The Universal Category Filter (UCF) adapts its lenses to match the type of question you're answering.

Same Logic, Different Purpose. The UCF, for Argumentative, Descriptive, and Narrative Writing.

Let’s take a look at today’s lesson

When you encounter a topic you know nothing about, like the impact of deep-sea mining or space tourism ethics, the goal is to move from panic to categorization.

Lesson Key: (U) = Understanding. (R) = Reading.

1. The “Universal Category Filter”.

Every complex topic can be broken down into universal human concerns.
If they don’t know the specifics of the topic, they should look at it through these lenses:

  • Money (Economic): Does it cost a lot? Does it create jobs?
  • People (Social): Does it help people connect? Does it cause conflict?
    Relationships, diversity, community safety, population.
  • Nature (Environmental): Does it hurt the planet? Does it use resources?
  • Cultural: Traditions, new ideas, tourism, entertainment.
  • Learning (Educational): Does it teach us something new?

The Rule.

If you can’t think of anything to say, pick two categories from this list.
Those are your two body paragraphs. When a topic feels unfamiliar, do not look for a “correct” answer. Instead, filter the topic through these categories to generate paragraphs instantly.

Application: If the topic is “The impact of a new stadium,” don’t panic. Think: Economic (jobs), Social (crowds), and Environmental (traffic). You now have three body paragraphs.

2. The logic of adaption.

The Universal Category Filter (UCF) adapts its core lenses depending on the specific type of question you are answering to help you frame your response:

1. Argumentative Questions (Focus on Areas)
For argumentative questions, you use the UCF directly to select the two most impactful areas for your argument.

The core UCF lenses we can adapt are:

  • Economic
  • Social
  • Environmental
  • Cultural
  • Educational

Same Logic,
Different Purpose.

Descriptive questions
focus on sensory features
(what it looks, feels, or sounds like).

Narrative questions
focus on chronological events
(what happened first, next, and finally).

3. UCF Lenses by Question Type:

Quick Rule of Thumb:

  • Argumentative → Impact & evaluation
  • Descriptive → Sensory & context
  • Narrative → Change & progression
  • Argumentative Questions (Focus on Areas):
    • Economic
    • Social
    • Environmental
    • Cultural
    • Educational
  • Descriptive Questions (Adapted UCF Lenses for Features):
    • Descriptive Questions →
    • (What it looks, feels, or sounds like)
    • Use lenses that capture observable qualities and lived experience.
    • Recommended UCF lenses:
    • Environmental – physical features, layout, atmosphere, setting
    • Cultural – aesthetics, style, symbols, traditions, norms
    • Social – interactions, behaviors, roles, community dynamics
    • Educational – learning environment, clarity, accessibility, engagement
    • Economic – visible resources, materials, infrastructure, level of investment
    • Best practice: Select 2–3 lenses that help the reader “see” the scene.
  • Narrative Questions (Adapted UCF Lenses for Events):
    • Narrative Questions →
    • (What happened first, next, and finally)
    • Use lenses that show change, progression, and consequences over time.
    • Recommended UCF lenses:
    • Educational – learning, skill development, realization, growth
    • Social – relationship changes, collaboration, conflict, community shift
    • Economic – gains, losses, efficiency, promotion, project success
    • Cultural – shifts in values, mindset, identity, traditions
    • Environmental – transformation of space, conditions, or sustainability outcomes
    • Best practice: Choose 2 lenses that clearly track before → during → after.

🧠 – UCF Question Templates (By Lens).


Economic Lens

(Money, resources, efficiency, value)

  • What resources are being used or affected?
  • Who benefits economically, and who bears the cost?
  • How does this impact productivity, profit, or efficiency?
  • What economic problem is present?
  • Was the outcome financially sustainable or not? Why?

Social Lens

(People, relationships, power, community)

  • Who is involved, and how do they interact?
  • How does this affect relationships or group dynamics?
  • Who gains or loses social power?
  • What social problem or change is evident?
  • How does this influence the community as a whole?

Environmental Lens

(Physical space, nature, surroundings, sustainability)

  • What physical or environmental features are important here?
  • How does the environment influence behavior or outcomes?
  • What changes occurred in the environment?
  • Is the environment protected or harmed?
  • How sustainable is this situation in the long term?

