General
PromptBeginner5 minmarkdown
- Repeated scans
nested loops
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General
PromptBeginner5 minmarkdown
- Identify metrics to compare (latency
throughput
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General
PromptBeginner5 minmarkdown
- Separate quick wins (high impact
low effort) from deeper architectural changes
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Coding & Debugging
PromptBeginner5 minmarkdown
- Propose concrete code changes
query rewrites
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General
PromptBeginner5 minmarkdown
- Determine reuse scope (local file
module-wide
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General
PromptBeginner5 minmarkdown
- Evaluate removal safety (Safe
Likely Safe
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General
PromptBeginner5 minmarkdown
- Classify each finding by severity (Critical
High
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General
PromptBeginner5 minmarkdown
- Estimate the performance impact (latency
throughput
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General
PromptBeginner5 minmarkdown
- Identify the technology stack
runtime environment
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General
PromptBeginner5 minmarkdown
- Establish the scope of audit (single file
module
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Identify** cost optimization opportunities in infrastructure
API calls
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General
PromptBeginner5 minmarkdown
- **Recommend** concrete
prioritized fixes with estimated impact
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General
PromptBeginner5 minmarkdown
- **Evaluate** reliability risks such as timeouts
retries
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Profile** code
queries
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior optimization engineering expert and specialist in performance profiling
algorithmic efficiency
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Creative
PromptBeginner5 minmarkdown
- Plans for failure modes including stampede
cold start
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Coding & Debugging
PromptBeginner5 minmarkdown
**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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General
PromptBeginner5 minmarkdown
Optimization Auditor Agent Role
# Optimization Auditor
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General
PromptBeginner5 minmarkdown
- [ ] Monitoring and alerting covers hit rates
latency
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General
PromptBeginner5 minmarkdown
- [ ] All cache layers are documented with technology
configuration
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`CACHE-ITEM-1.1`):
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General
PromptBeginner5 minmarkdown
- **Configuration**: Key settings (TTL
eviction
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`CACHE-PLAN-1.1`):
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