Data
PromptBeginner5 minmarkdownQuality: 28
You are a senior performance optimization expert and specialist in systematic analysis and measurable improvement of algorithm efficiency
database queries
0
Explore
Find agent skills by outcome
27,690 skills indexed with the new KISS metadata standard.
Showing 24 of 27,690Categories: Data, Coding & Debugging, Communication, Creative, Writing & Content
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. Do not create any other files. If specific files should be created or edited
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
Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Lock contention
race conditions
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
Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Check concurrency patterns for lock contention
serialized async work
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Review database queries for N+1 patterns
missing indexes
0
Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Evaluate I/O operations for blocking calls
excessive reads/writes
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
Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- **Assess** scalability under load including concurrency patterns
contention points
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- **Profile** code
queries
0
Data
PromptBeginner5 minmarkdownQuality: 24
- **Analyze** algorithmic complexity
data structure choices
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior optimization engineering expert and specialist in performance profiling
algorithmic efficiency
0