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Difficulty: Advanced
70 prompts
Advanced
Survey Response Clustering
From 250 responses (CSV), cluster themes and output 5 headline insights with verbatim snippets and counts.
Analysis & Research
From 250 responses (CSV), cluster themes and output 5 headline insights with verbatim snippets and counts.
Advanced
Revenue Forecast Stress Test
Stress-test this revenue forecast: list top 5 fragile assumptions and show sensitivity ±10% on each. Input: [model].
Analysis & Research
Stress-test this revenue forecast: list top 5 fragile assumptions and show sensitivity ±10% on each. Input: [model].
Advanced
TAM/SAM/SOM Analysis
Estimate TAM, SAM, and SOM for [product] in [market]. Show calculation method, assumptions, and sensitivity ranges.
Analysis & Research
Estimate TAM, SAM, and SOM for [product] in [market]. Show calculation method, assumptions, and sensitivity ranges.
Advanced
Industry Trend Report
Analyze 5-year trends in [industry]. Identify 3 major shifts, 5 implications, 3 emerging opportunities. Format: structured report.
Analysis & Research
Analyze 5-year trends in [industry]. Identify 3 major shifts, 5 implications, 3 emerging opportunities. Format: structured report.
Advanced
Customer Interview Synthesis
From 10 customer interviews (transcripts), extract: top 3 pain points (with quote), 5 feature requests, 2 barriers to adoption. Format:...
Analysis & Research
From 10 customer interviews (transcripts), extract: top 3 pain points (with quote), 5 feature requests, 2 barriers to adoption. Format: structured summary.
Advanced
Experiment Design Framework
Design an A/B test for [hypothesis]. Include: control & variant, success metrics (with targets), sample size calculation, duration, analysis plan.
Analysis & Research
Design an A/B test for [hypothesis]. Include: control & variant, success metrics (with targets), sample size calculation, duration, analysis plan.
Advanced
Python Vectorization & Profiling
Profile this Python function on a 10M-row CSV. Suggest vectorized ops and show before/after time using timeit. Code: [paste].
Coding & Development
Profile this Python function on a 10M-row CSV. Suggest vectorized ops and show before/after time using timeit. Code: [paste].
Advanced
Complex SQL Query Optimization
Optimize this SQL query for a 500M row table. Show execution plan, suggest indexes, and provide refactored query with explain...
Coding & Development
Optimize this SQL query for a 500M row table. Show execution plan, suggest indexes, and provide refactored query with explain analysis.
Advanced
SEO-Optimized Tech Article
Write a 1200-word blog post about 'machine learning in healthcare' targeting primary care physicians. Structure: intro hook, 4 key benefits...
Blog Posts
Write a 1200-word blog post about 'machine learning in healthcare' targeting primary care physicians. Structure: intro hook, 4 key benefits (each with clinical example), objections & rebuttals (2), conclusion with action items. Use technical but accessible language. Include placeholders for 3 industry statistics.
Advanced
Style Mimic – Brand Voice Pilot
Mimic the pacing and sentence length of this sample without copying phrases. Topic: [topic]. Constraints: 600–700 words, 2 short anecdotes,...
Style Mimicry
Mimic the pacing and sentence length of this sample without copying phrases. Topic: [topic]. Constraints: 600–700 words, 2 short anecdotes, no rhetorical questions. Sample: [link or paste].