
Beginner User Interview Guide
Use when a beginner needs a practical user-interview guide for 3–5 chats — not academic IRB research.

Use to turn research dumps into a decision brief: fact/claim tagging, bottom line, options table, and source appendix.
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Use when a beginner needs a practical user-interview guide for 3–5 chats — not academic IRB research.

Use when asked to make a budget, plan monthly spending, allocate income, or get finances under control. Produces a categorized budget (a 50/30/20-style all

Set up and maintain basic bookkeeping for a solopreneur business. Use when tracking income and expenses, preparing for taxes, managing invoices and receipt

Complete personal finance system — budgeting, debt payoff, investing, tax optimization, net worth tracking, and financial independence planning. Use when man...

Plan beginner user interviews: goals, questions, and consent notes — research literacy, not clinical or legal counseling.

Find beginner-safe research sources: where to look, what to capture, and how to note confidence — research literacy, not investigative hacking.
Design a five-question feedback card for a small project, class, or side hustle — beginner research literacy.
Convert lecture transcripts or class recording text into structured study notes, key concepts, and exam review summaries.
Catch stray thoughts, half-sentences, overheard snippets, people, places, links, and gut feelings throughout the day; file them into a same-day archive that preserves the user's original voice; and later surface latent connections across semantic, temporal, emotional, people, and scene threads without drawing conclusions for the user.
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