Find agent skills by outcome

reasoning: By introducing loss and trade-offs

the question shifts the frame from financial comparison to values and personal meaning.

reasoning: The question explicitly redirects from surface topics to underlying meaning and emotional assumptions

triggering a reinterpretation of the problem.

[turn 3] human: Thanks

what about vertically only?

For each QUESTION

apply the lens. Report only TRANSFORMATIVE and UNCERTAIN.

reasoning: The question explores intent and direction but stays largely within an instrumental

task-oriented frame without prompting deeper self-reflection or assumption revision.

Writing & Content

[turn 2] assistant: Use flexbox: display flex

justify-content center

Introduces consequences

temporality

[turn 3] human: Stupid stuff. Chores

schedules.

Decision Question: Does this question redirect from executing/describing toward examining internal meaning

assumptions

decision_question: Does this question redirect the conversation from executing or describing a task toward examining internal meaning

assumptions

Decision Question: Does this question redirect from executing/describing a task toward examining internal meaning

assumptions

Data

corpus_character: In this dataset

the right question is one that shifts the frame from doing or describing toward understanding oneself and the meaning beneath the problem.

uncertain: If the question adds detail or mild depth but does not yet force a reframing of meaning or assumptions

it is uncertain.

mechanical: If the question only gathers information or advances execution within the same frame

it is mechanical.

transformative: If the question causes the speaker to reinterpret what the problem is really about (from task to meaning)

it is transformative.

It introduces consequences

temporality

It requests facts

details

mechanical_signals: [string

string

decision_question: Does this question redirect the conversation from executing or describing a task toward examining internal meaning

assumptions

It reframes the problem away from surface behavior or tasks toward meaning

identity

transformative_signals: [string

string

Coding & Debugging

- (Derived from this dataset

not hardcoded)

M4: What do you do instead? → behavioral detail

no meaning redirect

M2: What accomplishments would you highlight? → checklist

no perspective change