Data
PromptBeginner5 minmarkdownQuality: 28
- Apply specific optimizations based on profiling data: select optimal data structures
implement caching
0
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25,201 skills indexed with the new KISS metadata standard.
Showing 24 of 25,201Categories: Data & Insights, Creative, Data, Coding & Debugging, Education
Data
PromptBeginner5 minmarkdownQuality: 24
- Analyze database query patterns for N+1 problems
unnecessary joins
0
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
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Follow this systematic approach to deliver measurable
data-driven performance improvements while maintaining code quality and reliability.
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Accelerate frontend rendering via code splitting
tree shaking
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Tune database query performance by analyzing execution plans
eliminating N+1 problems
0
Data
PromptBeginner5 minmarkdownQuality: 28
You are a senior performance optimization expert and specialist in systematic analysis and measurabl...
database queries
0
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.....
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Evidence: Specific code path
pattern
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
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: 24
- Unbounded data loading: Queries or API calls without pagination
limits
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Dead code and unused exports: Functions
classes
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Identify unnecessary copies of large data structures (pandas DataFrames
dicts)
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Assess removal safety for dead code (Safe
Likely Safe
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Cite specific code paths
patterns
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Classify findings as Reuse Opportunity
Dead Code
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Dead code
unused imports
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Loading full datasets instead of streaming
pagination
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Propose concrete code changes
query rewrites
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Review database queries for N+1 patterns
missing indexes
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Review available metrics
profiling data
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Understand the expected traffic patterns
data volumes
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Identify cost optimization opportunities in infrastructure
API calls
0