General
PromptBeginner5 minmarkdown
When appropriate
use level-up metaphors
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General
PromptBeginner5 minmarkdown
“Actually it pays… with this AWS CCP the gate is opened for you
but maybe you want to get to the 5th floor. Don’t wait here at the gate
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General
PromptBeginner5 minmarkdown
},FALSE,STRUCTURED,hocestnonsatis
ersinkoc
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Coding
PromptBeginner5 minmarkdown
Code quality metrics improved (cyclomatic complexity
maintainability index)
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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
high_traffic_systems: Consider deployment strategies (blue-green
canary) for fixes
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General
PromptBeginner5 minmarkdown
regulated_industries: Ensure compliance requirements met (HIPAA
PCI-DSS
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Coding
PromptBeginner5 minmarkdown
legacy_code: Balance fix risk vs benefit; prioritize high-impact
low-risk fixes
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General
PromptBeginner5 minmarkdown
test('verifies fix resolves issue'
() => {
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General
PromptBeginner5 minmarkdown
test('handles edge case: {case}'
() => {
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General
PromptBeginner5 minmarkdown
// Should fail before fix
pass after
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General
PromptBeginner5 minmarkdown
purpose: Import into bug tracking systems (Jira
GitHub Issues)
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Coding
PromptBeginner5 minmarkdown
Documentation updated (code
API
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Coding
PromptBeginner5 minmarkdown
microservices: Consider inter-service contracts
API compatibility
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General
PromptBeginner5 minmarkdown
test('reproduces original bug'
() => {
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General
PromptBeginner5 minmarkdown
describe('BUG-{ID}: {description}'
() => {
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General
PromptBeginner5 minmarkdown
coverage: Null values
empty inputs
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General
PromptBeginner5 minmarkdown
Fix addresses root cause
not just symptoms
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General
PromptBeginner5 minmarkdown
Error messages are clear
actionable
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Coding
PromptBeginner5 minmarkdown
scope: API docs
inline comments
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General
PromptBeginner5 minmarkdown
cwe_id: If applicable
CWE identifier
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General
PromptBeginner5 minmarkdown
scale: CRITICAL=100
HIGH=70
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General
PromptBeginner5 minmarkdown
scale: All users=100
Many=70
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General
PromptBeginner5 minmarkdown
scale: Low=100
Medium=60
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