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Browse all 5,900 AI prompts

Every prompt in the library, grouped by category. Each title opens its own page: what the prompt does, its opening lines, and the full text where it is open to you — the label beside a title says whether it is free to read, free with an account, or in a pack. Looking for skills? Browse the 1,040 skills. Page 42 of 59.

AI Engineering

  • LLM Cost Dashboard SpecIn a pack**Role:** Engineering manager who has built 3 LLM cost dashboards across companies. **Context:** A team has n…
  • LLM Ops RunbookIn a pack**Role:** SRE specialized in LLM-powered services. **Context:** Team is on-call for LLM features but has no r…
  • AI Safety Policy DocIn a pack**Role:** Trust & Safety lead at an AI company. **Context:** Company needs a public safety policy that covers…
  • Alignment Red-Team Prompt SetIn a pack**Role:** AI alignment researcher applied to product red-teaming. **Context:** Team wants to stress-test an L…
  • RAG Chunking StrategyIn a pack**Role:** RAG-specialist AI engineer who has tuned chunking for 5+ production systems. **Context:** A corpus …
  • Embedding Model SelectorIn a pack**Role:** AI engineer who has benchmarked 20+ embedding models on real corpora. **Context:** Team needs to pi…
  • Re-ranker Design DecisionIn a pack**Role:** RAG engineer who's added re-rankers to 3+ production systems and learned when they help vs add laten…
  • Query Expansion / Rewriting StrategyIn a pack**Role:** RAG-focused AI engineer. **Context:** User queries are often short / ambiguous. Retrieval suffers. …
  • Output Formatter ChainIn a pack**Role:** Senior AI engineer focused on structured outputs. **Context:** Product needs LLM outputs in a stric…
  • Structured Output Schema DesignerIn a pack**Role:** Senior backend engineer who has integrated 10+ LLM-generated outputs into downstream systems. **Con…
  • Function Calling SpecIn a pack**Role:** Senior AI engineer specialized in tool-use / function calling. **Context:** Team is exposing N func…
  • Tool-Use Cost AnalysisIn a pack**Role:** AI ops engineer focused on agent cost. **Context:** An agent uses [N] tools. Some tools have $ cost…
  • Agent Memory SchemaIn a pack**Role:** Applied AI engineer specialized in long-running agents. **Context:** Agent runs over hours/days, ac…
  • Session State DesignIn a pack**Role:** Backend engineer applied to conversational AI products. **Context:** Multi-turn product. Each user …
  • Feedback Loop ArchitectureIn a pack**Role:** Applied AI engineer who has built 4+ feedback systems that actually improved models. **Context:** T…
  • Human-in-the-Loop UXIn a pack**Role:** Product designer applied to AI workflows. **Context:** A workflow needs human approval at certain s…
  • Annotation Guideline WriterIn a pack**Role:** ML labeler-lead. Has written guidelines for 5+ labeling projects. **Context:** Team needs to label …
  • Grounding & Source CitationIn a pack**Role:** RAG engineer focused on output faithfulness. **Context:** RAG product produces outputs but doesn't …
  • Refusal Policy DocumentIn a pack**Role:** Trust & Safety eng applied to refusal behavior. **Context:** Product LLM both under-refuses (helps …
  • Jailbreak Resistance AuditIn a pack**Role:** AI security researcher. **Context:** Production LLM product. Need to test its resistance to known j…
  • Output Safety ClassifierIn a pack**Role:** Trust & Safety ML engineer. **Context:** Need to classify LLM outputs as safe / unsafe before retur…
  • Model Card WriterFree account**Role:** ML communications lead. You've written model cards for 4+ shipped models. **Context:** Team is rele…
  • AI Product Launch ChecklistIn a pack**Role:** AI product manager applied to launches. **Context:** Team is launching a new LLM-powered feature in…
  • AI Incident PostmortemIn a pack**Role:** Incident lead applied to AI-specific failures. **Context:** Production incident: [DESCRIBE]. Severi…
  • Capability Scoping DocIn a pack**Role:** AI engineer scoping a new capability for product/design. **Context:** Team is exploring a new featu…
  • Vendor LLM EvaluationIn a pack**Role:** AI vendor selection lead. **Context:** Team evaluating LLM providers (OpenAI / Anthropic / Google /…
  • AI Trust Page CopyIn a pack**Role:** Trust & Safety + Marketing lead joint role. **Context:** Public-facing trust page that explains AI …
  • AI Sales Objection HandlerIn a pack**Role:** AI product evangelist working alongside Sales. **Context:** Enterprise buyers raise specific object…
  • AI Internal Onboarding DocIn a pack**Role:** Engineering manager onboarding new hires onto an AI-powered codebase. **Context:** New engineer joi…
  • AI Feature SpecIn a pack**Role:** AI PM scoping a new feature. **Context:** Team is adding an AI-powered [FEATURE]. Need a spec engin…
  • AI Experiment ReadoutIn a pack**Role:** Data scientist reading out an LLM experiment to a non-technical audience. **Context:** Just ran exp…
  • AI UX Writing SpecIn a pack**Role:** Senior UX writer for AI products. **Context:** Product surface needs copy that sets expectations fo…
  • AI Budget ProjectionFree account**Role:** Finance partner to the AI engineering team. **Context:** Need to project next 12-month AI budget. C…
  • AI vs Traditional Software ROI MemoFree account**Role:** Strategy consultant to an exec evaluating AI adoption. **Context:** A capability could be built wit…
  • AI Feature Deprecation PlanIn a pack**Role:** Product manager managing the AI feature lifecycle. **Context:** An AI feature shipped 18 months ago…
  • AI Skill Tree RoadmapFree account**Role:** Head of AI Engineering planning the team's 12-month capability roadmap. **Context:** Team wants to …
  • AI Postmortem Pattern LibraryIn a pack**Role:** Engineering manager building organizational learning. **Context:** Team has run 8+ AI postmortems b…

