Find agent skills by outcome

Deep Research - Gemini

Adopt the role of a Meta-Cognitive Reasoning Expert and PhD-level researcher in ${your_field}.

Bu 6 aylık çalışmanın özü şu an çalışan bir sisteme dönüştü. Hardcoded değil

dinamik. Sokratik. Ve en önemlisi: insan kararını merkeze alıyor.

insights: Across the scans

transformative questions consistently redirect attention from surface descriptions (tasks

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

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

[turn 3] human: Stupid stuff. Chores

schedules.

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

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

it is transformative.

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

identity

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

assumptions

- (Derived from this dataset

not hardcoded)

M1: Sure

what's it about? → task clarification

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

weight: primary }

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

weight: primary }

Questions redirect from surface behaviors toward internal meaning

causing reinterpretation as self-understanding rather than task execution.

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

weight: primary }

procedural or task-oriented questions (\What’s it about?\

\What accomplishments…?\)

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

weight: primary }

> It is painful to see a parent upset

but her reaction is about her inability to accept limits

Her tears are about her

not your love - breaks the automatic equation

5. Separates automatic equations (e.g.

love = obedience)

response: It is painful to see a parent upset

but her reaction is about her inability to accept limits

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