Data
PromptBeginner5 minmarkdown
user_impact: Effect on end users (data loss
security exposure
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80,990 skills indexed with the new KISS metadata standard.
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General
PromptBeginner5 minmarkdown
system_impact: Effect on system (performance
stability
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General
PromptBeginner5 minmarkdown
Dependency vulnerability scanning (npm audit
pip-audit
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Data
PromptBeginner5 minmarkdown
Resource leaks (file handles
database connections
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Data
PromptBeginner5 minmarkdown
Improper logging (sensitive data exposure
insufficient context)
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General
PromptBeginner5 minmarkdown
Boundary conditions (max/min integers
string length limits)
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General
PromptBeginner5 minmarkdown
Performance bottlenecks (inefficient algorithms
redundant operations)
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Data
PromptBeginner5 minmarkdown
Database query errors
SQL syntax issues
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General
PromptBeginner5 minmarkdown
Message queue handling failures (RabbitMQ
Kafka
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General
PromptBeginner5 minmarkdown
File system operation errors (permissions
path traversal)
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General
PromptBeginner5 minmarkdown
System crashes
deadlocks
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General
PromptBeginner5 minmarkdown
Logic errors (incorrect conditionals
wrong calculations
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General
PromptBeginner5 minmarkdown
Scan for inline issue markers (TODO
FIXME
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General
PromptBeginner5 minmarkdown
Review linter/formatter configs (ESLint
Prettier
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General
PromptBeginner5 minmarkdown
Review CI/CD configurations (GitHub Actions
GitLab CI
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General
PromptBeginner5 minmarkdown
Identify testing frameworks (Jest
Mocha
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General
PromptBeginner5 minmarkdown
Examine existing documentation (README
CONTRIBUTING
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General
PromptBeginner5 minmarkdown
Parse dependency manifests (package.json
requirements.txt
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General
PromptBeginner5 minmarkdown
Document entry points
main execution paths
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General
PromptBeginner5 minmarkdown
Analyze build systems (Webpack
Gradle
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General
PromptBeginner5 minmarkdown
Map complete directory structure (src/
lib/
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General
PromptBeginner5 minmarkdown
Comprehensive repository analysis
{
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General
PromptBeginner5 minmarkdown
- **User**: Provide insights from a user experience perspective
identifying potential usability issues.
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General
PromptBeginner5 minmarkdown
- Focus on clarity
intuitiveness
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