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skills/prompt-engineering-patterns/assets/prompt-template-library.md

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+# Prompt Template Library
+
+## Classification Templates
+
+### Sentiment Analysis
+```
+Classify the sentiment of the following text as Positive, Negative, or Neutral.
+
+Text: {text}
+
+Sentiment:
+```
+
+### Intent Detection
+```
+Determine the user's intent from the following message.
+
+Possible intents: {intent_list}
+
+Message: {message}
+
+Intent:
+```
+
+### Topic Classification
+```
+Classify the following article into one of these categories: {categories}
+
+Article:
+{article}
+
+Category:
+```
+
+## Extraction Templates
+
+### Named Entity Recognition
+```
+Extract all named entities from the text and categorize them.
+
+Text: {text}
+
+Entities (JSON format):
+{
+  "persons": [],
+  "organizations": [],
+  "locations": [],
+  "dates": []
+}
+```
+
+### Structured Data Extraction
+```
+Extract structured information from the job posting.
+
+Job Posting:
+{posting}
+
+Extracted Information (JSON):
+{
+  "title": "",
+  "company": "",
+  "location": "",
+  "salary_range": "",
+  "requirements": [],
+  "responsibilities": []
+}
+```
+
+## Generation Templates
+
+### Email Generation
+```
+Write a professional {email_type} email.
+
+To: {recipient}
+Context: {context}
+Key points to include:
+{key_points}
+
+Email:
+Subject:
+Body:
+```
+
+### Code Generation
+```
+Generate {language} code for the following task:
+
+Task: {task_description}
+
+Requirements:
+{requirements}
+
+Include:
+- Error handling
+- Input validation
+- Inline comments
+
+Code:
+```
+
+### Creative Writing
+```
+Write a {length}-word {style} story about {topic}.
+
+Include these elements:
+- {element_1}
+- {element_2}
+- {element_3}
+
+Story:
+```
+
+## Transformation Templates
+
+### Summarization
+```
+Summarize the following text in {num_sentences} sentences.
+
+Text:
+{text}
+
+Summary:
+```
+
+### Translation with Context
+```
+Translate the following {source_lang} text to {target_lang}.
+
+Context: {context}
+Tone: {tone}
+
+Text: {text}
+
+Translation:
+```
+
+### Format Conversion
+```
+Convert the following {source_format} to {target_format}.
+
+Input:
+{input_data}
+
+Output ({target_format}):
+```
+
+## Analysis Templates
+
+### Code Review
+```
+Review the following code for:
+1. Bugs and errors
+2. Performance issues
+3. Security vulnerabilities
+4. Best practice violations
+
+Code:
+{code}
+
+Review:
+```
+
+### SWOT Analysis
+```
+Conduct a SWOT analysis for: {subject}
+
+Context: {context}
+
+Analysis:
+Strengths:
+-
+
+Weaknesses:
+-
+
+Opportunities:
+-
+
+Threats:
+-
+```
+
+## Question Answering Templates
+
+### RAG Template
+```
+Answer the question based on the provided context. If the context doesn't contain enough information, say so.
+
+Context:
+{context}
+
+Question: {question}
+
+Answer:
+```
+
+### Multi-Turn Q&A
+```
+Previous conversation:
+{conversation_history}
+
+New question: {question}
+
+Answer (continue naturally from conversation):
+```
+
+## Specialized Templates
+
+### SQL Query Generation
+```
+Generate a SQL query for the following request.
+
+Database schema:
+{schema}
+
+Request: {request}
+
+SQL Query:
+```
+
+### Regex Pattern Creation
+```
+Create a regex pattern to match: {requirement}
+
+Test cases that should match:
+{positive_examples}
+
+Test cases that should NOT match:
+{negative_examples}
+
+Regex pattern:
+```
+
+### API Documentation
+```
+Generate API documentation for this function:
+
+Code:
+{function_code}
+
+Documentation (follow {doc_format} format):
+```
+
+## Use these templates by filling in the {variables}