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The complete, free PromptCorrectly library — research-backed prompts and skills for ChatGPT, Claude, and Grok. Every prompt opens to a full, copy-ready page you can fork into the visual Studio. Page 2 of 38.
RAG & Knowledge Retrieval
- Table And Figure Aware RAG AnsweringAnswers questions that depend on retrieved tables and figures, reasoning over rows, columns, and captions.
- Multilingual Cross-Lingual Retrieval QAAnswers in the user's language using sources in other languages, with translated evidence quotes.
- Temporal-Aware Knowledge RetrievalResolves time-sensitive questions by selecting the source version valid for the asked-about date.
- Agentic ReAct Retrieval LoopDrives an interleaved reason-act-observe loop with a search tool until enough evidence is gathered.
- RAG Test-Set Generator From DocumentsGenerates a graded evaluation set of question-answer-source triples for testing a retrieval pipeline.
- Confidence-Calibrated Grounded AnswerProduces an answer with a calibrated confidence score derived from evidence coverage and agreement.
- Long-Document Map-Reduce SummarizerSummarizes a long retrieved document via per-chunk extraction then global reduction with traceable sources.
- Retrieval Prompt Injection SanitizerTreats retrieved content as untrusted data and neutralizes instructions hidden inside documents.
- Graph-RAG Entity Path ExplainerAnswers relationship questions by tracing and explaining a path through a retrieved knowledge graph.
- Source Attribution Coverage ReporterMeasures what fraction of an answer is source-attributable and rewrites unsupported sentences.
- Query Expansion And Synonym EnrichmentExpands a terse query with synonyms, acronyms, and related terms to boost first-stage retrieval recall.
- Answerability Router For Hybrid SourcesRoutes a query to the right knowledge source or tool and decides when retrieval is even needed.
Startup Strategy & Fundraising
- Investor-Ready Seed Pitch Deck ArchitectBuilds a 12-slide seed pitch deck narrative slide-by-slide with the one core message and proof point each slid…
- Bottom-Up TAM SAM SOM Sizing ModelConstructs a defensible bottom-up market sizing with explicit assumptions, sources, and a sensitivity table in…
- Cold Investor Outreach Email SequencerWrites a warm-feeling cold outreach email plus a 3-touch follow-up sequence tailored to a specific investor's …
- SAFE Vs Priced Round Decision AdvisorCompares SAFE, convertible note, and priced equity for your specific situation and recommends one with dilutio…
- Go-To-Market Wedge Strategy DesignerIdentifies the sharpest beachhead segment and an initial wedge motion to win it before expanding to the broade…
- Unit Economics And LTV/CAC DiagnosticCalculates contribution margin, CAC payback, and LTV/CAC from your raw numbers and diagnoses what to fix first…
- Fundraising Narrative And 'Why Now' BuilderCrafts a compelling investor narrative anchored on an inflection-point 'why now' that makes the opportunity fe…
- Investor Objection War-Room SimulatorSurfaces the toughest investor objections to your pitch and drills crisp, evidence-backed responses for each.
- Competitive Moat And Defensibility MapperMaps your potential moats, scores their durability, and builds a plan to deepen the strongest one over 18 mont…
- 18-Month Runway And Burn Multiple PlannerBuilds a monthly cash-runway plan, computes burn multiple, and identifies the milestones the raise must fund.
- Target Investor List Builder And PrioritizerGenerates a prioritized, segmented investor list with fit rationale and the best warm-intro path to each.
- Data Room Checklist And Diligence PrepProduces a stage-appropriate data room structure and flags the diligence gaps most likely to slow your round.
- Term Sheet Clause Translator And Negotiation MapDecodes each term sheet clause into plain English, scores founder-friendliness, and prioritizes what to negoti…
- Founder Equity Split And Vesting DesignerGuides a fair co-founder equity split using contribution and risk factors, then sets sensible vesting and dyna…
- Pre-Seed Traction Story From Thin DataTurns limited early signals into an honest, compelling traction narrative for pre-seed and seed investors.
- Business Model And Pricing Canvas GeneratorDesigns a coherent business model and pricing structure, testing how money flows and where margin is captured.
- Angel Vs VC Vs Bootstrap Path SelectorEvaluates angels, institutional VC, revenue-based financing, and bootstrapping against your goals and constrai…
- Investor Update Email That CompoundsWrites a monthly investor update that builds trust, surfaces asks, and keeps backers engaged for the next roun…
- Valuation Justification And Comps BuilderBuilds a defensible valuation case using comparable rounds, traction multiples, and dilution-based reasoning.
- Customer Discovery Interview Script DesignerBuilds a Mom-Test-compliant interview guide to validate the problem before building, with analysis rubric.
