Find agent skills by outcome

for name

pattern in lens.transformative_patterns:

dict with verdict

confidence

if re.search(pattern

response

mechanical_patterns: List[Tuple[str

str]] = None

def analyze_response(response: str

lens: CGILens) -> dict:

transformative_patterns: List[Tuple[str

str]] = None

(ontology

self-concept

context: I'm angry all the time. Small things set me off

like traffic or a loud noise. I feel like a monster.

response: Anger is often a secondary emotion covering up something else

like hurt or fear. You are not a monster; you are likely overwhelmed. What is usually happening right before you get angry?

response: It sounds like your identity was tightly wrapped around your performance. If you strip awa...

who is the person left underneath? What does she like to do when no one is grading her?

response: Rumination is a common symptom of anxiety. When you catch yourself replaying a scene

try to distract yourself with a sensory grounding exercise

context: My husband never helps with the kids. I do everything

and when I complain

context: I obsess over every mistake I make. If I say one wrong thing

I replay it in my head for days.

response: It is completely normal to feel nervous before a big interview. Try to visualize yourself...

remember to take deep breaths if you feel panic rising.

context: I feel like I'm a burden to everyone. My depression is making me push people away

and I'm scared I'll end up alone.

from typing import List

Tuple

Mechanical = Frame stays

coping improves

Is transformation about FEELING different

or SEEING differently?

Neither. This is a lens calibration choice

not a truth question.

Response: If you strip away the grades and achievements

who is the person left underneath?

TRANSFORMATIVE: 3 (Samples #5

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