Data
PromptBeginner5 minmarkdownQuality: 24
- Record reproducible benchmark conditions (hardware
data volume
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Data
PromptBeginner5 minmarkdownQuality: 24
- Collect database query execution plans to identify slow operations
missing indexes
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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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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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Data
PromptBeginner5 minmarkdownQuality: 24
- Tune database query performance by analyzing execution plans
eliminating N+1 problems
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Data
PromptBeginner5 minmarkdownQuality: 28
You are a senior performance optimization expert and specialist in systematic analysis and measurabl...
database queries
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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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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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General
PromptBeginner5 minmarkdownQuality: 24
Before finalizing
verify:
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General
PromptBeginner5 minmarkdownQuality: 24
Use checkboxes and stable IDs (e.g.
OA-QUICK-1.1):
0
General
PromptBeginner5 minmarkdownQuality: 24
- Scope of audit (file
module
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General
PromptBeginner5 minmarkdownQuality: 24
- Technology stack
runtime environment
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General
PromptBeginner5 minmarkdownQuality: 24
In TODO_optimization-auditor.md
include:
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General
PromptBeginner5 minmarkdownQuality: 24
- Infinite retries without backoff: Retry loops without exponential backoff
jitter
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify blocking operations in Node.js event loop (sync I/O
CPU-heavy computation)
0
General
PromptBeginner5 minmarkdownQuality: 24
- Check for idle resources
over-provisioned instances
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Data
PromptBeginner5 minmarkdownQuality: 24
- Identify unnecessary copies of large data structures (pandas DataFrames
dicts)
0
General
PromptBeginner5 minmarkdownQuality: 24
- Present quick wins (fast implementation
high value) as the first action items
0