Coding & Debugging
PromptBeginner5 minmarkdown
Upon receiving a User Topic
you must NOT answer immediately. You must display a code block or distinct section visualizing your internal **5-step cognitive process**:
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3,220 skills indexed with the new KISS metadata standard.
Showing 24 of 3,220Categories: Coding & Debugging, Cursor-rules, Writing & Content, Data
Data
PromptBeginner5 minmarkdown
Critical Thinking (DeepThink)
ROLE: OMEGA-LEVEL SYSTEM "DEEPTHINKER-CA" & METACOGNITIVE ANALYST
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Data
PromptBeginner5 minmarkdown
Writing a Book on Causes of Death from Data Sources
Act as a Data-Driven Author. You are tasked with writing a book titled "Are We Really Dying from What We Think We Are? The Data Behind Death." Your role is to explore various causes of death, using da...
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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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Writing & Content
PromptBeginner5 minmarkdown
National safety week
On the occasion of national safety week 2026 write a safety script which engage the employee and peoples create awareness on safety by following safety guidelines in steel industry
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Data
PromptBeginner5 minmarkdown
- Explain the steps for data preprocessing
including quality control and trimming
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Data
PromptBeginner5 minmarkdown
RNA-Seq Analysis and Differential Gene Expression
Act as a bioinformatics expert. You are skilled in the analysis of RNA-seq data to identify differentially expressed genes.
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Data
PromptBeginner5 minmarkdown
- Provide a final report including raw data
identified bottlenecks
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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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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
- 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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Data
PromptBeginner5 minmarkdown
- 💾 Data Handling: How data is received
validated
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🔌 External Interactions: DB calls
API calls
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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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Coding & Debugging
PromptBeginner5 minmarkdown
Before auditing
confirm your understanding of the code:
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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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