- North Star Metric And KPI Tree BuilderSelects a North Star metric tied to customer value and decomposes it into a driver tree the whole team can mov…
- Pivot Decision Framework And Evidence AuditRuns a structured pivot-or-persevere analysis using evidence, runway, and the type of pivot that fits the data…
- Series A Readiness Gap AssessmentAudits your metrics and story against Series A bars and produces a prioritized roadmap to become fundable.
- Demo Day And Elevator Pitch CompressorCompresses your story into 10-second, 30-second, and 2-minute pitches that escalate cleanly for any setting.
- Channel Strategy And CAC Test MatrixPrioritizes acquisition channels for your stage and designs cheap tests to find a scalable, profitable one.
- Hiring Plan And First Key Hires SequencerSequences your first critical hires around milestones and runway, with role scorecards and equity bands.
- Strategic Narrative For Acquisition Or PartnershipFrames your company for a strategic acquirer or partner by mapping mutual value and the integration thesis.
- Risk Register And Pre-Mortem For FoundersRuns a pre-mortem to surface the failure modes most likely to kill the company and mitigations for each.
- Grant And Non-Dilutive Funding StrategistMaps non-dilutive funding options to your profile and builds a winning application narrative for the best fit.
Customer Support & Success
- Empathetic Escalation De-Escalation ReplyCrafts a calm, accountable reply that defuses an angry customer, acknowledges the failure, and offers a concre…
- Tiered Triage And Severity ClassifierClassifies an inbound support ticket by severity, category, and routing queue with a justification and suggest…
- Knowledge Base Article From A Resolved TicketConverts a closed support conversation into a clean, searchable, evergreen help-center article with steps and …
- Churn-Risk Save Outreach For At-Risk AccountsDrafts a personalized retention outreach to a customer showing churn signals, anchored on their goals and usag…
- First-Response Acknowledgment With Smart Next StepsWrites a fast, reassuring first-response that buys time, sets expectations, and gathers exactly the info neede…
- Refund And Goodwill Decision RecommendationEvaluates a refund or credit request against policy and context, then recommends an approve/deny/partial decis…
- Macro And Canned Response Library GeneratorProduces a consistent set of reusable saved replies for a recurring issue, with variations for tone and channe…
- Bug Report Translator For EngineeringTransforms a vague customer complaint into a precise, reproducible engineering bug report with steps and sever…
- Onboarding Welcome And First-Value SequenceDesigns a multi-touch onboarding email sequence that drives a new customer to their first 'aha' moment fast.
- Customer Sentiment And Theme AnalyzerAnalyzes a batch of support conversations to surface sentiment, recurring themes, and prioritized improvement …
- Quarterly Business Review Narrative BuilderGenerates an executive-ready QBR narrative tying customer outcomes to usage, ROI, and a forward-looking succes…
- Live Chat Quick-Reply Co-PilotSuggests 2-3 concise, on-brand live-chat reply options in real time, optimized for speed and clarity.
- Outage And Incident Customer Communication KitProduces clear, honest incident updates for customers at each stage of an outage, balancing transparency and r…
- Feature Request Acknowledgment Without OverpromisingResponds to a customer feature request that validates them, sets honest expectations, and captures the use cas…
- CSAT And NPS Verbatim Response ComposerWrites tailored responses to survey scores, recovering detractors and amplifying promoters without sounding sc…
- Step-By-Step Technical Troubleshooting GuideBuilds a branching troubleshooting walkthrough for a technical issue, isolating the cause through ordered diag…
- Difficult Conversation: Saying No With GraceDelivers a firm but kind 'no' to an unreasonable or out-of-policy request while preserving the relationship.
- Proactive Health-Check Outreach For Quiet AccountsCrafts a low-pressure proactive check-in to a healthy-but-quiet account to deepen adoption and pre-empt churn.
- Multilingual Support Reply LocalizerAdapts a support reply into a target language and culture, preserving meaning, tone, and brand voice rather th…
- Warm Handoff Summary For Escalation Or Shift ChangeWrites a tight internal handoff note so the next agent or team can continue seamlessly without making the cust…
- Subscription Cancellation Save FlowResponds to a cancellation request with an honest save attempt anchored on the real reason, then a graceful ex…
- Support Reply Quality Self-Critique PassReviews a drafted support reply against a quality rubric and returns an improved version with the changes expl…
- Billing Dispute Investigation And ReplyWalks through a billing discrepancy methodically, then writes a clear explanation and resolution for the custo…
- Expansion And Upsell Conversation From A Support SignalTurns an organic support interaction into a natural, consultative expansion conversation tied to the customer'…
- Post-Resolution Follow-Up And Confidence CheckSends a brief, genuine follow-up after a fix to confirm it held, reinforce trust, and catch any lingering issu…
- Voice-Of-Customer Insight Brief For ProductSynthesizes support evidence into a concise, prioritized insight brief that product and leadership can act on.
