Research & analysis 6 min setup
Analyze user feedback without losing evidence
Group themes while keeping quotes, counts, and uncertainty attached
Evidence-backed themes and a list of claims the data cannot support
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AI prompts for feedback, review, and quality checks
AI review prompt templates for diagnosing drafts, checking evidence, organizing feedback, finding risks, and planning targeted revisions
Useful feedback names observable issues, their impact, and the evidence behind them. These recipes avoid guessing motives, separate blocking problems from preferences, and preserve the human reviewer’s judgment.
How to use this collection
- Provide the draft, intended outcome, review criteria, and constraints that must not change.
- Ask for evidence and impact before accepting a proposed revision.
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50Excel & spreadsheets 8 min setup
Analyze survey ratings and comments in Excel
Combine rating distributions with traceable comment themes and response-bias limits
A mixed-method survey summary with counts, themes, evidence, and unsupported claims
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