Team growth
People, hiring & development 8 min setup
Audit recruitment or evaluation language for potential bias
Find vague, exclusionary, stereotyped, or inconsistently applied language and replace it with job-relevant evidence criteria
Open recipeTopics
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.
Choose a recipe
50 recipesUser insights
Product & user research 9 min setup
Audit product requirements for ambiguity and missing decisions
Find language that permits incompatible implementations and expose the owner and evidence needed to decide
Open recipeCampaign planning
Marketing & campaigns 9 min setup
Audit marketing copy for exaggeration and evidence gaps
Trace factual and implied claims to evidence before copy is published
Open recipeSpreadsheet insights
Excel & spreadsheets 7 min setup
Audit Excel headers, field definitions, and data types
Compare a workbook with its intended schema before import, analysis, or automation
Open recipeUseful feedback
Feedback & review 8 min setup
Audit content for repetition, vagueness, and machine-like writing
Diagnose observable writing problems without unreliable claims about whether AI produced the text
Open recipeClear writing
Writing & communication 5 min setup
Audit email tone for harshness, ambiguity, and passive aggression
Identify wording risks in context and revise tone without weakening facts or boundaries
Open recipeLanguage practice
Translation & language learning 7 min setup
Audit bilingual content for semantic consistency
Find material differences in facts, scope, obligations, tone, and terminology across two language versions
Open recipePersonal productivity
Personal productivity 5 min setup
Audit a schedule for conflicts and unrealistic load
Detect overlaps, missing transitions, impossible dependencies, hidden overtime, and capacity risk
Open recipeRead clearly
Document reading 7 min setup
Audit a summary against its source
Find unsupported claims, changed meaning, and material omissions before a summary is shared
Open recipeBetter prompts
Prompt design 7 min setup
Audit a prompt for fabrication pressure
Find instructions and output fields that reward unsupported completion, false certainty, invented sources, or concealed gaps
Open recipePresent clearly
Presentations & public speaking 7 min setup
Audit a presentation for information overload
Find narrative, slide, visual, and speaking-load problems without deleting decision-critical evidence
Open recipeSpreadsheet insights
Excel & spreadsheets 7 min setup
Audit a chart for misleading design
Review scale, encoding, labels, missing context, and the claim against source values
Open recipe