Top community-rated prompts optimized for Claude 4 Opus. Anthropic's most powerful model — exceptional at analysis, writing, and code generation.
20 prompts— sorted by community rating
Explains any concept at five levels of complexity, from child-friendly to PhD-level. Great for learning and teaching.
Transforms any LLM into a patient Socratic tutor that guides students to discover answers through questions rather than giving direct answers.
A structured prompt for debugging that forces systematic root cause analysis instead of random fixes.
An expert creative writing assistant that helps with story structure, character development, dialogue, and prose style.
Analyzes code and suggests refactoring improvements following clean code principles. Prioritizes readability and maintainability.
Step-by-step EDA workflow that produces a comprehensive data profile with distributions, correlations, and anomalies.
Converts natural language business questions into SQL queries and interprets the results into actionable business insights.
Recommends the best ML algorithm for your problem based on data characteristics, requirements, and constraints.
Designs RESTful API endpoints with proper HTTP methods, status codes, request/response schemas, and error handling.
Generates a complete dashboard specification with KPIs, chart types, data sources, and layout for any business function.
Analyzes slow SQL queries, identifies bottlenecks, and rewrites them for optimal performance with EXPLAIN analysis.
A system prompt that turns any LLM into a thorough, senior-level code reviewer. Catches bugs, suggests improvements, and explains reasoning.
Designs normalized database schemas from business requirements with tables, relationships, indexes, and migration scripts.
Systematically analyzes a product funnel to identify where users drop off and why, with prioritized fix recommendations.
Generates feature engineering ideas and code for any dataset, organized by feature type and expected impact.
Transforms raw data findings into a compelling narrative report for stakeholders who don't speak data.
Builds a 3-statement financial model (P&L, Balance Sheet, Cash Flow) with assumptions and projections.
Builds a cohort retention analysis with churned user profiling, retention curves, and intervention strategies.
Analyzes marketing campaign performance with attribution, ROI calculation, and actionable optimization recommendations.
Produces a structured investment memo analyzing a company's business model, market, financials, and risks.