Find agent skills by outcome

{ axis: problem framing (surface task vs underlying meaning)

weight: primary }

2. In this dataset

what does stayed in the same context mean?

3. In this dataset

what does context changed mean?

> It is painful to see a parent upset

but her reaction is about her inability to accept limits

> I don't know who I am anymore. I spent my whole life being a 'good student' and now that I graduated

I feel empty.

Productivity

Her tears are about her

not your love - breaks the automatic equation

→ Offers techniques (visualization

breathing)

Productivity

5. Separates automatic equations (e.g.

love = obedience)

before: I = Good Student

Worth = Performance

response: It is painful to see a parent upset

but her reaction is about her inability to accept limits

context: I don't know who I am anymore. I spent my whole life being a \good student\ and now that I graduated

I feel empty.

LLM'ler giderek daha fazla soru üretmek için kullanılıyor: terapi botlarında

koçluk uygulamalarında

Bir terapi veri setinde bağlam

duygusal derinlik demek olabilir.

Terapide dönüştürücü sayılan soru

teknik destekte dönüştürücü sayılandan farklıdır. Bir bağlamda derinlik açan soru

In a technical dataset

context might mean problem scope.

In a philosophical dataset

context might mean abstraction level.

In a therapy dataset

context might mean emotional depth.

in any given dataset

then scans for transformative questions.

2. In this dataset

what does stayed in the same context mean?

3. In this dataset

what does context changed mean?

{ module: explain_concept

delta: -0.2 }

{ module: explain_concept

delta: 0.25 }

effects: [teach

use_analogies

- Ensure the reader can distinguish between observed data

reported information