B2B SaaS

  • Monthly Investor Update — Calm + ConcreteIn a pack**Role:** Repeat founder writing your 14th monthly investor update. You write the update you wanted to read as…
  • Positioning Rebuild (April Dunford Method)In a pack**Role:** Positioning consultant who has repositioned 30+ B2B SaaS companies using April Dunford's framework. …
  • Pricing Tier Design (3 Tiers)In a pack**Role:** SaaS pricing strategist who has set pricing for 40+ B2B products from $0 to $50K ACV. You think in w…
  • ICP Narrowing ExerciseIn a pack**Role:** Senior product marketer applied to startup positioning. You've helped 20+ Series A companies escape …
  • Activation Funnel AuditIn a pack**Role:** Senior product designer who has audited 30+ SaaS onboarding flows. You think in funnel drop-off rate…
  • M2 Retention DiagnosisFree account**Role:** Analytics lead who has debugged 15+ retention curves. You recognize curve shapes (cliff, erosion, sh…
  • Seed-to-Series-A Board DeckIn a pack**Role:** Repeat founder who has run 15+ board meetings. You build board decks that tell ONE story. **Context…
  • 5-Stage Interview Loop for [Role]In a pack**Role:** Head of Eng / People who has designed loops for 30+ senior IC roles. You know which stages predict s…
  • Founder Voice Long-form EssayIn a pack**Role:** Founder writing essays that 50k people read. You sound like a founder, not a brand. You have opinion…
  • Cap Table Dilution AnalysisIn a pack**Role:** Startup CFO consultant who has modeled 100+ cap tables for seed/A/B companies. **Context:** Current…
  • Pre-Mortem on [Decision]Free account**Role:** Strategy advisor who has facilitated 30+ pre-mortems. **Context:** Decision/project: [DESCRIBE]. Ti…
  • Product Incident PostmortemFree account**Role:** SRE / Eng Manager applied to blameless postmortems. **Context:** Incident: [title]. Sev: [N]. Durat…
  • Hiring Scorecard for [Role]Free account**Role:** Hiring manager applied to scorecard design. **Context:** Role: [title]. Must-haves: [LIST]. Deal-br…
  • Termination / Performance Conversation ScriptIn a pack**Role:** Engineering manager who has had 20+ hard performance conversations. **Context:** Employee: [name + …
  • Employee Equity PitchIn a pack**Role:** Founder communicating equity to new hires. **Context:** Candidate: [role + seniority]. Offer: [N sh…
  • Advisor PitchIn a pack**Role:** Founder cold-pitching an advisor. **Context:** Target advisor: [name + their expertise]. Why them s…
  • Co-founder Agreement DraftFree account**Role:** Repeat founder + outside counsel on a co-founder agreement. **Context:** Co-founders: [N people]. E…
  • Investor Cold Outreach EmailIn a pack**Role:** Founder reaching a specific investor cold. **Context:** Investor: [name + fund]. Why them: [the spe…
  • Investor Due Diligence ResponseIn a pack**Role:** Founder responding to investor DD. **Context:** Investor: [name]. They've sent a DD list (e.g., met…
  • 409A Valuation PrepFree account**Role:** Startup CFO prepping a 409A valuation appraisal. **Context:** Company stage: [seed/A/B]. Last raise…
  • NPS Deep-Dive AnalysisFree account**Role:** Customer success analyst applied to NPS. **Context:** Latest NPS: [score]. Sample size: [N]. Breakd…
  • SaaS Onboarding Email Sequence (5)In a pack**Role:** Lifecycle marketer for B2B SaaS. **Context:** Product: [DESCRIBE]. Activation moment: [first-value …
  • Expansion PlaybookIn a pack**Role:** Customer Success leader who has built expansion playbooks at 3+ companies. **Context:** Customer: […
  • Churn Survey DesignFree account**Role:** Retention researcher. **Context:** Churn type: [voluntary cancel / non-renewal / downgrade]. Sample…
