Generate an exhaustive 9-block Business Model Canvas and Value Proposition design for any new venture, service, or product line.
You are an elite business strategist and venture consultant with deep expertise in Strategyzer frameworks and Lean Startup methodology.
Analyze the following venture concept and produce an exhaustive...
#business-model#lean-startup#strategy
Design a high-converting tiered pricing model with feature gating, usage metrics, and CAC/LTV unit economic guardrails.
Act as a seasoned SaaS Chief Revenue Officer and pricing strategist. I need a comprehensive, data-driven pricing architecture for our software product.
### PRODUCT PROFILE:
- Product Name: [PRODUCT_N...
#pricing#saas#unit-economics
Perform an exhaustive competitive landscape analysis, teardown direct and indirect competitors, and identify untapped market moats.
You are an elite competitive intelligence analyst and venture capital diligence partner. Conduct a deep competitive teardown for our company in its industry.
### OUR BUSINESS CONTEXT:
- Our Company: ...
#competitor-analysis#market-research#differentiation
Construct laser-focused B2B ICPs and buyer personas complete with firmographics, tech stack signals, pain triggers, and objections.
Act as a B2B Go-To-Market architect. Build a hyper-detailed, actionable Ideal Customer Profile (ICP) and dual-persona dossier for our B2B offering.
### OFFERING DETAILS:
- Product/Service: [PRODUCT_O...
#icp#personas#b2b
Structure a compelling 10-slide venture capital pitch deck narrative following the Sequoia and Y Combinator storytelling standards.
You are a Tier-1 venture capital partner and pitch coach who has evaluated thousands of Seed and Series A pitches.
Turn the following venture information into an irresistible, tension-driven 10-slide...
#fundraising#pitch-deck#venture-capital
Map 12-month burn rate, gross margin breakeven, and cash runway scenarios to maintain profitability without outside capital.
Act as a fractional CFO specializing in capital-efficient bootstrapped technology businesses and agencies.
Build a 12-month cash runway, burn management, and reinvestment playbook based on our operat...
#cash-flow#bootstrapping#finance
Craft win-win commercial partnership pitches, revenue-share frameworks, and integration proposals for ecosystem players.
Act as a VP of Strategic Business Development. I need a compelling, mutually beneficial partnership pitch and deal framework to propose to a potential strategic partner.
### PARTNERSHIP PROFILE:
- Ou...
#partnerships#business-development#co-selling
Conduct flawless Mom Test customer discovery interviews that uncover real willingness-to-pay without leading questions.
You are an expert user researcher and proponent of Rob Fitzpatrick's "The Mom Test" framework.
Help me design a 30-minute customer problem discovery interview script to validate our business hypothes...
#customer-discovery#mom-test#user-research
Evaluate the operational, technical, and regulatory feasibility of expanding into a new geographic region or service vertical.
Act as a senior management consultant specializing in international business expansion and operational scale.
Perform a rigorous feasibility evaluation for expanding our existing successful business ...
#expansion#market-entry#feasibility
Convert bespoke, scope-creeping agency hourly work into standardized, high-margin productized packages.
You are an operational architect who helps custom agencies transition from hourly, bespoke chaos into predictable, productized service engines.
Convert our custom agency services into 3 standardized,...
#productized-services#agency#packaging
Diagnose user churn triggers, build automated re-engagement workflows, and implement win-back campaigns.
Act as a VP of Customer Success and SaaS Retention specialist.
Create an actionable churn diagnostic framework and an automated 30-day intervention playbook to reduce customer churn for our platform....
#churn#retention#customer-success
Eliminate executive cognitive bias and evaluate high-stakes business crossroads with a mathematical decision matrix.
Act as a decision analyst and executive advisor trained in Multi-Criteria Decision Analysis (MCDA) and probabilistic thinking.
Help our leadership team rigorously evaluate a critical strategic crossr...
#decision-making#executive#strategy
Draft an investor-grade quarterly board deck, financial scorecard, and transparent CEO executive letter.
You are a trusted board advisor and veteran technology CEO. Draft an executive quarterly board update and slide deck framework for our upcoming board of directors meeting.
### QUARTERLY PERFORMANCE D...
#board-meeting#investor-relations#executive
Align executive vision with departmental execution using Measurable Objectives & Key Results (OKRs).
Act as an executive coach certified in John Doerr's 'Measure What Matters' OKR methodology.
Construct a complete, cascaded quarterly OKR framework that aligns company-level strategy with departmental...
#okrs#goal-setting#management
Map every buyer touchpoint from initial problem awareness through onboarding, renewal, and advocacy.
You are an enterprise Customer Experience (CX) architect and journey mapping specialist.
Produce an end-to-end B2B Customer Journey Map that pinpoints conversion bottlenecks, internal operational han...
#customer-journey#touchpoints#cx
Audit messy operational workflows, eliminate manual friction, and design optimized future-state business processes.
Act as a master Six Sigma Black Belt and Business Process Re-engineering (BPR) consultant.
Analyze our current manual operational process, identify systematic bottlenecks and waste (Muda), and design...
#process-improvement#bpr#lean-operations
Structure a replicable business licensing or franchise framework including royalty models, territory rights, and brand IP controls.
Act as a franchise development director and intellectual property licensing consultant.
Help us turn our proven, profitable business model into a scalable licensing or franchise system for independen...
#franchise#licensing#scale
Consolidate disparate CRMs, ERPs, employee directories, and tech stacks following a corporate acquisition.
You are an enterprise M&A integration director specializing in post-acquisition technology and systems consolidation.
Create a 100-Day IT and Systems Integration Roadmap for combining two merged comp...
#m-and-a#systems-integration#it-roadmap
Prepare your technology, contracts, intellectual property, and financials for a high-multiple private equity or strategic buyout.
Act as a tech M&A investment banker and corporate due diligence auditor who advises founders on achieving top-quartile valuation multiples upon acquisition.
Audit our company's readiness for acquisit...
#valuation#exit-strategy#due-diligence
Formulate immediate, transparent communications for data breaches, system outages, regulatory actions, or operational crises.
You are an elite corporate crisis communications strategist and corporate counsel advisor.
Draft an incident response plan and exact stakeholder communication templates for the following crisis scena...
#crisis-management#pr#communications
Produce an exhaustive, search-intent-optimized content brief with semantic entities, competitor analysis, heading hierarchy, and internal linking strategy.
Act as a senior organic search strategist and content engineer. Build a comprehensive, publication-ready SEO Content Brief for our target topic.
### TOPIC & BUSINESS PARAMETERS:
- Primary Target Keyw...
#seo#content-brief#search-intent
Cluster hundreds of long-tail search queries into scalable programmatic database templates that avoid thin content penalties.
You are an elite programmatic SEO architect. I need a scalable programmatic database schema and page generation framework for our product/service.
### BUSINESS CONTEXT:
- Core Platform/Service: [CORE...
#programmatic-seo#keyword-clustering#templates
Write conversion-optimized landing page copy following proven direct-response frameworks (PAS + Value-Action-Proof).
Act as a world-class conversion copywriter and conversion rate optimization (CRO) director for B2B SaaS.
Write a complete, high-converting landing page for our product.
### PRODUCT DETAILS:
- Produc...
#landing-page#conversion#copywriting
Diagnose site architecture, crawlability, indexing, Core Web Vitals, and structured data issues like an enterprise technical SEO lead.
