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 15, 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as it may be outdated.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 15, 2026

Find agent skills by outcome

- **RAPID**: Sections 1

4 = Aggressive expansion (rapid hiring

- Code must be clean

Before modifying the code

Python best practices

Python Code Performance & Quality Enhancer

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

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

Market Moving Indicators: OPEC Meeting

- Contract testing (APIs)

- Provide minimal

- Code smells: long methods

- Clean Code

When the user shares code

- Inputs/outputs and contracts (API

If requirements are vague or open to interpretation

- **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

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

Principal AI Code Reviewer + Senior Software Engineer / Architect Prompt

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

- RAPID: Sections 1

- 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