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Difficulty: Advanced
70 prompts
Advanced
Literature review (#1022)
Synthesize information from [NUMBER] sources on [TOPIC]. Create unified report highlighting: key findings, points of agreement, conflicts, conclusions.
Analysis & Research
Synthesize information from [NUMBER] sources on [TOPIC]. Create unified report highlighting: key findings, points of agreement, conflicts, conclusions.
Advanced
Plot development (#519)
Write [NUMBER] plot twists for a [GENRE] story. Each twist: description, narrative impact, character consequences. Ranked by originality.
Content Creation & Writing
Write [NUMBER] plot twists for a [GENRE] story. Each twist: description, narrative impact, character consequences. Ranked by originality.
Advanced
World-building (#520)
Build a [GENRE] world with: setting, magic/tech system, culture, politics, history, conflicts. Write 2-3 paragraphs for each element.
Content Creation & Writing
Build a [GENRE] world with: setting, magic/tech system, culture, politics, history, conflicts. Write 2-3 paragraphs for each element.
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
Advanced
Security auditing (#1)
You are a senior backend engineer. Audit this [LANGUAGE/FRAMEWORK] code for OWASP Top 10 issues. Report: (1) issue type, (2)...
Coding & Development
You are a senior backend engineer. Audit this [LANGUAGE/FRAMEWORK] code for OWASP Top 10 issues. Report: (1) issue type, (2) severity (Low/Med/High), (3) exploit scenario, (4) fix with code diff. Assume [RUNTIME/DB]. Do not change public function signatures.
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].
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
Problem solving (#11)
Analyze this error + logs. Propose top 3 root causes with confidence levels. Provide minimal test to reproduce. Return one-line...
Coding & Development
Analyze this error + logs. Propose top 3 root causes with confidence levels. Provide minimal test to reproduce. Return one-line fix hypothesis and diff. Note if environment-specific.
Advanced
Stack trace analysis (#12)
Analyze this stack trace. Map each frame to source lines, infer null/None sources, concurrency races, or off-by-one errors. Suggest print/log...
Coding & Development
Analyze this stack trace. Map each frame to source lines, infer null/None sources, concurrency races, or off-by-one errors. Suggest print/log probes or tracing spans. Return step-by-step bisect plan.
Advanced
Intermittent bug fixing (#13)
This [LANGUAGE] code throws [ERROR_TYPE] intermittently. The error happens [FREQUENCY] in [SCENARIO]. Debug and propose fix with explanation.
Coding & Development
This [LANGUAGE] code throws [ERROR_TYPE] intermittently. The error happens [FREQUENCY] in [SCENARIO]. Debug and propose fix with explanation.