AI Prompt Template Wiki
A practical wiki for 127 AI prompt templates across 14 categories. Each page teaches the prompt pattern, shows a reusable prompt, and gives a concrete example you can adapt before using ChatGPT, Claude, Gemini, or another AI assistant.
Browse by category
Engineering
14 Engineering prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Code Review
Find correctness, security, performance, maintainability, and test gaps.
System Design
Turn requirements into architecture, components, data flow, and tradeoffs.
Performance Optimization
Diagnose bottlenecks and define measurable optimization and monitoring steps.
Security Audit
Prioritize realistic threats, evidence needed, mitigations, and residual risk.
Debug Triage
Turn symptoms, logs, and recent changes into a focused debugging path.
Test Plan
Design practical test coverage for a feature, release, or risky change.
API Design
Shape endpoint behavior, contracts, errors, security, and evolution strategy.
Database Schema Review
Review schema choices for integrity, query patterns, scale, and migration risk.
Refactor Plan
Break a messy implementation into safe, incremental refactoring steps.
Incident Postmortem
Convert incident notes into timeline, impact, root causes, and prevention work.
Release Checklist
Prepare a release with readiness checks, rollback, monitoring, and owners.
Observability Plan
Define logs, metrics, traces, alerts, and dashboards for a system or feature.
Technical Debt Audit
Prioritize technical debt by user impact, delivery drag, and operational risk.
Migration Plan
Plan system, data, or vendor migration with phases, risks, and rollback.
Writing
10 Writing prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Content Creation
Shape angle, structure, draft, variants, and distribution notes.
Technical Writing
Draft technical content with audience, structure, examples, and accuracy checks.
Article Outline
Create a structured article outline with argument, sections, and examples.
Executive Summary
Condense long material into decisions, implications, risks, and actions.
Rewrite for Tone
Rewrite text for audience, tone, clarity, and channel fit.
Newsletter Issue
Assemble a newsletter issue from notes, links, ideas, and a call to action.
Press Release
Draft a clear announcement with news value, quotes, details, and boilerplate.
Thought Leadership
Develop a distinctive point of view with argument, evidence, and implications.
Documentation Outline
Plan docs for a feature, API, workflow, or internal process.
Editing Checklist
Review content for clarity, accuracy, structure, tone, and publish readiness.
Research
5 Research prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Research Assistant
Plan research and separate facts, assumptions, verification needs, and questions.
Literature Review
Organize research material into themes, evidence, disagreements, and gaps.
Source Credibility Check
Assess sources for authority, evidence quality, conflicts, and verification needs.
Survey Design
Design survey goals, questions, answer choices, sampling, and analysis plan.
Interview Synthesis
Synthesize interviews into themes, evidence, quotes, and product implications.
Agent & Workflow
8 Agent & Workflow prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Agent Workflow Planner
Break an AI agent workflow into goals, tools, steps, handoffs, and controls.
Prompt Optimizer
Rewrite a rough prompt into a clearer, safer, more testable instruction.
Meeting Summary
Turn notes or transcripts into decisions, actions, owners, and follow-ups.
System Prompt Builder
Create system instructions with role, behavior, boundaries, tools, and evaluation.
RAG Design
Plan retrieval, chunking, ranking, grounding, evaluation, and failure handling.
Evaluation Dataset Plan
Plan representative test cases, rubrics, edge cases, and acceptance criteria.
Automation SOP
Document a repeatable automation with triggers, steps, checks, and exceptions.
Tool Selection
Choose tools for a workflow based on capabilities, risk, cost, and handoffs.
Marketing
16 Marketing prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Ad Copy Variants
Generate differentiated ad copy variants for channels, audiences, and tests.
SEO Content Cluster
Plan an SEO topic cluster with intent, pages, keywords, and internal links.
Market Analysis
Assess market structure, trends, opportunities, risks, and what to verify.
Competitor Analysis
Compare positioning, strengths, gaps, and strategic implications.