- Apology And Service-Recovery Plan After A Major FailureBuilds a sincere, structured service-recovery response after a significant failure, pairing a real apology wit…
- Agent Coaching Feedback From A Reviewed InteractionGenerates specific, balanced coaching feedback for a support agent based on a reviewed conversation and a comp…
- Account Risk And Renewal Readiness ScorecardAssesses a customer's renewal risk across health signals and produces a scored action plan to secure the renew…
E-commerce & DTC
- High-Converting Product Description ArchitectWrites a benefit-led product description with scannable structure, sensory hooks, objection handling, and an S…
- Abandoned Cart Recovery Email SequenceDesigns a 3-email cart abandonment flow with escalating angles, dynamic product blocks, and revenue-safe disco…
- Meta Ads Creative Angle GeneratorProduces a matrix of distinct ad angles with hooks, primary text, and visual direction mapped to awareness sta…
- Customer Review Mining For Conversion InsightsAnalyzes raw reviews to extract voice-of-customer language, objections, and themes to feed product pages and a…
- Email Welcome Flow StrategistMaps a 5-email post-signup welcome series that builds trust, tells the brand story, and converts first-time bu…
- Product Page Conversion Audit FrameworkRuns a heuristic CRO audit of a product page and returns prioritized fixes ranked by impact and effort.
- Bundle And Upsell Offer DesignerConstructs profitable bundles and cart/checkout upsells with pricing logic and persuasive offer framing.
- SMS Marketing Campaign WriterCrafts compliant, high-CTR SMS campaigns with tight copy, clear CTAs, and a cadence that respects the channel.
- Shopify Store Information Architecture PlannerDesigns collection structure, navigation, and filtering for a catalog so shoppers find products in fewer click…
- Brand Voice And Tone Guide BuilderProduces a usable brand voice guide with tone dimensions, do/don't examples, and rewritten before/after sample…
- Influencer Outreach And Brief GeneratorWrites a personalized creator outreach message plus a tight campaign brief with deliverables and content guard…
- Post-Purchase Retention And Win-Back FlowDesigns the post-purchase lifecycle from order confirmation through replenishment and lapsed-customer win-back…
- Competitor Positioning TeardownAnalyzes a competitor's offer and messaging to find positioning gaps and a defensible differentiation angle.
- Subscription Pricing And Tier StrategistDesigns subscription tiers, incentives, and churn-reducing mechanics for a replenishable DTC product.
- Google Shopping And Search Ad Copy KitGenerates responsive search ad assets and product-feed-optimized titles aligned to high-intent queries.
- Founder Story Landing Page NarrativeCrafts an emotionally resonant founder/origin story that builds trust and ties personal stakes to the product.
- Product Launch Go-To-Market PlanBuilds a phased launch plan across email, organic, paid, and partnerships with a timeline and success metrics.
- Return And Refund Policy Copy That ConvertsWrites a clear, trust-building returns policy and the on-page microcopy that reduces purchase anxiety.
- Email Subject Line A/B Test LabGenerates diverse subject-line variants across proven psychological frameworks with a test plan and rationale.
- TikTok UGC Video Script GeneratorWrites native-feeling UGC video scripts with hook, demonstration, and CTA scenes mapped to seconds.
- Customer Persona And Jobs-To-Be-Done ProfilerBuilds a research-grounded buyer persona with jobs-to-be-done, triggers, objections, and messaging hooks.
- Seasonal Promotion Calendar PlannerMaps a quarter of promotions and content themes around key dates with offer mechanics and margin guardrails.
- Support Ticket Response Template SystemCreates on-brand, empathetic support reply templates for common DTC issues with escalation and tone rules.
- Product Photography And Creative Shot ListBuilds a complete shot list for a product covering PDP, lifestyle, and ad-ready creative with direction notes.
- Conversion-Focused FAQ Section WriterGenerates a PDP FAQ that removes friction by answering real objections, sized and ordered to drive purchase.
- Loyalty And Referral Program DesignerDesigns a loyalty and referral program with earn/redeem mechanics, tiers, and referral incentives tuned to eco…
- DTC Brand Naming And Tagline WorkshopGenerates brandable product/line names and taglines against strategic criteria, with domain and trademark chec…
- Marketplace Listing Optimizer (Amazon/Etsy)Optimizes a marketplace listing's title, bullets, description, and backend keywords for search and conversion.
- Checkout Friction Diagnostic And Fix PlanDiagnoses checkout drop-off causes and prescribes prioritized fixes to lift completion rate.
- Customer Segmentation And Email Targeting PlanBuilds an RFM-style segmentation model and maps tailored email/SMS messaging to each segment for higher releva…