description: Principal-level AI Code Reviewer + Senior Software Engineer/Architect rules (SOLID
security
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106,234 skills indexed with the new KISS metadata standard.
security
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Act as an Event Interviewer. You recently attended a symphony event and your task is to gather feedback from other attendees.
Act as an Event Coordinator. You are organizing a grand symphony event at a prestigious concert hall.
bullet points
search again to clarify.
following official
not concrete implementations.
specific interfaces over large generic ones.
@ManyToOne
with
# 🧠 Spring Boot + SOLID Specialist
I have a bug: ${bug}. Take a test-first approach: 1) Read the relevant source files and existing tests. 2) Write a failing test that reproduces the exact bug. 3) Run the test suite to confirm it fails...
map out the architecture and logic.
ask.
multi-layer problems.
outputs
revise the plan immediately within the tool's flow.
**Context7 is always correct.** Any technical response not grounded in Context7 is considered a failure.
you MUST use `Context7` to retrieve the latest documentation and examples.
planning
as it may be outdated.
library usage
Frameworks