User insights
Product & user research 9 min setup
Design prototype test tasks and observation points
Turn research questions into realistic, non-leading tasks with success evidence, observations, prompts, and prototype limits
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 recipesBetter prompts
Prompt design 8 min setup
Design normal, missing, and conflicting input tests for a prompt
Turn a prompt contract into repeatable cases with expected behavior, evidence rules, and pass criteria
Open recipeTeam growth
People, hiring & development 8 min setup
Design a training-needs interview guide
Investigate real work gaps, causes, conditions, and transfer needs before prescribing training
Open recipeUseful feedback
Feedback & review 9 min setup
Design a rubric from standards
Translate standards into observable, distinct, and consistently scorable criteria
Open recipeClear writing
Writing & communication 4 min setup
Critique a draft before rewriting it
Diagnose the highest-impact problems without replacing the author’s intent
Open recipeMeeting agendas
Meeting agendas 8 min setup
Create a project retrospective meeting agenda
Review observable outcomes, process conditions, and improvement experiments without assigning blame
Open recipeBusiness essentials
Finance, procurement & administration 9 min setup
Create a month-end review checklist
Turn an approved close process into sequenced checks with evidence, reconciliations, exceptions, approvals, and reopening rules
Open recipeCustomer conversations
Sales & customer conversations 7 min setup
Create a customer success review meeting agenda
Structure a joint review around outcomes, evidence, unresolved value, risks, and mutually confirmed next steps
Open recipeBetter prompts
Prompt design 9 min setup
Compare the real behavior of two prompt versions
Evaluate two prompts on matched inputs instead of judging wording, length, or a single attractive output
Open recipeUseful feedback
Feedback & review 8 min setup
Build a realistic exam revision schedule
Allocate limited study time by exam date, importance, current mastery, energy, and uncertainty
Open recipeCustomer support
Customer support 7 min setup
Audit whether a support response actually answers the customer
Compare a draft response with every customer question, fact, constraint, and requested outcome
Open recipeResearch insights
Research & analysis 8 min setup
Audit the evidence status of claims
Map each atomic claim to evidence, contradiction, source quality, and a calibrated status
Open recipe