General
PromptBeginner5 minmarkdown
- 🛡️ Risk Areas : Misuse scenarios
boundary conditions
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General
PromptBeginner5 minmarkdown
- ❌ Edge Case — Boundaries
empty
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General
PromptBeginner5 minmarkdown
- 📤 Outputs : Return values
types
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🌿 Code Branches : Every if/else
try/except
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🔌 External Deps : DB calls
API calls
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General
PromptBeginner5 minmarkdown
- 📥 Inputs : All parameters
types
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General
PromptBeginner5 minmarkdown
test‑driven development (TDD)
mocking strategies
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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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General
PromptBeginner5 minmarkdown
- Use the plugin registry pattern for auth
storage
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General
PromptBeginner5 minmarkdown
- Support 17 locales with RTL support for Arabic
Hebrew
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General
PromptBeginner5 minmarkdown
prompts.chat taste
# Taste
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General
PromptBeginner5 minmarkdown
- Provide tips for visualizing results
such as using heatmaps or volcano plots
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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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General
PromptBeginner5 minmarkdown
- Outline statistical approaches for identifying differentially expressed genes
such as DESeq2 or edgeR
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Data
PromptBeginner5 minmarkdown
- Explain the steps for data preprocessing
including quality control and trimming
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General
PromptBeginner5 minmarkdown
- Use consistent color scheme (typically blues
grays
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General
PromptBeginner5 minmarkdown
${style:Visual style preference (minimal
detailed
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General
PromptBeginner5 minmarkdown
AVOID common setup language in any sentence
including: in conclusion
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General
PromptBeginner5 minmarkdown
“can
may
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General
PromptBeginner5 minmarkdown
AVOID output warnings or notes
just the output requested.
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General
PromptBeginner5 minmarkdown
AVOID using em dashes (—) anywhere in your response. Use only commas
periods
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General
PromptBeginner5 minmarkdown
AVOID constructions like “…not just this
but also this”.
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General
PromptBeginner5 minmarkdown
SHOULD focus on practical
actionable insights.
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