Prompt Patterns

Generate agile user stories and acceptance criteria following agile formats.

Provide concise, insightful answers in brief bullets focused on core concepts.

Evaluate student responses providing detailed feedback adapted to levels.

Compare candidate positions, policy differences and backgrounds.

Evaluate conference submissions for content, speaker qualifications and educational value.

Analyze user comments for sentiment, extract praise/criticism, and summarize reception.

Analyze email authentication headers to assess security and provide recommendations.

Evaluate writing and provide JSON output rating novelty, clarity, effectiveness.

Analyze writing style using Pinker's principles to improve clarity and effectiveness.

Expert software dev. guidance focusing on Java, Spring, frontend, and best practices.

Extract key concepts, background, and ideas from notable thinkers' work.

Review contract to identify stipulations, issues, and changes for negotiation.

Format/clean text by fixing breaks, punctuation, preserving content/meaning.

Explain coding concepts/languages for beginners

Create comparisons table, highlighting key differences and similarities.

Convert content to markdown, preserving original content and structure.

Generate concise summaries of content in five levels, five words to one.

Identify automation risks and career resilience strategies.

Compile relevant, attributed aphorisms from historical figures on topics.

Develop positive mental frameworks for challenging situations.

Design coding projects with clear architecture, steps, and best practices.

Generate precise CLI commands for penetration testing tools based on docs.

Summarize incidents, vulnerabilities into concise intelligence briefings.

Create step-by-step DIY tutorials with clear instructions and materials.

Compose professional emails with proper tone and structure.

Generate clear git commit messages and commands for code changes.

Transform security metrics to CSV for visualizing progress over time.

Create compelling business offers using Alex Hormozi's methodology.

Organize thoughts analyzing definitions, evidence, relationships, implications.

Create Graphviz vis. of investigation data showing relationships and findings.

Generate minimalist logo prompts capturing brand essence via vector graphics.

Transform complex ideas into mind maps using Markmap syntax.

Create Mermaid diagrams to visualize workflows in documentation.

Write concise newsletter content focusing on key insights.

Generate detailed D&D 5E NPC characters with backgrounds and game stats.

Design structured patterns for AI prompts with identity, purpose, steps, output.

Format predictions for tracking/verification in markdown prediction logs.

Break down tasks into hierarchical, actionable components via decomposition.

Document security findings with descriptions, recommendations, and evidence.

Summarize RPG sessions capturing events, combat, and narrative.

Craft compelling podcast/show intros to engage audience.

Transform complex concepts into clear, engaging narratives.

Generate single-word tags for content categorization and mind mapping.

Develop realistic security threat scenarios based on risk analysis.

Generate time-series for visualizing vulnerability remediation metrics.

Create narratives for security program improvements in remediation efficiency.

Extract world model updates/algorithms to improve decision-making.

Organize video content into timestamped chapters highlighting key topics.

Transform concepts to ASCII art with explanations of relationships.

Engage in Socratic dialogue to explore ideas via questioning.

Analyze scientific papers to identify findings and assess conclusion.

Generate concise summaries by extracting key points and main ideas.

Extract insightful ideas and recommendations focusing on life wisdom.

Create software architecture docs using C4 model.

Generate threat models using STRIDE to prioritize security threats.

Identify key idea, providing core concept and recommendation.

Transform concepts into visual diagrams using Mermaid syntax.

Create Product Requirements Documents (PRDs) from input specs.

Analyze/explain code, security tool outputs, and configs.

Extract TTPs and translate them into YAML Sigma detection rules.

Identify/analyze predictions, claims, confidence, and verification.

Write clear user stories with descriptions and acceptance criteria.

Extract/analyze insights, trends, and recommendations from threat reports.

Analyze malware behavior, extract IOCs, MITRE ATT&CK, provide recommendations.

Extract/prioritize practical advice from books.

Transform concepts into detailed AI art prompts with style references.

Analyze network ports/services to create threat reports with recommendations.

Transform content into academic papers using LaTeX layout.

Design TED-style presentations with narrative, slides and notes.

Distill the fundamental message into a single, impactful sentence.