You are an enterprise Technical SEO Consultant and web performance engineer.
Conduct a comprehensive technical audit plan and prioritization checklist for our website based on our tech stack and know...
#technical-seo#core-web-vitals#crawlability
Write high-open-rate B2B newsletter editions featuring curated insights, contrarian perspectives, and non-pushy service tie-ins.
Act as the lead editor of a top-tier industry newsletter with a 45%+ open rate.
Draft a complete, engaging weekly newsletter edition based on our core topic and business angle.
### NEWSLETTER CONTEX...
#newsletter#email-marketing#content-curation
Transform raw customer metrics into a gripping, narrative case study using the Challenge-Solution-Impact (CSI) framework.
You are an expert B2B case study writer and business journalist.
Turn the following customer project data into a compelling, authoritative case study narrative that drives high-ticket sales.
### RAW...
#case-study#social-proof#customer-success
Analyze competitor ranking footprints, extract underserved search queries, and fix internal content cannibalization.
Act as a senior organic search auditor. I need a strategic Keyword Gap and Content Cannibalization Audit between our site and top competitors.
### AUDIT PARAMETERS:
- Our Domain & Key Ranking Pages: ...
#keyword-gap#competitor-seo#content-strategy
Conceptualize irresistible B2B lead magnets (templates, calculators, audits) and write the 4-part opt-in funnel.
You are an elite B2B demand generation architect who creates lead magnets that business decision-makers actually want and use.
Design a high-value B2B Lead Magnet and write the full opt-in funnel cop...
#lead-magnet#funnel#opt-in
Dominate local 3-pack rankings, optimize Google Business Profiles, and generate geo-targeted service page content.
Act as a local SEO specialist who consistently ranks client businesses in the Google Local 3-Pack and Google Maps top positions.
Create a comprehensive local optimization plan for our business.
### ...
#local-seo#google-business-profile#geo-targeting
Optimize YouTube video titles, high-CTR thumbnail text, timestamps, description hooks, and tags for search and suggested algorithm.
You are an elite YouTube growth strategist and algorithm specialist.
Produce an algorithm-optimized metadata and engagement package for our upcoming video.
### VIDEO INFORMATION:
- Video Topic: [VID...
#youtube#video-seo#ctr
Write high-Quality Score Responsive Search Ads (RSAs) with 15 headlines, 4 descriptions, and sitelink extensions.
Act as a Google Premier Partner performance marketer specializing in high-ticket B2B search ads.
Generate a complete, high-Quality-Score Responsive Search Ad (RSA) package for our campaign.
### CAMP...
#google-ads#ppc#sem
Formulate statistically valid CRO hypotheses, test variations, and sample size calculations for high-impact web experiments.
Act as a senior Conversion Rate Optimization (CRO) scientist and growth experimentation lead.
Formulate a prioritized A/B testing sprint roadmap for our website page to improve conversion rates.
###...
#cro#ab-testing#experimentation
Pitch prominent industry creators, newsletter writers, and podcast hosts for authentic co-marketing and guest appearances.
You are a B2B communications director and influencer partnership strategist.
Draft a high-converting, personalized collaboration outreach message to pitch an industry creator, podcaster, or newslette...
#influencer-marketing#collab#pr
Extract glowing, metric-backed client testimonials and video reviews with automated trigger workflows and prompt sequences.
Act as a customer marketing director and social proof strategist.
Create an automated customer testimonial collection system that gathers specific, metric-backed testimonials and video reviews from h...
#testimonials#reviews#social-proof
Design a Robinhood-style gamified referral waitlist for new product launches that incentivizes viral social sharing.
You are a viral growth engineer who has designed launch waitlists resulting in tens of thousands of pre-launch users.
Design a gamified product launch waitlist and referral mechanics system for our u...
#waitlist#product-launch#viral-loops
Transform a 60-minute raw podcast recording or interview transcript into 12 multi-platform marketing assets.
Act as a master multi-channel content repurposing director.
Analyze the following transcript excerpt from a podcast, webinar, or interview and convert it into 5 distinct high-performing marketing ass...
#content-repurposing#podcast#social-media
Build an empathetic, high-insight cancellation flow that identifies root churn causes and saves at-risk accounts.
You are a SaaS retention and customer psychology expert.
Design a frictionless, insightful cancellation exit flow and follow-up win-back sequence for our subscription product.
### PRODUCT CONTEXT:
-...
#cancellation#churn#exit-survey
Write an AP-style, journalist-friendly press release for a major software launch, funding round, or enterprise partnership.
Act as a senior technology public relations director and former tech journalist.
Draft an AP-style, newsworthy press release announcing our company's major milestone.
### PRESS ANNOUNCEMENT INFO:
- ...
#press-release#pr#media-relations
Design an interactive B2B assessment quiz (e.g. 'AI Readiness Scorecard') that generates highly qualified inbound leads.
You are an interactive quiz funnel architect who builds high-converting diagnostic assessments (like ScoreApp frameworks).
Create an interactive B2B diagnostic assessment scorecard for our target mar...
#assessment#quiz-funnel#lead-generation
Recover lost checkout revenue with a 3-part behavioral email and SMS cadence incorporating dynamic urgency and objection resolution.
Act as a senior eCommerce retention architect and direct-response email copywriter.
Build a high-converting, 3-stage abandoned cart recovery sequence (Email + SMS) for our eCommerce brand.
### STORE...
#ecommerce#abandoned-cart#email-marketing
Write ultra-personalized, spam-proof B2B cold email sequences that generate 25%+ positive reply rates from executive decision-makers.
Act as a top 1% enterprise B2B SDR and outbound copywriter who generates high-ticket meetings without sounding like an aggressive sales rep.
Write a 4-touch personalized outbound cold email sequence ...
#cold-email#b2b-sales#outbound
Conduct high-leverage 30-minute discovery calls using SPIN Selling and MEDDIC qualification to close enterprise deals.
You are an elite enterprise Account Executive and sales trainer certified in SPIN Selling and the MEDDPICC qualification methodology.
Design a 30-minute B2B discovery call script and question framewo...
#discovery-call#spin-selling#meddic
Neutralize the 6 most common high-ticket sales objections (Price, Bad Timing, We Can Build In-House, Competitor) using conversational aikido.
Act as a master sales negotiator and linguistic reframing coach specializing in high-ticket B2B deals.
Construct a complete objection-handling playbook for our offering that validates the buyer's con...
#objection-handling#sales-psychology#closing
Connect and book meetings on LinkedIn with executive decision-makers using permission-based networking and zero pitch-slapping.
You are a social selling pioneer who books 15+ qualified enterprise discovery calls every month via LinkedIn without sending generic spam.
Write a 3-touch conversational LinkedIn direct message outre...
#linkedin#social-selling#inmail
Write executive summaries, milestone deliverables, and pricing options that eliminate contract hesitation and speed up close rates.
Act as a master commercial proposal architect who writes proposals that achieve an 80%+ win rate on qualified opportunities.
Write an executive-ready proposal narrative and Statement of Work (SOW) st...
#proposal#sow#closing
Build an automated lead scoring matrix using explicit firmographics and implicit behavioral signals to prioritize high-value prospects.
You are an elite Revenue Operations (RevOps) architect and CRM data strategist.
Design an automated Lead Scoring & Routing Framework for our B2B sales engine to ensure sales reps focus exclusively on...
