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Claude Prompts.

Master Claude with our curated library of professional prompt templates.. optimized for the newest 2026 cognitive models like Claude 4 and GPT-5.

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ClaudeIntermediate

SEO Blog Outline

Use Case: SEO blog post planning

You are an SEO content strategist. Create a comprehensive blog post outline for the keyword "[primary keyword]". Include: 1 H1, 6-8 H2 sections, 2-3 H3s per section, a meta description (155 chars), and a primary CTA. Target audience: [audience description]. Search intent: [informational/commercial]. Competitor gap: [what competitors miss].
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ClaudeIntermediate

Brand Voice & Tone Guide

Use Case: Brand identity and content consistency

You are a senior brand strategist at a top creative agency. Define a comprehensive brand voice and tone guide for [company name], a [industry] brand targeting [audience]. Deliverables: 1) 4 core voice pillars with a 1-sentence definition each, 2) A "we are / we are not" table for each pillar, 3) 3 before/after copy rewrites demonstrating the voice in action, 4) Channel-specific tone adjustments (LinkedIn vs TikTok vs email vs support chat). The brand's personality archetype is closest to [archetype, e.g., The Sage / The Explorer].
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ClaudeAdvanced

Product Launch Email Sequence

Use Case: Product launch campaigns

You are a conversion copywriter specializing in product launches. Write a 5-email launch sequence for [product name] launching on [date]. Email 1 (T-7 days): Teaser โ€” build intrigue without revealing the product. Email 2 (T-3 days): Problem agitation โ€” deepen the pain our audience feels around [core problem]. Email 3 (Launch day): Reveal + full offer โ€” benefits, social proof, and urgency. Email 4 (T+2 days): Objection handler โ€” address top 3 objections: [list them]. Email 5 (T+5 days): Last chance โ€” scarcity close. Each email: subject line, preview text, body, CTA. List price: [price]. Audience: [describe].
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ClaudeAdvanced

High-Converting Landing Page Copy

Use Case: Conversion rate optimization

You are a CRO-focused copywriter. Write full landing page copy for [product/service] using the AIDA-Plus framework: Attention (hero headline + sub-headline), Interest (problem section โ€” make them feel understood), Desire (solution + 3 benefit blocks with icons, 3 social proof quotes, a feature-to-benefit table), Action (CTA section with urgency element). Also include: 1 FAQ section (5 questions), and an objection-handling section. Product: [describe]. ICP: [describe ideal customer]. Primary CTA: [e.g., Start Free Trial]. Tone: [describe].
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ClaudeIntermediate

LinkedIn Thought Leadership Post

Use Case: Personal brand building on LinkedIn

You are a LinkedIn ghostwriter who has written for founders with 100k+ followers. Write a LinkedIn post for a [job title] at [company type]. Topic: [topic]. Post structure: Line 1 โ€” a single scroll-stopping sentence (no more than 9 words, present tense, avoid "I"). Lines 2-3 โ€” blank line, then expand the hook. Body โ€” 5-7 short paragraphs of value, each 1-2 sentences. Use white space aggressively. End with: 1 question to spark comments and 1 "save this post" CTA. No hashtags in body (max 3 at end). Tone: direct, confident, human โ€” no buzzwords like "game-changer" or "leverage".
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ClaudeIntermediate

Ideal Customer Profile (ICP) Builder

Use Case: Audience research and targeting

You are a market research specialist. Build a detailed Ideal Customer Profile (ICP) for [product/service]. Section 1 โ€” Firmographic (for B2B): industry, company size, geography, tech stack, revenue range. Section 2 โ€” Psychographic: core fears, aspirations, daily frustrations, how they measure success. Section 3 โ€” Behavioral: how they research solutions, decision-making process, typical objections, influencers they trust. Section 4 โ€” "Day in the Life" narrative: A 300-word story told from the ICP's perspective on the day they discover our product. Section 5 โ€” Message-market fit: The single most resonant message for this profile and why. Base your ICP on: [any customer data or context you can provide].
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ClaudeIntermediate

YouTube Video Script & Hook

Use Case: YouTube content creation

You are a YouTube scriptwriter who has written for channels with 1M+ subscribers. Write a full script for a [duration]-minute YouTube video on [topic]. Structure: 1) Hook (first 30 seconds): Open with a shocking statement, contrarian take, or visual cue โ€” must make the viewer say "wait, what?". Do NOT start with "In this video I'm going to...". 2) Context bridge: Earn the viewer's attention with your credibility. 3) Main content: Break into 3-5 chapters with clear transitions. Use the "but/therefore" rule โ€” never "and then, and then". 4) CTA: Subscriber ask + next video tease. Include [B-roll suggestions in brackets]. Channel style: [describe]. Target CPM topic cluster: [e.g., finance, productivity].
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ClaudeBeginner

Newsletter Edition Writer

Use Case: Email newsletter content

You are a newsletter writer with a loyal 50k subscriber base. Write one edition of [newsletter name], a [frequency] newsletter for [audience niche]. Sections to include: 1) A personal lede (150 words) โ€” a story, observation, or question that frames this week's theme, 2) The main piece โ€” a 400-word deep-dive or how-to on [main topic], 3) "Quick Hits" โ€” 3 curated links with a 1-sentence take on each, 4) A "Question of the Week" to drive replies, 5) A sponsor slot: write a native ad for [sponsor product] that doesn't feel like an ad. Tone: smart but casual, like an email from a trusted friend who happens to be an expert. Reader: [describe].
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ClaudeAdvanced

Code Review (Security Focus)

Use Case: Pre-deployment security audit

You are a senior application security engineer. Review this [language] code and identify: 1) Security vulnerabilities (rate each Critical/High/Medium/Low with CVSS-like reasoning), 2) Performance issues, 3) Code quality problems. For each finding: file location, description, risk, and a corrected code snippet. Format as a structured security report. [PASTE CODE]
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ClaudeIntermediate

Code Language Converter

Use Case: Refactoring and migration

Translate this [Source Language] code to [Target Language]. Ensure you use idiomatic patterns of the target language. Preserve logic exactly but adapt structures (e.g., from Python list comprehensions to JavaScript map/filter). Include comments explaining major differences in implementation. [PASTE SOURCE CODE]
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ClaudeAdvanced

System Design: Full Architecture

Use Case: System design interviews and architecture planning

You are a principal engineer at a FAANG-level company. Design the backend architecture for [system, e.g., "a real-time collaborative document editor like Notion"]. Walk through each phase using chain-of-thought: 1) Requirements clarification โ€” functional vs non-functional, scale assumptions (DAU, QPS, data volume), 2) High-level design โ€” core components and data flow diagram in ASCII or Mermaid, 3) Deep dives โ€” database schema (justify SQL vs NoSQL), caching strategy (Redis/CDN layers), message queue design, 4) API design โ€” key endpoints with request/response shapes, 5) Bottleneck identification and mitigation, 6) Trade-offs you consciously accepted. Constraints: 10M DAU, 99.99% uptime SLA, global deployment.
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ClaudeIntermediate

API Documentation Writer

Use Case: Developer documentation

You are a technical writer specializing in developer documentation. Generate complete API documentation for the following endpoint. Include: 1) Overview paragraph (what it does and when to use it), 2) Authentication requirements, 3) Request specification (method, URL, headers, path params, query params, request body โ€” each with type, required/optional, description, and example), 4) Response specification (all status codes: 200, 400, 401, 403, 404, 429, 500 โ€” with response body schema and example), 5) A working code example in [language], 6) Rate limits and pagination notes, 7) Common errors and how to resolve them. [PASTE ENDPOINT DEFINITION OR CODE]
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ClaudeAdvanced

AI Agent Architecture Design

Use Case: AI agent and autonomous system design

You are an AI systems architect in 2026 with deep expertise in agentic AI design. Design a production-grade AI agent for the following task: [describe the agent's goal, e.g., "autonomously research companies and draft personalized outreach emails"]. Deliverables: 1) Agent Loop Design โ€” reasoning loop (ReAct/Plan-and-Execute/Reflexion), 2) Tool Manifest โ€” list each tool with its function signature, input schema, and failure mode, 3) Memory Architecture โ€” short-term (context window), episodic (vector store), and semantic memory layers, 4) Guardrails โ€” safety checks, human-in-the-loop triggers, and cost controls, 5) Evaluation Framework โ€” how to measure task completion rate, error rate, and latency, 6) Deployment considerations โ€” async queuing, observability, model fallback strategy. Stack: [e.g., LangGraph, Claude 4, GPT-5 tools].
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ClaudeBeginner

Deep Code Explainer

Use Case: Onboarding and code understanding

You are a senior engineer and patient mentor. Explain this code to a junior developer who knows the basics of [language] but has never seen this pattern before. Your explanation must: 1) Start with a one-sentence summary of what the code does and why it exists, 2) Walk through it line by line (or block by block for longer code) using plain English โ€” no assumed knowledge, 3) Explain any design patterns or algorithms used and why the author chose them, 4) Point out any potential "gotchas" or non-obvious behaviors, 5) Suggest one improvement the developer could make as a learning exercise. [PASTE CODE]
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ClaudeIntermediate

React Component Architecture Review

Use Case: Frontend code quality

You are a Staff Frontend Engineer. Review this React component and provide: 1) Performance audit โ€” identify unnecessary re-renders, missing memoization (useMemo/useCallback/React.memo), and bundle size concerns, 2) Accessibility audit โ€” WCAG 2.2 compliance issues with specific fixes, 3) Refactoring plan โ€” identify if this should be split into smaller components (apply Single Responsibility Principle), 4) Custom Hook extraction โ€” which logic should become a reusable hook, 5) TypeScript improvements โ€” strengthen the prop types and return types, 6) Test coverage plan โ€” list the 5 most important test cases. Rewrite the component incorporating your top 3 suggestions. [PASTE COMPONENT]
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ClaudeAdvanced

Production System Prompt Engineer

Use Case: LLM product development

You are a prompt engineer who has shipped LLM features used by millions of users. I need a production-grade system prompt for an AI assistant that will: [describe the AI's role and tasks]. Requirements: 1) Persona definition โ€” role, expertise, communication style, 2) Scope constraints โ€” what the AI should and should not do (with explicit refusal language), 3) Output format instructions โ€” structured response schemas for each task type, 4) Chain-of-thought reasoning instructions for complex tasks, 5) Few-shot examples โ€” write 2 example interactions (user input โ†’ ideal AI response), 6) Edge case handling โ€” what to do when the request is ambiguous, out of scope, or potentially harmful. Also evaluate your own system prompt for: jailbreak surface area, instruction following robustness, and token efficiency.
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ClaudeIntermediate

Executive Summary

Use Case: Board and executive reporting

You are a senior business analyst. Transform this [document type] into a 250-word executive summary. Structure: 1) Situation (2 sentences), 2) Key findings (3 bullet points), 3) Recommended action (1 sentence), 4) Expected outcome (1 sentence). Audience: [C-suite/Board/Investors]. Tone: confident and direct. Avoid jargon. [PASTE DOCUMENT]
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ClaudeAdvanced

Ghostwrite in My Voice

Use Case: Personal brand content

You are a professional ghostwriter. Study these 3 samples of my writing: [SAMPLE 1], [SAMPLE 2], [SAMPLE 3]. Note: sentence length variation, vocabulary choices, how I structure arguments, and personality on the page. Now write a [length]-word [content type] on [topic]. My 3 key points: [list them]. My voice in 3 words: [describe]. Sound indistinguishably like me.
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ClaudeIntermediate

Difficult Message Writer

Use Case: High-stakes professional communication

You are an executive communications coach. Help me write a [message type: email/Slack/letter] for a difficult situation: [describe the situation, e.g., "telling a key client we are raising prices by 30%" or "informing a team their project is being cancelled"]. My relationship with the recipient: [describe]. The core message I need to convey: [state it plainly]. What I want them to feel after reading it: [e.g., respected, informed, not blindsided]. What I want them to do: [desired action]. Constraints: [any sensitivities to avoid]. Write 2 versions: one that prioritizes clarity and directness, one that prioritizes relationship preservation. Then recommend which to send and why.
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ClaudeAdvanced

Technical White Paper Framework

Use Case: B2B thought leadership and lead generation

You are a B2B content strategist and technical writer. Create the full framework for a white paper titled "[title]" for [company]. Target reader: [technical/executive/practitioner]. Objective: [educate/persuade/generate leads]. Structure: 1) Executive Summary (250 words โ€” standalone), 2) Problem Statement โ€” quantify the business problem with market data, 3) Current Landscape โ€” existing solutions and why they fall short, 4) Our Approach โ€” methodology or technology explained at the right technical depth, 5) Evidence Section โ€” case study structure with metrics, 6) Implementation Guidance โ€” practical steps for the reader, 7) Conclusion + CTA. For each section: key messages, data points to research, visual/chart suggestions, and approximate word count. Total target: [2,500/5,000] words.
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ClaudeIntermediate

Performance Review Writer

Use Case: HR and people management

You are an HR writing coach. Write a [self-review/manager review] for [role] at a [company type]. Context: key accomplishments this period: [list them]. Areas where growth is needed: [list them]. Overall rating: [Exceeds/Meets/Below expectations]. For each accomplishment, use the STAR format (Situation, Task, Action, Result) and quantify impact wherever possible. For development areas, frame as growth opportunities with specific actions, not criticisms. Tone: professional, balanced, and evidence-based. Avoid empty phrases like "goes above and beyond" โ€” replace with specific behaviors. Length: approximately [X] words.
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ClaudeIntermediate

Customer Case Study Writer

Use Case: Sales enablement and social proof

You are a B2B case study writer. Write a compelling customer success story for [company name], a customer of [our product]. Format: 1) Headline โ€” "<Customer> achieved [result] with [product>" style, 2) At a Glance โ€” 3 key metrics in a callout box, 3) The Challenge โ€” the customer's pain before our solution (tell it as their story, not ours), 4) Why They Chose Us โ€” key decision factors, 5) The Solution โ€” how they use our product (be specific about features), 6) The Results โ€” quantified outcomes with before/after, 7) A pull quote from the customer, 8) Next Steps โ€” what they're doing next with our product. Input: [paste customer interview notes or brief]. Tone: story-driven, not a press release.
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ClaudeAdvanced

Academic Essay Architect

Use Case: Academic and research writing

You are a PhD-level academic writing coach. Help me structure a [word count]-word academic essay on [topic] for [course/journal]. My central argument (thesis): [state it]. Methodology approach: [qualitative/quantitative/mixed/theoretical]. Step 1: Critique my thesis โ€” is it arguable, specific, and significant? Suggest a refined version. Step 2: Build an argument map โ€” show how each section logically leads to the next. Step 3: For each section, provide: the function of this section, 2-3 key claims to make, the types of evidence needed (empirical/theoretical/case-based), and a topic sentence. Step 4: Identify the 3 most likely counterarguments and show where I should address them. Disciplinary conventions: [e.g., APA, Chicago, specific field norms].
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ClaudeIntermediate

Business Proposal Writer

Use Case: Sales proposals and consulting

You are a senior proposal writer at a consulting firm. Write a compelling business proposal for [client name] to win a [project type] engagement valued at approximately $[value]. Our firm: [firm name and relevant expertise]. Client context: [describe their business and the problem they need solved]. Proposal structure: 1) Executive Summary โ€” the opportunity and our recommendation in 200 words, 2) Understanding of the Problem โ€” show you listened; restate their challenge better than they articulated it, 3) Our Proposed Approach โ€” phased methodology with deliverables per phase, 4) Why Us โ€” 3 differentiators with evidence, 5) Investment โ€” fee structure with clear line items, 6) Timeline โ€” Gantt-style milestones, 7) Risk Mitigation โ€” 3 risks and how we'll handle them, 8) Team Bios โ€” 2-3 line roles. Tone: confident, not salesy.
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ClaudeIntermediate

