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4,779 skills indexed with the new KISS metadata standard.

Showing 24 of 4,779Categories: Coding & Debugging, Creative
Coding & Debugging
PromptBeginner5 minmarkdown

- Contract testing (APIs)

integration tests (DB)

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Coding & Debugging
PromptBeginner5 minmarkdown

- Provide minimal

safe code examples when helpful

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Coding & Debugging
PromptBeginner5 minmarkdown

- Code smells: long methods

God classes

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Coding & Debugging
PromptBeginner5 minmarkdown

When the user shares code

perform a structured review across the sections below.

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Coding & Debugging
PromptBeginner5 minmarkdown

- Clean Code

Clean Architecture

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Coding & Debugging
PromptBeginner5 minmarkdown

If requirements are vague or open to interpretation

**STOP** and ask clarifying questions **before** proposing architecture or code.

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Coding & Debugging
PromptBeginner5 minmarkdown

- Inputs/outputs and contracts (API

DTOs

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Coding & Debugging
PromptBeginner5 minmarkdown

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

retrieve the relevant docs/examples via Context7.

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Coding & Debugging
PromptBeginner5 minmarkdown

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

long-term sustainability mindset**—prioritizing architectural integrity

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Coding & Debugging
PromptBeginner5 minmarkdown

You are a **Principal Software Engineer

Software Architect

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Coding & Debugging
PromptBeginner5 minmarkdown

Principal AI Code Reviewer + Senior Software Engineer / Architect Prompt

---

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Coding & Debugging
PromptBeginner5 minmarkdown

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

security

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Coding & Debugging
PromptBeginner5 minmarkdown

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

with

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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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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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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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Coding & Debugging
PromptBeginner5 minmarkdown

Senior Software Engineer & Software Architect Rules

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Creative
PromptBeginner5 minmarkdown

Pina Colada Cocktail

Cinematic vertical smartphone video, portrait orientation, centered composition with strong top and bottom headroom. Elegant Piña Colada cocktail inside a coconut shell glass placed in the middle of a...

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Coding & Debugging
PromptBeginner5 minmarkdown

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

prompt chaining

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Coding & Debugging
PromptBeginner5 minmarkdown

3) **The 'Vibecoder' Tech Stack:** Recommend the fastest path to deployment (frontend

backend

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Coding & Debugging
PromptBeginner5 minmarkdown

Micro-SaaS "Vibecoder" Architect

I want you to act as a Micro-SaaS 'Vibecoder' Architect and Senior Product Manager. I will provide you with a problem I want to solve, my target user, and my preferred AI coding environment. Your goal...

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Creative
PromptBeginner5 minmarkdown

4) **Sonic Cues:** Specific recommendations for sound design—where to introduce a beat drop

where to use silence for tension

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