#lead-scoring#revops#mql
Maintain sales velocity after a product demo, handle stakeholder consensus, and prevent enterprise deal stall.
Act as a master enterprise closing AE who maintains relentless deal momentum and prevents post-demo radio silence.
Write a 3-part post-demo follow-up sequence and internal champion enablement kit for...
#sales-follow-up#deal-closing#momentum
Open cold phone calls with confidence using permission-based openers that lower prospect defenses and book discovery calls.
You are an elite B2B cold calling coach who trains SDR teams to hit 12%+ conversation-to-meeting conversion rates.
Write a complete permission-based cold calling script for our outbound sales reps.
...
#cold-calling#sales-scripts#outbound
Build an executive intelligence dossier on high-value Tier-1 enterprise target accounts for ABM sales campaigns.
Act as a senior enterprise sales intelligence researcher and ABM strategist.
Construct an exhaustive Account Intelligence Dossier for our top enterprise target account to guide a coordinated multi-th...
#abm#account-intelligence#enterprise-sales
Turn existing satisfied clients into 130%+ Net Revenue Retention (NRR) through timely upsells and strategic expansion pitches.
You are an elite VP of Customer Success and Net Revenue Retention (NRR) strategist.
Create a high-converting account expansion and upsell playbook for an existing satisfied client.
### CLIENT ACCOUN...
#upsell#cross-sell#nrr
Convert high-intent inbound website leads into booked meetings with an automated sub-5-minute email, SMS, and WhatsApp response playbook.
Act as a high-velocity inside sales director specializing in Speed-to-Lead optimization (where responding within 5 minutes yields 8x higher conversion).
Build an automated, multi-channel response cad...
#speed-to-lead#inbound-sales#lead-qualification
Re-engage ghosted prospects and stalled enterprise pipeline opportunities using Dean Jackson's 9-word framework and value-trigger check-ins.
Act as a sales turnaround specialist who revives lost and stalled pipeline deals.
Create a 3-touch re-activation sequence for prospects who completed a demo or received a proposal but went dark / gho...
#deal-revival#ghosted-leads#pipeline
Structure compelling, differentiated responses to formal enterprise RFPs and RFIs that highlight architectural superiority over legacy vendors.
You are a bid director who has secured over $40M in competitive enterprise software and services RFPs.
Help us write a high-scoring, standout response to a key technical section of a corporate Reques...
#rfp#rfi#proposals
Design motivating, margin-protecting sales compensation plans with base/variable splits, accelerators, and clawback clauses.
Act as a sales compensation design consultant and SaaS CRO.
Design a competitive, margin-protecting B2B sales compensation plan for our sales team that incentivizes high performance while protecting ...
#sales-compensation#commission#quotas
Co-create a shared Mutual Action Plan with enterprise buyers that locks in evaluation milestones and guarantees target go-live dates.
You are an enterprise sales leader who closes complex multi-stakeholder deals using collaborative Mutual Action Plans (MAP).
Create a comprehensive Mutual Action Plan template and introductory email ...
#mutual-action-plan#map#deal-acceleration
Record personalized 60-second Loom/Vidyard video teardowns that capture C-level executive attention with 40%+ meeting response rates.
Act as a top-performing outbound video prospecting coach.
Write a high-converting 60-second video (Loom / Vidyard) script to pitch a high-value prospect while showing their website or product on-scre...
#video-prospecting#loom#cold-outreach
Incentivize monthly subscription clients to switch to upfront annual contracts, accelerating company cash flow and reducing churn.
Act as a SaaS revenue strategist and customer success director.
Write a persuasive, value-packed proposal and email campaign to convince existing monthly paying clients to switch to an upfront annual...
#annual-contracts#cash-flow#retention
Equip sales reps with 1-page competitive battlecards featuring competitor weaknesses, landmines, and winning counter-punches.
You are an elite Product Marketing Director and competitive intelligence battlecard creator.
Build a punchy, 1-page sales battlecard comparing our offering against a primary market competitor to equi...
#battlecard#competitive-intelligence#sales-enablement
Conduct unbiased post-deal win-loss interviews to uncover exact reasons why high-ticket buyers signed or chose a rival.
Act as an independent B2B buyer intelligence specialist who conducts unbiased Win-Loss analyses for enterprise technology firms.
Design a comprehensive Win-Loss interview framework and question scrip...
#win-loss#sales-diagnostics#market-intelligence
Announce a 15-25% price adjustment to existing retainers while highlighting past ROI, upgrading perks, and preserving 95%+ client retention.
You are an executive client communications advisor and pricing strategist for premium B2B service firms.
Write a professional, transparent price increase notification letter for our existing ongoing ...
#price-increase#client-retention#retainers
Architect complete production-ready n8n node sequences, webhook triggers, error-handling routers, and data transformations.
You are an elite n8n Solutions Architect and backend integration engineer.
Design a production-ready, fault-tolerant n8n workflow sequence to automate the following business process.
### WORKFLOW RE...
#n8n#automation#workflow
Design an enterprise-grade RAG pipeline featuring semantic chunking, vector embedding, hybrid BM25 search, and safety re-ranking.
Act as a Principal AI Engineer specializing in production Retrieval-Augmented Generation (RAG) architectures and vector retrieval.
Design an end-to-end, high-accuracy RAG pipeline for our enterprise ...
#rag#vector-search#embeddings
Build an autonomous multi-agent supervisor that classifies incoming tasks, orchestrates specialized sub-agents, and enforces tool validation.
You are a Lead AI Agent Architect specializing in LangGraph, CrewAI, and autonomous multi-agent supervisory networks.
Design a robust, multi-agent supervisory routing architecture for an autonomous b...
#ai-agents#langgraph#routing
Normalize unpredictable, nested third-party webhook payloads into clean, unified database schemas with idempotency protection.
Act as a senior API integration and distributed systems engineer.
Design a universal webhook ingestion and normalization pipeline that safely parses chaotic third-party webhook events into a unified ...
#webhooks#data-transformation#idempotency
Implement automated error-handling workflows in n8n featuring exponential backoff, dead letter queues, and formatted Slack/Sentry alerts.
You are an enterprise reliability engineer and n8n production systems administrator.
Design an enterprise-grade Error Handling and Incident Alerting Sub-Workflow in n8n.
### INFRASTRUCTURE CONTEXT:
...
#n8n#error-handling#devops
Synchronize customer records, deals, invoices, and inventories between CRM and ERP systems with bi-directional conflict resolution.
Act as a Principal Enterprise Systems Integration Architect specializing in CRM and ERP synchronization.
Design a bi-directional, real-time data sync pipeline between a modern CRM and an enterprise E...
#crm-sync#erp#data-sync
Extract structured JSON from chaotic scanned PDF invoices, receipts, and legal agreements using multimodal vision AI models.
You are an expert AI vision and document extraction engineer.
Design an automated document processing pipeline that parses unstructured PDF invoices, vendor receipts, and bills into clean, validated ...
#ocr#document-parsing#multimodal
Write low-latency system prompts and function calling definitions for conversational AI phone agents (Vapi, Retell, Bland, Twilio).
Act as a conversational AI telephony architect specializing in sub-second low-latency voice agents (Vapi, Retell AI, Bland AI, Twilio WebRTC).
Write a production-grade system prompt, conversational s...
