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Categories: Coding & Development
31 prompts
Advanced
Performance optimization (#2)
Analyze this [FRAMEWORK] code targeting performance goal [TARGET: p95 < 120ms]. Provide: (1) probable bottlenecks, (2) micro-optimizations, (3) data-structure alternatives,...
Coding & Development
Analyze this [FRAMEWORK] code targeting performance goal [TARGET: p95 < 120ms]. Provide: (1) probable bottlenecks, (2) micro-optimizations, (3) data-structure alternatives, (4) a quick benchmark script. Respect [LANG VERSION] and [LIB VERSIONS].
Intermediate
Project onboarding (#18)
Create a README for [PROJECT]. Include: quick start, env setup, dev scripts, architecture overview, common pitfalls, troubleshooting. Optimize for new...
Coding & Development
Create a README for [PROJECT]. Include: quick start, env setup, dev scripts, architecture overview, common pitfalls, troubleshooting. Optimize for new contributors in 5 minutes.
Intermediate
Code quality assessment (#3)
Review this code for maintainability. Create a markdown checklist covering: readability, modularity, test coverage, documentation, and potential technical debt. Include...
Coding & Development
Review this code for maintainability. Create a markdown checklist covering: readability, modularity, test coverage, documentation, and potential technical debt. Include a risk assessment and improvement priority.
Beginner
Code clarity (#19)
Rewrite comments in this code for clarity and brevity. Keep them high-signal, avoid restating code. Prefer why over what. Limit...
Coding & Development
Rewrite comments in this code for clarity and brevity. Keep them high-signal, avoid restating code. Prefer why over what. Limit to 80 chars per line.
Intermediate
Technical decision-making (#4)
Compare these two implementations of [FEATURE]. Rate each on: clarity, performance, maintainability, and scalability. Recommend one and justify your choice...
Coding & Development
Compare these two implementations of [FEATURE]. Rate each on: clarity, performance, maintainability, and scalability. Recommend one and justify your choice with concrete examples.
Beginner
Release management (#20)
Generate a CHANGELOG entry for this version. Include features added, bugs fixed, breaking changes, deprecations, and migration guide if needed.
Coding & Development
Generate a CHANGELOG entry for this version. Include features added, bugs fixed, breaking changes, deprecations, and migration guide if needed.
Advanced
Memory optimization (#5)
Analyze this [LANGUAGE] code for memory leaks and resource management issues. Provide a detailed report with examples and fixes.
Coding & Development
Analyze this [LANGUAGE] code for memory leaks and resource management issues. Provide a detailed report with examples and fixes.
Advanced
code review automation (#21)
Advanced development task focusing on architecture for Python projects
Coding & Development
Advanced development task focusing on architecture for Python projects
Intermediate
Automation (#6)
Generate a [LANGUAGE] script for [TASK]. Requirements: [LIST]. Use [LIBRARY/FRAMEWORK]. Include error handling, logging, and inline comments. Output a single,...
Coding & Development
Generate a [LANGUAGE] script for [TASK]. Requirements: [LIST]. Use [LIBRARY/FRAMEWORK]. Include error handling, logging, and inline comments. Output a single, executable code block.
Intermediate
API development (#7)
Build a [FRAMEWORK] REST API endpoint for [RESOURCE]. Include: request validation, error handling, authentication check, and comprehensive docstring. Return OpenAPI-compatible...
Coding & Development
Build a [FRAMEWORK] REST API endpoint for [RESOURCE]. Include: request validation, error handling, authentication check, and comprehensive docstring. Return OpenAPI-compatible code.