Data
PromptBeginner5 minmarkdown
- Apply specific optimizations based on profiling data: select optimal data structures
implement caching
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94,845 skills indexed with the new KISS metadata standard.
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Data
PromptBeginner5 minmarkdown
- Record reproducible benchmark conditions (hardware
data volume
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Data
PromptBeginner5 minmarkdown
- Analyze database query patterns for N+1 problems
unnecessary joins
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General
PromptBeginner5 minmarkdown
- Profile frontend performance using Chrome DevTools
Lighthouse
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Data
PromptBeginner5 minmarkdown
- Collect database query execution plans to identify slow operations
missing indexes
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General
PromptBeginner5 minmarkdown
- Capture baseline metrics: response time (p50
p95
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General
PromptBeginner5 minmarkdown
- Identify bottlenecks using CPU profilers
memory profilers
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General
PromptBeginner5 minmarkdown
- **Enhance async and concurrency patterns** by optimizing event loops
worker threads
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Accelerate frontend rendering** via code splitting
tree shaking
0
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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Business
PromptBeginner5 minmarkdown
- **Improve memory management** through heap profiling
leak detection
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Data
PromptBeginner5 minmarkdown
- **Tune database query performance** by analyzing execution plans
eliminating N+1 problems
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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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Data
PromptBeginner5 minmarkdown
You are a senior performance optimization expert and specialist in systematic analysis and measurable improvement of algorithm efficiency
database queries
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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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
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`OA-QUICK-1.1`):
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Evidence**: Specific code path
pattern
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