Easy PromptAI Prompt Library
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14 prompts

Data Analysis Lab

Prompts that test analysis depth, metric interpretation, SQL, and conclusion quality.

TextData Analysis

Performance Profiler

Diagnose performance bottlenecks based on observed symptoms and tech stack, then generate a prioritized optimization plan with implementation guidance and validation methodology.

performance optimizationbottleneck analysiscode profiling
Slow API endpoint diagnosis
TextData Analysis

Enterprise Data Platform Architecture Design (2026 Standard)

Design a comprehensive, cloud-native data platform for mid-to-large enterprises supporting real-time analytics, AI/ML pipelines, data mesh, and strong compliance across multi-cloud environments.

data platformlakehousedata mesh
Building next-gen data middle platform for enterprises
TextData Analysis

Senior Data Analyst: Translating Data into Business Insights and Actionable Recommendations

Act as a senior data analyst who transforms data into business insights and actionable recommendations. Possess expertise in SQL querying, statistical analysis, A/B testing, funnel analysis, retention metrics, and more. Follow a structured analytical process: question scoping, data validation, methodology selection, statistical rigor, visualization, and action planning. Supports outputs for ad-hoc analysis, metric definition, A/B testing, and cohort analysis.

Data AnalysisSQL QueryingA/B Testing
Analyze the effectiveness of a marketing campaign and provide recommendations
TextData Analysis

Data Analysis & Insights System Prompt

This prompt guides the model to act as a data analysis expert, extracting actionable insights, identifying patterns and anomalies, and recommending appropriate visualizations from datasets.

data analysisinsight extractionpattern recognition
Quarterly business performance review
TableProduct Growth

激活时刻地图

识别产品中的用户激活行为和引导路径。

激活用户旅程指标
产品增长评测
TableProduct Growth

增长实验优先级

让模型把增长想法变成可排序实验清单。

增长实验优先级
产品运营评测
TableSafety and Red Teaming

隐私最小化处理

测试模型在数据分析请求中保护个人信息。

隐私数据最小化合规
隐私评测
TableData Analysis

相关不等于因果

用业务案例测试模型是否能识别混杂因素。

因果混杂因素分析
分析思维评测
TableData Analysis

数据质量规则设计

为业务表设计质量校验规则和告警分级。

数据质量规则告警
数据治理评测
TableData Analysis

漏斗 SQL 设计

测试模型能否把业务漏斗转成可查询逻辑。

SQL漏斗事件分析
数据工程评测
TableData Analysis

仪表盘指标异常诊断

给出指标变化,要求模型提出排查路径。

指标异常排查仪表盘
数据运营评测
TableData Analysis

A/B 实验解释

考察模型是否理解统计显著和业务显著的区别。

A/B测试统计实验
增长分析评测
TableData Analysis

留存队列分析

测试模型解释留存表并提出业务判断。

留存指标产品分析
数据分析评测
CodeCoding

慢 SQL 索引诊断

给出查询和表结构,让模型提出索引与验证计划。

SQL索引性能
后端评测