Design three-phase reading plans to build knowledge of topics.

Identify/extract claims contradicting scientific consensus.

Generate review questions adapting difficulty to student levels.

Compile security newsletters covering threats, advisories, developments with links.

Extract/classify hard/soft skills from job descriptions into skill inventory.

Generate concise summaries with one-sentence overview and key points.

Extract insights about life, tech, presenting as bullet points.

Evaluate truth claims by analyzing evidence and logical fallacies.

Analyze debates identifying arguments, agreements, and emotional intensity.

Extract info from breach articles, including attack details and impact.

Study interviewer questions/methods to identify effective interview techniques.

Examine battles analyzing strategic decisions to extract military lessons.

Examine server logs to identify patterns and potential system issues.

Analyze past errors to prevent similar mistakes in predictions/decisions.

Psychological analysis by examining language to reveal personality traits.

Evaluate presentations scoring novelty, value for feedback.

Process user feedback to identify themes and prioritize insights.

Examine ballot propositions to assess purpose and potential impact.

Evaluate writing quality by rating novelty, clarity, and style.

Assess vendor security compliance to determine risk levels.

Evaluate sales calls analyzing pitch, fundamentals, and customer interaction.

Compare religious texts with KJV, identifying claims and doctrinal variations.

Evaluate tech projects' societal impact across dimensions.

Extract/analyze trends from threat reports to identify emerging patterns.

Generate appropriate responses to technical interview questions.

Generate security-focused questions to guide secure system design.

Analyze patents to evaluate novelty and technical advantages.

Interpret commands from threat reports, providing implementation guidance.

Enhance blog posts by improving structure and visuals for static sites.

Transform technical docs into clearer explanations with examples.

Explain math concepts for students using step-by-step instructions.

Create project overviews with instructions and usage examples.

Create glossaries of advanced terms with definitions and analogies.

Extract data and convert to CSV, preserving data integrity.

Extract recommendations for improving algorithms, focusing on steps.

Extract wisdom from articles, organizing into actionable takeaways.

Extract novel ideas from books to inspire new projects.

Identify business opportunities and insights

Analyze contentious viewpoints while maintaining objective analysis.

Extract techniques from CTF writeups to create learning resources.

Extract/organize concepts and applications into idea collections.

Extract insights from DMs, focusing on learnings and takeaways.

Extract procedures into clear instructions for implementation.

Extract/categorize jokes, puns, and witty remarks.

Extract info from the latest video, including title and content.

Identify the most positive aspect from content.

Extract patterns and themes to create reusable templates.

Extract/document proof-of-concept demos from technical content.

Identify/analyze the core problem / root causes.

Identify/analyze the main solution proposed in content.

Extract/categorize product features into a structured list.

Extract/categorize questions to create Q&A resources.

Extract/format recipes into instructions with ingredients and steps.

Extract recommendations, organizing into actionable guidance.

Extract/format citations into a structured reference list.

Analyze song lyrics to uncover deeper meanings and themes.

Extract/organize sponsorship info, including names and messages.

Extract/parse video IDs and URLs to create video lists.

Extract insights from AI agent interactions, focusing on learning.

Extract learnings from DMs, focusing on personal growth.

Extract pure wisdom from content without metadata.

Analyze content to uncover concealed meanings and implications.

Identify/analyze logical fallacies to evaluate argument validity.

Calculate frequency of impressive moments to measure engagement.

Generate RSS feed URLs for YouTube channels.

Transform technical content into approachable language.

Analyze content using DSRP to identify key distinctions.

Analyze content using DSRP to identify different viewpoints.

Analyze content using DSRP to identify connections.

Analyze content using DSRP to identify systems and structures.

Extract/analyze user job stories to understand motivations.

Enhance academic writing by improving clarity and structure.

Enhance AI prompts by refining clarity and specificity.

Enhance security report by improving clarity and accuracy.

Enhance writing by improving clarity, flow, and style.

Evaluate AI outputs for quality and accuracy.

Categorize/evaluate content by assigning labels and ratings.

Generate markdown callout blocks to highlight info.

Define pattern templates with sections for consistent creation.

