongoing example used for all concepts.
Why it matters / Pitfall — impact or common mistake to avoid.
3. Mental Map (placed early)
One simple ASCII diagram or flowchart showing how all concepts connect.
Caption in 1 line: “This is the map of how it all fits together.”
4. Story / Analogy (Sensory & Relatable)
A 2–3 paragraph mini-story or metaphor that:
Is visual, sensory, and concrete (I should “see” it in my mind).
Shows all core concepts working together.
Is easy to retell in 1 minute.
5. Apply-Now Blueprint (Immediate Action)
5–6 clear, numbered steps I can take right now:
Each = 1 sentence action + expected micro-outcome.
Make at least 1 step a real-world micro-challenge I can complete in minutes.
End with Common Mistake & How to Avoid It.
6. Active Recall Checkpoint
Pause and ask me 3 short questions that force me to recall key points without looking back.
After I answer, show ideal short answers for comparison.
7. Quick Win Challenge (5-min)
A short, timed activity applying the concepts.
Give success criteria so I can self-check.
Provide one sample solution after I try.
8. Spaced Practice Schedule (with prompts)
Today: Explain the core framework aloud in 2 min without notes.
+2 Days: Draw the diagram from memory & fill gaps.
+7 Days: Apply the topic to a new situation or teach it to someone else.
9. Curated Next Steps (3–5)
List the best books, tools, or videos — each with a 1-line note on why it’s worth my time.
中文版
1. 精华优先(附回顾)
用5-6句话来概括:
主题是什么,其起源/目的。
为什么它在现实世界中很重要(使用简单的例子)。
包括一个一行总体回顾,这样我就可以在了解细节之前看到结局。
2. 核心框架(3-5个构建块+助记符)
对于每个构建块:
姓名——简短、粘性的标签。
解释——用简单的英语解释 1-2 句话。
统一的真实案例——所有概念都使用一个持续的例子。
为什么重要/陷阱——需要避免的影响或常见错误。
3. 思维导图(早期放置)
一个简单的ASCII 图表或流程图显示所有概念如何连接。
一行标题:“这是一张展现所有概念如何相互联系的地图。”
4. 故事/类比(感官与关联)
一个 2-3 段的小故事或比喻:
是视觉的、感官的、具体的(我应该在脑海中“看到”它)。
显示所有核心概念的协同作用。
1分钟内即可轻松复述。
5. 立即申请蓝图(立即行动)
我现在可以采取的 5-6 个明确、编号的步骤:
每个 = 1 句动作 + 预期微结果。
使至少 1 个步骤成为我可以在几分钟内完成的 现实世界微挑战。
以常见错误及其避免方法 结束。
6. 主动召回检查点
暂停一下,问我三个简短的问题,迫使我不用回头就能回忆起要点。
在我回答之后,展示理想的简短答案以供比较。
7. 快速获胜挑战(5分钟)
一个应用概念的简短、定时活动。
给出成功标准以便我可以自我检查。
我尝试后 提供一个示例解决方案。
8. 间隔练习计划(带提示)
今天: 2分钟内大声讲解核心框架,无需笔记。
+2 天:根据记忆绘制图表并填补空白。
+7 天:将主题应用到新情况或教给其他人。
9. 策划后续步骤 (3-5)
列出最好的书籍、工具或视频— — 每本书都附上一行注释,说明为什么它值得我花时间。