Short Story Generator

Use Case: Creative writing and fiction

You are a literary fiction writer. Write a short story (~1,000 words) in the [genre] genre. Core constraint: the entire story must take place in [one setting, e.g., a single elevator ride, a hospital waiting room]. Character: [brief description โ€” avoid backstory dumps, reveal character through action and dialogue]. Central tension: [describe]. Craft requirements: 1) Open in medias res โ€” no scene-setting preamble, 2) Use subtext in dialogue โ€” characters say one thing but mean another, 3) Employ a single, specific sensory detail that recurs symbolically, 4) The ending must recontextualize the opening line. Do not explain the theme โ€” embed it in the action. Tone: [e.g., melancholic, darkly comic, quietly hopeful].
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ClaudeIntermediate

Socratic Tutor

Use Case: Deep conceptual understanding

You are a Socratic tutor. Your role is to help me understand [subject/topic] deeply through guided questioning โ€” do NOT give me direct answers. When I give an answer, evaluate it silently, then ask a follow-up question that either deepens correct understanding or gently exposes a flaw in my reasoning. If I'm stuck after 2 attempts, give me the smallest possible hint โ€” not the answer. Track my misconceptions internally and circle back to them later. Start by asking me what I already know about [topic] and what I find confusing. My goal: [e.g., understand why inflation happens, solve differential equations, grasp the trolley problem].
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ClaudeIntermediate

Concept Map & Mental Model Builder

Use Case: Deep learning and knowledge organization

You are an expert in learning science and knowledge architecture. Build a comprehensive concept map for [topic]. Deliverables: 1) Core Concept โ€” the central idea in one sentence, 2) First-order concepts โ€” the 5-7 most important sub-concepts, each with a 2-sentence explanation, 3) Relationships โ€” describe how each concept connects to the core and to each other (use "is a type of / enables / causes / requires / contradicts"), 4) Mental Models โ€” which existing mental models (e.g., second-order effects, inversion, Occam's Razor) are most useful for reasoning about this topic, 5) Common Misconceptions โ€” 3 things people get wrong about this topic and the correct understanding, 6) The "gateway" concept โ€” if you only understood ONE thing deeply, what would unlock the rest. Output in a structured hierarchy.
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ClaudeAdvanced

Online Course Curriculum Designer

Use Case: Course creation and instructional design

You are an instructional designer with expertise in adult learning theory (Bloom's Taxonomy, Kirkpatrick Model). Design a complete online course curriculum for "[course title]". Target learner: [describe โ€” experience level, goals, time available]. Learning outcomes: by the end, learners will be able to [list 3-5 specific, measurable outcomes using Bloom's action verbs]. Curriculum structure: 1) Module breakdown โ€” 6-8 modules with titles and learning objectives, 2) For each module: lesson plan (video topics, reading, exercise, quiz), estimated time, and the key "aha moment" you want to create, 3) Assessment design โ€” how will mastery be measured?, 4) The single biggest reason people drop this type of course โ€” and how your design prevents it. Course length: [X hours total]. Format: [video/written/hybrid].
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ClaudeAdvanced

First Principles Breakdown

Use Case: Problem solving and innovation

You are a first-principles thinker. Deconstruct [topic/problem] by working from the ground up. Step 1: Identify all assumptions most people make about this topic without questioning them. Step 2: For each assumption, ask "How do we know this is true?" and determine if it is a fundamental truth or a societal convention. Step 3: Rebuild the topic from only the verified fundamental truths. Step 4: What new insights or solutions emerge that are hidden by conventional thinking? Step 5: Apply this to a specific decision or question: [your question]. Model your reasoning style after: Elon Musk (physics as framework), Richard Feynman (explain from atomic level), and Socrates (question every premise).
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ClaudeIntermediate

Debate Argument Builder

Use Case: Critical thinking and argumentation

You are a competitive debate coach. Build the strongest possible argument FOR and AGAINST: "[debate motion]". For each side: 1) A clear, logical argument structure (Claim โ†’ Warrant โ†’ Impact), 2) The top 3 supporting arguments, ranked by persuasive strength, 3) Key evidence, statistics, or expert authorities to cite (flag which to verify), 4) The 2 most powerful counterarguments the opposing side will raise, and pre-built rebuttals, 5) A 60-second opening statement. Then: identify which side has the stronger logical foundation and explain why. My position (if applicable): [FOR/AGAINST]. Use in: [academic debate/job negotiation/team discussion/policy advocacy].
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ClaudeAdvanced

Investor Pitch Deck Outline

Use Case: Fundraising preparation

You are a venture capital advisor who has reviewed 500+ pitch decks. Create a 12-slide pitch deck outline for [startup description]. Each slide: title, 3 key points, one metric/visual to include, and one question investors will ask (plus how to answer it). Highlight where founders typically lose investors. Context: [business model, stage, traction].
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ClaudeIntermediate

OKR Designer for Quarter

Use Case: Quarterly planning and alignment

You are a strategy and execution coach who has implemented OKRs at scale. Design a full OKR framework for [team/company] for Q[X] [year]. Company-level context: [annual mission or company goal]. Produce: 1) 3 Company-level Objectives (inspirational, qualitative), 2) 3-4 Key Results per Objective (specific, measurable, time-bound โ€” include current baseline and target), 3) One team-level OKR that cascades from each company objective, 4) An "anti-goal" section โ€” 3 things we will explicitly NOT pursue this quarter to stay focused, 5) A check-in cadence recommendation (weekly/monthly scoring rubric). Common mistakes to avoid: KRs that are tasks, not outcomes; objectives that are just departmental functions; and KRs with no baseline. Evaluate your own OKRs against these pitfalls.
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ClaudeAdvanced

Board Deck Narrative Builder

Use Case: Board and investor communications

You are a CEO advisor and board communication expert. Help me build the narrative for my quarterly board deck. Company context: [describe stage, revenue, team size]. This quarter's headlines: [key things that happened โ€” wins, misses, surprises]. Structure the board narrative: 1) The one-sentence story of this quarter (honest, not spin), 2) Scorecard โ€” metrics that matter to the board with RAG (Red/Amber/Green) status and 1-sentence commentary per metric, 3) The "so what" on each key initiative โ€” not just status but implications, 4) The strategic question you need the board to help answer, 5) Forward look โ€” next quarter's priorities and risks. Tone principle: boards want honesty with confidence. Write for a reader who has 10 minutes and zero patience for corporate theater.
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ClaudeAdvanced

M&A Due Diligence Checklist

Use Case: M&A and corporate development

You are an M&A advisor at a top-tier investment bank. Generate a comprehensive due diligence checklist for a [acquisition type: strategic/financial/acqui-hire] acquisition of [target company type] in the [industry] sector. Deal size: approximately $[amount]. Organize the checklist into workstreams: 1) Financial DD โ€” P&L quality, revenue recognition, deferred revenue, capex, working capital, 2) Legal DD โ€” corporate structure, IP ownership, material contracts, litigation, compliance, 3) Commercial DD โ€” market position, customer concentration, pipeline quality, 4) Technology DD โ€” code quality, technical debt, security posture, 5) HR DD โ€” key person risk, comp structures, culture assessment, 6) Regulatory DD โ€” industry-specific approvals needed. For each item: flag high vs standard priority, and the most common "deal-killer" findings per category.
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ClaudeAdvanced

Pricing Strategy Designer

Use Case: Monetization and pricing optimization

You are a pricing strategy consultant. Design an optimal pricing strategy for [product/service]. Product details: [describe features, value delivered, and competitive alternatives]. Current pricing: [if any]. Cost structure: COGS approximately $[X] per unit/customer. Target margin: [X%]. Customer segments: [list 2-3 segments with different willingness to pay]. Step 1: Analyze 4 pricing models (cost-plus, value-based, competitive, freemium) and eliminate the wrong ones with reasoning. Step 2: Design the recommended pricing architecture โ€” tiers, anchor pricing, price fences between tiers. Step 3: Write the pricing page copy that communicates value, not features. Step 4: Design a price increase strategy โ€” how to raise prices 20% without losing customers. Step 5: Identify the pricing metric (per seat, per usage, per outcome) that best aligns our revenue with customer value.
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ClaudeIntermediate

Blameless Post-Mortem Facilitator

Use Case: Incident management and organizational learning

You are a systems thinking facilitator specializing in blameless post-mortems. Facilitate a post-mortem for the following incident: [describe what happened, when, impact, and duration]. Use the following structure: 1) Timeline โ€” a factual, minute-by-minute or hour-by-hour reconstruction of events (no blame language), 2) Contributing Factors โ€” use "5 Whys" to trace from symptoms to root causes, identifying system failures not human failures, 3) What went well โ€” actions that contained the damage or accelerated recovery, 4) Action Items โ€” each with an owner, priority (P1/P2/P3), and due date, 5) Systemic improvements โ€” changes to process, tooling, or monitoring to prevent recurrence, 6) A summary paragraph suitable for sharing with stakeholders. Enforce language rules: no "should have", no individual blame.
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ClaudeIntermediate

High-Stakes Decision Framework

Use Case: Life and career decision making

You are a decision-making coach. Help me think through this high-stakes decision: [describe the decision]. Apply the following structured process: 1) Clarify โ€” restate the decision as precisely as possible. What am I actually deciding? 2) Options โ€” list all viable options, including the often-overlooked "do nothing" option, 3) Criteria โ€” what are the 4-5 criteria that actually matter for this decision? Weight them (must sum to 100%), 4) Pre-mortem โ€” for each option, imagine it's 12 months later and it went badly. What happened?, 5) Regret Minimization โ€” which option will I regret least at age 80?, 6) Reversibility โ€” is this a "two-way door" (reversible) or "one-way door" (irreversible) decision?, 7) Recommendation โ€” given all the above, what should I do? Commit. My timeline to decide: [date]. Stakes: [describe what is at risk].
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ClaudeIntermediate

Personal Knowledge System Builder

Use Case: Personal productivity and knowledge work

You are a knowledge management expert and architect of "second brain" systems. Design a Personal Knowledge Management (PKM) system for [my role/context, e.g., "a startup founder who reads heavily and needs to connect ideas across domains"]. My tools available: [e.g., Notion, Obsidian, Readwise]. My biggest pain points: [e.g., I capture ideas but never use them; I can't find things I saved; my notes don't connect]. Deliverables: 1) A folder/tagging architecture (PARA or custom), 2) A "capture anywhere" workflow โ€” how every source type (book, podcast, article, meeting, thought) flows into the system, 3) A "processing" ritual โ€” when and how to turn raw notes into connected knowledge, 4) A "resurfacing" cadence โ€” how often to review and how, 5) The 3 most common PKM anti-patterns and how to avoid them in my system.
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ClaudeIntermediate

Annual Life Review & Goal Setting

Use Case: Annual planning and personal growth

You are a life coach and strategic advisor. Guide me through a comprehensive annual review and goal-setting session for [year]. Part 1 โ€” Reflection (looking back): For each life domain (Career/Finance/Health/Relationships/Learning/Fun & Creativity/Contribution), ask me: What were my top wins? What do I wish had gone differently? What am I still carrying from this year? Part 2 โ€” Insights: After my answers, help me identify: my top 3 personal themes, 1 pattern I should double down on, 1 pattern I should eliminate. Part 3 โ€” Goal Design (looking forward): Using the "one-word theme" method and then specific goals with "who/what/why/by when" structure. Apply anti-goals: what will I say NO to next year? Part 4 โ€” Accountability Design: a 90-day check-in format and a "future self letter" prompt. Use Socratic questions throughout โ€” don't tell me what my goals should be.
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ClaudeIntermediate

Negotiation Prep Coach

Use Case: Salary, business, and deal negotiation

You are a negotiation coach trained in Harvard Principled Negotiation and Chris Voss's tactical empathy method. Prepare me for this negotiation: [describe the negotiation โ€” salary, deal, contract, conflict]. My position: [what I want]. Their likely position: [what they want]. Relationship context: [one-time transaction / long-term relationship]. Prep deliverables: 1) My BATNA (Best Alternative to Negotiated Agreement) โ€” have I correctly identified it?, 2) Their likely BATNA and how that affects their leverage, 3) The ZOPA (Zone of Possible Agreement) โ€” where is the deal space?, 4) My opening position and anchoring strategy, 5) 3 tactical empathy phrases to use when they push back (Voss-style), 6) The one concession I can make that costs me little but appears valuable to them, 7) Walk-away criteria โ€” at what point do I leave?
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ClaudeIntermediate

World Building Foundations

Use Case: Fiction writing and gaming

You are a lead narrative designer. Build the foundations for a [genre] world. Define: 1) The Unique Magic/Tech System (and its cost), 2) 2 conflicting major factions, 3) 1 significant historical "Inciting Incident" that shaped current geopolitics, and 4) A description of the capital city. Focus on internal consistency and fresh tropes.
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ClaudeAdvanced

Deep Character Creator

Use Case: Novel, screenplay, and game character writing

You are a character development specialist with expertise in the Enneagram and psychology of motivation. Create a fully realized character for [genre/medium: novel/screenplay/game]. Start with the wound: 1) Core Wound โ€” the formative event that shaped their worldview (be specific, not archetypal), 2) Misbelief โ€” the false belief they formed from that wound, 3) Want vs Need โ€” what they consciously pursue vs what they actually need, 4) Ghost (backstory) โ€” how the wound shows up in behavior patterns, 5) Voice โ€” write 5 lines of their dialogue that no other character could say, 6) Contradiction โ€” the most interesting contradiction in their personality, 7) Arc โ€” what belief must they change (or refuse to change) by the end? Avoid character clichรฉs: [list any you want me to avoid].
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ClaudeAdvanced

Screenplay Scene Writer

Use Case: Film and TV writing

You are a professional screenwriter who has sold scripts to major studios. Write a 3-page scene (approximately 3 minutes of screen time) for [genre] screenplay. Setup: [describe the situation, who is in the scene, what each character wants, and what is at stake]. Format requirements: Proper screenplay format (INT/EXT, scene heading, action lines, character name above dialogue). Craft requirements: 1) No on-the-nose dialogue โ€” characters should never say exactly what they mean, 2) Every action line must do double duty (advance plot AND reveal character), 3) Use "show the emotion, don't name it" rule, 4) The scene must end differently than it began (status shift). Tone: [describe]. Subgenre reference: [e.g., "in the style of Aaron Sorkin"].
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ClaudeIntermediate

Brand Identity Creative Brief

Use Case: Brand design and identity

You are a creative director at a top branding agency. Write a full creative brief to guide the visual identity design of [brand name], a [industry] brand. Brief sections: 1) Brand Essence โ€” one word that captures the soul of the brand, 2) Brand Personality โ€” 5 adjectives with the contrasting trait we are NOT (e.g., "Bold, NOT aggressive"), 3) Visual Direction โ€” moodboard description in words (color palette rationale, typography character, photographic style), 4) Logo Direction โ€” 3 conceptual territories to explore (not the solution, the creative questions to explore), 5) Competitive Reference โ€” brands we admire from OUTSIDE our industry and why, 6) Verbal Identity โ€” 3 words that describe how the brand writes and speaks, 7) The brief in one sentence (the north star for every designer reading this). Target audience: [describe].
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ClaudeIntermediate

Song Structure & Lyrics Architect

Use Case: Songwriting and music creation

You are a professional songwriter with credits across [genre]. Help me write a song about [theme/topic/emotion]. Approach: 1) Identify the core emotional truth โ€” the specific feeling this song should create in the listener, 2) Find the central metaphor or image (avoid overused metaphors like "fire" and "broken hearts"), 3) Design the song structure (verse/pre-chorus/chorus/bridge timing and function), 4) Write the hook first โ€” the one line people will remember, 5) Write one complete verse, the chorus, and a bridge. Lyric rules: favor concrete images over abstract feelings; use consonance and internal rhyme, not just end-rhyme; the best line in each section should be the last. Genre reference: [artist or sound]. Tempo feel: [fast/mid/slow, e.g., "slow burn ballad"].
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ClaudeAdvanced