Apply McKinsey 7S framework to analyze organizational alignment.

Offer expert advice tailored to situations, providing steps.

Evaluate AI responses for quality and effectiveness.

Assess AI outputs against criteria, providing scores and feedback.

Evaluate content quality across dimensions, providing scoring.

Assess practical value of content by evaluating utility.

Process direct queries by interpreting intent.

Suggest artists based on user preferences and style.

Suggest CI/CD pipeline improvements for efficiency and security.

Generate discussion topics for panel talks based on interests.

Enhance design docs by improving clarity and accuracy.

Evaluate software designs for scalability and security.

Clean/convert malformed HTML to markdown.

Solve problems using chain-of-thought reasoning.

Recommend Fabric patterns based on user requirements.

Generate summaries capturing key points and details.

Summarize debates highlighting arguments and agreements.

Summarize git changes highlighting key modifications.

Summarize git diff output highlighting functional changes.

Summarize lectures capturing key concepts and takeaways.

Summarize legislation highlighting key provisions and implications.

Summarize meetings capturing discussions and decisions.

Generate extremely concise summaries of content.

Summarize newsletters highlighting updates and trends.

Summarize papers highlighting objectives and findings.

Summarize AI prompts to identify instructions and outputs.

Summarize pull requests highlighting code changes.

Summarize RPG sessions capturing story events and decisions.

Evaluate challenge handling by analyzing response strategies.

Analyze metrics, tracking progress and identifying trends.

Generate career plans using the Head, Heart, Hands framework.

Generate compelling opening sentences for content.

Analyze personal philosophies to understand core beliefs.

Extract intro sentences to identify engagement strategies.

Extract panel topics to create engaging discussions.

Identify blind spots in thinking to improve awareness.

Identify negative thinking patterns to recognize distortions.

Identify neglected goals to surface opportunities.

Generate personalized messages of encouragement.

Apply adversarial thinking to identify weaknesses.

Analyze plans through a security lens to identify threats.

Visualize missions and goals to clarify relationships.

Generate annual reviews by analyzing achievements and learnings.

Convert content into flashcard format for learning.

Convert meeting recordings into structured minutes.

Convert content between languages while preserving meaning.

Transform content into concise tweets.

Create essays with thesis statements and arguments in the style of Paul Graham.

Create vulnerability reports following HackerOne's format.

Generate LaTeX documents with proper formatting.

Create concise essays presenting a single key idea.

Generate Nuclei scanning templates with detection logic.

Create pull request descriptions with summaries of changes.

Create Semgrep rules for static code analysis.

Extract condensed insightful ideas and recommendations focusing on life wisdom.

Analyze a legislative bill and implications.

Condensed - Analyze a legislative bill and implications.

Generate secure and composable code features using latest technology and best practices.

Create visualizations using Excalidraw.

Generate flashcards for key concepts and definitions.

Create detailed Level of Effort (LOE) estimation documents.

Extract key content and source.

Extract and list main events from transcripts.

Clarify and summarize partner criteria in direct language.

Summarize YouTube videos with key points and timestamps.

Analyze research papers to determine primary findings and assess scientific rigor.

Analyze Terraform plans for infrastructure changes, security risks, and cost implications.

Create memorable mnemonic sentences using given words in exact order for memory aids.

Convert board meeting transcripts into formal meeting notes for corporate records.

Write essays on given topics in the distinctive style of specified authors.

Extracts the most novel and surprising ideas ("alpha") from content, inspired by information theory.

Analyzes content to identify and extract detailed information about Model Context Protocol (MCP) servers.

Performs a comprehensive code review, providing detailed feedback on correctness, security, and performance.

Apply standardized content tags to categorize topics like AI, cybersecurity, politics, and culture.

Analyze cognitive biases to identify overconfidence and underestimation of abilities using Dunning-Kruger principles.

Extracts a list of best practices rules for AI coding assisted tools.

Infer everyday challenges and realistic coping strategies from a psychological profile and craft an empathetic 500–700-w...

Analyze a psychological profile, pinpoint issues and strengths, and deliver compassionate, structured strategies for spi...