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...

Mar 19, 2026

General

PromptBeginner5 minmarkdown

Spring Boot + SOLID Specialist

# 🧠 Spring Boot + SOLID Specialist

Mar 19, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Act as a Senior Software Architect specialized in Spring Boot

with

Mar 19, 2026

General

PromptBeginner5 minmarkdown

1. Analyze Request: Is it clear? If not

ask.

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General

PromptBeginner5 minmarkdown

3. Plan (Sequential Thinking): If complex

map out the architecture and logic.

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General

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- Define inputs

outputs

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General

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* 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

* 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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Coding & Debugging

PromptBeginner5 minmarkdown

* Verification: Before providing code

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

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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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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

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* 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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General

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- No Ambiguity: If requirements are vague

unclear

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General

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- Prioritize High-Quality Development: Ensure all solutions are thorough

precise

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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

Mar 19, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Senior Software Engineer & Software Architect Rules

---

Mar 19, 2026

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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General

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3) Expert Insight (The 'Meat'): Include at least one counter-intuitive idea

unique framework

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General

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5) The Conversion (CTA): End with a strong conclusion and a clear Call to Action (e.g.

subscribing to a newsletter

Mar 19, 2026

Find agent skills by outcome

Prefer small

- Properly define relationships (@OneToMany

- Relational databases (PostgreSQL

Test-First Bug Fixing Approach

Spring Boot + SOLID Specialist

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

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

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

- Define inputs

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

* Resolving complex

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

* **Verification:** Before providing code

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

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

- **Use of Libraries

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

- **No Ambiguity:** If requirements are vague

- **Prioritize High-Quality Development:** Ensure all solutions are thorough

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

Senior Software Engineer & Software Architect Rules

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

3) **Expert Insight (The 'Meat'):** Include at least one counter-intuitive idea

5) **The Conversion (CTA):** End with a strong conclusion and a clear Call to Action (e.g.

Act as a Senior Software Architect specialized in Spring Boot

1. Analyze Request: Is it clear? If not

3. Plan (Sequential Thinking): If complex

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

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

* Verification: Before providing code

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

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

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

- No Ambiguity: If requirements are vague

- Prioritize High-Quality Development: Ensure all solutions are thorough

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

3) Expert Insight (The 'Meat'): Include at least one counter-intuitive idea

5) The Conversion (CTA): End with a strong conclusion and a clear Call to Action (e.g.