Audit a prompt for fabrication pressure
Find instructions and output fields that reward unsupported completion, false certainty, invented sources, or concealed gaps
A fabrication-risk map, safer rewrite, and adversarial test cases
Open recipeAI tools
Grok prompt templates for structured AI tasks
Use practical Grok prompt templates for research planning, content, communication, decisions, learning, and recurring work
These model-portable recipes help frame a complete request for Grok with explicit inputs and verification steps. They are not claims about current product features or output quality; a test badge appears only where a Grok run has been recorded.
How to use this collection
- Replace every visible placeholder before using a template in Grok.
- Review facts, calculations, sources, and consequential decisions outside the model.
Choose a recipe
318Audit a presentation for information overload
Find narrative, slide, visual, and speaking-load problems without deleting decision-critical evidence
A severity-ranked overload audit, keep-cut-move plan, and revised slide map
Open recipeAudit a chart for misleading design
Review scale, encoding, labels, missing context, and the claim against source values
A severity-ranked chart audit and a corrected design specification
Open recipeAnticipate presentation questions and prepare answers
Map likely audience questions to sourced answers, boundaries, follow-ups, and decision roles
A prioritized Q&A bank with concise answers, evidence, bridge responses, and unknowns
Open recipeAnalyze 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
Open recipeAnalyze trends in spreadsheet data
Separate sustained change, seasonality, and one-off noise using explicit time periods
A reproducible trend table, chart plan, and evidence-bounded interpretation
Open recipeAnalyze the scope impact of a change request
Trace a proposed change through deliverables, schedule, cost, quality, operations, and commitments
A decision-ready impact assessment with options, evidence gaps, and approval conditions
Open recipeAnalyze 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
Open recipeAnalyze missing values in Excel
Measure missingness by field and group before deciding whether to leave, recover, or exclude it
A missingness profile, decision rules, and impact checks without invented values
Open recipeAnalyze common misconceptions in student answers
Group observable answer patterns into testable misconception hypotheses without labeling learners
An evidence table of error patterns, alternative explanations, instructional responses, and rechecks
Open recipeAdjust tone without changing facts
Change interpersonal stance and formality while preserving claims, obligations, uncertainty, and boundaries
A tone-adjusted version, invariant audit, and explanation of rhetorical changes
Open recipeAddress a career gap in a cover letter
Explain only the necessary timeline facts while protecting privacy and returning focus to current evidence
A bounded gap explanation with disclosure options and a privacy review
Open recipe