#voice-ai#telephony#vapi
Enrich inbound email signups with verified company headcount, industry, tech stack, and LinkedIn profile data in real time.
You are a growth engineer and B2B data enrichment architect.
Design an automated lead enrichment pipeline that takes a bare corporate email address from a form submit and enriches it with full compan...
#lead-enrichment#scraping#revops
Deploy an AI WhatsApp support chatbot with interactive buttons, order status lookups, and seamless human escalation.
Act as a WhatsApp Business API architect and conversational UI specialist.
Design a full customer support workflow for WhatsApp Business Cloud API with structured interactive components and CRM integ...
#whatsapp#meta-api#chatbot
Build an interactive Slack assistant for internal staff that safely queries production databases, triggers scripts, and logs actions.
Act as an internal tooling and DevOps security engineer.
Design an intelligent Slackbot assistant for internal staff that can answer operational questions, query production read-replicas, and trigger...
#slackbot#internal-tools#database
Aggregate business metrics across Stripe, Google Analytics, CRM, and databases into automated weekly Slack and email executive digests.
You are an analytics engineer and executive reporting automation specialist.
Design an automated n8n scheduled workflow that aggregates weekly KPIs from disparate business platforms into a concise Mo...
#kpi#reporting#n8n
Automatically transform newly published blog posts into tailored LinkedIn, Twitter/X, and newsletter updates with image rendering.
Act as a content operations architect and social media automation engineer.
Build an autonomous n8n workflow that triggers whenever a new blog post is published, generates platform-native copy, rende...
#social-media#content-ops#n8n
Schedule automated PostgreSQL/MySQL backups, stream AES-256 encrypted dumps to Amazon S3, and verify restore integrity.
You are a Principal Database Reliability Engineer (DBRE) and cloud infrastructure security specialist.
Design a hardened, automated daily database backup and restore validation pipeline for PostgreSQ...
#database-backup#postgresql#s3
Recover 40%+ of failed subscription charges with an automated webhook-triggered dunning sequence across email, SMS, and in-app alerts.
Act as a SaaS revenue recovery specialist and Stripe billing automation engineer.
Design an automated smart dunning and payment recovery workflow triggered by Stripe failed charge webhooks.
### BILL...
#stripe#dunning#failed-payments
Keep engineering and product teams synchronized by automatically linking GitHub pull requests, commits, and releases with Jira tickets.
You are an engineering workflow automation specialist and DevOps productivity engineer.
Design a bi-directional automation pipeline between Jira Software and GitHub to keep technical engineering and ...
#jira#github#devops
Provision Google Workspace, Slack, GitHub, 1Password, and HR software automatically upon signing an offer letter.
Act as a senior IT Operations and corporate security automation architect.
Design an automated employee onboarding and access provisioning workflow triggered when a candidate signs their offer letter...
#employee-onboarding#it-automation#provisioning
Route incoming support emails to the right department using LLM classification, sentiment detection, and draft response generation.
You are an AI customer support operations architect and NLP classification engineer.
Design an intelligent email triage pipeline that monitors an incoming shared inbox (e.g. `support@company.com`), a...
#email-triage#sentiment-analysis#customer-support
Monitor competitor pricing pages and product catalogs daily, detect price adjustments or promotions, and alert sales teams.
Act as a web scraping engineer and competitive pricing analyst.
Build an automated daily price monitoring and anomaly detection engine that tracks competitor pricing pages and alerts our strategy tea...
#scraping#pricing-intelligence#anomaly-detection
Deploy self-hosted n8n in production with queue mode, Redis scaling, PostgreSQL persistence, automatic SSL, and encryption.
You are an elite DevOps and Infrastructure Architect specializing in self-hosted enterprise n8n deployments.
Provide a production-hardened, high-availability `docker-compose.yml` configuration, envir...
#n8n-deployment#docker-compose#devops
Architect clean, maintainable React 19 / TypeScript components using compound patterns, custom hooks, and zero re-render bloat.
You are a Principal Frontend Architect specializing in React, TypeScript, and modern component design systems.
Refactor or design the following React component into a production-grade, highly maintai...
#react#typescript#frontend
Diagnose slow database queries, optimize table schemas, and design composite B-Tree/GIN indexes to drop execution time by 90%+.
Act as a senior Database Administrator and PostgreSQL / MySQL query optimization guru.
Analyze and optimize the following slow database query and execution plan.
### DATABASE CONTEXT:
- Database Eng...
#sql#postgresql#indexing
Design clean, pragmatic RESTful endpoints or GraphQL schemas adhering to OpenAPI 3.1 standards, pagination, and status codes.
You are a Principal API Architect who designs industry-standard, developer-loved APIs (following Stripe and GitHub design standards).
Design a robust, comprehensive API specification for our applicat...
#api-design#rest#graphql
Generate bulletproof test suites covering happy paths, edge cases, error boundaries, and mock dependencies with 95%+ coverage.
Act as a senior Software Quality Engineer and automated testing lead.
Write a comprehensive, production-grade test suite for the following source code using Vitest / Jest and TypeScript.
### CODE UN...
#testing#unit-tests#vitest
Transform spaghetti code, monster functions, and nested callbacks into clean, modular, SOLID-compliant architecture.
You are a Principal Software Craftsman and refactoring specialist trained in Martin Fowler's refactoring patterns and Uncle Bob's Clean Architecture.
Refactor the following messy, high-complexity cod...
#refactoring#clean-code#solid-principles
Write minimal, secure multi-stage Dockerfiles and automated GitHub Actions workflows with linting, testing, and cloud deployment.
Act as a senior Cloud Infrastructure and DevOps Automation engineer.
Create a minimal, secure, production-grade multi-stage Dockerfile and a complete GitHub Actions CI/CD pipeline for our application...
#docker#ci-cd#github-actions
Construct bulletproof, Catastrophic Backtracking-safe regular expressions with plain-English breakdowns and test suites.
You are an expert compiler engineer and regular expression (regex) specialist.
Construct a robust, safe, high-performance regular expression to parse and validate the following string pattern.
### P...
#regex#regular-expressions#validation
Scan code snippets for SQL injection, XSS, CSRF, insecure deserialization, and authentication bypass vulnerabilities.
Act as a senior Application Security (AppSec) penetration tester and code auditor certified in OWASP Top 10 guidelines.
Perform an adversarial security review of the following source code and provide...
#security#owasp#vulnerability-audit
Design normalized (3NF) relational database schemas with primary keys, foreign constraints, indexing, and migration scripts.
You are a Principal Data Architect and relational database modeling specialist.
Design a normalized (Third Normal Form - 3NF), high-performance relational database schema for our application requirem...
#database-design#erd#sql
Design decoupled, event-driven microservices architectures featuring publisher/subscriber patterns, idempotency, and saga transactions.
Act as a Chief Systems Architect specializing in event-driven distributed microservices architectures and asynchronous messaging.
Design an event-driven architecture for the following business workfl...
#microservices#event-driven#kafka
Design high-scale distributed architectures (e.g. URL shortener, Uber, Twitter, Netflix) handling millions of requests per second.
Act as a Principal Infrastructure Architect at a FAANG company and senior system design interviewer.
Provide an exhaustive, high-scale system design architecture for the following system.
### SYSTEM...
#system-design#distributed-systems#scalability
Build ultra-fast Next.js App Router applications with Server Components (RSC), Suspense streaming, Server Actions, and parallel routes.
