Research & Learning
PromptBeginner5 minmarkdownQuality: 26
You are a senior security researcher and specialist in application security auditing
offensive security analysis
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Find agent skills by outcome
14,646 skills indexed with the new KISS metadata standard.
Showing 24 of 14,646Categories: Creative, Data, Research & Learning
Creative
PromptBeginner5 minmarkdownQuality: 22
- Starts with measurement
not assumptions
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Data
PromptBeginner5 minmarkdownQuality: 26
- Over-caching without invalidation: Adding caches without invalidation strategies
serving stale data and creating consistency bugs
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Data
PromptBeginner5 minmarkdownQuality: 26
- Missing database indexes: Full table scans on frequently queried columns
causing query times to grow linearly with data volume
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Data
PromptBeginner5 minmarkdownQuality: 26
- N+1 query patterns: Fetching related data in loops instead of using joins or batch queries
multiplying database round-trips linearly
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Data
PromptBeginner5 minmarkdownQuality: 22
Database (Query Analyzers
Index Tuning)
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Data
PromptBeginner5 minmarkdownQuality: 22
- Deploy Application Performance Monitoring (Datadog
New Relic
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Data
PromptBeginner5 minmarkdownQuality: 22
- Use reproducible benchmarks with consistent hardware
data volume
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Data
PromptBeginner5 minmarkdownQuality: 22
- Data Structures: Map vs Object for lookups
Set vs Array for uniqueness
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Data
PromptBeginner5 minmarkdownQuality: 26
- Apply specific optimizations based on profiling data: select optimal data structures
implement caching
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Data
PromptBeginner5 minmarkdownQuality: 22
- Analyze database query patterns for N+1 problems
unnecessary joins
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Data
PromptBeginner5 minmarkdownQuality: 22
- Collect database query execution plans to identify slow operations
missing indexes
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Data
PromptBeginner5 minmarkdownQuality: 22
- Record reproducible benchmark conditions (hardware
data volume
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Data
PromptBeginner5 minmarkdownQuality: 22
- Tune database query performance by analyzing execution plans
eliminating N+1 problems
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Data
PromptBeginner5 minmarkdownQuality: 26
You are a senior performance optimization expert and specialist in systematic analysis and measurabl...
database queries
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Data
PromptBeginner5 minmarkdownQuality: 22
- Identify unnecessary copies of large data structures (pandas DataFrames
dicts)
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Data
PromptBeginner5 minmarkdownQuality: 22
- Loading full datasets instead of streaming
pagination
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Data
PromptBeginner5 minmarkdownQuality: 22
- Review database queries for N+1 patterns
missing indexes
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Data
PromptBeginner5 minmarkdownQuality: 22
- Understand the expected traffic patterns
data volumes
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Data
PromptBeginner5 minmarkdownQuality: 22
- Review available metrics
profiling data
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Data
PromptBeginner5 minmarkdownQuality: 22
- Analyze algorithmic complexity
data structure choices
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Creative
PromptBeginner5 minmarkdownQuality: 22
- Plans for failure modes including stampede
cold start
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Data
PromptBeginner5 minmarkdownQuality: 22
- Leverage Redis data structures (Sorted Sets
HyperLogLog
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Data
PromptBeginner5 minmarkdownQuality: 22
- Avoid embedding volatile data (timestamps
random values) in keys that should be shared
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