kgraph-mcp-agent-platform / data /initial_prompts_expanded.json
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[
{
"prompt_id": "basic_text_summary_001",
"name": "Basic Text Summarization",
"description": "Simple summarization for general documents and articles",
"target_tool_id": "text_summarizer_001",
"template_string": "Please summarize this text in {{max_length}} words, keeping the summary at least {{min_length}} words: {{text}}",
"tags": [
"summarization",
"basic",
"general"
],
"input_variables": [
"text",
"max_length",
"min_length"
],
"difficulty_level": "beginner"
},
{
"prompt_id": "structured_doc_summary_002",
"name": "Structured Document Summary",
"description": "Professional summarization with key points and action items for business documents",
"target_tool_id": "text_summarizer_001",
"template_string": "Create a professional summary of this document with key points and actionable insights, maximum {{max_length}} words: {{text}}",
"tags": [
"summarization",
"business",
"structured"
],
"input_variables": [
"text",
"max_length"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "executive_brief_003",
"name": "Executive Brief Generation",
"description": "High-level executive summary focusing on strategic insights and decisions",
"target_tool_id": "text_summarizer_001",
"template_string": "Generate an executive brief focusing on strategic insights, decisions, and business impact from this content ({{max_length}} words max): {{text}}",
"tags": [
"summarization",
"executive",
"strategic"
],
"input_variables": [
"text",
"max_length"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "customer_feedback_analysis_004",
"name": "Customer Feedback Analysis",
"description": "Detailed sentiment analysis for customer reviews and feedback",
"target_tool_id": "sentiment_analyzer_002",
"template_string": "Analyze the sentiment and emotional tone of this customer feedback, providing detailed insights: {{input_text}}",
"tags": [
"sentiment",
"customer",
"feedback"
],
"input_variables": [
"input_text"
],
"difficulty_level": "beginner"
},
{
"prompt_id": "social_media_monitoring_005",
"name": "Social Media Sentiment Monitoring",
"description": "Social media sentiment analysis with trend identification",
"target_tool_id": "sentiment_analyzer_002",
"template_string": "Perform comprehensive sentiment analysis on this social media content, including emotional indicators and trend insights: {{input_text}}",
"tags": [
"sentiment",
"social",
"monitoring"
],
"input_variables": [
"input_text"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "brand_perception_analysis_006",
"name": "Brand Perception Analysis",
"description": "Advanced sentiment analysis for brand monitoring and reputation management",
"target_tool_id": "sentiment_analyzer_002",
"template_string": "Analyze brand perception and reputation indicators in this content, focusing on sentiment drivers and perception factors: {{input_text}}",
"tags": [
"sentiment",
"brand",
"reputation"
],
"input_variables": [
"input_text"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "security_vulnerability_scan_007",
"name": "Security Vulnerability Scan",
"description": "Comprehensive security analysis to identify potential vulnerabilities",
"target_tool_id": "code_analyzer_005",
"template_string": "Perform a thorough security vulnerability scan on this {{language}} code, identifying potential security risks and providing remediation suggestions: {{code}}",
"tags": [
"security",
"vulnerability",
"scanning"
],
"input_variables": [
"code",
"language"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "code_quality_assessment_008",
"name": "Code Quality Assessment",
"description": "Comprehensive code quality analysis with metrics and recommendations",
"target_tool_id": "code_analyzer_005",
"template_string": "Analyze the quality of this {{language}} code, providing quality metrics, complexity analysis, and improvement recommendations: {{code}}",
"tags": [
"code",
"quality",
"metrics"
],
"input_variables": [
"code",
"language"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "multi_language_review_009",
"name": "Multi-Language Code Review",
"description": "Cross-language code review with best practices validation",
"target_tool_id": "code_analyzer_005",
"template_string": "Perform a comprehensive code review of this {{language}} code, checking for best practices, maintainability, and potential issues: {{code}}",
"tags": [
"code",
"review",
"practices"
],
"input_variables": [
"code",
"language"
],
"difficulty_level": "beginner"
},
{
"prompt_id": "performance_optimization_010",
"name": "Performance Optimization Analysis",
"description": "Advanced performance analysis with optimization recommendations",
"target_tool_id": "code_analyzer_005",
"template_string": "Analyze this {{language}} code for performance bottlenecks and provide optimization recommendations for improved efficiency: {{code}}",
"tags": [
"performance",
"optimization",
"efficiency"
],
"input_variables": [
"code",
"language"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "csv_data_insights_011",
"name": "CSV Data Analysis & Insights",
"description": "Comprehensive CSV file analysis with statistical insights",
"target_tool_id": "file_processor_006",
"template_string": "Analyze this CSV file and provide comprehensive data insights, statistical summaries, and data quality assessment: {{file}}",
"tags": [
"csv",
"data",
"analysis"
],
"input_variables": [
"file"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "json_structure_exploration_012",
"name": "JSON Structure Exploration",
"description": "Deep analysis of JSON file structure and content organization",
"target_tool_id": "file_processor_006",
"template_string": "Explore and analyze the structure of this JSON file, providing insights into data organization, key relationships, and content patterns: {{file}}",
"tags": [
"json",
"structure",
"exploration"
],
"input_variables": [
"file"
],
"difficulty_level": "beginner"
},
{
"prompt_id": "document_content_extraction_013",
"name": "Document Content Extraction",
"description": "Extract and analyze content from various document formats",
"target_tool_id": "file_processor_006",
"template_string": "Extract and analyze the content from this document file, providing content summary, structure analysis, and key information: {{file}}",
"tags": [
"document",
"extraction",
