πŸ€–
🏒
πŸ“Š
βŒ•
Community-Driven AI Dictionary

The place where AI prompts
get defined by the people
who use them.

Think Urban Dictionary, but for AI. Real prompts, real outputs, and battle-tested workflows submitted, rated, and curated by the community.

Browse the Dictionary β†’+ Add your prompt
500+Prompts defined
100%Community submitted
FreeAlways free to browse
βœ… Human-tested promptsπŸ›‘οΈ Community approvedπŸ€– Real AI output examples included
All Workflows
79 results
ChatGPTSoftware Dev

AI Sprint Planner for Agile Teams

Turn vague project ideas into structured sprint plans with tasks, priorities, and timelines. Ideal for fast-moving development teams.

Prompt Preview
You are a senior Agile project manager. Analyze the following software project idea and generate a complete 2-week sprint plan. Include epics, user stories, development tasks, testing requirements, blockers, priorities, and estimated timelines. Also recommend which tasks should be assigned to frontend, backend, DevOps, and QA engineers. Project details: [INSERT PROJECT DETAILS]
πŸ’Ύ 1🟑 Intermediate
βœ“ Verifiedβ†’
GeminiSoftware Dev

Sprint Planning Story Generator

Convert high-level feature descriptions into well-formed user stories, acceptance criteria, and estimates.

Prompt Preview
You are an agile product owner. For each feature description below, generate: 1) 2-3 user stories (As a..., I want..., so that...), 2) acceptance criteria (Gherkin style), 3) suggested story points and dependencies, and 4) a short implementation notes section for the dev team. Feature descriptions:\n\n"{{FEATURES_LIST}}"
πŸ’Ύ 1🟒 Beginner
βœ“ Verifiedβ†’
GeminiFinance

Summarize a 10-K SEC filing into a 1-page analyst brief

Extract key risks, revenue drivers, and forward guidance from SEC filings in under 2 minutes.

Prompt Preview
You are a sell-side financial analyst. I will paste a section of a 10-K SEC filing.

Extract and format the following as a concise bullet-point brief:
1. Top 3 revenue drivers (with figures if mentioned)
2. Top 3 risk factors (flag any new risks vs prior year)
3. Forward guidance or management outlook
4. One-sentence overall sentiment (bullish / neutral / cautious)

Keep the entire brief under 250 words. A portfolio manager should be able to read it in 60 seconds.

Filing section: [PASTE TEXT]
πŸ’Ύ 1πŸ”΄ Advanced
βœ“ Verifiedβ†’
GeminiSoftware Dev

Sprint Retrospective Facilitator & Action Planner

Run more effective sprint retrospectives by using AI to synthesize team feedback, identify patterns, and generate actionable improvement items ranked by impact. Great for remote and async teams.

Prompt Preview
You are an experienced Agile coach facilitating a sprint retrospective. I will provide you with raw team feedback collected under the categories: What Went Well, What Didn't Go Well, and What We'd Like to Try. Your tasks are: 1) Summarize the key themes under each category without losing important nuance, 2) Identify the top 3 recurring pain points based on frequency and sentiment, 3) Generate a prioritized list of specific, measurable action items with a suggested owner role (e.g. Scrum Master, Dev Lead, Product Manager) and a recommended timeline (this sprint / next sprint / this quarter), 4) Flag any systemic issues that may require escalation beyond the team, 5) Write a one-paragraph retrospective summary suitable for sharing with stakeholders. Raw retrospective feedback: [PASTE TEAM FEEDBACK HERE]
πŸ’Ύ 1🟒 Beginner
βœ“ Verifiedβ†’
ClaudeFinance

Financial Scenario Stress Tester

Input your business financials and Claude will model best-case, base-case, and worst-case scenarios with narrative analysis β€” helping you make smarter decisions under uncertainty.

Prompt Preview
You are a CFO-level financial analyst. Based on the financial data and assumptions I provide, conduct a three-scenario stress test analysis. For each scenario (Best Case, Base Case, Worst Case) produce: 1) The key assumptions driving that scenario (revenue growth rate, cost changes, churn rate, etc.), 2) A simplified 12-month Profit & Loss projection (Revenue, COGS, Gross Profit, Operating Expenses, EBITDA), 3) Cash Runway estimate if applicable, 4) The top 3 risks or triggers that could shift the business from one scenario to another, 5) Recommended management actions for each scenario. After all three scenarios, write a one-page Executive Narrative summarizing the financial risk profile and your top three strategic recommendations. Format numbers clearly in a table where possible. Business financials and assumptions: [PASTE YOUR DATA HERE] Industry: [INSERT INDUSTRY] Time horizon: [INSERT HORIZON]
πŸ’Ύ 0πŸ”΄ Advanced
βœ“ Verifiedβ†’
ClaudeSoftware Dev

Write a custom SQL query from a plain English request

Translate complex business questions into optimized SQL queries, complete with JOINs and aggregations.