You are an elite Next.js Core Contributor and React Server Components (RSC) specialist.
Design a clean, high-performance Next.js App Router architecture and file directory layout for our web applicat...
#nextjs#react-server-components#server-actions
Write non-blocking, concurrent Python backends using AsyncIO, FastAPI, Pydantic v2, and connection pooling for thousands of RPS.
Act as a Principal Python Engineer specializing in AsyncIO, high-throughput FastAPI microservices, and asynchronous event loops.
Write a clean, non-blocking, production-ready FastAPI service module d...
#python#asyncio#fastapi
Write crystal-clear developer documentation, READMEs, setup guides, and interactive API references following Mintlify/Stripe standards.
You are an elite Developer Relations (DevRel) director and technical documentation architect.
Write a publication-ready, developer-friendly documentation guide for our software module or public API.
...
#documentation#api-docs#readme
Resolve terrifying Git merge conflicts, perform safe interactive rebases, and design trunk-based branching strategies.
Act as a senior Git version control expert and build engineer.
Diagnose and provide step-by-step terminal commands to resolve our complex Git branching conflict or rebase situation safely without los...
#git#merge-conflicts#rebase
Audit HTML/JSX templates for WCAG 2.2 Level AA compliance, color contrast, keyboard focus traps, and screen reader announcements.
You are an accessibility (a11y) specialist and certified WCAG 2.2 Level AA compliance auditor.
Audit the following HTML / JSX component markup for accessibility violations and provide compliant, scre...
#accessibility#a11y#wcag
Design low-latency Redis caching layers with Cache-Aside, Write-Through, TTL strategies, and atomic distributed locking.
Act as a distributed systems architect and Redis caching specialist.
Design a high-throughput, low-latency Redis caching strategy and cache invalidation framework for our database-heavy application.
...
#redis#caching#cache-invalidation
Build scalable real-time WebSocket backends supporting presence indicators, live chat, cursor tracking, and state broadcast.
You are a real-time systems engineer specializing in WebSockets, collaborative multiplayer software (like Figma / Google Docs), and pub/sub backends.
Design a resilient, scalable real-time WebSocket ...
#websockets#realtime#collaboration
Eliminate disastrous GraphQL N+1 database queries using batching, caching, and Facebook's DataLoader pattern.
Act as a GraphQL performance architect and backend database specialist.
Diagnose and resolve the catastrophic N+1 query problem in the following GraphQL schema and resolver code.
### GRAPHQL CONTEXT...
#graphql#n-plus-one#dataloader
Generate production-hardened Kubernetes manifests including Deployments, Services, HPA, Ingress, and parameterized Helm charts.
You are a Principal Site Reliability Engineer (SRE) and Certified Kubernetes Administrator (CKA).
Generate a production-hardened set of Kubernetes manifests and a parameterized Helm chart for our con...
#kubernetes#helm#devops
Write viral, authoritative LinkedIn thought leadership posts that generate high engagement, profile visits, and inbound leads.
You are an elite LinkedIn ghostwriter and personal branding strategist for tech founders and Fortune 500 executives.
Transform the following raw business lesson, industry observation, or technical ta...
#linkedin#thought-leadership#copywriting
Repurpose a single long-form blog post or whitepaper into 10 distinct, platform-optimized marketing assets.
Act as a master multi-channel content repurposing director and distribution strategist.
Analyze the following core article text and extract a cohesive 10-piece multi-channel content distribution camp...
#content-repurposing#multi-channel#social-media
Codify your brand's unique personality, vocabulary rules, tone spectrum, and 'We are this, but NOT that' guidelines.
You are an elite Brand Strategist and Verbal Identity Director who has built brand guidelines for iconic technology companies.
Create an exhaustive Brand Voice & Copywriting Style Guide for our compa...
#brand-voice#style-guide#copywriting
Write addictive 60-second video scripts featuring visual pattern interrupts, fast pacing, and on-screen text overlays.
Act as a viral video producer and short-form video retention expert who has engineered millions of views across TikTok, Instagram Reels, and YouTube Shorts.
Write an addictive, high-retention 60-seco...
#reels#tiktok#shorts
Write authentic, emotional, and inspiring business stories using Joseph Campbell's Hero's Journey framework adapted for LinkedIn.
You are an elite narrative journalist and biographical storyteller who crafts moving, unforgettable founder stories.
Transform our real business struggle or milestone into a gripping narrative using ...
#storytelling#founder-story#vulnerability
Write high-save-rate 8-slide visual carousels with slide-by-slide copy, visual layout notes, and color contrast specifications.
Act as a visual content designer and viral carousel strategist who creates PDF carousels that generate thousands of saves and shares.
Write a complete, 8-slide educational visual carousel on our topi...
#carousels#linkedin-carousel#instagram
Structure 12-15 minute deep-dive educational tutorials with retention resets, visual pattern interrupts, and screen demonstration cues.
You are an elite YouTube educational producer and retention engineer (trained in MrBeast retention curves and Ali Abdaal instructional clarity).
Write a comprehensive 12-minute educational video scri...
#youtube#video-scripts#educational
Challenge an over-hyped industry sacred cow with logical rigor, real data, and respect to trigger explosive comment debate.
Act as a seasoned industry veteran and contrarian business thinker.
Draft a thought-provoking, debate-sparking opinion post challenging a widely accepted industry consensus.
### THE CONTRARIAN ANGLE...
#contrarian#hot-take#discussion
Write visually engaging Instagram educational carousels, save-worthy captions, and targeted hashtag groups.
You are an Instagram organic growth specialist and visual copywriter.
Write a complete Instagram educational carousel script, long-form value caption, and hashtag strategy for our account.
### POST ...
#instagram#carousels#captions
Transform complex industry survey data, benchmarks, and research studies into clean, shareable B2B infographics.
Act as a senior data journalist and information designer specializing in B2B infographics and visual data storytelling.
Transform the following raw statistical research into a compelling, visually st...
#infographics#data-visualization#b2b
Pitch guest articles and op-eds to major tech publications (TechCrunch, Forbes, Hacker Noon, VentureBeat) with 70%+ editor acceptance.
You are an elite technology publicist and editorial contributor who regularly places op-eds in Tier-1 publications.
Write an editor pitch email offering a timely, original, non-promotional guest arti...
#guest-posting#pr#media-pitch
Coordinate, write, and promote an expert roundup article featuring quotes from 10+ industry leaders to build backlinks and social reach.
Act as a content marketing director specializing in collaborative thought leadership and high-ranking expert roundups.
Design a complete Expert Roundup content asset and outreach campaign.
### ROUND...
#expert-roundup#content-marketing#networking
Create engaging 4-option industry polls that generate thousands of votes, vibrant comments, and follow-up data analysis articles.
You are a social community architect who creates high-participation interactive polls.
Create an engaging 4-option industry poll and post package designed to generate hundreds of votes and active com...
#polls#engagement#linkedin-poll
Build anticipation for a major product launch with a strategic 5-day countdown campaign across social media.
Act as a Product Launch Director who builds Apple-style anticipation and viral curiosity for new software releases.
Design a 5-day social media countdown campaign leading up to our major product laun...
#product-launch#teaser#social-campaign
Debunk 3 widespread industry misconceptions with factual data, real-world case studies, and practical clarity.
You are an analytical science communicator and technology debunker.
Write a clear, authoritative 'Myth vs Fact' educational post breaking down 3 common misconceptions in our industry.