Cultural Lens

(Values, beliefs, traditions, identity, symbols)

  • What values or beliefs are represented?
  • What cultural norms or traditions are visible?
  • How does culture shape decisions or behavior?
  • Is there a cultural conflict or shift?
  • Should this cultural practice be preserved or changed? Why?

Educational Lens

(Learning, knowledge, skills, growth)

  • What is being learned or taught?
  • How does learning occur in this situation?
  • What challenges or breakthroughs appear?
  • How do skills or understanding develop over time?
  • Is this an effective way to promote learning? Why or why not?

Descriptive Essay Questions.

(What it looks, feels, or sounds like — concrete, observable)

1. Subject: A modern classroom

  • A. Describe the physical layout and learning tools in a modern classroom.
  • B. Explain how this environment influences student interaction and focus.

(Environmental → Social / Educational)


2. Subject: A public park in a large city

  • A. Describe the main visual and sensory features of the park.
  • B. Explain what these features suggest about the community that uses it.

(Environmental → Social / Cultural)


3. Subject: A coworking space

  • A. Describe the people, activities, and resources you can observe in a coworking space.
  • B. Explain what these observations reveal about work culture and access to resources.

(Social → Economic / Cultural)


Narrative Essay Questions.

(What happened first, next, and finally — change over time)

1. Subject: A student learning English

  • A. Describe the main difficulty the student faced at the beginning.
  • B. Explain how study habits or support led to improvement over time.

(Educational → Social)


2. Subject: A team project at work or school

  • A. Describe a problem that occurred during the project.
  • B. Explain how cooperation or new strategies changed the final result.

(Social → Economic / Educational)


3. Subject: A neighborhood that changed over time

  • A. Describe what the neighborhood was like in the past.
  • B. Explain how changes affected the people who live there today.

(Environmental → Social / Cultural)

4. Descriptive Questions (Focus on Features).

For descriptions, the core categories are usually Atmosphere, People, and Food or Sensory Details. However, if you lack specific details, you can creatively adapt the UCF lenses to act as descriptive categories.

The adapted UCF lenses for descriptives are:

  • Environmental (Physical Features):
    Use this lens to describe the physical layout, architecture, or natural surroundings.
  • Cultural (Aesthetic/Style):
    Use this to highlight visible traditions, clothing styles, or artistic influences.
  • Social (Interaction):
    Focus on how people connect, the level of safety, and community within a space.

Descriptive (Describe Something).

Question: Describe a modern, sustainable city park.

  • Type Identification: Descriptive.
  • Lens Selection: Environmental (Nature) and Social (People).

The Structured Script

  1. Introduction: A modern sustainable park is memorable because of its environmental integration and social atmosphere.
  2. Idea 1: First, one of the most interesting things was the environmental integration.
  3. Detail 1: For example, the park uses advanced irrigation systems that recycle rainwater to maintain the native flora.
  4. Idea 2: Another important aspect was the social atmosphere.
  5. Detail 2: For instance, the layout includes several communal areas designed to encourage connection and community safety.
  6. Conclusion: Overall, the park was very memorable because of these features.

5. Narrative Questions (Focus on Events).

While the primary categories to anchor a narrative are chronological,specifically the Beginning, Middle, and Ending, you should use the UCF to strategically select which events are worth sharing to ensure your story sounds professional.

The adapted UCF lenses for narratives are:

  • Educational Growth:
    Use this lens to describe a specific event or moment or when you had a realization.
  • Social Impact:
    A key shift in community dynamics or professional relationships.
  • Economic Change:
    An event that resulted in a successful project, a promotion, or a cost-saving measure.

Narrative (Tell a Story/Experience).

Question: Tell me about a time you learned a new professional skill.

  • Type Identification: Narrative.
  • Lens Selection: Educational (Beginning) and Economic (Ending).

The Structured Script

  1. Introduction: Learning data analytics was a memorable experience because of what happened at the beginning and at the end.
  2. Idea 1: First, everything started when I realized my traditional reporting methods were no longer sufficient for our quarterly goals.
  3. Detail 1: For example, I enrolled in an intensive certification program to master automated data visualization tools.
  4. Idea 2: Later, something important happened when I successfully applied these new techniques to a major project.
  5. Detail 2: For instance, the new workflow increased our team’s efficiency by 25% and significantly reduced operational costs.

Conclusion: Overall, it was a highly rewarding and memorable experience.