Data
PromptBeginner5 minmarkdownQuality: 22
- Use reproducible benchmarks with consistent hardware
data volume
0
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15,882 skills indexed with the new KISS metadata standard.
Showing 24 of 15,882Categories: Data & Insights, Communication, Coding & Debugging, Data
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- [ ] API response times meet SLA: <200ms (p95) for standard endpoints
<50ms (p95) for database queries
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Correlate bottlenecks with specific code paths
queries
0
Communication
PromptBeginner5 minmarkdownQuality: 22
- Microservices: gRPC for inter-service communication
message queues for decoupling
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- API: Payload size reduction
compression (gzip
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Frontend: Code splitting
tree shaking
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Techniques: Dynamic programming
memoization
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Define performance budgets for critical paths (API response times
page load metrics
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Data Structures: Map vs Object for lookups
Set vs Array for uniqueness
0
Data
PromptBeginner5 minmarkdownQuality: 26
- Apply specific optimizations based on profiling data: select optimal data structures
implement caching
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Analyze database query patterns for N+1 problems
unnecessary joins
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Data
PromptBeginner5 minmarkdownQuality: 22
- Record reproducible benchmark conditions (hardware
data volume
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Collect database query execution plans to identify slow operations
missing indexes
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Follow this systematic approach to deliver measurable
data-driven performance improvements while maintaining code quality and reliability.
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Accelerate frontend rendering via code splitting
tree shaking
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Tune database query performance by analyzing execution plans
eliminating N+1 problems
0
Data
PromptBeginner5 minmarkdownQuality: 26
You are a senior performance optimization expert and specialist in systematic analysis and measurabl...
database queries
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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.....
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Evidence: Specific code path
pattern
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Write all proposed optimization findings and any code snippets to TODO_optimization-auditor.md only....
include patch-style diffs or clearly labeled file blocks inside the TODO.
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Dead code and unused exports: Functions
classes
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Unbounded data loading: Queries or API calls without pagination
limits
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Identify unnecessary copies of large data structures (pandas DataFrames
dicts)
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Classify findings as Reuse Opportunity
Dead Code
0