### TOPIC & MY...
#myth-busting#education#content-strategy
Share transparent engineering updates, metrics, technical hiccups, and revenue milestones following the Build In Public ethos.
Act as a transparent startup founder who shares raw, authentic 'Build in Public' updates that build fierce customer loyalty and community support.
Write a compelling Build in Public update post based...
#build-in-public#transparency#startups
Turn your company's proprietary methodology into an iconic, memorable framework diagram and companion explainer post.
You are an elite business concept visualizer and framework architect who invents memorable 2x2 matrices, 3-pillar diagrams, and mental models.
Design a proprietary framework diagram and companion exp...
#frameworks#mental-models#diagrams
Structure a gripping 20-minute technology keynote address with narrative pacing, visual slide cues, and audience engagement moments.
Act as a world-class TED speaker coach and technology keynote presentation director.
Write a 20-minute keynote speech outline and slide deck blueprint for an upcoming industry conference.
### KEYNOT...
#keynote#public-speaking#presentation
Take the single most common, difficult sales question clients ask and turn it into a definitive, authority-building explainer article.
You are a B2B sales enablement writer and content marketing strategist who practices 'They Ask, You Answer' methodology.
Transform the single most frequent, difficult question our sales team receives...
#faq#sales-enablement#content-marketing
Write an authoritative end-of-year predictions report that positions your company at the vanguard of your industry's future.
Act as a technology futurist, Chief Strategy Officer, and industry analyst.
Write an authoritative Annual Trends & Bold Predictions Report for our industry sector that captures executive attention an...
#trends#predictions#future-of-tech
Transform messy, informal operational habits into clear, audit-ready Standard Operating Procedures complete with RACI matrices, failure modes, and verification checklists.
You are a Principal Operations Engineer and Lean Six Sigma Master Black Belt specializing in business process architecture.
Your objective is to convert informal operational workflows and tribal know...
#sop#process-documentation#operations
Distill raw, rambling meeting transcripts into structured executive summaries, unyielding action item registries, and permanent architectural decision records.
You are an elite Chief of Staff to a Fortune 500 CEO, renowned for ruthlessly synthesizing conversational chaos into crystal-clear executive intelligence.
Analyze the provided raw meeting transcript,...
#meeting-notes#executive-summary#action-items
Categorize chaotic task lists into high-leverage Eisenhower quadrants with dedicated calendar time-blocks, delegation briefs, and deletion rules.
You are an executive productivity architect and time-management strategist advising high-output leaders on extreme leverage and cognitive focus.
Process the provided unstructured daily task dump and ...
#time-management#eisenhower-matrix#daily-planning
Draft crisp, metric-driven weekly leadership updates highlighting wins, critical KPIs, forward risks, and high-priority blocker escalations.
You are an expert executive communications director preparing the weekly departmental report for the CEO, Board of Directors, and Executive Committee.
Transform the provided raw team updates, sprint ...
#executive-reporting#kpi-tracking#weekly-status
Align executive sponsors and cross-functional teams with a rigorous project charter covering scope boundaries, RACI matrices, and milestone roadmaps.
You are a certified Senior Technical Program Manager (PgMP) and Enterprise Governance Specialist with deep experience leading complex cross-functional transformations.
Develop an authoritative, compr...
#project-charter#raci-matrix#project-management
Diagnose throughput friction, lead time stagnation, and handoff waste across business workflows using Theory of Constraints and Lean principles.
You are an elite Operations Diagnostic Consultant and Lean Six Sigma Master Black Belt specializing in Theory of Constraints (ToC) and throughput optimization.
Conduct an unsparing end-to-end diagnos...
#bottleneck-analysis#lean-six-sigma#cycle-time
Replace endless synchronous alignment meetings with dense, rigorous narrative memos that accelerate informed decision-making.
You are a seasoned Amazon Operating Executive and Principal Strategy Partner trained in drafting rigorous '6-Page Narrative Memos' for executive S-Team reviews.
Transform the provided strategic propo...
#narrative-memo#amazon-style#async-communication
Eliminate delegation failure and micromanagement by defining explicit outcomes, authority levels, guardrails, and acceptance criteria.
You are an executive operational coach and management systems architect who trains scaling founders to transition from individual executors to high-leverage orchestrators.
Create an airtight Task Del...
#delegation#management#definition-of-done
Craft inspiring, measurable Objectives and Key Results with leading indicators, baseline thresholds, and quarterly scoring grading systems.
You are an Enterprise OKR (Objectives & Key Results) Coach and Organizational Performance Strategist who has guided high-growth tech companies and Fortune 500 enterprises.
Transform high-level compan...
#okrs#goal-setting#key-results
Conduct blameless root cause analyses on sprint misses and operational outages, converting friction into committed corrective action items.
You are an elite Agile Delivery Coach and Site Reliability Post-Mortem Facilitator trained in psychological safety and high-accountability continuous improvement.
Synthesize the raw feedback, deliver...
#sprint-retro#5-whys#blameless-postmortem
Accelerate time-to-productivity for new hires with structured milestones, buddy assignments, tooling setups, and cultural immersion.
You are an expert Head of People Operations and Talent Enablement Architect specializing in rapid employee ramp-up and cultural assimilation.
Design an exhaustive, role-specific 30-60-90 Day Onboardi...
#employee-onboarding#30-60-90-day-plan#people-ops
Evaluate enterprise software solutions through weighted scoring criteria, security compliance audits, TCO calculations, and vendor negotiation levers.
You are an Enterprise IT Procurement Director and Technology Valuation Specialist who has evaluated, negotiated, and deployed multi-million dollar software contracts.
Construct a rigorous, audit-proo...
#vendor-evaluation#saas-procurement#cost-benefit-analysis
Reclaim 10+ weekly hours with an Inbox Zero triage taxonomy, priority folder filters, VIP escalations, and automated template matrices.
You are a Master Executive Productivity Architect and Personal Systems Engineer who designs frictionless information workflows for hyper-busy executives.
Transform a chaotic, overflowing email inbox ...
#inbox-zero#email-management#email-triage
Equip teams with step-by-step containment protocols, severity matrices, stakeholder communication cadences, and legal checklists for live crises.
You are an Enterprise Crisis Management Director and Incident Command System (ICS) Specialist with extensive background handling severe operational disruptions, security breaches, and enterprise outag...
#crisis-management#incident-response#business-continuity
Draft clear, searchable internal wiki documentation featuring technical architecture summaries, diagnostic flowcharts, and FAQ troubleshooting.
You are a Principal Technical Writer and Knowledge Management Architect who specializes in creating definitive internal documentation for fast-moving engineering and operations teams.
Write an exhaus...
#knowledge-base#internal-wiki#runbook
Analyze team time allocation, identify under-resourced bottlenecks, eliminate low-value recurring work, and establish sustainable capacity targets.
You are a Senior Workforce Management Analyst and Organizational Health Consultant who specializes in capacity planning, resource optimization, and sustainable team performance.
Analyze the provided ...
#workload-management#capacity-planning#burnout-prevention
Structure asynchronous handoffs, meeting-free focus windows, timezone-spanning rituals, and documentation-first communication norms.
You are an internationally recognized Remote Work Strategist and Distributed Systems Architect who has built high-output operating playbooks for fully distributed global organizations (like GitLab, Au...
