Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Use language-specific CPU and memory profilers (pprof for Go
py-spy for Python
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- [ ] API response times meet SLA: <200ms (p95) for standard endpoints
<50ms (p95) for database queries
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Correlate bottlenecks with specific code paths
queries
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- API: Payload size reduction
compression (gzip
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Frontend: Code splitting
tree shaking
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Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Design cache-aside
write-through
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Writing & Content
PromptBeginner5 minmarkdownQuality: 28
- Query optimization: rewrite queries using execution plan analysis
eliminate unnecessary subqueries and joins
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Techniques: Dynamic programming
memoization
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Define performance budgets for critical paths (API response times
page load metrics
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Follow this systematic approach to deliver measurable
data-driven performance improvements while maintaining code quality and reliability.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Accelerate frontend rendering via code splitting
tree shaking
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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.....
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Evidence: Specific code path
pattern
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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.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Dead code and unused exports: Functions
classes
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Unbounded data loading: Queries or API calls without pagination
limits
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Assess removal safety for dead code (Safe
Likely Safe
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Classify findings as Reuse Opportunity
Dead Code
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Cite specific code paths
patterns
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Dead code
unused imports
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Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Lock contention
race conditions
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Propose concrete code changes
query rewrites
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Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Check concurrency patterns for lock contention
serialized async work
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Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Evaluate I/O operations for blocking calls
excessive reads/writes
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