Team growth
People, hiring & development 8 min setup
Write specific respectful feedback without inferring motives
Turn observed behavior and impact into a fair conversation that invites context and agrees on next evidence
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 recipesProject planning
Project management 8 min setup
Turn retrospective material into an improvement plan
Convert observations and contributing conditions into small, owned, measurable system changes
Open recipeClear writing
Writing & communication 7 min setup
Turn editorial feedback into a revision plan
Reconcile comments against the brief and sequence revisions without silently accepting scope changes
Open recipeCampaign planning
Marketing & campaigns 9 min setup
Turn customer feedback into content topic opportunities
Convert traceable customer questions and friction into useful topics without overstating demand
Open recipeBetter prompts
Prompt design 9 min setup
Turn a successful conversation into a reusable prompt template
Extract the task contract, variables, decision rules, and checks that actually produced a useful result
Open recipeUser insights
Product & user research 9 min setup
Synthesize usability issues from test notes
Turn session observations into evidence-counted usability issues without blaming participants or overstating prevalence
Open recipeTeam growth
People, hiring & development 9 min setup
Summarize team themes from an anonymous survey
Aggregate ratings and comments into privacy-safe themes with denominators, variation, counterevidence, and limits
Open recipeLanguage practice
Translation & language learning 10 min setup
Run turn-by-turn language roleplay with corrections
Practise one realistic exchange at a time with bounded corrections, retries, adaptive difficulty, and progress evidence
Open recipeCareer preparation
Career & job search 8 min setup
Run a question-by-question mock interview
Practice one answer at a time with evidence-based feedback, follow-ups, and a final improvement pattern
Open recipeUseful feedback
Feedback & review 8 min setup
Review an assignment draft without writing the answer
Diagnose a learner's draft against instructions and rubric while preserving authorship
Open recipeCreative ideas
Creative expression & personal projects 8 min setup
Review a story outline for logic and pacing
Trace causality, knowledge, motivation, setup, payoff, tension, and scene load without replacing the writer's story
Open recipeTeam growth
People, hiring & development 8 min setup
Prepare facts and open questions for a performance conversation
Organize observable work evidence, expectations, context, and fair questions without inferring motives or predetermining outcomes
Open recipe