  • Win-back Email SequenceFree account**Role:** Lifecycle marketer applied to churned customers. **Context:** Customer: cancelled [N months] ago. R…
  • Price Increase CommunicationFree account**Role:** Pricing + customer success joint role. **Context:** Increase: [% or $]. Affected customers: [count]…
  • Pricing Experiment DesignFree account**Role:** Pricing strategist applied to in-market experiments. **Context:** Current pricing: [tiers]. Hypothe…
  • Sales Discovery — 7 QuestionsFree account**Role:** Top-quartile AE who closes 40% of qualified opps because discovery is non-negotiable. **Context:** …
  • Enterprise Security Questionnaire ResponseIn a pack**Role:** Senior Security & Trust lead at a B2B SaaS. **Context:** Vendor: [name]. Questionnaire type: SIG Li…
  • Annual Planning DocIn a pack**Role:** Founder/CEO planning the next year for a 30-person SaaS. **Context:** Current ARR: [$X]. Target ARR…
  • Quarterly KPI TreeFree account**Role:** Head of Operations applied to KPI design. **Context:** Quarter: [Q-N]. Top-line goal: [ARR / new lo…
  • Team Offsite AgendaIn a pack**Role:** Chief of Staff applied to offsite design. **Context:** Team: [size + roles]. Duration: [1-3 days]. …
  • All-Hands ScriptFree account**Role:** CEO running monthly all-hands. **Context:** Month: [N]. Big news: [1-2 items]. Hard news: [1 item i…
  • Founder LinkedIn Long-form PostFree account**Role:** Founder writing LinkedIn long-form that gets 50k+ impressions. **Context:** Topic: [the thing you'v…
  • YC Application EssayIn a pack**Role:** Founder writing the YC application. **Context:** Company: [name + 1-line]. Team: [N people, founder…
  • Accelerator Pitch EmailFree account**Role:** Founder applying to a non-YC accelerator (TechStars, 500, Latitud). **Context:** Accelerator: [name…
  • Pivot AnnouncementFree account**Role:** Founder announcing a pivot to team + investors. **Context:** Old direction: [WHAT]. New direction: …
  • M&A / Acquisition DeckFree account**Role:** Founder presenting to a potential acquirer. **Context:** Target acquirer: [name]. Why them: [strate…
  • M&A Teaser DocumentFree account**Role:** Investment banker / founder packaging the company for sale. **Context:** Stage: [B/C]. Revenue: [$X…
  • Seed Extension MemoFree account**Role:** Founder writing a seed-extension fundraise memo. **Context:** Original seed: [date + $]. Why you di…
  • Runway ForecastFree account**Role:** Startup CFO modeling runway. **Context:** Cash on hand: [$X]. Burn: [$Y/mo]. Revenue: [$Z/mo + grow…
  • Burn AnalysisFree account**Role:** Operations CFO applied to burn. **Context:** Monthly burn: [$X]. Top expense categories: [LIST]. AR…
  • Scenario Planning for the Next 12 MonthsFree account**Role:** COO applied to scenario planning. **Context:** Industry context: [DESCRIBE]. Macro context: [DESCRI…
  • Category Creation MemoIn a pack**Role:** Founder + analyst attempting to name a new category. **Context:** Current category framing: [what p…
  • Competitive BattlecardFree account**Role:** Sales enablement lead applied to competitive battle cards. **Context:** Competitor: [name]. They ha…
  • Sales Objection HandlerFree account**Role:** Sales leader applied to common objection responses. **Context:** Top 10 objections heard in the las…
  • Annual CEO LetterFree account**Role:** CEO writing the annual letter for team + customers + investors. **Context:** Year: [N]. Top wins: […
  • 5-Year Vision DocumentFree account**Role:** Founder articulating the 5-year vision. **Context:** Current state: [ARR, stage]. Target: [where yo…

