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 14, 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as it may be outdated.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 14, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

* Verification: Before providing code

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

Mar 14, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

ask the user detailed

Mar 14, 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 14, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Senior Software Engineer & Software Architect Rules

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Mar 14, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

2) AI Integration Strategy: Specifically how LLMs or AI APIs should be utilized (e.g.

prompt chaining

Mar 14, 2026

Find agent skills by outcome

prompt: A minimalist vector illustration depicting a man in a black business suit sitting on a small stool and fishing. He is positioned on a vast

What skill would you like to focus on for this 30-day challenge? (Examples: public speaking basics

Evaluate the potential business value of **$CompanyNameToSearch** by analyzing its products

- Validation priority: check **Cruelty Free Kitty first**. If not found there

- Contract testing (APIs)

- Provide minimal

- Code smells: long methods

When the user shares code

- Clean Code

If requirements are vague or open to interpretation

- Inputs/outputs and contracts (API

- **Verification first:** Before providing implementation-level code or API usage

Your job is to review code and designs with a **production-grade

You are a **Principal Software Engineer

Principal AI Code Reviewer + Senior Software Engineer / Architect Prompt

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

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

Test-First Bug Fixing Approach

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

* **Verification:** Before providing code

- **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

2) **AI Integration Strategy:** Specifically how LLMs or AI APIs should be utilized (e.g.

Evaluate the potential business value of $CompanyNameToSearch by analyzing its products

- Validation priority: check Cruelty Free Kitty first. If not found there

- Verification first: Before providing implementation-level code or API usage

Act as a Senior Software Architect specialized in Spring Boot

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

* Verification: Before providing code

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

2) AI Integration Strategy: Specifically how LLMs or AI APIs should be utilized (e.g.