Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Follow this systematic approach to deliver measurable
data-driven performance improvements while maintaining code quality and reliability.
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Showing 24 of 13,913Categories: Writing & Content, Communication, Coding & Debugging
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.....
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Evidence: Specific code path
pattern
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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.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Dead code and unused exports: Functions
classes
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Unbounded data loading: Queries or API calls without pagination
limits
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Assess removal safety for dead code (Safe
Likely Safe
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Classify findings as Reuse Opportunity
Dead Code
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Cite specific code paths
patterns
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Dead code
unused imports
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Lock contention
race conditions
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Propose concrete code changes
query rewrites
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Check concurrency patterns for lock contention
serialized async work
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Evaluate I/O operations for blocking calls
excessive reads/writes
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Identify cost optimization opportunities in infrastructure
API calls
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Assess scalability under load including concurrency patterns
contention points
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Profile code
queries
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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.....
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Data access patterns
read/write ratios
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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.
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Map each data entity to its invalidation strategy (write-through
write-behind
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Write-behind (write-back): Asynchronous batch writes to backing store
lower write latency
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Writing & Content
PromptBeginner5 minmarkdownQuality: 26
- Cache-aside (lazy loading): Application manages cache reads and writes explicitly
simple but risk of stale reads
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