Standardize category labels in Excel
Map known label variants to an approved vocabulary while exposing unknown values
An auditable mapping table, lookup formula, and unmapped-value review queue
Open recipeAI tools
Meta AI prompt templates for everyday use
Practical Meta AI prompt templates for writing, ideas, planning, learning, comparisons, communication, and personal projects
These templates turn everyday goals into structured requests you can adapt for Meta AI. Review access, privacy, facts, and results in your own context. A model-portable recipe is labeled as tested only when a Meta AI run is recorded.
How to use this collection
- Replace every visible placeholder before using a template in Meta AI.
- Review facts, calculations, sources, and consequential decisions outside the model.
Choose a recipe
318Split combined fields into Excel columns
Separate names, addresses, or codes using verified delimiters and exception flags
A non-destructive split method, validation columns, and exception queue
Open recipeSeparate must-haves, preferences, and marketing claims
Classify purchase statements by actual need and evidence instead of letting persuasive wording define value
A needs hierarchy, claim-evidence audit, and focused verification list
Open recipeRun turn-by-turn language roleplay with corrections
Practise one realistic exchange at a time with bounded corrections, retries, adaptive difficulty, and progress evidence
An interactive roleplay protocol with scenario state, correction ladder, retry loop, difficulty rules, and closing feedback
Open recipeRun a question-by-question mock interview
Practice one answer at a time with evidence-based feedback, follow-ups, and a final improvement pattern
An interactive interview protocol with calibrated scoring, revisions, and practice priorities
Open recipeRun a project pre-mortem
Imagine a failed outcome to surface plausible causes, weak signals, tests, and preventive actions
A prioritized failure scenario map with evidence, indicators, owners, and immediate experiments
Open recipeRewrite slide text for projection
Reduce on-slide reading load while preserving claims, evidence, qualifiers, and speaker context
Projection-ready slide copy, speaker-note transfers, and meaning audit
Open recipeRewrite sentences for clarity and concision
Reduce syntactic load and ambiguity while preserving every material fact, condition, and relationship
Clearer sentences, meaning-preservation notes, and unresolved ambiguities
Open recipeRewrite complex text in simple target language
Simplify syntax and vocabulary to a target level while preserving facts, obligations, conditions, exceptions, and uncertainty
A level-bounded rewrite with fact lock, term glossary, sentence mapping, preserved caveats, and fidelity check
Open recipeReview an assignment draft without writing the answer
Diagnose a learner's draft against instructions and rubric while preserving authorship
A rubric-linked feedback report with evidence, questions, priorities, and a self-revision plan
Open recipeReview a story outline for logic and pacing
Trace causality, knowledge, motivation, setup, payoff, tension, and scene load without replacing the writer's story
A prioritized outline diagnosis with minimal repairs and pacing alternatives
Open recipeRespond to a complaint without unauthorized compensation
Address a complaint clearly while separating resolution, compensation review, and agent authority
A complaint response with factual acknowledgment, authorized remedy, review path, evidence needs, and escalation
Open recipe