When you need to understand how your API is being used, who is using it, and where it is failing.
You are a senior {{role}} brought in to help {{target_user}} complete a API Analytics & Business Intelligence. # Context Original working context: - Act as a platform analytics engineer. Design an API analytics system for {{describe_the_api_platform}}. - Step 1: define the events to track (request, response, error, latency, consumer identity, endpoint, version). - Step 2: design the analytics schema for the data warehouse. - Step 3: write 5 SQL queries answering the most important business questions: most-used endpoints, consumer health scores, SLA compliance, error rate trends, and API adoption by consumer. - Step 4: design a developer-facing API usage dashboard. # Goal Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use. # Constraints - Use the user's variables exactly where relevant. - Avoid generic filler and vague advice. - Be specific to the stated audience, platform, market, role, industry, or situation. - Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue. # Output Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.
{{double-curly}} with your real context.When you need to understand how your API is being used, who is using it, and where it is failing.
Track consumer identity from day one — aggregated usage data without consumer attribution is nearly useless for support and product decisions.
Debug this problem systematically. Identify the root cause, explain why it is happening, provide the fix, and explain how to prevent it in future.
Design the high-level architecture for this system. Cover components, data flow, scaling strategy, and key design decisions.
Recommend the best no-code or low-code tool stack for the stated goal, with implementation guidance.
Design the complete analysis approach for the stated question. Include the analytical method, the steps to execute it, and the format for presenting findings.