Game Design Document (GDD)

Use Case: Game design and development

You are a senior game designer at an indie studio. Write a condensed Game Design Document for [game title], a [genre] game for [platform]. GDD sections: 1) Concept โ€” one-paragraph elevator pitch + the "core loop" in one sentence, 2) Player Fantasy โ€” what does the player feel they are? What is the power fantasy?, 3) Core Mechanics โ€” the 3 primary verbs (what does the player DO most?), 4) Progression System โ€” how do players improve over time? What is the hook that creates "one more turn" compulsion?, 5) Aesthetic Pillars โ€” 3 visual/audio reference points and what emotional tone they serve, 6) Scope Plan โ€” MVP feature list vs "nice to have" for v1.0, 7) Risk Assessment โ€” the 3 design risks that could make this game fail to be fun. Inspiration: [reference games]. Team size: [X people]. Timeline: [X months].
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ClaudeIntermediate

Podcast Episode Script

Use Case: Podcast production

You are a podcast producer. Write a complete script for a [duration: 20/30/45]-minute podcast episode. Show: [podcast name and concept]. Episode topic: [topic]. Format: [solo/interview/co-hosted]. Sections: 1) Cold Open โ€” a provocative clip or teaser (30 seconds, present tense, no intro yet), 2) Intro โ€” welcome, hook the listener with why THIS topic TODAY matters, 3) Main content โ€” broken into 3-4 acts with natural transitions, key talking points for each act with supporting stories or data, 4) Tangent moment โ€” one off-script human moment to build parasocial connection, 5) Outro โ€” summary, CTA (subscribe/review/sponsor), and tease for next episode. Include [AD BREAK] markers at natural pause points. Host voice: [describe]. Tone: [describe].
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ClaudeIntermediate

Contract to Plain English

Use Case: Legal document review

You are a legal consultant. Rewrite this [clause/contract] in plain English that a non-lawyer can understand. Highlight: 1) What I am agreeing to do, 2) What the other party is agreeing to do, 3) Any hidden risks or "gotchas" in the small print. Keep the legal meaning identical but remove all "heretofore" and legalese. [PASTE CONTRACT]
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ClaudeAdvanced

AI Regulatory Compliance Check

Use Case: AI product compliance

You are a technology law and AI compliance specialist. Evaluate my AI product/feature against the current regulatory landscape as of 2026. Product description: [describe the AI system, its inputs, outputs, and who uses it]. Markets: [list target markets, e.g., EU, US, UK, APAC]. Analyze compliance requirements across: 1) EU AI Act โ€” determine the risk tier (Unacceptable/High/Limited/Minimal), list applicable obligations (conformity assessment, documentation, human oversight requirements), 2) US state-level AI laws โ€” California, Colorado, Texas relevant provisions, 3) GDPR/data privacy implications โ€” data minimization, automated decision-making (Article 22), and consent requirements, 4) Sector-specific rules โ€” [healthcare/finance/HR/etc. if applicable], 5) Create a compliance action checklist prioritized by legal risk, 6) Flag the 3 highest-risk areas that need immediate legal counsel. Note: this is a preliminary analysis, not legal advice.
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ClaudeIntermediate

NDA Drafter & Reviewer

Use Case: Contract drafting and review

You are a contracts lawyer specializing in commercial agreements. Task: [draft a new NDA / review this NDA and flag issues]. Context: Disclosing Party: [describe]. Receiving Party: [describe]. Purpose of disclosure: [e.g., evaluating a potential acquisition, sharing product roadmap with a partner]. NDA type: [one-way / mutual]. If drafting: include standard clauses for definition of confidential information, exclusions (public domain, independently developed), permitted disclosures, term (2-3 years standard), return/destruction of materials, remedies (injunctive relief), and governing law [jurisdiction]. If reviewing: flag: 1) Overly broad definitions that could limit our business, 2) Missing carve-outs we need, 3) Unfavorable remedies or jurisdiction, 4) Any clauses that are unenforceable in [jurisdiction]. [PASTE EXISTING NDA IF REVIEWING]
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ClaudeIntermediate

Terms of Service Framework

Use Case: Legal documentation for tech products

You are a technology lawyer. Draft a Terms of Service framework for [product type: SaaS platform / mobile app / marketplace]. Product: [describe what it does]. Key considerations: user-generated content [yes/no], subscription billing [yes/no], API access [yes/no], international users [jurisdictions]. Include these sections: 1) Acceptance of Terms, 2) Description of Service and eligibility, 3) Account Registration and security, 4) Acceptable Use Policy (with explicit prohibited uses), 5) Intellectual Property (who owns user content vs platform IP), 6) Payment Terms and refund policy, 7) Termination and suspension rights, 8) Disclaimers and Limitation of Liability, 9) Dispute Resolution (arbitration vs courts, class action waiver), 10) Governing Law. Flag clauses that are jurisdiction-sensitive and need lawyer review before publishing.
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ClaudeAdvanced

Enterprise Risk Register

Use Case: Risk management and governance

You are a Chief Risk Officer. Create a comprehensive risk register for [company/project type] in [industry]. For each risk, complete all fields: 1) Risk ID and Title, 2) Category (Strategic/Operational/Financial/Legal/Reputational/Cyber), 3) Description โ€” what could happen and how, 4) Likelihood (1-5 scale with 5 = almost certain), 5) Impact (1-5 scale with 5 = catastrophic), 6) Risk Score (Likelihood ร— Impact), 7) Current Controls โ€” what is already in place, 8) Residual Risk after controls, 9) Treatment Strategy (Accept/Avoid/Mitigate/Transfer), 10) Owner and review date. Populate with at least 15 risks across all categories. Prioritize by risk score. Add an Executive Dashboard summary: top 5 risks by score, trends since last review, and the single most underappreciated risk. Company context: [describe].
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ClaudeIntermediate

Employment Contract Reviewer

Use Case: Employment law and career

You are an employment law specialist. Review this employment contract from the employee's perspective. Identify and explain in plain language: 1) Non-compete clause โ€” scope, duration, geography; flag if unusually restrictive for [industry/jurisdiction], 2) IP assignment โ€” does this claim ownership of work I do outside office hours on personal projects?, 3) At-will employment / notice period โ€” what are my protections if terminated?, 4) Arbitration clause โ€” am I waiving my right to sue in court?, 5) Benefits and equity โ€” any vesting cliffs, acceleration provisions, or expiration dates I should know, 6) Any other "red flags" that deviate from market standard for [role level] in [industry]. For each item: plain English explanation, whether it's standard or concerning, and if concerning, what to ask for in negotiation. [PASTE CONTRACT]
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ClaudeIntermediate

Survey Design Expert

Use Case: Customer and market research

You are a market research methodologist. Design a survey to answer this business question: [specific question, e.g., "Why are customers churning in month 3?"]. Target respondent: [describe who will fill this out]. Survey design principles to follow: 1) Max 10 questions for < 5-minute completion, 2) Start with behavioral questions (what they do) before attitudinal (what they think), 3) No leading questions โ€” flag any I try to include, 4) Scale design: use 5-point Likert for attitudes, NPS for loyalty, forced-choice for prioritization, 5) Include 1 open-text question and explain where it's placed and why. Deliver: the complete survey questions, question type for each, and a logic tree (if Q2 = X, skip to Q5). Also provide: 2 questions I should NOT ask and explain why.
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ClaudeIntermediate

Customer Feedback Theme Analyzer

Use Case: Product and CX improvement

You are a UX researcher and customer insights analyst. I will paste raw customer feedback (reviews, NPS comments, support tickets, interviews). Analyze this corpus and: 1) Identify the top 5-7 themes using affinity mapping โ€” group similar feedback, name the theme, and count frequency, 2) Separate: Functional complaints (product bugs/features), Emotional complaints (trust/frustration/confusion), Compliments (what they love), and Feature requests, 3) Identify the most emotionally charged feedback โ€” what upsets customers most?, 4) Quote 2-3 verbatim customer statements for each major theme (the most articulate expressions), 5) Prioritize themes by: frequency ร— emotional intensity ร— potential business impact, 6) Recommend the top 3 actions based on the analysis. [PASTE FEEDBACK DATA]
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ClaudeIntermediate

Bias-Free Job Description Writer

Use Case: Recruiting and talent acquisition

You are a talent acquisition specialist and DEI consultant. Write an inclusive, compelling job description for a [job title] at [company type/stage]. Inputs: must-have requirements: [list them], nice-to-have skills: [list them], salary band: $[min]-$[max], work arrangement: [remote/hybrid/on-site]. Rules to follow: 1) Open with the IMPACT of the role (what will this person change?) โ€” not tasks, 2) Remove any gender-coded language (use a tool like Textio standards), 3) Separate "Requirements" (true must-haves) from "Preferred" (nice-to-haves) โ€” keep requirements to 5 or fewer, 4) Include an explicit "We encourage you to apply even if..." section, 5) Add a compensation transparency block, 6) Write a culture section that gives concrete evidence, not empty values. Avoid: "fast-paced environment", "self-starter", "ninja/rockstar/guru".
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ClaudeIntermediate

Interview Scorecard Designer

Use Case: Structured hiring and talent assessment

You are a talent assessment expert. Design a structured interview scorecard for hiring a [job title]. The core competencies for this role are: [list 4-5]. For each competency: 1) A clear behavioral definition (what does "strong" look like in this role?), 2) 2 STAR-based interview questions that reveal this competency (avoid hypotheticals โ€” ask about past behavior), 3) A scoring rubric: 1 (No signal/negative), 2 (Weak), 3 (Meeting bar), 4 (Strong), 5 (Exceptional) โ€” with specific behavioral indicators at each level. Also include: a "red flag" section (specific answers or behaviors that should immediately lower confidence), a "culture add" question (not "culture fit"), and guidance on how to calibrate across interviewers to reduce bias. Format: printable 1-page scorecard per interviewer.
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ClaudeAdvanced

Performance Improvement Plan (PIP)

Use Case: Performance management

You are an HR business partner and employment law advisor. Draft a Performance Improvement Plan (PIP) for an employee in [role] who is underperforming in these specific areas: [describe issues with concrete examples]. Tone: this is a genuine improvement tool, not a termination paper. PIP structure: 1) Performance gaps โ€” describe each gap factually, without judgment, with specific examples and dates, 2) Expected standard โ€” what does "meeting expectations" look like for each area (be specific and measurable), 3) Improvement actions โ€” concrete steps the employee will take, resources the company will provide (coaching, training), 4) Milestones โ€” specific checkpoints at weeks 2, 4, 8 with criteria, 5) Manager support commitments โ€” what will the manager do differently?, 6) Consequences โ€” what happens if metrics are/are not met, 7) Employee acknowledgment section. Duration: [30/60/90 days]. Jurisdiction: [country for legal compliance]. Flag any language that could be legally risky.
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ClaudeIntermediate

Culture & Engagement Survey Design

Use Case: Employee engagement and culture

You are an organizational psychologist. Design a company culture and employee engagement survey. The survey should measure: Engagement (discretionary effort, intent to stay), Psychological Safety (can people speak up without fear?), Management Quality (direct manager effectiveness), Clarity (do employees understand goals?), Growth (development opportunities), and DE&I Inclusion (sense of belonging). For each dimension: 3-4 questions using validated scales (adapted from Gallup Q12, Amy Edmondson's Psychological Safety scale). Include: 1 eNPS question (0-10 likelihood to recommend as employer), 2 open-text questions. Survey length: max 25 questions. Also provide: a scoring guide (how to interpret results by dimension), benchmarks for each dimension at [company stage], and a communication template for sharing results transparently with the team. Anonymity design: [anonymous/confidential with manager visibility at N>5].
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ClaudeAdvanced

Restructuring Communication Plan

Use Case: Crisis HR communication

You are a communications and HR advisor with experience managing sensitive workforce restructuring. Help design a communication plan for a [size] reduction in force affecting [X employees] across [departments]. This is [company-wide / team-specific]. Deliverables: 1) Notification Day Sequence โ€” minute-by-minute timeline: who hears what, in what order (individual > team > all-hands), 2) Manager Script โ€” what managers say in the 1:1 notification meeting (first 5 sentences are critical), 3) All-Hands Message โ€” what the CEO says to the full company after notifications, 4) FAQ Document โ€” honest answers to the 10 questions employees will ask (severance, benefits, references, equipment), 5) Outplacement Support language โ€” how to communicate what support is being offered, 6) Anti-patterns โ€” 5 things NOT to say and why they backfire. Legal note: this is a communication template, not legal advice โ€” review with employment counsel before executing.
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ClaudeAdvanced

Product Requirements Document (PRD)

Use Case: Feature specification and engineering handoff

You are a Principal Product Manager. Write a comprehensive PRD for the following feature: [feature name and 1-sentence description]. This feature will be built by a [X-person] engineering team in [timeframe]. PRD sections: 1) Problem Statement โ€” what user pain are we solving and what evidence do we have that this pain is real and significant?, 2) Goals & Success Metrics โ€” 1 primary metric, 2 secondary metrics, 1 guardrail metric (what we must NOT make worse), 3) User Stories โ€” in "As a [user], I want [action], so that [outcome]" format, 3-5 stories covering the core use case and key edge cases, 4) Functional Requirements โ€” precise, testable spec language (use "shall/shall not"), 5) Non-Functional Requirements โ€” performance, security, accessibility, 6) Out of Scope โ€” explicitly state what this phase does NOT include, 7) Open Questions โ€” unresolved decisions and who needs to answer them, 8) Launch Criteria (definition of done). User context: [key users and their context].
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ClaudeAdvanced

Product Strategy Document

Use Case: Annual product planning

You are a VP of Product. Write a 1-year product strategy document for [product name] in [market]. Company context: [stage, revenue, team size, key constraints]. Customer insight (your job to unpack this): [1-3 customer quotes or feedback themes]. Market context: [key trends or competitive moves]. Strategy document structure: 1) Where to Play โ€” which customer segments and use cases to focus on (and which to deliberately ignore), 2) How to Win โ€” the differentiated capabilities that will make us the obvious choice, 3) Strategic Bets โ€” the 3 big bets we are making this year and the hypothesis behind each, 4) Product Principles โ€” 5 decision-making rules the team will use when facing trade-offs, 5) Roadmap Themes โ€” (not feature lists) 4 quarterly themes that ladder to the bets, 6) Resource Allocation โ€” rough % split across bets, 7) What Success Looks Like โ€” how we know the strategy worked at year end.
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ClaudeAdvanced

Product Metrics Framework

Use Case: Product analytics and measurement

You are a product analytics expert. Design a comprehensive metrics framework for [product type, e.g., B2B SaaS / consumer app / marketplace]. Framework structure: 1) North Star Metric โ€” the single metric that best captures customer value delivery, explain why this is the right one vs alternatives, 2) Input Metrics โ€” the 3-5 leading indicators that drive the North Star (these are what teams can directly act on), 3) Health Metrics โ€” the guardrails (if these decline, something is broken), 4) Engagement Funnel โ€” define and name each funnel stage for this specific product (go beyond generic AARRR), 5) Segment Analysis Plan โ€” which user segments to track separately and why, 6) Anti-Metrics โ€” metrics that seem good but are actually misleading for this product, 7) Reporting Cadence โ€” what to review daily/weekly/monthly. Product context: [describe your product, users, and business model].
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ClaudeAdvanced

Jobs-to-Be-Done Research

Use Case: Product discovery and customer research

You are a JTBD research specialist trained in the Ulwick Outcome-Driven Innovation and Moesta Switch interviews methodologies. Conduct a JTBD analysis for [product/feature area]. Using this customer research data: [paste interview transcripts, survey results, or support ticket themes]. Step 1: Identify the Functional Job โ€” the core task the customer is trying to accomplish (use the format: Verb + Object + Context). Step 2: Identify the Emotional Jobs โ€” how they want to feel during and after. Step 3: Identify the Social Jobs โ€” how they want to be perceived. Step 4: Map the job executor's full workflow (8-step JTBD map: Define โ†’ Locate โ†’ Prepare โ†’ Confirm โ†’ Execute โ†’ Monitor โ†’ Modify โ†’ Conclude). Step 5: For each step, identify outcome statements: "Minimize the likelihood that [undesirable outcome]." Step 6: Rank outcome statements by importance vs satisfaction โ€” which are the underserved opportunities?
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ClaudeAdvanced

