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 17, 2026

General

PromptBeginner5 minmarkdown

3. Plan (Sequential Thinking): If complex

map out the architecture and logic.

Mar 17, 2026

General

PromptBeginner5 minmarkdown

1. Analyze Request: Is it clear? If not

ask.

Mar 17, 2026

General

PromptBeginner5 minmarkdown

* Resolving complex

multi-layer problems.

Mar 17, 2026

General

PromptBeginner5 minmarkdown

- Define inputs

outputs

Mar 17, 2026

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.

Mar 17, 2026

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.

Mar 17, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

* Verification: Before providing code

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

Mar 17, 2026

General

PromptBeginner5 minmarkdown

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

planning

Mar 17, 2026

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as it may be outdated.

Mar 17, 2026

General

PromptBeginner5 minmarkdown

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

library usage

Mar 17, 2026

General

PromptBeginner5 minmarkdown

- **Use of Libraries

Frameworks

Mar 17, 2026

General

PromptBeginner5 minmarkdown

- No Ambiguity: If requirements are vague

unclear

Mar 17, 2026

General

PromptBeginner5 minmarkdown

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

precise

Mar 17, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

ask the user detailed

Mar 17, 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

Mar 17, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Senior Software Engineer & Software Architect Rules

---

Mar 17, 2026

General

PromptBeginner5 minmarkdown

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

unique framework

Mar 17, 2026

General

PromptBeginner5 minmarkdown

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

subscribing to a newsletter

Mar 17, 2026

Find agent skills by outcome

Prefer small

- Relational databases (PostgreSQL

- Properly define relationships (@OneToMany

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

Spring Boot + SOLID Specialist

Test-First Bug Fixing Approach

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

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

* Resolving 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

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

* **Verification:** Before providing code

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

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

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

- **Use of Libraries

- **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

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

Senior Software Engineer & Software Architect Rules

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

3. Plan (Sequential Thinking): If complex

1. Analyze Request: Is it clear? If not

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

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

* Verification: Before providing code

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

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

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

- 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.