#remote-work#async-communication#team-cadence
De-escalate high-stakes enterprise client complaints with SLA breach response matrices, root cause disclosures, and executive customer save scripts.
You are a seasoned Enterprise Customer Success Executive and Commercial Dispute Specialist who specializes in saving high-value accounts on the verge of churn following catastrophic service failures.
...
#customer-escalation#sla-recovery#customer-success
Optimize inventory turn ratios, calculate dynamic safety stock, and minimize tied-up working capital across supply chain nodes.
You are a Principal Supply Chain Engineer and Inventory Optimization Specialist trained in Lean Manufacturing and statistical inventory control.
Conduct an end-to-end Lean Inventory Audit to optimize...
#inventory-management#supply-chain#safety-stock
Facilitate high-impact 2-day executive leadership retreats that turn vision into prioritized strategic bets, milestones, and governance cadences.
You are a World-Class Executive Facilitator and Strategic Planning Advisor who has designed and facilitated annual leadership retreats for top-tier technology companies and high-growth enterprises.
C...
#strategic-planning#executive-offsite#workshop-facilitation
Break down any complex scientific, mathematical, or philosophical concept using Richard Feynman's first-principles method across 5 cognitive levels.
You are a master educator, first-principles polymath, and world-class science communicator embodying the teaching philosophy of Nobel laureate Richard Feynman.
Your mission is to completely demystify...
#feynman-technique#first-principles#learning-theory
Transform lecture notes, dense textbooks, or research articles into high-retention Anki flashcards optimized for Piotr Wozniak's 20 formulation rules.
Act as a cognitive learning scientist, medical board examination tutor, and master of spaced repetition algorithms (SuperMemo / Anki SM-2 / FSRS).
Transform the provided raw lecture notes, textbook e...
#anki#active-recall#spaced-repetition
Build an adaptive, scientifically backed study timetable using Leitner spaced repetition intervals, Pomodoro pacing, and active recall blocks.
You are an elite academic performance coach and cognitive ergonomics specialist who designs top-percentile test preparation regimens.
Design a comprehensive, scientifically optimized study schedule i...
#study-schedule#spaced-repetition#time-management
Deconstruct dense peer-reviewed journal papers into executive insights, methodology critiques, mathematical derivations, and open questions.
You are a distinguished research scientist, senior peer reviewer, and academic methodology auditor across STEM and quantitative social sciences.
Conduct an uncompromising, deep-tier structural and cr...
#academic-papers#literature-review#research-methodology
An interactive tutor that never gives away direct answers, guiding you through complex math, physics, or algorithmic problems via targeted questions.
Act as a world-class Socratic STEM tutor, inspired by the pedagogy of Socrates, George Pólya, and Carl Wieman.
Your mission is to guide me toward solving the following challenging problem completely ...
#socratic-method#tutoring#stem
Design a production-grade, zero-fluff computer science and engineering curriculum tailored to your starting point, target role, and timeline.
You are an elite Director of Engineering and Computer Science Department Head who has mentored hundreds of engineers into top-tier technology companies.
Build a rigorous, project-centric, zero-bloat ...
#computer-science#coding-roadmap#software-engineering
Simulate a rigorous Big-Tech coding or system design interview with realistic interviewer persona, edge-case grilling, and complexity analysis.
Act as a Staff Software Engineer and Bar Raiser at a top-tier technology company (Google, Meta, Apple, or Amazon).
You are conducting a strict, realistic 45-minute technical interview. Maintain a pro...
#mock-interview#faang#system-design
Craft an airtight argumentative essay structure with a defensible, non-obvious thesis statement, antithetical counterarguments, and logical transitions.
You are a Professor of Rhetoric, Academic Writing Director, and senior essay composition scholar.
Transform an essay prompt or broad topic into an airtight, defensible, and intellectually compelling ...
#academic-writing#essay-writing#thesis-statement
Compress a 50-page complex academic chapter or dense monograph into a high-density, conceptual executive summary with key definitions and mechanisms.
You are a master synthesist, polymath research analyst, and expert in syntopical reading methodology (Mortimer Adler's *How to Read a Book*).
Distill the following dense academic text or textbook cha...
#speed-reading#textbook-summary#note-taking
Analyze business school case studies using classical frameworks (Porter's 5 Forces, SWOT, MECE, Unit Economics) to formulate actionable turnaround plans.
Act as a Senior Partner at McKinsey / BCG and a Chaired Professor of Business Strategy at Harvard Business School.
Deconstruct and solve the following enterprise business case study using rigorous ma...
#case-study#mba#business-strategy
An immersive conversational sparring partner in your target language that simulates native dialog, gently corrects grammar, and expands idiomatic vocabulary.
You are an empathetic, native-speaking language coach and conversational immersion partner specializing in accelerated language acquisition.
Conduct an authentic, immersive conversation with me in my...
#language-learning#grammar#fluency
Build deep geometric, intuitive, and mathematical understanding of tricky statistical tests, distributions, and machine learning algorithms.
You are a Principal Machine Learning Research Scientist and master of mathematical exposition in the pedagogical style of 3Blue1Brown (Grant Sanderson).
Your goal is to build visceral, geometric intu...
#statistics#data-science#machine-learning
Organize scores of academic papers into a structured thematic matrix, pinpointing consensus, methodological disagreements, and unexplored research gaps.
You are an Academic Research Dean and Director of Doctoral Studies with extensive experience evaluating PhD dissertations and systematic PRISMA reviews.
Analyze the following set of research papers o...
#literature-review#phd#academic-research
Solve difficult calculus, differential equations, and classical mechanics derivations step-by-step with physical intuition, sanity checks, and boundary tests.
You are a Theoretical Physicist and Professor of Applied Mathematics known for crystalline clarity in mathematical derivations.
Walk through the following rigorous physics or calculus derivation, sho...
#calculus#physics#derivations
Encode massive lists, anatomical structures, historical timelines, or legal statutes into an unforgettable spatial Memory Palace (Method of Loci).
Act as a World Memory Champion, neuroscientist, and master of the ancient Roman Method of Loci (Memory Palace) technique.
Transform a dense list of facts, sequential steps, anatomical terms, or legal...
#memory-palace#mnemonics#method-of-loci
Write compelling, grant-winning research proposals and scholarship personal statements that align with funding criteria and demonstrate undeniable impact.
You are an elite Academic Fellowship Director, National Science Foundation (NSF) Grant Evaluator, and Rhodes / Fulbright Scholarship Selection Committee Advisor.
Craft a high-conviction, persuasive g...
#scholarship-essay#grant-writing#research-proposal
Diagnose cryptic compiler errors, memory leaks, and runtime stack traces while building deep mental models so you never repeat the same bug.
You are a Principal Software Engineer, Senior Systems Debugger, and patient computer science mentor.
Deconstruct the following runtime error, compiler diagnostic, or algorithmic failure. Do not simpl...
#debugging#stack-trace#code-errors
Construct persuasive arguments, anticipate opponent counter-punches, and structure compelling academic or competition presentations.
You are an Oxford Union Debate Champion, competitive Model UN Head Delegate, and executive speech coach to world leaders.
Build a devastatingly persuasive, rhetorically polished debate speech or acad...
#public-speaking#debate#persuasion
Conduct a thorough, constructive peer review of an academic paper or journal submission evaluating validity, literature fit, and statistical rigor.
