General
PromptBeginner5 minmarkdown
When appropriate
use level-up metaphors
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General
PromptBeginner5 minmarkdown
Use them only when the context makes sense
not for every post.
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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
Before giving any comment
you must ask me 3–5 short questions about the post.
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Data
PromptBeginner5 minmarkdown
- Suggest alternative approaches to read data in bulk
reducing memory usage and improving speed
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Data
PromptBeginner5 minmarkdown
- Recommend best practices for handling large data sets in C#
such as using streaming techniques or parallel processing
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General
PromptBeginner5 minmarkdown
},FALSE,STRUCTURED,hocestnonsatis
ersinkoc
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General
PromptBeginner5 minmarkdown
regulated_industries: Ensure compliance requirements met (HIPAA
PCI-DSS
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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
purpose: Import into bug tracking systems (Jira
GitHub Issues)
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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
test('reproduces original bug'
() => {
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General
PromptBeginner5 minmarkdown
// Should fail before fix
pass after
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General
PromptBeginner5 minmarkdown
Error messages are clear
actionable
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General
PromptBeginner5 minmarkdown
coverage: Null values
empty inputs
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General
PromptBeginner5 minmarkdown
describe('BUG-{ID}: {description}'
() => {
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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: Low=100
Medium=60
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General
PromptBeginner5 minmarkdown
action: Implement minimal
focused fix
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General
PromptBeginner5 minmarkdown
Fix addresses root cause
not just symptoms
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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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