Find agent skills by outcome

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.

Terapide dönüştürücü sayılan soru

teknik destekte dönüştürücü sayılandan farklıdır. Bir bağlamda derinlik açan soru

Creative

Bu sistem

*Arrival* (2016) filmindeki bir gözlemle başladı:

In a therapy dataset

context might mean emotional depth.

In a philosophical dataset

context might mean abstraction level.

In a technical dataset

context might mean problem scope.

{role: human

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

{role: assistant

content: What achievements would you highlight?}

{role: human

content: Can you help me write an email?}

{role: assistant

content: What was different then?}

{role: assistant

content: Sure

{role: assistant

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

{role: human

content: Maybe three years ago

{role: human

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

{role: human

content: I've been feeling stuck in my career lately.}

{role: assistant

content: What does 'stuck' feel like for you?}

content = turn.get(content

in any given dataset

then scans for transformative questions.

3. In this dataset

what does context changed mean?

2. In this dataset

what does stayed in the same context mean?

Creative

design_goal: Consistent decision architecture + dynamic equilibrium (weights flow according to context

but the safety/ethics core remains immutable).