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

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)

Creative

response: Depression zaps our energy. The key is \behavioral activation\—doing things even when you don't want to. Start with something very small

like brushing your teeth.

response: It is painful to see a parent upset

but her reaction is about her inability to accept limits

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

koçluk uygulamalarında

Bir terapi veri setinde bağlam

duygusal derinlik demek olabilir.

Creative

Bu sistem

*Arrival* (2016) filmindeki bir gözlemle başladı:

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.

{role: assistant

content: What achievements would you highlight?}

{role: human

content: I need to ask my boss for a raise.}

{role: assistant

content: Sure

{role: assistant

content: What was different then?}

{role: human

content: Can you help me write an email?}

{role: human

content: Like I'm going through the motions but not growing.}

{role: assistant

content: When did you last feel like you were growing?}

{role: human

content: Maybe three years ago