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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4,140 skills indexed with the new KISS metadata standard.
Showing 24 of 4,140Categories: Data & Insights, Research & Learning, Data, Coding & Debugging
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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Research & Learning
PromptBeginner5 minmarkdown
color_temperature: warm overall due to paper
with cool blue accents
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Research & Learning
PromptBeginner5 minmarkdown
background: Aged
yellowed vintage newspaper with columns of text and small faded images
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Research & Learning
PromptBeginner5 minmarkdown
negative_space: Moderate
occupied by paint splatters and newspaper text
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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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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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Research & Learning
PromptBeginner5 minmarkdown
Academic Paper Figure Generator - Nano Banana Pro
Create a professional academic figure for scientific publication using the following guidelines:
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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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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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Data
PromptBeginner5 minmarkdown
- 💾 Data Handling: How data is received
validated
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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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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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