Find agent skills by outcome

Context: User comparing self to others

feels behind

Productivity

Her tears are about her

not your love - breaks the automatic equation

→ QUESTION

NOT STATEMENT

Changes what anger IS - not identity

but cover for hurt/fear

Gives new identity: not monster

but overwhelmed human

Data

→ Offers techniques (visualization

breathing)

3. Offers techniques (breathing

grounding

→ If yes

check if it STOPS there (mechanical) or GOES DEEPER (possibly transformative)

For Each Response

I Ask:

Productivity

5. Separates automatic equations (e.g.

love = obedience)

Does this response shift the user's underlying frame (ontology

self-concept

The frame itself changed

not just the user's coping ability within the frame.

- Self-concept: How the user defines themselves (I'm a burden

I'm a monster)

AFTER: User sees self as X'

problem as Y'

BEFORE: User sees self as X

problem as Y

PromptBeginner5 minmarkdownQuality: 26

Does this response change HOW the user sees their problem

or does it just help them cope WITH the problem as they already see it?

results = run_analysis(CORPUS

lens)

(Problem stays the same

coping improves)

before: Her tears = Proof I don't love her

Love = Obedience

print(fTransformative signals: {'

'.join(r['transformative_signals'])})

after: Her tears = Her limitation

Love = ? (questioned)

Education

before: I = Good Student

Worth = Performance

after: I = ? (open question)

Worth = Inherent existence

print(fSignals: {'

'.join(r['transformative_signals'])})