Prompt Preview
You are a Senior Data Analyst. I have a database with the following tables and columns: [PASTE SCHEMA OR TABLE NAMES]. I need a SQL query that answers this question: [BUSINESS QUESTION]. Write the optimized SQL query (using PostgreSQL syntax). Then, briefly explain how the query works and any potential performance bottlenecks.
πŸ’Ύ 0πŸ”΄ Advanced
βœ“ Verifiedβ†’
PerplexityMarketing

Perplexity Competitive Analysis

Produce a concise competitor comparison and opportunity map from company inputs.

Prompt Preview
You are Perplexity, an analyst. Given the target company description and 3 competitors, generate: 1) a side-by-side feature and positioning comparison, 2) a SWOT-style opportunity map, and 3) 5 strategic recommendations with short rationales. Inputs:\n\nCompany:\n"{{COMPANY_DESC}}"\n\nCompetitors:\n"{{COMPETITOR_1}}", "{{COMPETITOR_2}}", "{{COMPETITOR_3}}"
πŸ’Ύ 0πŸ”΄ Advanced
βœ“ Verifiedβ†’
ClaudeHR & Recruiting

Job Description Bias Auditor & Rewriter

Analyze any job posting for exclusionary language, unconscious bias, and unnecessary requirements β€” then receive a rewritten version proven to attract a broader, more diverse talent pool.

Prompt Preview
You are a talent acquisition expert and organizational psychologist specializing in inclusive hiring practices. Analyze the following job description and produce a two-part report: PART 1 β€” BIAS AUDIT: Identify all instances of: Gendered language (e.g. "rockstar", "ninja", "aggressive"), Unnecessarily exclusive requirements (e.g. degree requirements where experience suffices, years of experience thresholds), Cultural fit language that may signal homogeneity, Jargon or acronyms that disadvantage career changers or underrepresented groups, Overly long requirements lists that discourage qualified candidates from applying. For each issue, explain the impact and provide a specific suggested fix. PART 2 β€” REWRITTEN JOB DESCRIPTION: Rewrite the full job description using: inclusive, skills-first language, a welcoming tone that emphasizes growth and impact, a clearly separated "Must Have" vs "Nice to Have" requirements structure, a diversity and inclusion statement, and a transparent note on compensation range if not already present. Job description to analyze: [PASTE JOB DESCRIPTION HERE] Role level: [ENTRY / MID / SENIOR] Industry: [INSERT INDUSTRY]
πŸ’Ύ 0🟒 Beginner
βœ“ Verifiedβ†’
PerplexityEducation

Perplexity Lesson Plan Builder

Generate a multi-activity lesson plan with objectives, timings, and assessments from a topic and student level.

Prompt Preview
You are Perplexity, an instructional designer. Given a lesson topic, grade level, and duration, produce: 1) learning objectives, 2) a timed sequence of activities with materials, 3) formative and summative assessment ideas, and 4) differentiation tips for diverse learners. Inputs:\n\nTopic:\n"{{LESSON_TOPIC}}"\n\nGrade/Level:\n"{{GRADE_LEVEL}}"\n\nDuration:\n"{{DURATION}}"
πŸ’Ύ 0🟒 Beginner
βœ“ Verifiedβ†’
ChatGPTMarketing

AI Marketing Email Generator

Create persuasive marketing emails that increase clicks, opens, and conversions.

Prompt Preview
You are an expert email copywriter. Write a high-converting marketing email for the following product or service. Include a compelling subject line, engaging opening, persuasive benefits, urgency, and a strong call-to-action. Product details: [INSERT PRODUCT DETAILS]
πŸ’Ύ 0🟒 Beginner
βœ“ Verifiedβ†’
ChatGPTSoftware Dev

Bug-to-Testcase Transformer

Automatically convert bug reports into precise test cases to speed debugging and QA.

Prompt Preview
You are an expert QA engineer. Given the bug report below, produce: 1) a concise summary of the bug (one sentence), 2) preconditions, 3) step-by-step reproducible test case with expected results, 4) suggested severity and affected components, and 5) 1-2 remediation notes for developers. Keep each section labeled. Bug report:\n\n"{{BUG_REPORT}}"
πŸ’Ύ 0🟑 Intermediate
βœ“ Verifiedβ†’
ClaudeEducation

Deep Research Report Builder

Transform any complex topic into a comprehensive, well-structured research report with citations, analysis, and executive summary. Perfect for analysts, students, and consultants.

Prompt Preview
You are a senior research analyst. Conduct a deep, comprehensive research report on the following topic. Structure your report as follows: 1) Executive Summary (3-5 bullet points of key findings), 2) Background & Context (history and current landscape), 3) Key Themes & Analysis (minimum 4 themes, each with supporting evidence), 4) Stakeholder Perspectives (who is affected and how), 5) Data & Statistics (include relevant numbers, trends, and sources), 6) Counterarguments & Limitations (steel-man opposing views), 7) Future Outlook (short-term and long-term projections), 8) Conclusions & Recommendations (actionable takeaways). Use clear section headers, write at a graduate level, and flag any areas where data may be limited or contested. Topic to research: [INSERT TOPIC HERE]
πŸ’Ύ 0🟑 Intermediate
βœ“ Verifiedβ†’