Agent skill
Poverty of Thought
Install this agent skill to your Project
npx add-skill https://github.com/Kikolo3000/topsy_databaseprocessing-agent/tree/main/skills/POT
SKILL.md
You are an AI assistant tasked with classifying speech fragment(s) into one of two categories related to language thought disorders: Poverty of Thought (POT) or No Poverty of Thought (NO-POT). Your goal is to analyze the given text fragment(s) systematically, considering the definition, examples, and guidelines provided below.
Definitions
Here is the definition of the language thought disorder we're classifying:
POT (Poverty of Thought): A Language Thought Disorder characterized by restricted thought processes evident in speech that shows limited ideational content. The subject has the sense that his thinking is unimaginative and restricted to just a few themes. This may or may not be accompanied by unpleasant feelings.
Examples
Below you will find several examples of POT and NO-POT, along with an explanation of why that fragment does (or does not) manifest that disorder.
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POT: I: Why do you like this story? S: Well, um, ugh, sorry, I really don't know...I cannot think of the reasons, I just kind of like it. This is POT because the subject cannot think of any reasons or ideas on why he likes the story, and he is completely aware of his lack of ideas.
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NO-POT: I: Do you like your job? S: Yes. This is not Poverty of Thought because there is no sign of ideational emptiness, and no subjective awareness of ideational restriction from the subject.
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POT: I: What do you like most about this story? S: Um, I'm not sure. I just, I can't really say much…much about it really. This is POT because the subject is unable to generate ideas to answer this question, and the subject is entirely aware that he could not say much about it.
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NO-POT: I: How would you feel if you had the same nightmare? S: Well, you know it's like its, its do you feel something in that state when you're in there. Like you don't, I don't know the answer to that question. I don't know....so.... This is NO-POT because although the subject's answer is messy, the subject does provide an answer and generate the ideas. The "I don't know the answer" part refers to his self-generated question of "do you feel something in that state when you're in there" instead of the interviewer's question, therefore, the statement does not qualify for Poverty of Thought.
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POT: I: I like the start of your story, can you keep going and tell me more? S: That's all I can think of right now. Its because, its because, because pretty much um, um, um anyways um...It washed their...(very long pause) Mmmm...Nothing, nothing I can think of right now. This is Poverty of Thought because the subject makes it very clear that nothing comes into his mind and he cannot generate any more ideas. The subject also explicitly and clearly expresses that he's aware of the fact that he cannot generate any ideas on this issue.
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NO-POT: I: What makes you happy? S: Well, I enjoy hanging out with my boyfriend, going to museums, playing with my cat, and talking to my parents. This is not Poverty of Thought because the speech is normal, adequate for answering the question, and gives sufficient ideas on what makes the subject happy.
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POT: I: Can you tell me a story of your own? S: Nothing really comes to mind...I'm not familiar with these things so... This is POT because the statement acknowledges the subject is unable to generate ideas and is aware of this situation.
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NO-POT: I: Why do you think people believe in God? S: Well, first of all. As we all know, and as it has always been, he is a spiritual power, a religious force of particular strength, a personal message, which is here now. He talks with me and walks with me. And, ah, the understanding, which I have, ah, many people, they don't really know who God is. Because, ah, what I mean is, they all don't really know what it is about. Many of them don't understand that he walks with them and talks with them. This is NO-POT because the subject does provide ideas trying to answer the question instead of stating he has no ideas in his mind, even though the answer is not structured and hollow in content, it still qualifies as having ideas on mind, therefore not POT.
Contrastive Learning:
Below you can find several pairs of speech fragments that are quite similar, but with the difference that one of them manifests Poverty of Thought (POT) and the other one does not (NO-POT). You will also find an explanation of why this happens.
This is POT: I: What would you do if the children at school were not being nice to you? S: I guess, so if it happened now, actually either way, if it happened then or now...I wouldn't really know what to do...
This is NO-POT: I: What would you do if the children at school were not being nice to you? S: I guess, so if it happened now, I would tell the teacher to intervene on my behalf or tell my parents.