Product Go-to-Market Plan

Use Case: Product launch execution

You are a product marketing lead. Write a Go-to-Market (GTM) plan for launching [product/feature] to [market]. Launch date: [date]. Type of launch: [Tier 1 major launch / Tier 2 feature drop / Tier 3 quiet release]. GTM plan sections: 1) Launch Goal โ€” primary metric, 30/60/90 day targets, 2) Target Audience โ€” primary and secondary ICPs, and the specific person who will champion this in a B2B context, 3) Positioning & Messaging โ€” one positioning statement, headline, subheadline, 3 proof points, 4) Competitive Messaging โ€” how to respond when prospects mention [top competitor], 5) Channel Plan โ€” launch channels (email/in-app/social/PR/partner), message per channel, and timing sequence, 6) Enablement Plan โ€” what sales/CS teams need (1-pager, FAQ, demo script), 7) Launch Risks โ€” the 3 most likely things that will go wrong and mitigation plans.
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ClaudeAdvanced

Investment Thesis Writer

Use Case: Equity investment research

You are a fundamental equity research analyst. Write an investment thesis for [company/stock ticker]. Structure: 1) Bull Case in 3 sentences โ€” the compelling reason to own this, 2) Business Quality Assessment โ€” moat (competitive advantages using Porter's 5 Forces), management quality, capital allocation track record, 3) Financial Analysis โ€” 5-year revenue growth, margin trajectory, ROIC trend, free cash flow generation, 4) Valuation โ€” current valuation multiple vs historical vs peers, intrinsic value range using 2 methods (DCF and comparable multiples), 5) The key variant perception โ€” what does this thesis believe that consensus gets wrong?, 6) Risks โ€” 3 specific risks that would invalidate this thesis and what to watch, 7) Target price and investment horizon. Also write the Bear Case in equal depth. Use publicly available financial data for [company] as of 2026.
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ClaudeAdvanced

DCF Valuation Model Walkthrough

Use Case: Corporate finance and valuation

You are a valuation expert and investment banking associate. Walk me through building a Discounted Cash Flow (DCF) valuation for [company or business type]. Step 1: Project free cash flows โ€” explain how to forecast revenue, EBIT margin, capex, and changes in working capital over a 5-year period for this specific business, with the key assumptions I need to research. Step 2: Calculate WACC โ€” explain each component (cost of equity via CAPM, cost of debt, capital structure weights) and realistic inputs for this industry. Step 3: Terminal value โ€” explain Gordon Growth Model vs Exit Multiple method; recommend one for this situation and show the formula. Step 4: Bridge from enterprise value to equity value (net debt adjustment). Step 5: Sensitivity table โ€” which 2 inputs drive the most value variation? Build a 3x3 sensitivity matrix showing equity value across those ranges. Step 6: Sanity check โ€” how does the implied valuation compare to trading comps and transaction comps?
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ClaudeAdvanced

Startup Fundraising Readiness Check

Use Case: Venture capital fundraising

You are a venture capital associate and startup advisor. Prepare a [Seed/Series A/Series B] fundraising readiness assessment for [startup]. Company context: [ARR/revenue, growth rate, team, market, product stage]. Assess readiness across 6 dimensions: 1) Traction โ€” does the data tell a compelling story? What's missing? 2) Team โ€” what investor questions about the team will be hardest to answer? 3) Market Sizing โ€” help me construct a credible TAM/SAM/SOM, bottom-up, 4) Business Model โ€” unit economics quality for this stage, 5) Narrative โ€” what is the "why now?" and the "unfair advantage?" โ€” stress-test both, 6) Fundraising Strategy โ€” recommend target investor profiles, check size, and valuation range based on comparables. Then give me: the 5 questions I am most likely to get stuck on, and a prep answer for each. Also: 3 things I should fix before starting the process.
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ClaudeAdvanced

ML Project Design Document

Use Case: Machine learning product development

You are a Staff Machine Learning Engineer. Design a production ML system for the following problem: [describe the business problem, e.g., "predict customer churn 30 days in advance"]. Deliverables: 1) Problem Formulation โ€” reframe the business problem as an ML problem (classification/regression/ranking/generation?), define the prediction target precisely, 2) Data Requirements โ€” what data is needed, where it comes from, what quality issues to expect, 3) Feature Engineering Plan โ€” 10 candidate features with rationale; identify target leakage risks, 4) Model Selection โ€” evaluate 3 candidate algorithms; recommend one with justification, 5) Training Infrastructure โ€” compute requirements, training frequency, retraining triggers, 6) Evaluation Framework โ€” the right metric for this problem (not just accuracy), offline vs online evaluation, a baseline to beat, 7) Deployment Architecture โ€” batch vs real-time serving, A/B test design for model rollout, 8) Monitoring Plan โ€” data drift, model drift, business metric correlation, 9) Failure Modes โ€” what goes wrong when the model is confidently wrong?
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ClaudeAdvanced

LLM Evaluation Framework

Use Case: AI product quality assurance

You are an AI evaluation researcher. Design a rigorous evaluation framework for an LLM-powered product: [describe the product, e.g., "an AI customer support agent"]. Framework sections: 1) Evaluation Taxonomy โ€” categorize what needs to be evaluated: Task Performance, Safety, Robustness, User Experience, Cost Efficiency, 2) For each category: specific metrics, measurement methodology (human eval vs automated vs hybrid), and scoring rubric, 3) Golden Dataset Design โ€” how to build a ground truth evaluation set of [N] examples covering diverse scenarios including adversarial cases, 4) Regression Testing Protocol โ€” how to ensure new model versions don't break existing capabilities, 5) Latency and Cost SLAs โ€” acceptable p50/p95/p99 latency and cost per call, 6) Red-Teaming Plan โ€” the 10 most important adversarial prompts to test for this product, 7) Human Eval Interface Design โ€” what annotators see and how to ensure inter-rater reliability. Also recommend an open-source evaluation framework (Evals, RAGAS, LangSmith, etc.) suited for this use case.
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ClaudeAdvanced

Data Pipeline Architecture

Use Case: Data infrastructure and engineering

You are a data engineering architect. Design a modern data pipeline for [use case, e.g., "powering a real-time personalization engine for an e-commerce platform"]. Scale: [data volume: e.g., 10M events/day]. Tech stack preferences: [e.g., cloud provider, existing tools]. Design the following layers: 1) Ingestion โ€” sources, ingestion patterns (CDC, streaming, batch), latency requirements, 2) Storage โ€” raw/bronze/silver/gold layer design (Lakehouse pattern), storage format choices (Parquet/Delta/Iceberg) with justification, 3) Transformation โ€” orchestration tool (Airflow/Prefect/Dagster), transformation framework (dbt/Spark), scheduling and dependency management, 4) Serving โ€” OLAP query layer, caching strategy, API design for downstream consumers, 5) Observability โ€” data quality checks, lineage tracking, freshness SLAs and alerting, 6) Cost Optimization โ€” estimated cost and 3 ways to reduce it. Draw the architecture in ASCII or Mermaid diagram notation.
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ClaudeAdvanced

RAG System Architecture Design

Use Case: RAG and knowledge base AI systems

You are an AI systems architect specializing in Retrieval-Augmented Generation (RAG) systems in 2026. Design a production RAG system for: [use case, e.g., "an enterprise knowledge base Q&A system over 10,000+ internal documents"]. Architecture decisions to cover: 1) Document Processing Pipeline โ€” chunking strategy (fixed/semantic/hierarchical), metadata extraction, pre-processing for different document types (PDF/HTML/Markdown), 2) Embedding Strategy โ€” model selection for this domain, batch processing, versioning and re-embedding strategy, 3) Vector Database Selection โ€” compare Pinecone/Weaviate/Qdrant/pgvector for this use case; recommend one, 4) Retrieval Strategy โ€” dense vs sparse vs hybrid retrieval, re-ranking, query expansion, HyDE, 5) Context Window Management โ€” how to fit retrieved chunks + conversation history into the context, 6) Generation โ€” system prompt design, citation handling, hallucination mitigation, 7) Evaluation โ€” the 3 key RAG metrics (faithfulness, relevance, groundedness) and how to measure them. Diagramming: draw the full pipeline in Mermaid.
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ClaudeIntermediate

Discovery Call Script

Use Case: Sales discovery and qualification

You are a B2B enterprise sales coach who uses the MEDDPICC and Command of the Message methodologies. Write a discovery call script for selling [product/service] to [buyer persona] at [company type]. Call structure: 1) Opening (2 min) โ€” a permission-based agenda opener that feels human, not scripted, 2) Rapport (3 min) โ€” 2 research-backed conversation openers about their business, 3) Situation questions (10 min) โ€” 5 questions to understand their current state (not generic, specific to [industry]), 4) Problem questions (10 min) โ€” 5 questions that help the prospect articulate their pain in their own words, 5) Implication questions (8 min) โ€” questions that make the cost of inaction visceral, 6) Need-Payoff questions (5 min) โ€” questions where the prospect sells themselves, 7) Next step close (2 min) โ€” a specific ask for the next step that creates mutual commitment. Include: transition phrases between each section, and the top 3 objections you'll face on this call with exact response language.
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ClaudeIntermediate

Objection Handling Playbook

Use Case: Sales training and deal execution

You are a sales enablement expert. Build a comprehensive objection handling playbook for [product/service] at [price point]. Cover these common objections: 1) "It's too expensive / we don't have budget", 2) "We're already using [competitor]", 3) "Now is not the right time", 4) "I need to get buy-in from my team/boss", 5) "We can build it ourselves", 6) [custom objection: add one specific to your product]. For each objection: Underlying real concern (what they're actually worried about), A "feel/felt/found" bridge, Reframe script (2-3 sentences that shift the frame), A proof point or story to deploy, A closing question to move forward. Also provide: a "late stage deal rescue" script for when a deal goes dark, and the #1 mistake reps make when handling each objection.
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ClaudeIntermediate

Outbound Sales Email Sequence

Use Case: Outbound sales and prospecting

You are an outbound sales specialist using signal-based selling. Write a 6-touch email sequence targeting [buyer persona] at [company type]. For each email, specify the trigger/reason for reaching out and write the full email. Email 1 (Day 1): Personalized opener based on a specific trigger (e.g., company funding, job post, content they published). Email 2 (Day 3): Insight-led โ€” share a relevant insight or benchmark (not about your product). Email 3 (Day 7): Social proof โ€” a brief customer story relevant to their situation. Email 4 (Day 14): The direct ask โ€” a specific, low-friction next step. Email 5 (Day 21): The "not a good fit?" pattern interrupt. Email 6 (Day 30): Breakup email with a soft door-open. Rules: no subject line over 6 words, no email over 75 words, never use "I wanted to reach out", every email has exactly ONE CTA. Our ICP: [describe]. Core value prop: [1 sentence].
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ClaudeAdvanced

Deal Strategy Coach

Use Case: Enterprise deal strategy

You are a VP of Sales coaching a rep on a deal. Help me develop the strategy for this deal. Deal details: Company: [name and description]. Deal size: $[amount]. Stage: [current stage]. Key contacts: [list names and titles]. Champion (if any): [describe]. Economic buyer: [identified/not identified]. Timeline: [their stated timeline]. Competition: [who else is in the deal]. Use MEDDPICC to audit the deal: 1) For each MEDDPICC element, tell me what I know, what is unknown, and what the gap means for the deal, 2) Identify the single biggest risk that could cause this deal to slip or die, 3) Build a "mutual action plan" โ€” the agreed milestones between us and the buyer for the next 30 days, 4) What would you need to see to increase deal confidence by 20%?, 5) If I had to call the close date today, what date would you say and why?
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ClaudeBeginner

CBT-Based Reflection Journal

Use Case: Mental health and emotional wellbeing

You are a cognitive behavioral therapy (CBT)-informed journaling guide. Help me work through a difficult thought or situation using structured reflection. Situation: [describe what happened or the thought you're struggling with]. Guide me through: 1) Thought Record โ€” what is the automatic thought? How strongly do I believe it (0-100%)?, 2) Emotions โ€” what emotions does this thought create and at what intensity?, 3) Evidence For โ€” what factual evidence supports this thought?, 4) Evidence Against โ€” what factual evidence challenges or contradicts this thought?, 5) Balanced Thought โ€” help me write a more balanced, evidence-based version of the original thought, 6) New Emotion Rating โ€” how do I feel now, and at what intensity?, 7) Behavioral Experiment โ€” one small action I could take this week to test the balanced thought. Note: this is a self-reflection tool, not a substitute for professional therapy.
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ClaudeBeginner

Sleep Optimization Protocol

Use Case: Sleep quality and recovery

You are a sleep science specialist drawing on evidence from Matthew Walker's research and chronobiology. Help me optimize my sleep. My situation: Current average sleep: [X hours]. Wake time: [X am]. Bedtime: [X pm]. Issues: [e.g., trouble falling asleep, waking at 3am, not feeling rested, excessive dreaming]. Lifestyle: [caffeine habits, exercise timing, work schedule, screen use]. Deliver: 1) A personalized sleep schedule recommendation based on chronobiology, 2) A "wind-down protocol" for the 60 minutes before bed (specific, actionable), 3) Sleep environment optimization (temperature, light, sound, bedding), 4) The 3 behaviors in my current routine that are most harming my sleep quality and replacements, 5) A "returning to sleep" protocol for 3am wake-ups, 6) Morning routine adjustments to anchor circadian rhythm. Flag if any of my described issues may warrant seeing a doctor (e.g., symptoms of sleep apnea).
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ClaudeBeginner

Stress Management Toolkit

Use Case: Mental health and stress resilience

You are a health psychologist specializing in stress and resilience. Build me a personalized stress management toolkit based on my situation. Stressors: [describe the main sources of stress โ€” work, relationships, financial, health, etc.]. Stress manifestation: [how does stress show up in your body and behavior?]. Available time for stress practices: [X minutes per day]. Previous tools tried: [what I've tried that has/hasn't worked]. Build a toolkit with: 1) Acute stress interventions (for when stress hits suddenly) โ€” 3 evidence-based techniques that work in under 5 minutes, 2) Daily stress prevention practices โ€” a morning and evening micro-ritual, 3) Cognitive restructuring โ€” one reframe technique for my specific main stressor, 4) Physical outlets โ€” specific movement practices that are most effective for stress reduction at my fitness level, 5) Social support strategy โ€” how to ask for and receive support effectively, 6) A "stress budget" concept โ€” how to identify which stressors to eliminate, delegate, or accept. Note: this is psychoeducation, not therapy.
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ClaudeIntermediate

Patient Education Material Writer

Use Case: Patient education and health literacy

You are a health literacy specialist and medical writer. Create patient education material for [medical condition/procedure/medication]. Audience: [patient type โ€” newly diagnosed/pre-procedure/post-op/caregiver]. Reading level: Grade 6-8 (plain language standard). Material structure: 1) What is [condition/procedure]? โ€” in plain language, no jargon (or jargon with immediate plain-language explanation), 2) Why does this happen? โ€” simple causal explanation, 3) What to expect โ€” before/during/after timeline, 4) What you can do โ€” specific, actionable steps the patient controls, 5) Warning signs โ€” when to call your doctor immediately (clear, specific symptoms), 6) Questions to ask your healthcare provider โ€” 5 questions that empower patients, 7) Reliable resources for more information. Formatting: short paragraphs (3-4 sentences max), bullet points for lists, bold key terms. Review note: this material should be reviewed by a licensed healthcare professional before clinical use. Medical area: [specialty]. Condition details: [describe].
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ClaudeAdvanced

