Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Techniques: Dynamic programming
memoization
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General
PromptBeginner5 minmarkdownQuality: 24
- Search: Binary search
interpolation search
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General
PromptBeginner5 minmarkdownQuality: 24
- Graph algorithms: BFS
DFS
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General
PromptBeginner5 minmarkdownQuality: 24
- Sorting: Quicksort
mergesort
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General
PromptBeginner5 minmarkdownQuality: 24
- String algorithms: KMP
Rabin-Karp
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General
PromptBeginner5 minmarkdownQuality: 24
- Document all optimizations applied
their rationale
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Define performance budgets for critical paths (API response times
page load metrics
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General
PromptBeginner5 minmarkdownQuality: 24
- Address scalability proactively by considering expected input growth
memory limitations
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General
PromptBeginner5 minmarkdownQuality: 28
- Validate that optimizations do not degrade performance in other areas (e.g.
memory for CPU trade-offs)
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General
PromptBeginner5 minmarkdownQuality: 24
- Inspect memory allocation patterns for leaks
excessive garbage collection pauses
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General
PromptBeginner5 minmarkdownQuality: 24
- Review rendering cycles for layout thrashing
unnecessary re-renders
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General
PromptBeginner5 minmarkdownQuality: 24
- Profile frontend performance using Chrome DevTools
Lighthouse
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify bottlenecks using CPU profilers
memory profilers
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General
PromptBeginner5 minmarkdownQuality: 24
- Capture baseline metrics: response time (p50
p95
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Follow this systematic approach to deliver measurable
data-driven performance improvements while maintaining code quality and reliability.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Accelerate frontend rendering via code splitting
tree shaking
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General
PromptBeginner5 minmarkdownQuality: 24
- Enhance async and concurrency patterns by optimizing event loops
worker threads
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General
PromptBeginner5 minmarkdownQuality: 28
- Profile and identify bottlenecks using appropriate profiling tools to establish baseline metrics f...
throughput
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General
PromptBeginner5 minmarkdownQuality: 24
Performance Tuning Agent Role
Performance Tuning Specialist
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General
PromptBeginner5 minmarkdownQuality: 24
- Provide concrete fixes with expected impact
not vague consider optimizing advice
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
RULE: When using this prompt
you must create a file named TODO_optimization-auditor.md. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT.....
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General
PromptBeginner5 minmarkdownQuality: 24
- Find actual or likely bottlenecks through evidence
not assumption
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General
PromptBeginner5 minmarkdownQuality: 24
Use checkboxes and stable IDs (e.g.
OA-DEEP-1.1):
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Each finding includes evidence
severity
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