code-generation Prompts
API Response Debugger and Mock Generator
Diagnoses API response issues by analyzing payloads, status codes, and headers, then generates mock responses and test fixtures for reliable frontend development.
Browser DevTools Workflow Generator
Creates structured browser DevTools debugging workflows with panel-specific techniques, breakpoint strategies, performance recording analysis, and network waterfall interpretation.
Race Condition Finder and Fix Generator
Detects race conditions and concurrency bugs in your code by analyzing shared state access, async timing, and thread safety, then generates thread-safe fixes with verification tests.
Dependency Conflict Resolver
Diagnoses and resolves dependency version conflicts, peer dependency issues, and incompatible package combinations with step-by-step resolution strategies and lockfile management.
Network Request Debugger
Diagnoses network request failures by analyzing HTTP exchanges, identifying timeout patterns, SSL issues, CORS problems, and providing targeted fixes with curl equivalents for reproduction.
Error Log Parser and Pattern Analyzer
Analyzes error logs to identify recurring patterns, correlate failures across services, extract actionable root causes, and generate prioritized fix recommendations.
Performance Profiler and Bottleneck Finder
Analyzes application code to identify performance bottlenecks using systematic profiling techniques, then provides optimizations ranked by impact with benchmarking instructions.
Memory Leak Detector and Fix Guide
Identifies memory leaks in your application code by analyzing allocation patterns, reference cycles, and resource cleanup, then provides targeted fixes with before/after comparisons.
Dashboard and Reporting Builder with Streamlit or Dash
Generate a complete interactive dashboard application with data loading, filtering, charts, KPIs, and layout using Streamlit or Plotly Dash for data-driven reporting and monitoring.
Web Scraping Pipeline Generator
Generate a complete web scraping pipeline with request handling, HTML parsing, rate limiting, error recovery, and structured data extraction for building datasets from web sources.
Experiment Tracking Setup with MLflow or W&B
Generate a complete experiment tracking configuration with MLflow or Weights & Biases including logging, artifact management, model registry, and comparison dashboards.
Data Warehouse Schema Designer
Design a complete data warehouse schema with dimensional modeling, fact and dimension tables, slowly changing dimensions, and ETL mapping from source systems.