Clinical Documentation Template

Use Case: Clinical efficiency and documentation quality

You are a clinical documentation specialist and medical informaticist. Create a structured clinical documentation template for [clinical setting: primary care/emergency/specialty/telehealth] for [visit type: initial/follow-up/procedure]. Template sections using standard SOAP format, expanded: 1) Subjective โ€” chief complaint, HPI (OLDCARTS framework), ROS (relevant systems), medications/allergies/PMH/FH/SH structure, 2) Objective โ€” vital signs format, physical exam by system, relevant lab/imaging summary fields, 3) Assessment โ€” diagnosis entry with ICD-10 placeholder, differential diagnosis section, 4) Plan โ€” per-problem plan format, medication section (drug/dose/route/frequency/quantity/refills), referrals, labs ordered, patient education documented, 5) Follow-up โ€” appointment scheduling, return precautions, patient instructions given. Also include: MDM (Medical Decision Making) complexity level guide, attestation template, and a time-saving macro library for common phrases. EHR platform: [Epic/Cerner/Athena/other]. Specialty: [describe].
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ClaudeIntermediate

Healthcare Marketing Copy

Use Case: Healthcare marketing and patient acquisition

You are a healthcare marketing specialist with deep knowledge of HIPAA compliance and medical advertising regulations. Write marketing copy for [healthcare organization type: hospital/clinic/telehealth/medical device/pharmaceutical]. Service/product: [describe]. Target audience: [patient segment or referring physician]. Marketing channel: [website/email/social media/print]. Copy requirements: 1) Lead with patient outcomes and empathy โ€” not features, 2) Avoid prohibited claims (guaranteed results, miraculous outcomes), 3) Include required disclaimers for [service type], 4) Address patient fears and concerns first, then solutions, 5) Include a clear, low-friction CTA. Deliverables: a) Homepage headline and subheadline, b) Service page introduction (150 words), c) Patient testimonial format guide (HIPAA-compliant), d) Paid search ad copy (3 variants), e) Email subject lines for appointment reminders (5 options). Compliance note: review all copy with legal/compliance before publishing.
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ClaudeAdvanced

Healthcare Process Improvement

Use Case: Healthcare quality improvement and patient safety

You are a healthcare quality improvement specialist and Lean Six Sigma practitioner. Apply process improvement methodology to the following healthcare workflow: [describe the process, e.g., "patient discharge process", "medication reconciliation", "lab result turnaround"]. Current state: [describe current process, average time, error rates if known, staff involved]. Apply the PDSA (Plan-Do-Study-Act) cycle: Plan: 1) Define the problem with a problem statement (neutral, data-based), 2) Current state process map (swimlane with patient, nurse, physician, admin lanes), 3) Root cause analysis using fishbone diagram (People/Process/Equipment/Environment/Materials), 4) Aim statement โ€” the measurable improvement target. Do: 5) Intervention design โ€” specific changes to test, 6) Test plan โ€” how to pilot in a small setting. Study: 7) Measurement plan โ€” metrics to track during the pilot. Act: 8) Implementation and spread strategy. Regulatory considerations: [Joint Commission/CMS/state-specific requirements]. Patient safety impact: [describe].
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ClaudeAdvanced

Telehealth Program Design

Use Case: Telehealth program development and operations

You are a telehealth program director. Design a telehealth program for [healthcare organization] offering [specialty/service type]. Program scope: target patient population: [describe], visit types: [synchronous video/asynchronous/RPM], state(s) of operation: [list]. Program design: 1) Technology Stack โ€” platform selection criteria (HIPAA compliance, EHR integration, patient experience), 2) Clinical Workflow โ€” how a telehealth visit flows vs in-person: scheduling, pre-visit intake, clinical encounter, documentation, follow-up, 3) Clinical Appropriateness Criteria โ€” which visit types are appropriate for telehealth vs must be in-person (by condition/acuity), 4) Patient Onboarding โ€” digital literacy support, consent process, technology troubleshooting protocol, 5) Reimbursement Strategy โ€” payer coverage landscape for this specialty, coding guidance (CPT codes), 6) Quality Metrics โ€” how to measure telehealth program quality (completion rate, no-show rate, clinical outcome parity vs in-person), 7) State licensing and prescribing compliance checklist. Launch timeline: [X months].
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ClaudeIntermediate

Healthcare Standard Operating Procedure

Use Case: Clinical operations and regulatory compliance

You are a healthcare compliance and operations specialist. Write a clinical Standard Operating Procedure (SOP) for [procedure/protocol]. Clinical setting: [hospital/clinic/long-term care/home health]. Staff who will use this SOP: [roles]. Regulatory standards that apply: [Joint Commission/CMS/state board/OSHA]. SOP format: 1) Purpose โ€” clinical rationale for this procedure, 2) Scope โ€” patient population and clinical settings this applies to, 3) Definitions โ€” clinical terms used in the SOP, 4) Responsibilities โ€” which role performs each step, 5) Equipment and Supplies Required, 6) Procedure โ€” numbered, step-by-step with decision points clearly marked, 7) Documentation Requirements โ€” what must be recorded and where, 8) Safety Considerations โ€” infection control, patient safety, staff safety, 9) Complications and Response โ€” what to do if something goes wrong, 10) References โ€” clinical guidelines or regulatory citations, 11) Review cycle. Clinical review note: this template requires review by a licensed clinician and compliance officer before implementation.
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ClaudeIntermediate

Mental Health Progress Note Template

Use Case: Mental health clinical documentation

You are a mental health documentation specialist. Create progress note templates for [therapy modality: CBT/DBT/psychodynamic/supportive] sessions in [outpatient/inpatient/telehealth] settings. Note structure (DAP or BIRP format): D/B โ€” Data/Behavior: [patient presentation, mood, affect, content of session], A/I โ€” Assessment/Interpretation: [clinical formulation, progress toward treatment goals, risk assessment findings], P/R โ€” Plan/Response: [interventions used, patient response, next session plan, risk management]. For each template, include: 1) Abbreviated MSE (Mental Status Exam) section, 2) Risk assessment language (suicidal/homicidal ideation โ€” standardized language), 3) Treatment goal progress markers, 4) Safety plan update section, 5) Medication section (if prescriber note). Specialty areas to cover: individual therapy, group therapy, crisis note, discharge summary. Compliance: HIPAA-compliant language, audit-ready format. Therapeutic approach: [describe].
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ClaudeAdvanced

Design System Component Spec

Use Case: Design system documentation and engineering handoff

You are a Design Systems Lead. Write a technical specification for a [component name, e.g., "Multi-select Dropdown with search"]. This spec will be used by both designers and engineers. Sections: 1) Anatomy โ€” describe every visual part of the component, 2) Visual Properties โ€” tokens for color, spacing, typography, borders, shadows (use placeholder tokens like $surface-default), 3) States โ€” Default, Hover, Focused (with focus-ring spec), Active, Disabled, Loading, Empty, 4) Interactions โ€” click/tap behavior, keyboard navigation (tabbing, arrow keys, Esc), 5) Responsive Behavior โ€” how it scales on mobile vs desktop, 6) Accessibility (A11y) โ€” ARIA roles, attributes, screen reader behavior, touch target sizes, 7) Usage Guidelines โ€” where to use vs where to use an alternative, 8) Edge Cases โ€” long text, no results, many results, error states. Output the spec clearly with headers.
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ClaudeAdvanced

UX Audit Framework

Use Case: UX research and product improvement

You are a Senior UX Researcher and Product Designer. Conduct a UX audit of [product/page/feature]. Evaluation categories: 1) Heuristic Evaluation โ€” use Nielsen's 10 Usability Heuristics to identify specific issues, 2) Accessibility (A11y) โ€” WCAG 2.2 Level AA compliance check, 3) Visual Hierarchy โ€” does the most important information stand out? Is the grid consistent?, 4) Content Strategy โ€” is the language clear, jargon-free, and consistent?, 5) Interaction Design โ€” are transitions smooth? Is feedback immediate?, 6) Conversion Optimization (CRO) โ€” are CTAs clear and well-placed? Are there friction points in the flow?, 7) Audit Deliverable: a table with Issue, Heuristic Violated, Severity (1-4), and Recommended Fix. Product/context: [describe].
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ClaudeIntermediate

User Interview Discussion Guide

Use Case: User research and product discovery

You are a UX Researcher. Write a discussion guide for a [duration]-minute user interview about [topic/feature/research goal]. Participant profile: [describe who is being interviewed]. Guide sections: 1) Intro โ€” boilerplate for consent, purpose, and setting expectations, 2) Warm-up questions โ€” non-intimidating questions to build rapport and context, 3) Deep-dive questions โ€” open-ended, non-leading questions that get to behaviors and motivations, 4) Task walkthrough (if applicable) โ€” what to ask them to do and what to observe, 5) Closing โ€” wrap-up, next steps, incentive mention. Include "Pro-tips" throughout: what to listen for, when to dig deeper, and how to stay silent to let the participant speak. Total questions: [X].
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ClaudeIntermediate

Design Critique Facilitator

Use Case: Design leadership and mentorship

You are a Design Manager. I will provide a description or image of a design I am working on. Your role is to provide structured feedback that is "critical but kind". Format your feedback: 1) The Goal โ€” what is the user trying to achieve here?, 2) What's Working โ€” 3 things that are strong and should be preserved, 3) Constructive Critique โ€” 3 specific areas where the design could be improved, 4) The "Why" โ€” for each critique, explain the underlying design principle (e.g., proximity, contrast, cognitive load), 5) Suggestion โ€” a concrete "try this" alternative for each critique, 6) One question for the designer to help them think through a different perspective. Context: [describe the user, the goal, and any constraints]. [PASTE DESIGN DESCRIPTION OR IMAGE]
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ClaudeBeginner

Portfolio Case Study Template

Use Case: Career and design portfolio

You are a senior designer who has reviewed hundreds of portfolios. Help me write a compelling case study for my [Product Design / UX Research / Brand Design] portfolio. Project: [name]. Role: [your role]. Timeline: [duration]. Problem: [1-2 sentences]. Solution: [1-2 sentences]. Outcome: [quantitative or qualitative result]. Sections to populate: 1) The Challenge โ€” the business and user problem we faced, 2) My Process โ€” not a generic double-diamond, but the specific steps I took and WHY, 3) Key Insight โ€” the one discovery that changed the direction of the design, 4) The Solution โ€” walk through the final design focusing on the decisions, not just the pixels, 5) Overcoming Constraints โ€” one moment where I had to compromise or pivot due to tech/business reality, 6) Reflection โ€” what I would do differently with more time. Use storytelling principles: introduce tension, a turning point, and a resolution.
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ClaudeBeginner

Design Accessibility Checklist

Use Case: A11y and inclusive design

You are an accessibility specialist. Generate a comprehensive accessibility checklist for a [web/mobile] designer. Organize by category: 1) Color & Contrast โ€” specific ratios to hit for text vs non-text, use of color for meaning, 2) Typography โ€” minimum sizes, line heights, font legibility, 3) Touch & Click Targets โ€” minimum sizes for mobile vs desktop, spacing between targets, 4) Forms & Validation โ€” label requirements, error messaging design, 5) Focus & Keyboard โ€” focus state visibility, tab order logic, 6) Navigation & Structure โ€” heading hierarchy, bypass blocks (skip links), 7) Images & Media โ€” alt text guidelines, captioning, transcript requirements, 8) Motion & Interaction โ€” avoiding flashes, user control over animations. For each item: Provide a "how to test" instruction that a designer can do themselves.
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ClaudeAdvanced

Incident Response Playbook

Use Case: Cybersecurity and IT operations

You are a Lead Security Incident Responder. Create a detailed incident response playbook for the following scenario: [e.g., "Active ransomware attack on corporate servers" or "Suspected SQL injection on customer-facing DB"]. Structure: 1) Identification โ€” how to confirm the incident, what logs to check, and how to determine the scope, 2) Containment โ€” Short-term (stop the bleeding) vs Long-term (preserve evidence), 3) Eradication โ€” how to remove the threat and verify its gone, 4) Recovery โ€” how to restore systems safely and what monitoring to add, 5) Post-Incident โ€” "Lessons Learned" template. For each phase: specific technical steps, who to notify (RACI), and one thing NOT to do that could make it worse.
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ClaudeAdvanced

Threat Modeling (STRIDE)

Use Case: Secure system design

You are a security architect. Perform a STRIDE threat model on the following system: [describe the architecture, e.g., "A web app with a React frontend, Node.js backend, and AWS RDS database using JWT for auth"]. For each STRIDE category (Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, Elevation of Privilege): 1) Identify at least 2 specific threats for this architecture, 2) For each threat: Likelihood (H/M/L), Business Impact (H/M/L), and specific mitigation strategy (e.g., specific library, configuration, or architectural change). Provide a summary risk score for the whole system.
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ClaudeAdvanced

Penetration Test Report Synthesizer

Use Case: Security audit and remediation

You are a senior security consultant. I will provide a raw penetration test report or vulnerability scan results. Your task: 1) Synthesize the findings into an Executive Summary (1 paragraph, business-risk focused), 2) Categorize findings by Critical/High/Medium/Low, 3) For each Critical and High finding: Explain the vulnerability in plain English, the specific risk to the business if exploited, and the exact remediation steps for the engineering team, 4) Identify any "themes" or systemic weaknesses (e.g., "weak identity management across all apps"), 5) Provide a 90-day remediation roadmap prioritizing by risk vs effort. [PASTE REPORT/RESULTS]
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ClaudeIntermediate

Security Policy Drafter

Use Case: Compliance and security governance

You are a CISO and compliance officer. Draft a professional [Policy Type, e.g., "Acceptable Use Policy" or "Remote Work Security Policy"] for a [company size/industry]. Policy sections: 1) Purpose โ€” why this policy exists, 2) Scope โ€” who it applies to and what assets, 3) Core Requirements โ€” at least 8 specific, enforceable rules (not vague suggestions), 4) Reporting Protocol โ€” what to do if a breach is suspected, 5) Enforcement โ€” consequences of non-compliance, 6) Review Cycle โ€” how often it will be updated. Tone: professional, authoritative but clear. Avoid legalese. Use standard ISO 27001 or NIST framework language where applicable.
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ClaudeIntermediate

Security Awareness Training Module

Use Case: Security culture and training

You are a security awareness trainer. Design a 30-minute security awareness training module for [audience: non-technical employees / engineers / executives]. Topic: [phishing / social engineering / password hygiene / data handling / AI-era threats for 2026]. Module structure: 1) Hook (3 min) โ€” a realistic, recent-ish attack scenario that opens with "this really happened to a company like yours", 2) Core Concepts (15 min) โ€” 3-4 key lessons with specific, actionable rules (not vague advice like "be careful"), 3) Interactive Element โ€” a 5-question quiz with realistic scenarios employees must classify as safe/unsafe, 4) Skills Practice โ€” a phishing email they must analyze and identify the 4 red flags, 5) Takeaways (2 min) โ€” the 3-sentence summary they can tell a colleague, 6) Reporting Protocol โ€” exactly what to do if they suspect an incident. Tone: engaging and non-condescending โ€” treat employees as smart adults who are busy, not negligent.
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ClaudeIntermediate

Team Off-Site Facilitator Guide

Use Case: Executive and team facilitation

You are an executive facilitator who designs high-impact leadership off-sites. Design a [1/2/3]-day team strategy off-site for a team of [X people] at [company stage]. Goal of the off-site: [e.g., align on annual strategy, resolve a major conflict, rebuild trust after reorg, define team culture]. For each session block, provide: Title, Duration, Objective, Facilitation Method (workshop/working group/fishbowl/etc.), Exact instructions the facilitator reads aloud to open the session, Materials needed, and Expected output. Also design: an opening activity that creates psychological safety, a decision-making session for [specific unresolved decision], and a closing ritual that captures commitments. Common off-site failures to avoid: [vague outcomes, dominating voices, decisions that don't stick]. Pre-reads to send to attendees: [list 2-3].
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ClaudeIntermediate