Landing Page Copy
Draft conversion-focused landing page sections with proof and objections.
Email Campaign
Plan a multi-email campaign with segmentation, messages, and measurement.
Social Media Calendar
Plan platform-specific posts, angles, formats, and publishing cadence.
Brand Positioning
Clarify target audience, category, differentiation, promise, and proof.
Buyer Persona
Turn research notes into practical buyer personas for messaging and sales.
Content Calendar
Plan topics, formats, owners, channels, and publication rhythm.
Newsletter Draft
Draft a useful newsletter with angle, sections, links, and CTA.
Case Study Writer
Turn customer evidence into a credible story with problem, solution, and results.
Webinar Plan
Plan webinar topic, audience promise, agenda, promotion, and follow-up.
Campaign Brief
Align campaign goal, audience, message, assets, channels, and metrics.
Value Proposition Testing
Design tests for competing value propositions and audience segments.
Lifecycle Messaging
Map lifecycle stages to messages, triggers, channels, and success metrics.
Data & BI
12 Data & BI prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Data Analysis
Structure data quality checks, analysis method, findings, caveats, and actions.
Dashboard Insights
Explain dashboard movement, likely drivers, anomalies, and next investigations.
Experiment Analysis
Interpret experiment results with confidence, caveats, decisions, and next tests.
KPI Diagnosis
Diagnose KPI movement and propose focused recovery or acceleration actions.
Funnel Analysis
Analyze conversion steps, drop-offs, segments, and likely causes.
Retention Analysis
Interpret retention by cohort, behavior, segment, and intervention opportunity.
Cohort Analysis
Compare cohorts to separate time, acquisition, and product behavior effects.
SQL Query Plan
Plan SQL logic before writing queries, including joins, filters, and checks.
Anomaly Investigation
Investigate metric spikes or drops with hypotheses, segments, and evidence.
Forecasting Brief
Frame a forecast with assumptions, drivers, scenarios, and caveats.
Attribution Analysis
Assess channel or action contribution with assumptions, evidence, and bias checks.
Data Storytelling
Turn analysis into a clear narrative for executives or operators.
Sales & CX
12 Sales & CX prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Customer Support Reply
Draft empathetic, accurate support replies with next steps and boundaries.
Sales Email
Write concise sales outreach with relevance, proof, and a clear CTA.
Objection Handling
Prepare thoughtful responses to buyer objections with proof and tradeoffs.
Customer Journey
Map customer stages, pain points, touchpoints, metrics, and interventions.
Discovery Call Plan
Prepare discovery questions, qualification logic, and next-step strategy.
Follow-up Email
Write a concise follow-up that reflects context and advances the deal.
Proposal Outline
Structure a sales proposal around pain, value, scope, proof, and next steps.
Account Plan
Map stakeholders, goals, risks, opportunities, and account actions.
Renewal Save Plan
Plan how to address renewal risk with value proof and recovery actions.
FAQ Builder
Create accurate customer-facing FAQs from product, sales, or support material.
Customer Success Plan
Plan onboarding, adoption, value proof, and expansion for an account.
QBR Deck Outline
Outline a quarterly business review with outcomes, insights, and next bets.
Design & UX
8 Design & UX prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
UX Review
Review a flow or screen for usability, clarity, friction, and improvement ideas.
Information Architecture
Organize content, navigation, labels, and page hierarchy for a product surface.
UX Microcopy
Write concise UX copy for empty states, errors, onboarding, and actions.
Usability Test Plan
Plan tasks, participants, success criteria, and observation notes for a usability test.
Onboarding Copy
Write onboarding copy that explains value, action, and progress clearly.
Empty State Design
Design empty states with explanation, action, reassurance, and edge cases.
Design Critique
Critique a design against goals, hierarchy, usability, consistency, and risk.
Accessibility Review
Review accessibility risks across keyboard, contrast, labels, motion, and content.
Multimodal
4 Multimodal prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Image Prompt
Compose detailed image generation prompts with subject, style, layout, and constraints.
