General
PromptBeginner5 minmarkdown
When appropriate
use level-up metaphors
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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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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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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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Coding
PromptBeginner5 minmarkdown
Code quality metrics improved (cyclomatic complexity
maintainability index)
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General
PromptBeginner5 minmarkdown
regulated_industries: Ensure compliance requirements met (HIPAA
PCI-DSS
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General
PromptBeginner5 minmarkdown
},FALSE,STRUCTURED,hocestnonsatis
ersinkoc
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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
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
test('handles edge case: {case}'
() => {
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Coding
PromptBeginner5 minmarkdown
Documentation updated (code
API
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General
PromptBeginner5 minmarkdown
purpose: Import into bug tracking systems (Jira
GitHub Issues)
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General
PromptBeginner5 minmarkdown
test('reproduces original bug'
() => {
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General
PromptBeginner5 minmarkdown
test('verifies fix resolves issue'
() => {
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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
Fix addresses root cause
not just symptoms
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Coding
PromptBeginner5 minmarkdown
scope: API docs
inline comments
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General
PromptBeginner5 minmarkdown
action: Implement minimal
focused fix
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General
PromptBeginner5 minmarkdown
scale: Low=100
Medium=60
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