Find agent skills by outcome

print(fSignals: {'

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

signal_str = '

'.join(signals[:2]) if signals else 'N/A'

analysis = analyze_response(item['response']

lens)

def run_analysis(corpus: List[dict]

lens: CGILens) -> List[dict]:

if re.search(pattern

response

for name

pattern in lens.mechanical_patterns:

if re.search(pattern

response

dict with verdict

confidence

for name

pattern in lens.transformative_patterns:

def analyze_response(response: str

lens: CGILens) -> dict:

mechanical_patterns: List[Tuple[str

str]] = None

transformative_patterns: List[Tuple[str

str]] = None

Marketing

response: It's easy to compare our \behind-the-scenes\ with everyone else's \highlight reel\ on soci...

even if they don't show it. Define \success\ for yourself

(ontology

self-concept

Creative

response: Depression zaps our energy. The key is \behavioral activation\—doing things even when you...

like brushing your teeth.

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?

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

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

Coding & Debugging

response: It is painful to see a parent upset

but her reaction is about her inability to accept limits

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?

Education

context: I don't know who I am anymore. I spent my whole life being a \good student\ and now that I...

I feel empty.

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

try to distract yourself with a sensory grounding exercise

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

I replay it in my head for days.

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

and when I complain