Prompt Engineering Strategies from Popular AI Assistants
Analyzing system prompts from ChatGPT, Claude, and other AI systems to extract common strategies
About This Analysis
Using the awesome-ai-system-prompts repository as source data, DocETL analyzed leaked system prompts from major AI systems to identify recurring patterns and approaches used across different assistants.
The pipeline extracts common strategies (recurring patterns across systems),implementation examples (how specific AI systems apply these strategies), andstrategy summaries (concise explanations and considerations). This analysis helps prompt engineers and AI developers identify best practices for designing effective system prompts.
Processing details: 19 AI systems analyzed • gpt-4o-mini • $0.18 total cost
Note: Strategies are extracted through automated analysis and may not capture all nuances. Use these insights as a starting point for your prompt engineering work.