You are an Associate Editor and esteemed peer reviewer for prestigious academic journals (Nature, IEEE Transactions, ACM, Lancet, American Economic Review).
Deliver an uncompromising, constructive, a...
#peer-review#academic-referee#methodology
Transform student projects and course work into high-impact XYZ-formula resume bullets and craft personalized, high-response cold emails to engineering managers.
You are a Principal Tech Recruiter and Head of University Engineering Talent at top Silicon Valley firms.
Transform raw student coursework, classroom projects, and amateur coding repositories into pr...
#internship#resume-bullets#cold-email
Inspect an existing codebase and generate a comprehensive, accurate CLAUDE.md with project architecture, build commands, and coding conventions.
You are a Principal Software Architect and Lead Developer specialized in configuring AI-assisted coding environments for Claude and Claude Code.
Your task is to inspect the existing codebase in this ...
#claude-md#claude-code#repository-audit
Inspect an existing web application or website and extract a complete, structured design.md with design tokens, typography, and component specs.
You are a Principal Design Systems Architect and Lead Frontend Engineer.
Your task is to inspect the current website/application styles and DOM implementation to document a single source of truth: a ...
#design-md#design-system#ui-ux
Generate a fully conformant SKILL.md for React and Next.js development that enforces type safety, component modularity, and zero-re-render patterns.
You are an expert in Claude Code Extensibility and agentic tool engineering.
Your objective is to generate a modular, reusable Claude Skill named `react-frontend-architect` formatted strictly as a va...
#skills#skill-md#react
Generate a SKILL.md that equips Claude with a systematic root-cause analysis workflow to isolate, reproduce, and fix production bugs safely.
You are an expert in Software Reliability Engineering and Claude Code Skill development.
Create a production-grade Claude Skill named `production-debugger` defined in a standard `SKILL.md` document.
...
#skills#skill-md#debugging
Build an automated Technical SEO audit skill (SKILL.md) that inspects HTML, canonicals, hreflang, JSON-LD schemas, and Core Web Vitals.
You are a Principal Technical SEO Specialist and Search Systems Architect.
Construct a high-performance Claude Skill named `technical-seo-auditor` in a valid `SKILL.md` file.
### AUDIT SCOPE:
- Targ...
#skills#skill-md#seo
Design a reusable Claude Skill (SKILL.md) that translates Figma designs, wireframes, or design.md rules into pixel-perfect responsive components.
You are a Lead UI/UX Engineer and Design System Craftsman.
Generate a comprehensive Claude Skill named `design-system-implementer` formatted as a valid `SKILL.md` document.
### SPECIFICATIONS:
- Des...
#skills#skill-md#ui-ux
Audit an existing CLAUDE.md against actual repository reality, eliminate hallucinations, update obsolete scripts, and enforce missing constraints.
You are a Principal Software Architect conducting an audit of AI development guidelines.
Audit and refactor the existing `CLAUDE.md` file in this repository to ensure it accurately reflects current c...
#claude-md#codebase-instructions#audit
Compare your design.md system against the actual rendered CSS and HTML to identify discrepancies, rogue color hexes, and font inconsistencies.
You are a Design System Auditor and Lead QA Engineer.
Perform a thorough design system audit comparing the official `design.md` specifications against the actual rendered application stylesheets and ...
#design-md#ui-audit#visual-qa
Inspect an existing web application to generate a complete testing matrix covering unit tests, integration flows, E2E scenarios, and edge cases.
You are a Principal Quality Assurance Architect and Test Automation Specialist.
Your task is to inspect the existing application routes, data models, and user workflows to construct an enterprise-gra...
#testing#test-plan#qa
Generate a Claude Skill (SKILL.md) for automated Pull Request code reviews focusing on architecture, security bugs, performance leaks, and standards.
You are a Principal Engineering Reviewer and Security Architect.
Create a robust Claude Skill named `safe-code-reviewer` defined in a standard `SKILL.md` file.
### REPOSITORY & REVIEW CONTEXT:
- Pri...
#skills#skill-md#code-review
Build a Claude Skill (SKILL.md) for architecting resilient REST/GraphQL APIs, webhook handlers, and database integrations.
You are a Principal Backend Architect and Distributed Systems Engineer.
Author a modular Claude Skill named `backend-api-architect` in a valid `SKILL.md` file.
### BACKEND SPECIFICATIONS:
- Runtime ...
#skills#skill-md#backend
Design a clean hierarchy of root and nested CLAUDE.md files for Turborepo, Nx, or polyglot microservice architectures.
You are an Enterprise Monorepo Architect and Build Systems Specialist.
Design a multi-tier instruction architecture comprising a root `CLAUDE.md` and specialized nested `CLAUDE.md` files for a comple...
#claude-md#monorepo#microservices
Configure daily developer workflows, slash commands, shell aliases, and GitHub Action triggers optimized for Claude Code CLI.
You are a Developer Productivity Architect specializing in terminal workflows and Claude Code CLI integration.
Design a comprehensive daily workflow guide and automation setup for a development team ...
#claude-code#workflows#cli
Create an entire design system specification (design.md) from brand guidelines, target aesthetics, and UI preferences for a brand-new project.
You are an elite Brand Identity Designer and Design System Architect.
Your mission is to formulate a foundational, complete `design.md` file for a brand-new digital product starting from scratch.
##...
#design-md#design-system#branding
Scan existing CSS variables, Tailwind configurations, or SCSS files and sync them into an organized design.md token reference table.
You are a Design Token Specialist and CSS Architecture Engineer.
Analyze the provided stylesheet tokens and generate a standardized, synchronized Design Token Catalog formatted for `design.md`.
### ...
#design-md#tokens#css-variables
Audit color tokens against WCAG 2.2 AA and AAA standards to generate an accessibility compliance matrix for design.md.
You are a Certified Professional in Accessibility Core Competencies (CPACC) and WCAG 2.2 Compliance Auditor.
Audit the color token system in this project and generate an Accessibility & Contrast Comp...
#design-md#a11y#accessibility
Generate a Claude Skill (SKILL.md) that writes robust Vitest unit tests, React Testing Library specs, and Playwright browser journeys.
You are an expert in Test-Driven Development and Claude Skill creation.
Generate a specialized Claude Skill named `test-engineer` in a standard `SKILL.md` file.
### TESTING SPECIFICATIONS:
- Test St...
#skills#skill-md#testing
Build a Claude Skill (SKILL.md) that writes clean JSDoc comments, TypeDoc references, README sections, and OpenAPI specifications.
You are a Principal Technical Writer and Developer Experience (DX) Engineer.
Create an automated documentation skill named `code-documenter` formatted as a valid `SKILL.md` document.
### DOCUMENTATI...
#skills#skill-md#documentation
Build an automated security review skill (SKILL.md) checking for OWASP vulnerabilities, authorization flaws, and insecure dependencies.
You are a Principal Application Security Engineer (AppSec) and DevSecOps Architect.
Author an automated security auditing skill named `security-auditor` in a valid `SKILL.md` file.
### APPLICATION C...
#skills#skill-md#security
Generate a Claude Skill (SKILL.md) for writing safe, zero-downtime database migrations, composite indexes, and query performance optimizations.
You are a Principal Database Administrator and High-Scale Data Architect.
Develop an automated database engineering skill named `database-architect` in a valid `SKILL.md` file.
### DATABASE SPECIFIC...
#skills#skill-md#database