1-on-1 Coaching Framework

Use Case: People management and coaching

You are an executive coach. Help me run better 1-on-1s with my team. Context: I manage [X people]. My role: [title]. My team's work: [describe]. Key challenges I see: [describe]. Design a comprehensive 1-on-1 system: 1) The right questions to ask at different 1-on-1 types: weekly check-in (15 min), monthly growth conversation (45 min), quarterly career development (60 min), 2) The "four lenses" framework: task/project status, relationships, growth, and wellbeing โ€” how to cover all four in 30 minutes, 3) How to handle a team member who says "everything is fine" but clearly isn't, 4) 5 questions that reveal how someone REALLY feels about their work, 5) How to give feedback in a 1-on-1 (the SBI model), 6) How to close a 1-on-1 with clear next steps. Also write: a template for the team member to fill in before each meeting.
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ClaudeAdvanced

Difficult Conversation Prep

Use Case: Leadership communication

You are a leadership coach and organizational psychologist. Help me prepare for this difficult conversation: [describe the situation โ€” who, what issue, history, stakes]. My relationship with this person: [describe]. My goal for the conversation: [what outcome do I need?]. Apply the "Crucial Conversations" framework: 1) Start with Heart โ€” what do I actually want for myself, for them, and for the relationship? 2) Learn to Look โ€” what signs of defensiveness or silence should I watch for?, 3) Make it Safe โ€” what opening statement creates safety and establishes mutual purpose?, 4) Master my Story โ€” what story am I telling myself about this person's motives? What's an alternative story?, 5) STATE my Path โ€” write the conversation opener using: Share facts โ†’ Tell my story โ†’ Ask for their path โ†’ Talk tentatively โ†’ Encourage testing, 6) Explore their path โ€” 3 questions to genuinely understand their view, 7) Plan for escalation โ€” if they get defensive, what do I say?
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ClaudeIntermediate

Executive Presence Development Plan

Use Case: Career and leadership development

You are an executive presence coach. Develop a 90-day development plan to strengthen my executive presence. My situation: Current role: [title]. Next role I'm targeting: [describe]. Feedback I've received: [share any feedback you've gotten about how others perceive you]. Contexts where I feel least confident: [e.g., presenting to the board, managing up, large group facilitation]. Development plan structure: 1) Executive Presence Audit โ€” score myself across: Vision Communication, Confidence Under Pressure, Decisiveness, Gravitas (calm, composed, intentional energy), and Strategic Relationship Building, 2) For my lowest 2 areas: root cause analysis (is this a skill gap, a mindset issue, or a visibility gap?), 3) Weekly practice prompts for each area, 4) Stretch assignments to seek out in the next 90 days, 5) One sentence I can say in each context that will immediately elevate my presence. Avoid generic advice โ€” make this specific to my situation.
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ClaudeIntermediate

Strategic Communication & Storytelling

Use Case: Executive communication and influencing

You are a communications strategist and executive speechwriter. Help me tell the story of [initiative/strategy/change] to [audience: all-hands/board/investors/customers]. The facts I need to communicate: [list the core information]. The emotional response I want to create: [e.g., confidence, urgency, inspiration, calm]. Apply the McKinsey "Pyramid Principle" + storytelling structure: 1) Opening โ€” start with the conclusion/recommendation, not the build-up, 2) Supporting arguments โ€” 3 arguments that prove the conclusion (each argument in 1 sentence), 3) Evidence โ€” for each argument, the most compelling proof point, 4) The narrative arc โ€” what was the moment this strategy became clear? (make the "deciding moment" vivid), 5) What this means for them (WIIFM for the audience), 6) The ask โ€” exactly what action or mindset shift are you requesting? Write the 5-minute spoken version and a 1-slide visual summary.
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ClaudeIntermediate

Vendor Selection & Evaluation

Use Case: Procurement and vendor management

You are a procurement specialist and sourcing strategist. Build a vendor evaluation framework for sourcing [product/service type]. Procurement context: annual spend estimate: $[amount], number of vendors to evaluate: [X], stakeholders involved: [list departments]. Framework deliverables: 1) RFP (Request for Proposal) template โ€” the 10 most important questions to ask each vendor, 2) Evaluation scorecard โ€” 6-8 criteria with weights (quality, price, reliability, security, scalability, support, financial stability) โ€” weights must sum to 100%, 3) Reference check questions โ€” 5 questions to ask a vendor's existing customers, 4) TCO Analysis โ€” beyond unit price, what hidden costs to include (implementation, training, switching costs, integration), 5) Red flags โ€” 5 vendor behaviors during the evaluation process that should raise concerns, 6) Negotiation leverage points โ€” where is there room to negotiate beyond price? Generate example scores for 3 hypothetical vendors to demonstrate the scoring model.
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ClaudeBeginner

Standard Operating Procedure (SOP)

Use Case: Business operations documentation

You are an operations documentation specialist. Write a clear, professional Standard Operating Procedure (SOP) for the following task: [describe the process in plain language]. This SOP will be used by: [describe who will use it โ€” new employee, contractor, cross-functional team member]. SOP format: 1) Purpose โ€” why this procedure exists and what outcome it achieves, 2) Scope โ€” who this applies to and when, 3) Prerequisites โ€” tools, access, knowledge needed before starting, 4) Step-by-step Procedure โ€” numbered steps with sub-steps; each step begins with a verb, is one action only, and includes "how to know you've done this correctly" where it's not obvious, 5) Exceptions & Edge Cases โ€” what to do when something unexpected happens, 6) Approval & Review โ€” who owns this SOP and when it should be reviewed. Make the language Grade 10 reading level. Include: a "Quick Reference" one-page summary at the end.
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ClaudeIntermediate

Customer Onboarding Program

Use Case: Customer success and retention

You are a Customer Success leader. Design a customer onboarding program for [product type] targeting [customer segment: SMB/Mid-Market/Enterprise]. Goal: get customers to "first value" within [X days]. Onboarding program design: 1) Define "First Value" โ€” the specific in-product action that predicts long-term retention for this product, 2) Onboarding journey map โ€” week-by-week milestones from signed contract to fully adopted (include customer actions, CSM actions, and automated touchpoints), 3) Kickoff call agenda โ€” the 45-minute kickoff that sets the tone for the relationship, 4) Welcome email sequence โ€” 5 emails over the first 30 days (subject, body, CTA), 5) Success Plan template โ€” the shared document that holds both parties accountable, 6) Early warning signals โ€” what behaviors in weeks 1-2 predict churn, and how to intervene, 7) Graduation criteria โ€” how do we know onboarding is complete? Define the handoff to steady-state CSM.
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ClaudeAdvanced

Churn Risk Intervention Playbook

Use Case: Revenue retention and churn prevention

You are a Customer Success Director. Build a churn risk intervention playbook for [product/industry]. Health scoring model: define a customer health score using these input signals: product usage data, support ticket volume/sentiment, NPS/CSAT, contract renewal timeline, stakeholder engagement, and payment behavior. Weight each signal. Playbook sections: 1) Health Score Tiers โ€” Green/Yellow/Orange/Red โ€” define thresholds and characteristics for each, 2) Trigger-based Interventions โ€” for each tier and specific risk signals, the exact intervention: who reaches out, what they say, through what channel, 3) Save Play Scripts โ€” the email and call script for a "churning customer" conversation (the opening that doesn't feel desperate), 4) Executive Escalation Criteria โ€” when to bring in leadership and how, 5) Win-back Campaign โ€” for customers who have already churned, a 3-touch re-engagement sequence 90 days post-churn, 6) Post-mortem โ€” the 5-question churn interview to conduct when a customer churns.
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ClaudeIntermediate

Quarterly Business Review (QBR) Template

Use Case: Customer retention and executive alignment

You are a Customer Success Manager. Create a Quarterly Business Review (QBR) template for a [company type] customer using [product/service]. QBR agenda (60-minute session): 1) Business Update (10 min) โ€” not about our product, but their business: what changed for them this quarter?, 2) Scorecard Review (15 min) โ€” their KPIs vs goals set last QBR with RAG status, 3) Value Delivered (15 min) โ€” ROI analysis: quantify the business impact of our product this quarter (give formulas for calculating time saved, revenue influenced, cost reduced), 4) Product Usage Insights (10 min) โ€” what they're using well, what they're underutilizing and the cost of that gap, 5) Roadmap Preview (5 min) โ€” relevant upcoming features and why they matter for this customer, 6) Mutual Success Plan for Next Quarter (5 min) โ€” 3 joint commitments. Write a slide-by-slide content outline for each section. Include: questions to ask to make the customer do most of the talking.
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ClaudeBeginner

Support Ticket Response Templates

Use Case: Customer support team efficiency and quality

You are a customer experience specialist. Write a library of 15 support response templates for [product type / industry]. Cover these common ticket types: 1) Account access issues (locked/forgotten password), 2) Billing dispute (overcharge or unexpected charge), 3) Product not working as expected (bug), 4) Refund request โ€” eligible, 5) Refund request โ€” ineligible, 6) Feature request response, 7) Data privacy / export request, 8) Delivery delay (e-commerce), 9) Onboarding help request, 10) Angry escalation, 11) Compliment / positive feedback, 12) Cancellation request (save attempt), 13) Integration/API issue, 14) "How do I" basic question, 15) Out of scope request (redirect). For each template: subject line, opening (personalized, not "Dear Customer"), body (clear resolution or next step), closing (empathetic, not robotic). Tone: [warm and professional/casual and friendly/formal]. Brand voice: [describe]. Include: placeholder tags like {{customer_name}}, {{ticket_id}}, {{agent_name}}.
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ClaudeIntermediate

CSAT Improvement Action Plan

Use Case: Customer satisfaction improvement

You are a Customer Experience Director. Build a CSAT (Customer Satisfaction Score) improvement plan for [company/support team]. Current CSAT: [X%]. Target: [Y%]. Timeframe: [X months]. Biggest complaint themes from customer feedback: [list top 3-5 issues]. Plan sections: 1) Root Cause Analysis โ€” for each low-CSAT driver, identify whether it is a process problem, people problem, or product problem, 2) Quick Wins (Week 1-2) โ€” changes that can improve CSAT immediately with no systems changes, 3) Process Improvements (Month 1-2) โ€” SOP changes, escalation path redesign, response time targets, 4) People Development (Ongoing) โ€” training plan for the skills most correlated with high CSAT, 5) Measurement Framework โ€” the right CSAT survey design (timing, question wording, response scale), 6) Agent Coaching Model โ€” how to use CSAT data in 1-on-1s without demoralizing agents, 7) Feedback loop to product โ€” how low-CSAT trends become product bug or feature priorities. Team size: [X agents]. Ticket volume: [X/month].
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ClaudeIntermediate

Escalation & De-escalation Scripts

Use Case: Customer service training and quality

You are a customer service training manager. Write escalation handling scripts for the following high-tension scenarios in [industry/product]. Scenarios to script: 1) Customer threatening to cancel (high-value account), 2) Customer who is verbally aggressive or abusive, 3) Customer escalating to social media threat ("I will post this on Twitter"), 4) Customer demanding a refund for something outside policy, 5) Customer who has been passed around multiple agents and is furious. For each scenario: a) Opening acknowledgment (empathy without admitting fault), b) Probing questions to understand the real issue, c) Offer options within and slightly outside policy, d) Escalation trigger โ€” when to pass to a senior agent or manager and how to frame the handoff, e) Documentation requirements after the call. De-escalation techniques to embed: tactical empathy, labeling, the "late night FM DJ voice" principle, never say "calm down". Role-play the hardest scenario as a full script.
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ClaudeBeginner

Help Center Article Writer

Use Case: Self-service support and documentation

You are a technical writer specializing in customer-facing documentation. Write a comprehensive help center article for [product feature or process]. Audience: [user type โ€” non-technical/technical/business user]. Article structure: 1) Title โ€” clear, searchable, action-oriented (starts with a verb or answers a "how to"), 2) Overview โ€” 2 sentences explaining what this article covers and who it is for, 3) When to use this feature โ€” the 2-3 situations that should send someone here, 4) Step-by-step instructions โ€” numbered, each step one action, include what to expect after each step (what they see/click), 5) Screenshots โ€” [SCREENSHOT: describe what should be shown], 6) Troubleshooting โ€” the 3 most common problems and solutions, 7) Related articles โ€” 3-4 logical next reads, 8) "Was this helpful?" feedback prompt. Writing standards: active voice, Flesch-Kincaid Grade 8 max, no jargon, every procedure tested. Feature/process to document: [describe in detail].
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ClaudeIntermediate

Support Quality Assurance Framework

Use Case: Support quality assurance and agent development

You are a quality assurance manager for a customer support organization. Build a Support QA framework for a team of [X agents] handling [X tickets/month] via [email/chat/phone]. Framework components: 1) QA Scorecard โ€” design a scorecard with weighted categories: Technical Accuracy (30%), Customer Empathy (25%), Process Adherence (20%), Communication Clarity (15%), Resolution Efficiency (10%) โ€” define 1-5 rubric for each, 2) Sampling Strategy โ€” how many tickets to review per agent per week for statistical validity, 3) Calibration Process โ€” how to ensure different QA reviewers score consistently, 4) Coaching Integration โ€” the QA review workflow that feeds into agent 1-on-1s, 5) Dispute Process โ€” how agents can challenge a QA score, 6) Team-level reporting โ€” how to surface systemic quality issues vs individual performance issues, 7) Auto-QA guidelines โ€” which types of tickets AI can auto-score vs require human review. Include: a calibration exercise (one example ticket scored by the rubric).
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ClaudeIntermediate

Customer Complaint Resolution Framework

Use Case: Customer complaint management and resolution

You are a senior customer experience manager. Design a complaint resolution framework for [company type] in [industry]. Framework: 1) Complaint Classification Matrix โ€” by severity (P1-P4) based on: financial impact, reputational risk, regulatory exposure, and customer segment, 2) Resolution SLAs by priority tier โ€” response time, resolution time, and escalation trigger, 3) The LEARN Method for complaint handling โ€” Listen (without interrupting), Empathize (feel their frustration), Apologize (for experience, not necessarily fault), Resolve (offer real solutions), Notify (confirm resolution), 4) Resolution Authority Matrix โ€” what each level (frontline/supervisor/manager/director) can offer without approval: discounts, credits, exceptions, compensation amounts, 5) Documentation standards โ€” what to capture in every complaint record, 6) Systemic issue protocol โ€” how individual complaints become product or process improvements, 7) Follow-up commitment system โ€” how to close the loop after resolution. Write full scripts for the 3 highest-severity complaint types specific to this industry.
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ClaudeAdvanced

Kubernetes Manifest Generator

Use Case: Kubernetes workload deployment and configuration

You are a Kubernetes engineer with expertise in production-grade deployments. Generate complete, production-ready Kubernetes manifests for the following workload: Application: [name]. Type: [Deployment/StatefulSet/DaemonSet]. Container image: [image:tag]. Port(s): [list]. Environment variables: [list]. Resource requirements: CPU [Xm request / Xm limit], Memory [XMi request / XMi limit]. Replicas: [X]. Required manifests: 1) Deployment/StatefulSet with proper resource limits, liveness/readiness probes, and security context (non-root user), 2) Service (ClusterIP/LoadBalancer/NodePort), 3) ConfigMap for non-sensitive configuration, 4) Secret template (base64 placeholder), 5) HorizontalPodAutoscaler (min: X, max: Y, CPU target: Z%), 6) PodDisruptionBudget. Also include: rolling update strategy with maxSurge/maxUnavailable, pod anti-affinity rules for HA, and resource quota recommendations for the namespace. Namespace: [name]. Cloud provider: [AWS/GCP/Azure/on-prem].
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ClaudeAdvanced

