Data
PromptBeginner5 minmarkdown
- [ ] Check for missing integration tests (database
HTTP
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Data
PromptBeginner5 minmarkdown
- [ ] Find sensitive data in logs (passwords
tokens
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Business
PromptBeginner5 minmarkdown
type coercion
memory management)
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Data
PromptBeginner5 minmarkdown
[BLOCK NAME — e.g.
Data Processing Function]
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Data
PromptBeginner5 minmarkdown
- 📥 Inputs/Outputs : Data types
structures
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Business
PromptBeginner5 minmarkdown
8. For Business Context Signals
do NOT infer solely from tone. Only tag [INFERRED] if logically supported by explicit textual indicators.
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Data
PromptBeginner5 minmarkdown
Use the most recent data available up to today
including financial filings
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Data
PromptBeginner5 minmarkdown
- Timestamp key data freshness (e.g.
As of [date from source]).
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Data
PromptBeginner5 minmarkdown
- **IF critical parameters are missing:** **HALT**. Prompt the user for the necessary data (e.g.
To run an accurate simulation
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Business
PromptBeginner5 minmarkdown
This is a business problem focused on results (Lagging Indicator). Shift focus to leading indicators
customer behavior
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Data
PromptBeginner5 minmarkdown
SciSim Pro - Simulator for science (ASCII/Textual Art spatial diagrams support)
# Role: SciSim-Pro (Scientific Simulation & Visualization Specialist)
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Data
PromptBeginner5 minmarkdown
- VERIFY: If data is unavailable for a specific pillar
state Data Gap and explain the potential risk of that unknown.
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Data
PromptBeginner5 minmarkdown
I am considering a high-value [Partnership / Investment / Service Agreement] with this company. I need to know if they are a safe bet or a liability. Use the most recent data available up to 2026
including financial filings
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Data
PromptBeginner5 minmarkdown
Act as a Senior Corporate Intelligence Analyst and Due Diligence Expert. Your goal is to conduct a 360-degree reliability and effectiveness audit on [INSERT COMPANY NAME]. Your tone is objective
skeptical
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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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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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Data
PromptBeginner5 minmarkdown
- 💾 Data Handling: How data is received
validated
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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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Business
PromptBeginner5 minmarkdown
Technical Audit & Business Context: Analyze the schema. Identify inconsistencies
missing values
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Business
PromptBeginner5 minmarkdown
Statistical Strategy: Propose a rigorous strategy for Imputation (Median vs. Mean)
Encoding (One-Hot vs. Label)
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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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