"content"
],
"input_variables": [
"file"
],
"difficulty_level": "beginner"
},
{
"prompt_id": "data_validation_report_014",
"name": "Data Validation & Quality Report",
"description": "Advanced data validation with quality metrics and recommendations",
"target_tool_id": "file_processor_006",
"template_string": "Perform comprehensive data validation and quality analysis on this file, providing quality metrics, error detection, and improvement recommendations: {{file}}",
"tags": [
"validation",
"quality",
"data"
],
"input_variables": [
"file"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "statistical_analysis_015",
"name": "Statistical Data Analysis",
"description": "Advanced statistical analysis with descriptive and inferential statistics",
"target_tool_id": "math_calculator_007",
"template_string": "Perform comprehensive statistical analysis on this expression or dataset, providing descriptive statistics, patterns, and insights: {{expression}}",
"tags": [
"statistics",
"analysis",
"data"
],
"input_variables": [
"expression"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "mathematical_computation_016",
"name": "Advanced Mathematical Computation",
"description": "Complex mathematical calculations with detailed explanations",
"target_tool_id": "math_calculator_007",
"template_string": "Calculate and explain this mathematical expression with step-by-step breakdown and result interpretation: {{expression}}",
"tags": [
"math",
"calculation",
"computation"
],
"input_variables": [
"expression"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "data_science_calculations_017",
"name": "Data Science Calculations",
"description": "Specialized calculations for data science and analytics",
"target_tool_id": "math_calculator_007",
"template_string": "Perform data science calculations and analysis on this expression, providing insights relevant to data analytics and modeling: {{expression}}",
"tags": [
"data science",
"analytics",
"modeling"
],
"input_variables": [
"expression"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "financial_modeling_018",
"name": "Financial Modeling Operations",
"description": "Financial calculations and modeling for business analysis",
"target_tool_id": "math_calculator_007",
"template_string": "Calculate financial metrics and perform business analysis on this expression, providing financial insights and interpretations: {{expression}}",
"tags": [
"finance",
"business",
"modeling"
],
"input_variables": [
"expression"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "website_content_extraction_019",
"name": "Website Content Extraction",
"description": "Clean extraction of main content from web pages",
"target_tool_id": "web_scraper_008",
"template_string": "Extract and clean the main content from this website URL, focusing on the primary information and removing navigation/ads: {{url}}",
"tags": [
"web",
"extraction",
"content"
],
"input_variables": [
"url"
],
"difficulty_level": "beginner"
},
{
"prompt_id": "research_data_mining_020",
"name": "Research Data Mining",
"description": "Targeted data extraction for research and analysis purposes",
"target_tool_id": "web_scraper_008",
"template_string": "Mine and extract research-relevant data from this URL, focusing on factual information, statistics, and key insights: {{url}}",
"tags": [
"research",
"mining",
"data"
],
"input_variables": [
"url"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "competitor_analysis_021",
"name": "Competitor Analysis Scraping",
"description": "Strategic web scraping for competitive intelligence",
"target_tool_id": "web_scraper_008",
"template_string": "Extract competitive intelligence and business insights from this website, focusing on strategic information and market positioning: {{url}}",
"tags": [
"competitor",
"intelligence",
"business"
],
"input_variables": [
"url"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "news_aggregation_022",
"name": "News & Article Aggregation",
"description": "News content extraction with focus on key information",
"target_tool_id": "web_scraper_008",
"template_string": "Extract and summarize news content from this URL, focusing on key facts, quotes, and important information: {{url}}",
"tags": [
"news",
"aggregation",
"content"
],
"input_variables": [
"url"
],
"difficulty_level": "beginner"
},
{
"prompt_id": "detailed_image_analysis_023",
"name": "Detailed Image Analysis",
"description": "Comprehensive image analysis with object and scene detection",
"target_tool_id": "enhanced_image_009",
"template_string": "Perform detailed analysis of this image, identifying objects, scenes, activities, and spatial relationships with comprehensive descriptions: {{image_file}}",
"tags": [
"image",
"analysis",
"comprehensive"
],
"input_variables": [
"image_file"
],
"difficulty_level": "advanced"
},
{
"prompt_id": "accessibility_captioning_024",
"name": "Accessibility Image Captioning",
"description": "Accessibility-focused image descriptions for visual impairment support",
"target_tool_id": "enhanced_image_009",
"template_string": "Generate accessibility-focused descriptions of this image for visually impaired users, including detailed spatial and contextual information: {{image_file}}",
"tags": [
"accessibility",
"description",
"support"
],
"input_variables": [
"image_file"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "creative_scene_description_025",
"name": "Creative Scene Description",
"description": "Creative and engaging descriptions for content and storytelling",
"target_tool_id": "enhanced_image_009",
"template_string": "Create engaging and creative descriptions of this image suitable for storytelling, content creation, or artistic interpretation: {{image_file}}",
"tags": [
"creative",
"storytelling",
"content"
],
"input_variables": [
"image_file"
],
"difficulty_level": "intermediate"
},
{
"prompt_id": "technical_image_documentation_026",
"name": "Technical Image Documentation",
"description": "Technical analysis and documentation of images for professional use",
"target_tool_id": "enhanced_image_009",
"template_string": "Provide technical analysis and professional documentation of this image, including technical details, measurements, and relevant specifications: {{image_file}}",
"tags": [
"technical",
"documentation",
"professional"
],
"input_variables": [
"image_file"
],
"difficulty_level": "advanced"
}
]