General
PromptBeginner5 minmarkdownQuality: 20
regulated_industries: Ensure compliance requirements met (HIPAA
PCI-DSS
0
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General
PromptBeginner5 minmarkdownQuality: 20
hightrafficsystems: Consider deployment strategies (blue-green
canary) for fixes
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General
PromptBeginner5 minmarkdownQuality: 20
purpose: Import into bug tracking systems (Jira
GitHub Issues)
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General
PromptBeginner5 minmarkdownQuality: 20
test('verifies fix resolves issue'
() => {
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General
PromptBeginner5 minmarkdownQuality: 20
test('handles edge case: {case}'
() => {
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General
PromptBeginner5 minmarkdownQuality: 20
scale: Low=100
Medium=60
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General
PromptBeginner5 minmarkdownQuality: 20
describe('BUG-{ID}: {description}'
() => {
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General
PromptBeginner5 minmarkdownQuality: 20
scale: Simple=100
Medium=60
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General
PromptBeginner5 minmarkdownQuality: 20
coverage: Null values
empty inputs
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General
PromptBeginner5 minmarkdownQuality: 20
action: Implement minimal
focused fix
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General
PromptBeginner5 minmarkdownQuality: 20
scale: CRITICAL=100
HIGH=70
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General
PromptBeginner5 minmarkdownQuality: 20
scale: All users=100
Many=70
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General
PromptBeginner5 minmarkdownQuality: 20
Error messages are clear
actionable
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General
PromptBeginner5 minmarkdownQuality: 20
// Should fail before fix
pass after
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General
PromptBeginner5 minmarkdownQuality: 20
cwe_id: If applicable
CWE identifier
0
General
PromptBeginner5 minmarkdownQuality: 20
cve_id: If applicable
CVE identifier
0
General
PromptBeginner5 minmarkdownQuality: 20
Fix addresses root cause
not just symptoms
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General
PromptBeginner5 minmarkdownQuality: 20
test('reproduces original bug'
() => {
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Data
PromptBeginner5 minmarkdownQuality: 20
user_impact: Effect on end users (data loss
security exposure
0
General
PromptBeginner5 minmarkdownQuality: 20
system_impact: Effect on system (performance
stability
0
General
PromptBeginner5 minmarkdownQuality: 20
bug_id: Sequential identifier (BUG-001
BUG-002
0
General
PromptBeginner5 minmarkdownQuality: 20
Dependency vulnerability scanning (npm audit
pip-audit
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General
PromptBeginner5 minmarkdownQuality: 20
Performance bottlenecks (inefficient algorithms
redundant operations)
0
Data
PromptBeginner5 minmarkdownQuality: 20
Resource leaks (file handles
database connections
0