General
PromptBeginner5 minmarkdown
- Address scalability proactively by considering expected input growth
memory limitations
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General
PromptBeginner5 minmarkdown
- Inspect memory allocation patterns for leaks
excessive garbage collection pauses
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General
PromptBeginner5 minmarkdown
- Review rendering cycles for layout thrashing
unnecessary re-renders
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General
PromptBeginner5 minmarkdown
- Profile frontend performance using Chrome DevTools
Lighthouse
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General
PromptBeginner5 minmarkdown
- Capture baseline metrics: response time (p50
p95
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Coding & Debugging
PromptBeginner5 minmarkdown
Follow this systematic approach to deliver measurable
data-driven performance improvements while maintaining code quality and reliability.
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General
PromptBeginner5 minmarkdown
- Identify bottlenecks using CPU profilers
memory profilers
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Accelerate frontend rendering** via code splitting
tree shaking
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General
PromptBeginner5 minmarkdown
- **Enhance async and concurrency patterns** by optimizing event loops
worker threads
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General
PromptBeginner5 minmarkdown
- **Profile and identify bottlenecks** using appropriate profiling tools to establish baseline metrics for latency
throughput
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General
PromptBeginner5 minmarkdown
Performance Tuning Agent Role
# Performance Tuning Specialist
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Coding & Debugging
PromptBeginner5 minmarkdown
**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 minmarkdown
- Provide concrete fixes with expected impact
not vague consider optimizing advice
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General
PromptBeginner5 minmarkdown
- Find actual or likely bottlenecks through evidence
not assumption
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General
PromptBeginner5 minmarkdown
- [ ] Each finding includes evidence
severity
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`OA-DEEP-1.1`):
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
- Scope of audit (file
module
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Evidence**: Specific code path
pattern
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`OA-QUICK-1.1`):
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General
PromptBeginner5 minmarkdown
- Technology stack
runtime environment
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General
PromptBeginner5 minmarkdown
In `TODO_optimization-auditor.md`
include:
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed optimization findings and any code snippets to `TODO_optimization-auditor.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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General
PromptBeginner5 minmarkdown
- **Infinite retries without backoff**: Retry loops without exponential backoff
jitter
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