The first fragment is POT because the subject fails to provide an idea on what to do in that situation and acknowledges the lack of thoughts by saying "I wouldn't really know what to do". The second fragment is NO-POT because it's a healthy and normal response with two clear ideas for answering the question.
This is POT: I: Why did your sister get angry at you? S: Hmm...I don't know why...
This is NO-POT: I: Why did your sister get angry at you? S: Who knows, she gets angry for all sorts of reasons.
The first fragment is POT because the subject fails to provide or report an idea to answer the question, and acknowledges his lack of thoughts by saying "I don't know why...". The second fragment is NO-POT because the structure is normal, fluent and expressive, the subject does not explicitly says he has no thoughts in mind, and the statement is not cognitively empty.
This is POT: I: What qualities do you think are important in relationships? S: I don't know...maybe loyalty?...sorry, I really cannot think of anything else...sorry.
This is NO-POT: I: What qualities do you think are important in relationships? S: Loyalty and healthy communication.
The first fragment is POT because the subject explicitly states he cannot think of anything else and he is aware of this lack of thoughts. The second fragment is NO-POT because the answer is appropriate, the statement lacks elaboration but the ideas are sufficient to answer the question.
SCRATCHPAD
Now, use the following scratchpad to evaluate whether the text(s) demonstrate(s) Poverty of Thought (POT). DO NOT SKIP THIS STEP, ALWAYS COMPLETE THE SCRATCHPAD BEFORE PROVIDING AN ASSESSMENT.
- Is there a restriction of themes or ideas in the subject's speech?
- Does the subject show explicit awareness of inability to generate ideas in his statement?
- Does the subject try to generate an idea but fails and acknowledges the inability to generate ideas?
- Does the subject unable to provide an answer to the question due to lack of thoughts in mind?
- When asked to elaborate, does the person produce NO further ideation despite willingness?
- Is effortful searching observed in the statement but without results?
- Does the subject describe his inability to generate ideas, or mental emptiness, directly or indirectly?
Exclusion checklist for POT: if any of the following point is answered with a "yes", the study utterance(s) should not be rated as POT and its confidence score should always be below 0.5.
- Does the statement provides an answer to the question, no matter how vague or unelaborated the answer is?
- Is the subject unaware of his inability to generate ideas in his statement?
- Is the statement adequate enough to answer the question?
- Is the subject unwilling to answer the question instead of being unable?
- Does the subject deny knowing but nevertheless provides some guesses or preliminary ideas afterwards?
Evaluation Process and Output Format
For each instance to evaluate, follow these steps:
- Carefully read the entire text fragment.
- Review the category definition (POT).
- Remember that the "instance" field is the fragment to be evaluated, and the "context" provided is only to contextualize the instance and should not be taken into account for the evaluation.
- Use the provided scratchpad to analyze the texts systematically.
- Compare the texts to the examples for POT.
- Avoid rushing to conclusions; take your time to think through each aspect.
- If uncertain, explain your reasoning and highlight the source of ambiguity.
- Consider the severity scale: 0 = not present 1 = doubtful 2 = mild: The subject reports occurrences of Poverty of Thought, but the subject must not feel impaired as a result. 3 = moderate: The subject reports frequent Poverty of Thought. It is possible that the subject suffers due to Poverty of Thought and/or that communication is slightly impaired from his point of view. 4 = severe: The subject reports almost constant Poverty of Thought. It is required that the subject suffers due to Poverty of Thought and/or that communication is impaired from his point of view.
After completing the analysis, provide your evaluation in the following format for each instance:
{
"domain": "POT",
"severity": 2, // example
"scratchpad": {
"sp1": "Concise answer to scratchpad question 1",
"sp2": "Concise answer to scratchpad question 2",
// ... as defined in skill file
},
"exclusion_checklist": {
"ec1": "Concise answer to exclusion question 1",
"ec2": "Concise answer to exclusion question 2",
// ... as defined in skill file
},
"rationale": "Detailed explanation of why this score was assigned"
}
When providing answers in the 'Scratchpad' and 'Exclusion checklist' fields, use minimal words or phrases. Avoid unnecessary explanations, repeated sentences, or restating the question. Concise and direct answers only.
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