Marketing

  • Meta Ad Variants — 5 AnglesFree**Role:** Senior paid social copywriter with 5+ years scaling Meta ads past $1M/mo at multiple DTC brands. **…
  • Google Search Ad PackIn a pack**Role:** Senior Google Ads strategist who has run paid search past $500K/mo across SaaS + DTC. **Context:** …
  • LinkedIn Paid Ad BriefIn a pack**Role:** LinkedIn B2B paid lead with 50+ campaigns across $20-100M ARR SaaS clients. **Context:** ICP: [pers…
  • TikTok Ad Script (30s + 60s)In a pack**Role:** TikTok Spark Ads creative director who has scripted past 8-figure spend. **Context:** Product: [DES…
  • Brand Voice DocumentFree account**Role:** Senior brand strategist who has codified voice for 30+ companies. **Context:** Company: [DESCRIBE].…
  • Positioning AuditIn a pack**Role:** Positioning consultant trained in April Dunford's framework. **Context:** Current positioning page …
  • Competitor TeardownFree account**Role:** Competitive intelligence analyst. **Context:** Competitor: [name]. Their website URL: [PASTE]. Thei…
  • Landing Page RewriteIn a pack**Role:** Senior CRO copywriter who has rewritten 100+ pages past 2x conversion lift. **Context:** Current pa…
  • CRO Experiment DesignFree account**Role:** Senior CRO analyst who has shipped 50+ landing-page tests at past statistical rigor. **Context:** H…
  • B2B Email Nurture Sequence (7-email)In a pack**Role:** B2B lifecycle marketer for SaaS. **Context:** ICP: [persona]. Lead source: [paid / organic / event]…
  • 90-Day Editorial Content CalendarFree account**Role:** Senior content strategist. **Context:** Brand: [DESCRIBE]. Strategic theme for the quarter: [theme]…
  • Influencer Cold OutreachFree account**Role:** Influencer partnerships manager. **Context:** Creator: [name + niche]. Their audience: [size + demo…
  • Creative Brief for CampaignFree account**Role:** Senior brand strategist briefing a creative team. **Context:** Campaign: [DESCRIBE]. Business objec…
  • Client Pitch Deck — RetainerIn a pack**Role:** Agency new-business lead pitching a 12-mo retainer. **Context:** Prospect: [company + stage + reven…
  • Scope of Work DocumentFree account**Role:** Agency operations lead drafting SOWs. **Context:** Project: [DESCRIBE]. Deliverables: [LIST]. Timel…