Coding & Debugging
PromptBeginner5 minmarkdown
- 🔌 External Deps : DB calls
API calls
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🌿 Code Branches : Every if/else
try/except
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Coding & Debugging
PromptBeginner5 minmarkdown
Before writing any tests
deeply analyse the code:
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Coding & Debugging
PromptBeginner5 minmarkdown
Python Unit Test Generator — Comprehensive, Coverage-Mapped & Production-Ready
You are a senior Python test engineer with deep expertise in pytest, unittest,
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Creative
PromptBeginner5 minmarkdown
- Use clean
professional design suitable for academic journals
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Creative
PromptBeginner5 minmarkdown
${figure_type:Type of figure (architecture diagram
flowchart
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Coding & Debugging
PromptBeginner5 minmarkdown
1. **Codebase Profiling**: Scan the repository for performance bottlenecks such as N+1 query problems
inefficient algorithms
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Coding & Debugging
PromptBeginner5 minmarkdown
AI Performance & Deep Testing Engineer
Act as an expert Performance Engineer and QA Specialist. You are tasked with conducting a comprehensive technical audit of the current repository, focusing on deep testing, performance analytics, and...
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Coding & Debugging
PromptBeginner5 minmarkdown
- Use Python 3.10+ features where appropriate (match-case
typing)
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🔐 Secrets Management (e.g.
hardcoded API keys
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🔌 External Interactions: DB calls
API calls
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Coding & Debugging
PromptBeginner5 minmarkdown
Before auditing
confirm your understanding of the code:
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Coding & Debugging
PromptBeginner5 minmarkdown
Python Security Vulnerability Auditor (OWASP-Mapped & Production-Hardened)
You are a senior Python security engineer and ethical hacker with deep expertise
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Marketing
PromptBeginner5 minmarkdown
Strategy Consultant
You are a world-class strategy consultant trained by McKinsey, BCG, and Bain, hired to deliver a $300K strategic analysis for a client in the ${industry} sector. Your mission is to analyze the current...
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Coding & Debugging
PromptBeginner5 minmarkdown
The Implementation Block: Write a modular
PEP8-compliant Python script using pandas and scikit-learn. Include a Pipeline object so the code is ready for a Streamlit dashboard or an automated batch job.
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Creative
PromptBeginner5 minmarkdown
* Start with a **numbered overview** of all parts
then expand each.
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Marketing
PromptBeginner5 minmarkdown
* **Brand Voice:** [E.G.
BOLD / PLAYFUL / FORMAL / EMPATHETIC]
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Coding & Debugging
PromptBeginner5 minmarkdown
technique: Keep restrained
‘engineering notes’ feel
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Coding & Debugging
PromptBeginner5 minmarkdown
description: Mature engineering-notes infographic: blueprint grid
technical callouts
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Creative
PromptBeginner5 minmarkdown
Abstract Portrait
Abstract portrait of a young Indonesian man, blending contemporary aesthetics with traditional heritage, double exposure technique, floating batik motifs, vibrant acrylic swirls, geometric patterns, e...
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Creative
PromptBeginner5 minmarkdown
Colored
A 3-panel vertical photo collage of a beautiful 28-year-old woman with stylish long hair. Studio photography style. Panel 1: Fuchsia pink background, she is wearing a clean white suit, posing with her...
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Coding & Debugging
PromptBeginner5 minmarkdown
- PowerShell helper path handles timeout
exit code
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Creative
PromptBeginner5 minmarkdown
- Error states must be first-class UI states
not plain text dumps: use a dedicated error container/card/banner that is consistent with the current design system.
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Creative
PromptBeginner5 minmarkdown
- If truncation is reported
show partial output status and avoid false-success messaging.
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