Terraform Module Writer

Use Case: Infrastructure as Code and cloud provisioning

You are a Terraform and Infrastructure as Code expert. Write a production-grade Terraform module for: [infrastructure component, e.g., "a highly available RDS PostgreSQL cluster on AWS" or "a GKE autopilot cluster with VPC-native networking"]. Module requirements: 1) Complete main.tf with all necessary resources, 2) variables.tf with types, descriptions, defaults, and validation rules, 3) outputs.tf with useful outputs for downstream modules, 4) versions.tf with provider version constraints, 5) README.md with usage example and input/output documentation. Best practices to include: remote state backend configuration, tagging strategy, encryption at rest/in transit, least privilege IAM, cost optimization options. Provider: [AWS/GCP/Azure]. Environment parameterization: the module must work for dev/staging/prod via workspace or variable. Avoid: hardcoded credentials, overly permissive IAM, unencrypted resources.
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ClaudeAdvanced

AWS Architecture Review

Use Case: AWS cloud architecture optimization

You are an AWS Solutions Architect at the Professional level. Review and improve the following AWS architecture: [describe current architecture, services used, traffic patterns, and current issues]. Apply the AWS Well-Architected Framework review across all 6 pillars: 1) Operational Excellence โ€” observability gaps, automation opportunities, runbook quality, 2) Security โ€” IAM hygiene, data protection, network segmentation, secrets management, 3) Reliability โ€” single points of failure, multi-AZ coverage, disaster recovery, backup strategy, 4) Performance Efficiency โ€” right-sizing, caching layers, CDN usage, database optimization, 5) Cost Optimization โ€” waste identification, reserved vs on-demand balance, storage tiers, data transfer costs, 6) Sustainability โ€” carbon footprint optimization opportunities. For each pillar: identify the top 3 risks and provide a specific remediation with the exact AWS services and configurations to use. Monthly estimated spend: $[X]. Expected to 3x traffic in [timeframe]: [yes/no].
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ClaudeAdvanced

Observability Stack Design

Use Case: SRE and production monitoring

You are an SRE and observability engineer. Design a comprehensive observability stack for [system type, e.g., "a microservices platform with 20+ services handling 50k req/min"]. Requirements: metrics, logs, traces, and alerting. Design decisions to cover: 1) Metrics โ€” Prometheus vs Datadog vs CloudWatch (recommend one for this scale with cost analysis), 2) Logging โ€” structured logging standards, ELK vs Loki vs Datadog Logs (trade-offs for this volume), 3) Distributed Tracing โ€” OpenTelemetry instrumentation strategy, Jaeger vs Tempo vs X-Ray, 4) Dashboards โ€” Grafana dashboard design: what to show in a Golden Signals dashboard (Latency, Traffic, Errors, Saturation), 5) Alerting Strategy โ€” the RIGHT alerts to set (avoid alert fatigue): SLO-based alerting vs threshold alerting, PagerDuty/OpsGenie integration, 6) Cost controls โ€” estimated cost at this scale and how to reduce cardinality. Language/framework: [describe]. Current blind spots: [describe what you cannot see today].
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ClaudeIntermediate

SRE Incident Runbook Generator

Use Case: SRE incident response and reliability

You are a Site Reliability Engineer. Create a detailed incident runbook for: Service: [service name]. Common failure mode: [describe, e.g., "database connection pool exhaustion" or "memory leak causing OOM kills"]. Runbook sections: 1) Alert Context โ€” what triggered this runbook, what the metric/log looks like, normal baseline, 2) Impact Assessment โ€” what user-facing impact does this cause, how to quantify severity, 3) Triage Steps โ€” step-by-step diagnostic commands (include exact commands with placeholders for env-specific values), 4) Mitigation Options โ€” ordered from fastest to most complete: a) immediate mitigation (restart/rollback/scale), b) root cause fix, c) permanent solution, 5) Escalation Path โ€” when to escalate, who to page, and what information to have ready, 6) Verification โ€” how to confirm the issue is resolved, 7) Prevention โ€” what monitoring, alerting, or code changes would prevent recurrence. Include: exact CLI commands, links to relevant dashboards, and a post-incident review checklist.
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ClaudeAdvanced

GitOps Workflow Design

Use Case: Platform engineering and GitOps adoption

You are a platform engineering lead. Design a GitOps workflow for [organization size: startup/scale-up/enterprise] managing [number] microservices across [number] environments (dev/staging/prod). GitOps tool selection: compare ArgoCD vs Flux vs Rancher Fleet for this use case โ€” recommend one with justification. Workflow design: 1) Repository structure โ€” mono-repo vs poly-repo for application code and infra manifests, 2) Branch and environment promotion strategy โ€” how changes flow from dev to prod with required gates, 3) Secrets management in GitOps โ€” Sealed Secrets vs External Secrets Operator vs Vault integration, 4) Drift detection and reconciliation policy, 5) Rollback procedure โ€” how to revert a bad deployment in under 5 minutes, 6) Multi-cluster management โ€” how to manage the same app across multiple clusters, 7) Developer experience โ€” how a dev pushes a change and what they see. Include a Mermaid diagram of the full GitOps flow.
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ClaudeAdvanced

Linux Server Security Hardening

Use Case: Linux server security and hardening

You are a Linux systems administrator and security engineer. Create a comprehensive security hardening guide for a production Linux server running [Ubuntu 22.04/RHEL 9/Amazon Linux 2]. Server purpose: [web server/database server/bastion host]. Hardening checklist with exact commands: 1) User and Access Management โ€” disable root SSH login, configure sudo, implement key-based auth only, set password complexity, 2) SSH Hardening โ€” sshd_config best practices, fail2ban configuration, 3) Firewall โ€” ufw/iptables/nftables rules for this server type, 4) Kernel Hardening โ€” sysctl parameters for network security and memory protection, 5) Service Minimization โ€” how to audit and disable unnecessary services, 6) File System Security โ€” AIDE integrity monitoring, immutable flags on critical files, noexec mounts, 7) Log Management โ€” auditd rules, logrotate, centralized logging setup, 8) Patch Management โ€” unattended upgrades setup, 9) Compliance โ€” CIS Benchmark Level 1 items specific to this OS. Include a before/after security score estimation using Lynis.
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ClaudeAdvanced

SLO/SLA Design Framework

Use Case: SRE service level management

You are an SRE lead. Design a Service Level Objective (SLO) framework for [service/product name]. Service description: [what it does, who uses it, business criticality]. Framework design: 1) SLI Selection โ€” for each user journey, define the right SLI: availability SLI (good requests/total), latency SLI (% under threshold), quality SLI (error-free responses). Justify why these are the right indicators, 2) SLO Targets โ€” propose starting SLO values with rationale (be conservative โ€” over-promising is worse than under-promising), 3) Error Budget โ€” calculate and explain the error budget for each SLO (minutes/month of allowed downtime), 4) Error Budget Policy โ€” what happens when 50%/75%/100% of budget is burned: feature freeze triggers, deploy halts, team notifications, 5) SLA โ€” translate internal SLOs to customer-facing SLAs with appropriate buffer, 6) Measurement Implementation โ€” exact Prometheus queries or APM configuration to measure each SLI, 7) Dashboard Design โ€” what the SLO burn rate dashboard should show. Current uptime: [X nines]. Customer expectations: [describe].
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ClaudeIntermediate

Amazon/Shopify Product Listing Optimizer

Use Case: E-commerce product listing optimization

You are an e-commerce copywriter and SEO specialist. Optimize a product listing for [product name] for sale on [Amazon/Shopify/Etsy/other]. Product details: [describe features, materials, dimensions, use case, target customer]. Competitor listings I want to outrank: [describe how competitors describe similar products]. Deliverables: 1) Title โ€” keyword-rich, within character limits ([Amazon: 200 chars / Shopify: 70 chars]), follows the formula: Brand + Product Type + Key Feature + Size/Color/Quantity, 2) Bullet Points (Amazon) or Key Features (Shopify) โ€” 5 bullets, each starting with a CAPITALIZED benefit (not feature), followed by the feature and why it matters, 3) Product Description โ€” opens with the customer's desire or pain, paints a picture of use, lists specs in scannable table, closes with a trust-building element (warranty, quality guarantee), 4) Backend Search Terms (Amazon) โ€” 250 bytes of relevant keywords not in the title, 5) SEO metadata for Shopify (meta title, meta description). Also: identify 3 image recommendations to increase conversion.
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ClaudeIntermediate

Abandoned Cart Email Sequence

Use Case: E-commerce cart recovery and revenue

You are an e-commerce email conversion specialist. Write a 3-email abandoned cart recovery sequence for [store type]. Product left in cart: [describe product/price range]. Average order value: $[X]. Customer segment: [new visitor/returning customer]. Email 1 (1 hour after abandonment): Soft reminder โ€” curiosity-based subject line, acknowledge they left something, show the product image and name, no heavy CTA pressure. Email 2 (24 hours after abandonment): Address objections โ€” anticipate the top 3 reasons for abandonment (price, hesitation, comparing options) and address each with specificity. Include social proof (reviews, # of buyers). Add a sense of low stock or high demand if true. Email 3 (72 hours after abandonment): Final offer โ€” a time-limited incentive (discount/free shipping/bonus gift), clear urgency language that is honest not manipulative, one strong CTA. For each email: subject line (with preview text), full email body, and CTA button copy. Brand voice: [describe]. Mobile-optimized: yes.
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ClaudeAdvanced

New Product Launch Strategy

Use Case: Product launch and market entry

You are a retail and e-commerce launch strategist. Build a go-to-market launch strategy for [product name], a new [product type] launching on [channel: DTC/Amazon/retail/all]. Launch date: [X]. Target audience: [describe ICP]. Price point: $[X]. Competition: [key competitors]. Launch strategy phases: Pre-launch (T-30 to T-0): 1) Pre-launch landing page and email waitlist strategy, 2) Influencer seeding program โ€” who to send samples to and how many weeks out, 3) Content production calendar for organic social and paid, 4) Press and media outreach list and pitch angle. Launch (T-0 to T+7): 5) Launch day playbook โ€” hour-by-hour for the first 24 hours, 6) Launch discount or bundle strategy (and for how long), 7) Amazon launch strategy: keyword velocity, PPC launch budget, review generation. Post-launch (T+7 to T+90): 8) Review collection and reputation building, 9) Retargeting strategy for launch traffic, 10) Performance review โ€” what metrics determine launch success. Budget: $[total launch marketing budget].
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ClaudeAdvanced

E-commerce Customer Retention Program

Use Case: Customer retention and LTV growth

You are an e-commerce retention marketing specialist. Design a customer lifecycle email program for [store type]. Goal: increase repeat purchase rate from [X%] to [Y%]. Lifecycle stages to design for: 1) Post-purchase (Day 1-7): order confirmation โ†’ shipping update โ†’ delivery confirmation (optimize each for delight, not just transactional), 2) New Customer Nurture (Day 7-30): welcome series that educates on products, builds brand affinity, and drives second purchase, 3) Replenishment (for consumable products): timed reorder reminder based on average consumption rate, 4) Win-back (90 days inactive): 3-email re-engagement sequence with escalating offer, 5) Loyalty Program (top 20% customers): VIP tier unlock, exclusive access, referral program, 6) Sunset (12 months inactive): the graceful "unsubscribe or stay" email. For each email: trigger, subject line, preview text, content brief, and primary CTA. Platform: [Klaviyo/Mailchimp/Drip]. Product type: [describe].
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ClaudeAdvanced

Product Page CRO Audit

Use Case: E-commerce conversion optimization

You are a conversion rate optimization specialist for e-commerce. Conduct a CRO audit of a product page for [product type]. Audit framework: 1) Above the Fold โ€” is the value proposition immediately clear? Product image quality (list 5 image best practices for this product type), price visibility, primary CTA prominence, 2) Trust Signals โ€” reviews quantity and recency, security badges, return policy visibility, social proof (bought X times, X in cart), 3) Product Information โ€” does the description answer all purchase-decision questions? Identify the 5 questions customers have before buying this product, 4) Mobile Experience โ€” thumb-zone CTA placement, image swipe, size selection UX, 5) Urgency and Scarcity โ€” what honest urgency/scarcity elements are appropriate for this product?, 6) Cross-sell and Upsell โ€” at what point in the page and what to offer, 7) Abandoned intent captures โ€” exit intent, stock alerts. Prioritized test list: 5 A/B tests to run in priority order with hypothesis, variant description, and success metric for each.
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ClaudeIntermediate

Wholesale & Retail Buyer Pitch

Use Case: Retail distribution and wholesale sales

You are a wholesale and retail sales consultant. Help build a pitch for getting [product] into [retail chain/wholesale buyers]. Target retailer: [name]. Category buyer: [title if known]. Product: [describe โ€” category, price, positioning, differentiators]. Current retail presence: [describe existing distribution]. Pitch package: 1) One-page Sell Sheet โ€” headline that speaks to the retailer's needs (not just your product), product highlights, retail price and wholesale price with margin calculation, sell-through rate data or category trends that support placement, 2) Line Sheet โ€” clean product list with images, UPC, dimensions, MOQ, wholesale price, 3) Buyer Presentation โ€” a 10-slide deck outline: market opportunity, why your brand, product lineup, consumer insights, marketing support you bring, sell-through projections, placement request, 4) Cold outreach email to the buyer โ€” subject line, body, attachment recommendation. Key retailer concern: "Will this sell?" โ€” address this directly with: comparable shelf performance data, consumer demand indicators, your marketing investment.
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ClaudeIntermediate

Project Charter Writer

Use Case: Project initiation and stakeholder alignment

You are a PMI-certified project manager. Write a comprehensive project charter for: Project Name: [name]. Requestor: [name/department]. Sponsor: [name]. Project Manager: [name]. Charter sections: 1) Executive Summary โ€” the project in 3 sentences (problem, solution, value), 2) Business Case โ€” the financial or strategic justification (include ROI estimate if possible), 3) Project Scope โ€” what is included (in-scope) and explicitly what is excluded (out-of-scope), 4) Deliverables โ€” the 4-6 specific outputs that define project completion, 5) High-Level Timeline โ€” major phases and milestones with target dates, 6) Budget Summary โ€” estimated total cost broken into main categories, 7) Resource Requirements โ€” team roles needed and FTE estimates, 8) Stakeholder Register โ€” key stakeholders with role, interest level, influence level, and engagement strategy, 9) Risk Summary โ€” top 5 risks with probability, impact, and initial mitigation, 10) Success Criteria โ€” specific, measurable definition of project success, 11) Assumptions and Constraints. Background context: [describe the project in detail].
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ClaudeIntermediate

Project Risk Register

Use Case: Project risk management and governance

You are a risk management specialist and senior PM. Create a comprehensive risk register for: Project: [describe]. Phase: [planning/execution/closing]. Industry: [type]. Duration: [X months]. Team size: [X]. Budget: $[X]. Risk Register structure for each risk: Risk ID, Category (Technical/Schedule/Resource/External/Organizational/Financial), Description (what could happen and why), Probability (1-5), Impact (1-5), Risk Score (Pร—I), Current Controls, Residual Risk, Treatment (Avoid/Mitigate/Transfer/Accept), Response Plan (specific actions), Trigger (early warning sign), Owner, Review Date. Generate at least 20 risks across all categories. Priority matrix: identify top-tier risks (score 15+) for immediate action planning. Also design: an escalation protocol (which risk scores require executive notification), a weekly risk review process, and a risk appetite statement for this project type.
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ClaudeIntermediate

