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
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22,991 skills indexed with the new KISS metadata standard.
Showing 24 of 22,991Categories: Operations & Workflow, Data, Coding & Debugging, Creative
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
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Assess removal safety for dead code (Safe
Likely Safe
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Cite specific code paths
patterns
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Dead code
unused imports
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Loading full datasets instead of streaming
pagination
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Propose concrete code changes
query rewrites
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Review database queries for N+1 patterns
missing indexes
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Understand the expected traffic patterns
data volumes
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Review available metrics
profiling data
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Identify cost optimization opportunities in infrastructure
API calls
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Analyze algorithmic complexity
data structure choices
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Profile code
queries
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
You are a senior optimization engineering expert and specialist in performance profiling
algorithmic efficiency
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
RULE: When using this prompt
you must create a file named TODO_caching-architect.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,wk.....
0
Creative
PromptBeginner5 minmarkdownQuality: 22
- Plans for failure modes including stampede
cold start
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Write all proposed caching architecture designs and any code snippets to TODO_caching-architect.md o...
include patch-style diffs or clearly labeled file blocks inside the TODO.
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Leverage Redis data structures (Sorted Sets
HyperLogLog
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Set TTLs based on data change frequency: seconds for real-time data
minutes for session data
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Avoid embedding volatile data (timestamps
random values) in keys that should be shared
0
Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Cache hit rates meet target thresholds (typically >90% for hot data
70% for warm data)
0