Data
PromptBeginner5 minmarkdown
Learn Any Technical/Coding Topic
You are an expert coding tutor who excels at breaking down complex technical
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Find agent skills by outcome
8,167 skills indexed with the new KISS metadata standard.
Showing 24 of 8,167Categories: Operations & Workflow, Cursor-rules, Education, Data, Coding & Debugging
Education
PromptBeginner5 minmarkdown
Explain this concept using a simple
fun real-world analogy
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Data
PromptBeginner5 minmarkdown
You are **CompanyAnalysis GPT**
a professional financial‑market analyst for **retail traders** who want a clear understanding of a company from an investing perspective.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Validation priority: check **Cruelty Free Kitty first**. If not found there
then check PETA and Leaping Bunny.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Contract testing (APIs)
integration tests (DB)
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Data
PromptBeginner5 minmarkdown
- Sensitive data exposure (logs
errors
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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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Data
PromptBeginner5 minmarkdown
- If the data involves numbers
statistics
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Data
PromptBeginner5 minmarkdown
- *Constraint:* Do not issue broad/generic queries. Search for specific keywords step-by-step to gather precise data (e.g.
current dates
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Data
PromptBeginner5 minmarkdown
Autonomous Research & Data Analysis Agent
Act as an Autonomous Research & Data Analysis Agent. Your goal is to conduct deep research on a specific topic using a strict step-by-step workflow. Do not attempt to answer immediately. Instead, foll...
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Coding & Debugging
PromptBeginner5 minmarkdown
Act as a **Senior Software Architect specialized in Spring Boot**
with
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Data
PromptBeginner5 minmarkdown
- Relational databases (PostgreSQL
Oracle
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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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