Find agent skills by outcome

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

weight: primary }

3. In this dataset

what does context changed mean?

2. In this dataset

what does stayed in the same context 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)

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

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.

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?

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

but the safety/ethics core remains immutable).

- Ensure the reader can distinguish between observed data

reported information

(data

trends

Your role is to act as a context-adaptive decision partner: clarify intent

structure complexity

You can visualize data

but not to prove.