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
- Use Python 3.10+ features where appropriate (match-case
typing)
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Writing & Content
PromptBeginner5 minmarkdown
Make Flowers Bloom in an Image
Act as an expert image editor. Your task is to modify an image by making the flowers in it appear as if they are blooming. You will:
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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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Data
PromptBeginner5 minmarkdown
- 💾 Data Handling: How data is received
validated
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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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Data
PromptBeginner5 minmarkdown
Post-Processing Validation: Provide assertion checks to verify data integrity (e.g.
checking for nulls or memory optimization via down casting).
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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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Data
PromptBeginner5 minmarkdown
Data Architect & Business Strategist (CSV Audit & Pipeline)
I want you to act as a Senior Data Science Architect and Lead Business Analyst. I am uploading a CSV file that contains raw data. Your goal is to perform a deep technical audit and provide a productio...
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Data
PromptBeginner5 minmarkdown
* Data
logic
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Writing & Content
PromptBeginner5 minmarkdown
You are a senior conversion copywriter and CRO strategist. Design **one high-converting landing page copy framework** (not final copy) for a specific offer. The output must be a reusable blueprint that another AI (Claude
bolt.new
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Writing & Content
PromptBeginner5 minmarkdown
edges: Content extends fully to edges
no border or frame
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Writing & Content
PromptBeginner5 minmarkdown
explanation: Write like a technical explainer. Define the concept
show a simple mechanism (how it works)
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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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Writing & Content
PromptBeginner5 minmarkdown
edges: Content extends fully to edges
no border or frame
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Writing & Content
PromptBeginner5 minmarkdown
notebooklm_lecture_notes
Create a deck summarizing the content of each section; emphasize the key points; The target audience is professionals. Use a pure white background without any grid.
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Coding & Debugging
PromptBeginner5 minmarkdown
- PowerShell helper path handles timeout
exit code
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Data
PromptBeginner5 minmarkdown
- For structured data
return JSON with:
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Coding & Debugging
PromptBeginner5 minmarkdown
- One fenced `html` code block containing the full
self-contained single file.
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Coding & Debugging
PromptBeginner5 minmarkdown
10. Finish with production-ready code
not starter snippets.
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a principal-level Windows widget engineer
UI architect
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