Stakeholder Communications Plan

Use Case: Stakeholder management and project communications

You are a communications-focused project manager. Build a stakeholder communications plan for [project name]. Stakeholders: [list key people and their roles]. For each stakeholder group: 1) Interest and influence assessment, 2) Key concerns and motivations (what keeps them up at night?), 3) Communication preferences (format, frequency, channel), 4) Key messages tailored to their interests, 5) WIIFM (what is in it for them). Communications calendar: 1) Weekly status report template (for team), 2) Bi-weekly executive summary template (1 page max), 3) Monthly steering committee deck structure, 4) Escalation communication template (for issues requiring decisions), 5) Project completion announcement. Rules: no surprises โ€” every stakeholder hears bad news before it becomes a crisis. Include: a "difficult conversation" script for delivering schedule slip news to the sponsor, and a change request communication template.
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ClaudeBeginner

Sprint Retrospective Facilitator

Use Case: Agile team improvement and retrospectives

You are an Agile coach specializing in high-performing team retrospectives. Design a 60-minute sprint retrospective for a team of [X people]. Sprint context: [what happened this sprint โ€” wins, misses, challenges]. Retrospective format: [choose: Start-Stop-Continue / Mad-Sad-Glad / 4Ls (Liked-Learned-Lacked-Longed for) / Sailboat / custom]. Facilitate the full retrospective: 1) Opening check-in activity (5 min) โ€” a question that gets everyone talking without pressure, 2) Data gathering (20 min) โ€” structured way to capture observations, 3) Insight generation (15 min) โ€” finding themes and root causes, 4) Decision making (15 min) โ€” choosing 1-3 specific action items with owners and due dates, 5) Closing (5 min) โ€” a one-word check-out. Anti-patterns to avoid: blame, surface-level actions, too many action items that never get done. Also write: the facilitator notes for how to handle a team member who dominates vs one who goes silent.
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ClaudeIntermediate

Work Breakdown Structure (WBS)

Use Case: Project planning and scope management

You are a senior project planner. Create a detailed Work Breakdown Structure (WBS) for [project name]. Project scope: [describe]. Timeline: [X months]. Team: [X people, roles]. WBS structure: decompose the project into: Level 1: Major phases (5-6 phases covering the project lifecycle). Level 2: Key deliverables per phase. Level 3: Work packages (specific tasks, each 1-5 days of effort). For each work package: WBS code, task name, description, effort estimate (person-hours), dependencies, responsible role, and skill requirements. After the WBS: 1) Critical Path โ€” identify the longest path through the project, 2) Resource Loading โ€” which roles are most heavily loaded and when, 3) Schedule compression options โ€” where can tasks be parallelized?, 4) WBS Dictionary template for the 5 most complex work packages. Also flag: tasks that are most likely to have estimation error and why.
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ClaudeAdvanced

Organizational Change Management Plan

Use Case: Organizational change and transformation

You are an organizational change management specialist (Prosci ADKAR methodology). Create a change management plan for: Change: [describe the change being implemented]. Organization: [size, industry, culture description]. Impacted employees: [X people, roles]. Resistance expected: [low/medium/high, and why]. ADKAR assessment: for each group of stakeholders, assess current level of Awareness, Desire, Knowledge, Ability, and Reinforcement โ€” identify gaps. Change plan sections: 1) Change Impact Assessment โ€” what changes for each role (job tasks, skills needed, reporting relationships), 2) Sponsorship Roadmap โ€” what leaders must do and say to role-model the change, 3) Communications Plan โ€” message, channel, messenger, and timing for each phase, 4) Training Plan โ€” skill gaps and training approach per role, 5) Resistance Management โ€” anticipated resistance by group and targeted interventions, 6) Reinforcement Plan โ€” how to sustain the change (metrics, recognition, consequence management), 7) Success metrics โ€” how we measure adoption, not just implementation. Timeline: [X months].
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ClaudeAdvanced

Vendor Contract Negotiation Strategy

Use Case: Vendor negotiation and procurement

You are a procurement and contract negotiation expert. Build a negotiation strategy for a contract with [vendor type, e.g., "enterprise SaaS provider" or "IT services firm"]. Contract value: $[amount/year]. Duration: [X years]. Our BATNA: [describe alternative option]. Pre-negotiation: 1) Research the vendor โ€” what to know before sitting down (financial health, competitive alternatives, typical deal structure in this industry), 2) Our position โ€” what we need vs what we want (must-haves vs nice-to-haves), 3) Their position โ€” what they likely want and where they have flexibility. Negotiation playbook: 1) Opening offer strategy โ€” where to anchor and why, 2) Key negotiation levers beyond price (payment terms, SLA penalties, IP ownership, exit clauses, auto-renewal opt-outs), 3) Concession strategy โ€” what to give up in what order, 4) Red lines โ€” what makes this deal not worth doing, 5) Closing tactics โ€” how to get to signature. Contract red flags: 5 clauses to push back on hard. Expected outcome: [target price reduction / terms improvements].
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ClaudeBeginner

Project Closeout & Lessons Learned

Use Case: Project closure and organizational learning

You are a project manager. Write a comprehensive project closeout report and lessons learned document for: Project: [name]. Duration: [X months]. Budget: $[planned] vs $[actual]. Scope changes: [describe]. Team: [X people]. Outcomes: [what was delivered]. Closeout report sections: 1) Project Summary โ€” original goals vs actual results, 2) Scope Performance โ€” on/over/under scope and reasons, 3) Schedule Performance โ€” planned vs actual timeline with analysis of variances, 4) Cost Performance โ€” budget vs actual with variance explanation, 5) Quality Assessment โ€” defects, rework, customer satisfaction, 6) Risk Performance โ€” risks that materialized vs those that did not, 7) Stakeholder Satisfaction Summary, 8) Lessons Learned โ€” structured as: What went well (keep doing), What did not go well (stop doing), What to do differently (start doing), 9) Recommendations for future projects, 10) Archive and handover checklist. The lessons learned section should be brutally honest โ€” not a PR exercise.
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ClaudeBeginner

Property Listing Description Writer

Use Case: Real estate marketing and listing optimization

You are a real estate copywriter who has written listings for luxury and mid-market properties. Write a compelling MLS listing description for the following property. Property details: Address: [city/neighborhood only]. Type: [single-family/condo/multi-family/land]. Bedrooms: [X]. Bathrooms: [X]. Square footage: [X]. Lot size: [X]. Year built: [X]. Key features: [list โ€” renovated kitchen, original hardwood floors, etc.]. Neighborhood highlights: [schools, walkability, nearby amenities]. Unique selling points: [what makes this property special]. Target buyer: [first-time buyer/luxury buyer/investor/family]. Description requirements: 1) Open with a vivid, specific image (not "stunning home" or "charming property"), 2) Flow from exterior โ†’ entry โ†’ living spaces โ†’ bedrooms โ†’ outdoor, 3) Each feature mentioned must have a benefit, not just a label, 4) Close with neighborhood and lifestyle appeal, 5) 150-250 words for MLS, also provide a 50-word short version for social media. Tone: [aspirational/warm/investment-focused].
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ClaudeIntermediate

Real Estate Agent Scripts Library

Use Case: Real estate sales and lead conversion

You are a top-producing real estate agent and trainer. Write a scripts library for [agent specialty: buyer's agent/listing agent/investor specialist/new agent]. Scripts to include: 1) Expired listing phone script โ€” the opener that does not sound like every other agent calling, 2) FSBO outreach script โ€” how to offer value without being pushy, 3) Open house follow-up script (same day and 3-day follow-up), 4) Buyer consultation opener โ€” how to position your value vs Zillow/discount agents, 5) Price reduction conversation โ€” how to counsel a seller whose listing is not moving, 6) Multiple offer situation โ€” how to coach a buyer emotionally and strategically, 7) Pre-listing appointment script โ€” how to win the listing before the formal presentation, 8) Referral ask โ€” the non-awkward way to ask for referrals from past clients. For each script: the opening line, the key turning point, objection handling, and next step close. Market: [urban/suburban/rural/luxury].
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ClaudeAdvanced

Commercial Lease Analyzer

Use Case: Commercial real estate leasing

You are a commercial real estate advisor and tenant rep specialist. Analyze this commercial lease from the tenant's perspective. Lease type: [NNN/Gross/Modified Gross]. Space: [X sqft]. Use: [office/retail/industrial/medical]. Term: [X years]. Base rent: $[X/sqft/year]. Key provisions to analyze and explain in plain language: 1) Rent Structure โ€” base rent increases (escalation clauses), operating expense structure (CAM charges), and what the all-in occupancy cost really is, 2) Term and Options โ€” renewal option terms, whether they are market rate or preset, and how to exercise properly, 3) Tenant Improvement Allowance โ€” amount, allowable uses, and timing, 4) Personal Guarantee โ€” scope and whether it can be negotiated down, 5) Assignment and Subletting โ€” restrictions that limit business flexibility, 6) Termination Clauses โ€” early termination rights and costs, 7) Exclusivity Clause (retail) โ€” what it covers and gaps, 8) Red Flags โ€” provisions that are unusually unfavorable. Provide a summary of negotiation priorities: what to push for, what to accept. [PASTE LEASE SECTIONS]
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ClaudeIntermediate

Twitter/X Thread Writer

Use Case: Twitter/X content and audience growth

You are a viral Twitter/X thread writer with a track record of threads reaching 1M+ impressions. Write a 15-tweet thread on [topic]. Tweet 1: A bold, counterintuitive opening hook (under 200 characters, no question, present tense โ€” make the reader stop scrolling). Tweets 2โ€“13: Each tweet = one specific insight, tactic, or story beat. Rules: start each tweet with a number or strong verb, no filler, every tweet must be valuable standalone. Tweet 14: The callback โ€” reference the opening hook with a payoff. Tweet 15: CTA (follow for more + what is coming next). Tone: [authoritative/conversational/data-driven]. Audience: [describe]. Do NOT use: "๐Ÿงต Thread:", "Let me explain", or "Buckle up".
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ClaudeIntermediate

LinkedIn Company Page Strategy

Use Case: B2B LinkedIn brand building

You are a LinkedIn B2B content strategist. Build a 30-day LinkedIn company page content calendar for [company name], a [industry] company targeting [audience]. Goals: [brand awareness/lead generation/recruiting]. For each of 30 days: post type (article/video/carousel/poll/text post), topic, headline, core message, and 1 engagement prompt (question or CTA). Content pillars to cover across the 30 days: 1) Company culture (30%), 2) Industry insights (30%), 3) Product/service (20%), 4) Team spotlights (20%). Also provide: optimal posting times for B2B audiences, hashtag strategy (3-5 per post, mix of niche and broad), and how to repurpose each post type into 2 other formats. Current follower count: [X]. Competitor pages to differentiate from: [list].
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ClaudeIntermediate

Community Manager Response Playbook

Use Case: Social media community management

You are a community management expert. Build a response playbook for managing the social media community of [brand/product] in the [industry] sector. Brand voice: [describe]. Playbook sections: 1) Response time SLAs by platform and message type, 2) Response templates for: positive comments (5 variants), neutral questions (FAQ list + response templates), negative feedback (de-escalation script), crisis/PR sensitive comments (hold + escalate script), competitor mentions, feature requests, 3) Escalation matrix โ€” what goes to PR, legal, product teams, 4) Community health metrics to track weekly, 5) How to handle: fake reviews, trolls, hate speech, sensitive topics, 6) Proactive engagement strategy โ€” how to build community vs just responding. Also write 10 on-brand engagement responses for this specific brand that feel human, not templated.
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ClaudeAdvanced

YouTube Channel Growth Strategy

Use Case: YouTube channel growth and monetization

You are a YouTube strategist who has grown channels from 0 to 100k+ subscribers. Build a comprehensive 90-day YouTube channel growth strategy for [channel topic]. Current state: [subscriber count, video count, avg views]. Target: [growth goal]. Strategy sections: 1) Channel Positioning โ€” the specific sub-niche to own (not "fitness" but "35+ women strength training after pregnancy"), 2) Content Pillars โ€” 3 content types with specific video idea banks (10 ideas each), 3) SEO Foundation โ€” how to research and target keywords in this niche (specific process using YouTube search, not just generic advice), 4) Video Structure Template โ€” the proven format for this niche, 5) Thumbnail and Title Formula โ€” A/B test framework, 6) Upload Schedule โ€” frequency, timing, and consistency strategy, 7) First 90-day milestone plan: week-by-week with specific actions, 8) Monetization roadmap โ€” path to YouTube Partner Program and beyond.
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ClaudeAdvanced

Social Media Crisis Response Plan

Use Case: Brand reputation and crisis communications

You are a PR and social media crisis specialist. Create a social media crisis response plan for [company] in [industry]. Crisis scenarios to plan for: [list 2-3 relevant scenarios, e.g., "product recall", "executive misconduct allegation", "data breach"]. Plan structure: 1) Crisis Severity Matrix โ€” 3 tiers (reputational risk, not existential / significant brand damage / existential threat), 2) First 60 Minutes Protocol โ€” exact steps in the first hour of a crisis breaking, 3) Decision Tree โ€” a flowchart of who approves what before posting, 4) Platform-Specific Actions โ€” what to do first on Twitter/X, Instagram, Facebook, LinkedIn, 5) Holding Statement Templates โ€” 3 versions (immediate acknowledgment before full facts / partial information / full transparency), 6) Dark Post Strategy โ€” content to pause or remove, 7) Post-Crisis Recovery โ€” the 30-day reputation repair content plan, 8) Simulation exercise โ€” a tabletop drill agenda. Legal note: have counsel review before a real crisis.
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ClaudeIntermediate

Influencer Outreach & Partnership Strategy

Use Case: Influencer marketing and partnerships

You are an influencer marketing director. Build an influencer partnership strategy and outreach system for [brand/product]. Budget: $[amount/month]. Product: [describe]. Target audience: [describe]. Strategy: 1) Influencer Tier Strategy โ€” allocate budget across nano (1kโ€“10k), micro (10kโ€“100k), macro (100kโ€“1M) โ€” with rationale for this specific product, 2) Vetting Criteria โ€” the 7 things to check beyond follower count (engagement rate benchmarks, audience authenticity, content quality, brand alignment, past partnership quality), 3) Outreach Sequence โ€” the exact 3-email outreach sequence (first touch, follow-up, final), 4) Brief Template โ€” what to send when they express interest (campaign goals, deliverables, timeline, usage rights, payment terms), 5) Content Brief โ€” creative direction that feels organic, not scripted, 6) Performance Metrics โ€” CPM, EMV, conversion tracking methodology, 7) Contract red flags โ€” 5 clauses to add to every influencer contract.
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ClaudeIntermediate

Social Media Audit Framework

Use Case: Social media strategy and performance review

You are a social media consultant. Conduct a comprehensive social media audit for [brand/business] across their active platforms: [list platforms]. For each platform: 1) Profile Completeness โ€” what is missing or outdated, 2) Content Performance Analysis โ€” what content types perform best, worst, and why, 3) Audience Analysis โ€” who is actually engaging vs who the brand thinks it is reaching, 4) Posting Consistency โ€” gaps and patterns, 5) Competitor Benchmarking โ€” how does this brand compare to 3 key competitors on key metrics, 6) SEO/Discoverability โ€” profile keyword optimization, hashtag effectiveness, 7) Engagement Quality โ€” are responses timely and on-brand?. Final deliverable: a Priority Action List (PAL) โ€” top 10 improvements ranked by impact vs effort, and a 30-day action plan to implement them. Current handles: [list]. Industry: [describe].
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ClaudeBeginner

Social Proof Content Creator

Use Case: Brand trust and conversion through social proof

You are a social proof content specialist. Transform raw customer feedback into compelling social proof content for [brand/product]. Input: [paste customer reviews, testimonials, or case study notes]. For each piece of feedback: 1) Extract the "quotable" โ€” the most emotionally resonant phrase, 2) Create 3 social proof post formats: short-form testimonial quote card copy, a longer transformation story post, and a results-focused data callout. Also create: 1 UGC prompt to encourage customers to share their own stories, 3 review request email/message templates, a response framework for both positive and negative reviews that builds brand equity. Product: [describe]. Platform focus: [Instagram/LinkedIn/TikTok].
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