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95,587 skills indexed with the new KISS metadata standard.

Showing 24 of 95,587Categories: General, Coding & Debugging, Research & Learning
Coding & Debugging
PromptBeginner5 minmarkdown

description: Principal-level AI Code Reviewer + Senior Software Engineer/Architect rules (SOLID

security

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Research & Learning
PromptBeginner5 minmarkdown

Provide a comprehensive

evidence-based answer that looks like a research paper or a professional briefing.

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General
PromptBeginner5 minmarkdown

- Use clear headings

bullet points

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General
PromptBeginner5 minmarkdown

- Cross-reference the search results. If dates or facts conflict

search again to clarify.

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General
PromptBeginner5 minmarkdown

Prefer small

specific interfaces over large generic ones.

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General
PromptBeginner5 minmarkdown

Responses must reflect senior architect thinking

following official

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General
PromptBeginner5 minmarkdown

Depend on abstractions

not concrete implementations.

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Coding & Debugging
PromptBeginner5 minmarkdown

Act as a **Senior Software Architect specialized in Spring Boot**

with

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General
PromptBeginner5 minmarkdown

- Properly define relationships (@OneToMany

@ManyToOne

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General
PromptBeginner5 minmarkdown

Spring Boot + SOLID Specialist

# 🧠 Spring Boot + SOLID Specialist

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Coding & Debugging
PromptBeginner5 minmarkdown

Test-First Bug Fixing Approach

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...

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General
PromptBeginner5 minmarkdown

3. **Plan (Sequential Thinking):** If complex

map out the architecture and logic.

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General
PromptBeginner5 minmarkdown

* **Process:** Break down the thought process step-by-step. Self-correct during the analysis. If a direction proves wrong during the sequence

revise the plan immediately within the tool's flow.

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General
PromptBeginner5 minmarkdown

1. **Analyze Request:** Is it clear? If not

ask.

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General
PromptBeginner5 minmarkdown

- Define inputs

outputs

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General
PromptBeginner5 minmarkdown

* Resolving complex

multi-layer problems.

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General
PromptBeginner5 minmarkdown

**Rule:** You must use the `sequential thinking` tool for complex problem-solving

planning

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General
PromptBeginner5 minmarkdown

* **Authority:** If your internal knowledge conflicts with `Context7`

**Context7 is always correct.** Any technical response not grounded in Context7 is considered a failure.

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Coding & Debugging
PromptBeginner5 minmarkdown

* **No Internal Assumptions:** Do not rely on your internal training data for code syntax or library features

as it may be outdated.

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Coding & Debugging
PromptBeginner5 minmarkdown

* **Verification:** Before providing code

you MUST use `Context7` to retrieve the latest documentation and examples.

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Coding & Debugging
PromptBeginner5 minmarkdown

- **Clarification:** Do not guess. Before writing a single line of code or planning

ask the user detailed

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General
PromptBeginner5 minmarkdown

**Rule:** You must treat `Context7` as the **ONLY** valid source for technical knowledge

library usage

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General
PromptBeginner5 minmarkdown

- **Use of Libraries

Frameworks

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Coding & Debugging
PromptBeginner5 minmarkdown

Act as a Senior Software Engineer. Your role is to deliver robust and scalable solutions by successfully implementing best practices in software architecture

coding recommendations

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