Video Script
Plan a video script with hook, scenes, narration, visuals, and CTA.
Storyboard
Create a scene-by-scene storyboard with visual direction and narration.
Infographic Prompt
Design an infographic prompt with hierarchy, data, layout, and visual rules.
Governance
7 Governance prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
AI Risk Review
Review an AI use case for safety, privacy, bias, misuse, and oversight needs.
Privacy Checklist
Create a privacy checklist for data collection, retention, sharing, and consent.
Policy Brief
Summarize a policy issue with context, options, impacts, and recommendation.
Compliance Checklist
Convert requirements into an actionable compliance checklist and evidence plan.
Vendor Risk Review
Assess vendor risk across data, security, compliance, continuity, and contracts.
Data Retention Policy
Draft retention rules by data type, purpose, legal basis, and deletion process.
AI Launch Checklist
Check AI readiness across safety, privacy, evaluation, monitoring, and escalation.
Product
13 Product prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
User Research Plan
Design research questions, method, participant criteria, and analysis plan.
Product Review
Evaluate user value, UX, differentiation, risks, and next product moves.
Project Plan
Convert goals into scope, milestones, owners, risks, and success metrics.
PRD Writer
Turn a product idea into a concise PRD with scope, requirements, and metrics.
User Story Map
Break a product journey into activities, stories, releases, and gaps.
Feature Prioritization
Rank feature options by value, effort, confidence, risk, and strategy.
MVP Scope
Separate must-have MVP behavior from nice-to-have expansion ideas.
Roadmap Planning
Convert product bets into themes, milestones, dependencies, and metrics.
Product Launch Plan
Coordinate launch messaging, readiness, enablement, risks, and measurement.
Pricing & Packaging
Evaluate packaging options, buyer segments, willingness to pay, and tradeoffs.
Onboarding Flow
Design onboarding steps that move users to activation with less friction.
Churn Analysis
Analyze churn signals and propose retention interventions by segment.
Product Metrics Tree
Map north-star, input, guardrail, and diagnostic metrics for a product.
Decision
4 Decision prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Problem Solving
Frame the problem, compare options, and choose a practical path forward.
Expert Advisor
Frame an expert role, task, audience, and practical answer standard.
Decision Matrix
Compare options with criteria, weights, evidence, and tradeoffs.
Stakeholder Analysis
Map stakeholders by goals, influence, concerns, and engagement strategy.
Learning
2 Learning prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Learning Plan
Build a learning path with diagnosis, practice, milestones, and review loops.
Interview Prep
Create a focused interview preparation plan with stories, practice, and feedback.
Creative AI
12 Creative AI prompt templates grouped together so readers can move from a broad intent to a specific prompt without landing on isolated pages.
Midjourney Prompt
Create Midjourney-style prompts with subject, style, camera, lighting, and parameters.
Stable Diffusion Prompt
Build positive and negative prompts for controllable Stable Diffusion generation.
Image Style Board
Define a coherent visual direction with references, palette, texture, and mood.
Character Design Prompt
Design consistent characters with silhouette, costume, personality, and pose cues.
Product Photo Prompt
Generate product-shot prompts with background, lighting, lens, props, and usage context.
Logo Concept Prompt
Create logo exploration prompts with brand traits, symbols, geometry, and constraints.
Runway Video Prompt
Write text-to-video prompts with subject motion, camera movement, scene, and duration.
Music Generation Prompt
Create music prompts with genre, mood, instrumentation, structure, vocals, and references.
Sound Effect Prompt
Describe sound effects with source, environment, timing, texture, and mix needs.
Prompt Remix Variants
Generate controlled creative variants by changing style, medium, mood, and constraints.
Negative Prompt Builder
Build negative prompts to reduce artifacts, wrong anatomy, clutter, and unwanted styles.
Creative Director Brief
Turn a campaign or brand idea into a creative direction for image, video, and audio.