Academic Peer Review for Entropy Journal
Need to evaluate a scientific paper submitted to Entropy (MDPI) with rigorous criteria focused on information theory, statistical physics, and complex systems.
Prompts for your job
AI prompts for analysis
Accessibility Audit and Remediation
Need to test a UI component or webpage for WCAG compliance and get actionable remediation steps.
Agency Growth Bottleneck Diagnostic Framework
Need to analyze your agency's growth constraints, identify the primary bottleneck, and get prioritized action steps.
Algorithm Optimization Analysis
Need to analyze the runtime, memory usage, or parallelization of a specific algorithm and get optimization suggestions.
Analyze Mobile App Cold Start Performance
Need a production-grade analysis of cold start latency and mobile performance issues in an Expo (React Native) app that uses Supabase Edge Functions.
Analyze Stock with Deep Framework
Need a comprehensive, institutional-grade stock analysis covering seven dimensions with ratings, scenario analysis, and probabilistic return estimates.
Assess Disaster Recovery Plan
Need to evaluate an existing disaster recovery plan, identify gaps, and get recommendations for improvement.
Audit and Improve a Software Project
Need a comprehensive code review, security audit, and improvement plan for a software project, with prioritized actions and optional automated fixes.
Bilingual Writing Improvement Assistant
Need to improve the clarity and professionalism of a text written in English, Chinese, or a mix of both.
Bug Report Structure Extractor
Need to extract a clear bug description (feature, expected behavior, actual issue) from messy, unstructured input like logs or chat.
Career Skills Extraction and Mapping
Want to uncover hidden skills, transferable competencies, and professional strengths through a structured interview process.
Codebase Discovery and Technical Onboarding Guide
Join a new project and need to quickly understand the codebase architecture, technology stack, and key components to become productive.
Competitor Analysis
Need to monitor and analyze competitors to identify market gaps and opportunities.
Comprehensive Code Quality and Security Audit
Need a thorough structural, logical, and security analysis of source code to produce a refactoring roadmap.
Comprehensive Code Repository Audit and Remediation
Need to thoroughly analyze a codebase for bugs, security vulnerabilities, and code quality issues, then prioritize and fix them.
Comprehensive SEO Website Audit
Need a deep, evidence-based SEO audit of a live website covering content quality, trust signals, UX, and technical issues.
Comprehensive Supplier Risk Evaluation
Need to evaluate a potential supplier's financial stability, quality control, and regulatory compliance to make an informed decision.
Conduct Corporate Due Diligence Analysis
Need a detailed, skeptical assessment of a company’s financial health, operations, reputation, and legal risks before a partnership or investment.
Conduct Energy Efficiency Audit
Need to assess energy consumption patterns, identify inefficiencies, and develop strategies for improvement.
Conduct Life Cycle Assessment
Need to analyze the environmental impact of a product or process across its entire life cycle, from raw material extraction to disposal.
Customer Review Summary and Analysis
Need to analyze a set of customer reviews, extracting common themes, sentiment, and trustworthiness to inform product or marketing decisions.
Data Lineage and Impact Analysis
Need to analyze how data flows through database scripts and stored procedures, and assess the impact of changes.
Debugging Feature Bug Flow Analysis
Need to systematically identify a bug's root cause in a feature by analyzing the system flow and providing a minimal fix.
Design System Drift Report
Need to compare design system documentation against actual code to identify new, deprecated, or mismatched tokens and components.