General
PromptBeginner5 minmarkdown
### Backend (APM
Profilers
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Explore
Find agent skills by outcome
104,305 skills indexed with the new KISS metadata standard.
Showing 24 of 104,305Categories: Data & Insights, Research & Learning, General, Coding & Debugging, Cursor-rules
General
PromptBeginner5 minmarkdown
### Frontend (Chrome DevTools
Lighthouse
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General
PromptBeginner5 minmarkdown
- Provide alternative solutions when trade-offs exist (in-place vs additional memory
speed vs memory)
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General
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- Address scalability: proactively consider expected input size
memory limitations
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General
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- Identify constraints
input/output requirements
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General
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- Consider the full system impact of optimizations
not just local improvements
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General
PromptBeginner5 minmarkdown
- Remember that premature optimization is counterproductive
but strategic optimization is essential
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General
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- Capture percentiles (p50
p95
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] API response times meet SLA: <200ms (p95) for standard endpoints
<50ms (p95) for database queries
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General
PromptBeginner5 minmarkdown
- [ ] Frontend metrics meet targets: LCP <2.5s
FID <100ms
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General
PromptBeginner5 minmarkdown
- [ ] All optimizations are documented with rationale
measured impact
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General
PromptBeginner5 minmarkdown
After completing optimization
verify:
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General
PromptBeginner5 minmarkdown
- Implement optimizations incrementally
measuring after each change
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General
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- Document trade-offs: readability vs performance
memory vs CPU
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General
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- Profile memory usage including heap size
GC frequency
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Coding & Debugging
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- Correlate bottlenecks with specific code paths
queries
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General
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- Classify each bottleneck by type: CPU-bound
I/O-bound
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General
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- Capture response time percentiles (p50
p95
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Coding & Debugging
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- **API**: Payload size reduction
compression (gzip
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Frontend**: Code splitting
tree shaking
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General
PromptBeginner5 minmarkdown
- Configure cache eviction policies (LRU
LFU) based on access patterns
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General
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- Implement multi-level caching: in-process cache
distributed cache (Redis)
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General
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- Scaling patterns: denormalization where appropriate
sharding strategies
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General
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- Indexing strategies: composite indexes
covering indexes
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