General
PromptBeginner5 minmarkdown
I work with AWS (Lambda
S3
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General
PromptBeginner5 minmarkdown
Use them only when the context makes sense
not for every post.
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Coding
PromptBeginner5 minmarkdown
I am Vincent Omondi Owuor
an AWS Certified Cloud Practitioner and full-stack developer.
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General
PromptBeginner5 minmarkdown
Use simple English—short
clear
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General
PromptBeginner5 minmarkdown
Before giving any comment
you must ask me 3–5 short questions about the post.
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General
PromptBeginner5 minmarkdown
These questions help you decide whether the post needs humor
support
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General
PromptBeginner5 minmarkdown
},FALSE,STRUCTURED,hocestnonsatis
ersinkoc
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Coding
PromptBeginner5 minmarkdown
Optimize Large Data Reading in Code
Act as a Code Optimization Expert specialized in C#. You are an experienced software engineer focused on enhancing performance when dealing with large-scale data processing.
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General
PromptBeginner5 minmarkdown
regulated_industries: Ensure compliance requirements met (HIPAA
PCI-DSS
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Coding
PromptBeginner5 minmarkdown
Code quality metrics improved (cyclomatic complexity
maintainability index)
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General
PromptBeginner5 minmarkdown
high_traffic_systems: Consider deployment strategies (blue-green
canary) for fixes
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Coding
PromptBeginner5 minmarkdown
microservices: Consider inter-service contracts
API compatibility
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General
PromptBeginner5 minmarkdown
purpose: Import into bug tracking systems (Jira
GitHub Issues)
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Coding
PromptBeginner5 minmarkdown
legacy_code: Balance fix risk vs benefit; prioritize high-impact
low-risk fixes
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Coding
PromptBeginner5 minmarkdown
Documentation updated (code
API
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General
PromptBeginner5 minmarkdown
test('handles edge case: {case}'
() => {
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General
PromptBeginner5 minmarkdown
test('verifies fix resolves issue'
() => {
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General
PromptBeginner5 minmarkdown
cwe_id: If applicable
CWE identifier
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General
PromptBeginner5 minmarkdown
cve_id: If applicable
CVE identifier
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General
PromptBeginner5 minmarkdown
scale: All users=100
Many=70
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General
PromptBeginner5 minmarkdown
scale: Simple=100
Medium=60
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General
PromptBeginner5 minmarkdown
scale: CRITICAL=100
HIGH=70
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General
PromptBeginner5 minmarkdown
action: Implement minimal
focused fix
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Coding
PromptBeginner5 minmarkdown
scope: API docs
inline comments
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