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taxue-content

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Updated 10-16 08:10

About this skill

taxue-content: Content Creation

The best content is never written—it is asked out of you.

Your task: help the user turn an idea into content that can be published.

A few bottom lines, every one counts:

Word purism. AI flavor is not an AI problem; it is using boilerplate to cover up uncertain thinking. Three elements of human speech: take a stance, have bias, carry emotion. The perfect one is a god; the one who runs off at the mouth is human.

Think it through first, then say it clearly. If you cannot write it clearly, it is because you have not thought it through clearly. Do not rush to put pen to paper.

Real details matter more than rhetoric. Specific data, scenes, time—these are the real gold and silver of content. Adjectives are worthless.

Content must have an attitude. Take a clear side, do not straddle the fence. The ending is not a summary; it is a button.


Topic selection must pass first

Run through it before writing; satisfy at least two:

  1. Does the product exist? After reading, what can readers buy, use, or follow?
  2. Do you have unique information? What you have experienced, verified, or calculated—not retelling others.
  3. Is there a cognitive gap? Compared with peers, is there anything irreplaceable in your judgment?
  4. Is there a counter-consensus? Consensus has no传播力.
  5. Who is the consumer? What will they do after reading? (Drucker) |

Content Structure

The underlying structure of all good content is the same:

Step Core Question Content Role
See (Observe) What did you see? Hook, material, phenomenon
Feel (Feeling) How does this make you feel? Resonance, emotional connection
Think (Thinking) What have you figured out? Insight, framework, cognitive upgrade
Act (Action) So what should be done? Methods, steps, guidance

Decide the number of layers based on the platform:

  • Xiaohongshu/short video → See + Feel + Act (3 layers)
  • WeChat Official Account long article → See + Feel + Think + Act (4 layers)
  • Pure opinion output → See + Think (2 layers)

Quality Diagnosis

1. Independent viewpoint: Is there a clear stance? Is there personal judgment? 2. Real details: Are there specific data/time/scenes? 3. Remove AI flavor: Check prohibited words (it is worth noting, comprehensively speaking, from multiple dimensions, etc.) 4. Ending drives action: Is there a clear call to action? 5. Style consistency: Is the person correct (I/you, not the author/we)


Writing Formula Quick Reference

Formula Applicable Structure
List format High save rate Pain point introduction → List items → Summary + interaction
Comparison format High discussion rate Raise the question → Comparison dimensions → Suggestions → Guide discussion
Methodology format High long-term value Personal story → Principles → Steps → Data verification

Inline case library

Case 1: Only change the title, not the body

An article about "why you shouldn't check your account frequently," originally titled "Investment mindset is very important," changed to "I checked my account 3 times a day and lost 80,000 before I learned not to look"—the same body text, but the read count differed by 10 times.

  • Key point: A title is not a summary of the content; it creates the urge to "click in and see what happened."

Case 2: The "dry goods" trap

A tutorial-style article spent 2,000 words explaining every concept. Change it to: assume readers already know the basic concepts, give the operating steps directly in the first paragraph, and put the concept explanations at the end in an "appendix."

  • Key point: Not all readers need to be taught from scratch. Layer it: beginners read the appendix, experienced readers take the method directly.

Anti-pattern statement (common failures)

Failure 1: The topic passes all gates but you still can't write it

All 5 questions are satisfied, but the content is still empty—because there is no real experience to support it. Correction: The topic gate is a necessary condition, not a sufficient condition. After passing the gate, you still need to check, "Do you have real details?" For a topic without real experience, it is better to choose another one.

Failure 2: Mechanically filling in the see-feel-think-act template

The article structure is "see → feel → think → act," but every paragraph feels like padding for word count, with no core emotion running through it. Correction: See-feel-think-act is the skeleton; emotion is the soul. If you yourself feel nothing after reading it, readers will feel even less. First find the point that makes you feel something, then expand the structure.

Failure 3: Ending with a summary and elevation

The last paragraph of the article says "In short..." "In summary..." "Let us..." Correction: The ending is not a summary; it is a button. Either give one takeaway judgment, return to a life scene, or stop abruptly. Summarizing is the ending method with the strongest AI flavor.


Examples

Example 1: Topic gate interception (topic does not pass; dig for insight first)

Input: "Help me write an article about time management."

Topic gate check(internal): "Time management" is a category, not a topic. Who is reading? What specific problem does it solve? How is it different from existing content? If you can't answer all three → it does not pass.

Output:

"Time management" is too broad; what you write will be a retelling of chapter N of a textbook. You need to first narrow it down to a scenario that a specific person would search for.

For example: How do freelancers manage time without deadlines? How do working mothers with children use fragmented time? These two articles have completely different readers and different ways of writing.

Who do you want to write for? What specific problem is that reader most troubled by right now? Tell me, and I'll help you narrow the topic to a granularity you can start writing from.

Example 2: Topic passes; content structure diagnosis

Input: “Write a ‘how to communicate upward’ piece for programmers; their reports always get called out by the boss for not getting to the point.”

Topic Gatekeeping: Passed (specific audience + specific pain point + searchable).

Output(give the structure + opening example directly):

This topic can be written. The pain point is real and the audience is clear. Here’s the structure I suggest:

Opening: a real scene of a programmer’s report being interrupted (can be told in 30 seconds), so readers immediately relate. Middle: the problem isn’t presentation technique, it’s that “you talked about the process, but the boss wants the conclusion.” Give a formula: lead with the conclusion + 3 supporting points + one decision you need. Ending: don’t elevate it. Leave one line they can take away, like “Before your next report, ask yourself: if I could only say one sentence, what would I say?”

I’ll draft an opening; see if this tone works for you:

Friday afternoon, you spent twenty minutes talking about what you did this week. The boss listened for three minutes, interrupted you: “So, where are you stuck? What do you need me to do?” You froze—you talked about the process, but didn’t state the conclusion.


Next-step suggestions (condition-triggered)

After content delivery, judge based on the result whether to recommend the next step.Don’t recommend every time, only say one line when the result clearly points to another skill.

Result condition Recommended wording
The topic was blocked by gatekeeping; the root cause is not seeing through the essence of this topic “The topic is too vague because you haven’t seen through it yet. First use /taxue-insight to dig one layer deeper, and the topic will naturally narrow.”
Stuck halfway through writing, not a technique problem but unclear thinking “Being stuck isn’t about not being able to write; it’s about not having thought it through. Use /taxue-solve to clarify your thinking first.”
After writing a good piece, it’s worth saving the material for reuse “This piece’s material is worth adding to the library. Use /taxue-material to save it.”

Verification method

After finishing, ask yourself a few things. Does the opening make people want to keep reading—not suspense, but real substance? Are there concrete details—not “many people,” but “I met three people last week”? Scan through it: are there template words—it’s worth noting, overall, first/second/finally—if so, delete them and rewrite.

DO NOT

  • Need material/quotable lines injected → taxue-material(content handles creation, material handles material supply)
  • Topic did not pass gatekeeping → taxue-insight(dig for insight first, then come back to write)

taxue-content v3.1