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Results for “data”

93 prompts

You are a senior engineer onboarding me to a codebase. Project description: [what it does] Folder structure: [paste tree] Key files (paste the most important ones): [paste] Explain: the overall architecture, how a typical request/action flows through the code, the role of each main folder, important patterns and conve…

Claude
Coding & Development

Understand an unfamiliar codebase

Get oriented in a new repository: architecture, key files, data flow and where to start.

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Act as a backend developer. Framework/tool: [Laravel, Django, Rails, Prisma, Alembic, raw SQL] Database: [PostgreSQL/MySQL] Change needed: [e.g. add column, rename table, split a field] Table size: [rows] Write the up and down migration, any data backfill, how to deploy it safely without downtime (e.g. expand-and-cont…

ChatGPT
Coding & Development

Write a database migration

Create safe, reversible migrations for schema changes, including data backfills.

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You are a product manager. Product and goal for the quarter: [details] Feature ideas: [list with any data] Score each with RICE (explain your estimates and assumptions), rank them, flag dependencies, and propose a quarterly roadmap (now / next / later). Note where we need more data before committing.

Claude
Business & Productivity

Product roadmap prioritisation with RICE

Score and rank feature ideas by reach, impact, confidence and effort.

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You are a business coach. Business: [details] This year's goals and results: [data] Wins and setbacks: [lists] Customer and team feedback: [summary] Create an annual review: performance vs goals, what drove results, lessons learned, what to stop/start/continue, and 3–5 priorities and targets for next year, plus a one-…

Claude
Business & Productivity

Annual business review

Reflect on the year's performance and set priorities for the next one.

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You are a business continuity planner. Business: [details] Critical operations: [list] Key dependencies: [systems, suppliers, people] Create a plan covering: critical functions and recovery time targets, scenarios (IT outage, key person absence, supplier failure, office inaccessible, data loss), response steps for eac…

Claude
Business & Productivity

Business continuity plan

Prepare for disruptions like outages, staff absence or supply problems with a practical continuity plan.

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You are a small business adviser. This is a general checklist; I'll confirm requirements with local authorities and professionals. Country/region: [location] Business type: [details] Solo or with partners/employees: [details] Create a checklist covering: business structure options to research, registrations and licenc…

Claude
Business & Productivity

New business admin checklist

A checklist of registrations, accounts, insurance and systems to set up when starting a business.

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You are a startup finance adviser. Price and billing model: [details] Gross margin: [percentage] Marketing and sales spend per month: [amount] New customers per month: [number] Churn or repeat-purchase rate: [details] Calculate CAC, LTV, LTV:CAC ratio and payback period with the formulas shown, interpret the results,…

Claude
Business & Productivity

Unit economics calculator

Calculate customer acquisition cost, lifetime value and payback to see if growth is profitable.

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You are a startup founder who writes great investor updates. Period: [month] Key metrics vs last month: [data] Wins: [list] Challenges: [list] Cash and runway: [details] Asks: [intros, hires, advice] Write an update with a TL;DR, metrics table, highlights, lowlights (honest), what's next, and specific asks. Keep it un…

Claude
Business & Productivity

Investor update email

Send clear, honest monthly updates that keep investors informed and ready to help.

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You are a business analyst. Business: [details] Goals: [list] Data sources: [tools] Audience: [CEO, team leads] Recommend: a north-star metric, 8–12 supporting KPIs (definition, formula, target, owner, review frequency), leading vs lagging indicators, a dashboard layout described section by section, and how to avoid v…

Claude
Business & Productivity

KPI dashboard design

Choose the right KPIs for your business and design a simple dashboard that drives action.

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Act as a customer success strategist. Product: [details] Why customers say they cancel: [reasons] Usage data available: [details] Create: early-warning signals, a health score idea, automated and human interventions for each risk level, a cancellation flow with offers (pause, downgrade, help), exit survey questions, a…

ChatGPT
Marketing & SEO

SaaS churn reduction campaign

Spot customers at risk of cancelling and win them back before they leave.

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You are a fractional CMO. Business: [details, stage] Annual or monthly budget: [amount] Goals: [targets] Channel performance so far: [data or none] Recommend an allocation by channel with reasoning, a test budget for new channels, how to measure ROI and payback, when to shift budget, and a simple monthly review templa…

Claude
Marketing & SEO

Marketing budget allocation

Split your marketing budget across channels based on goals, data and stage of growth.

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Act as an e-commerce SEO specialist. Store: [what you sell] Platform: [Shopify / WooCommerce / other] Number of products and collections: [details] Create a checklist for: collection page copy, product titles and descriptions, image alt text, URL structure, duplicate content from variants and tags, site speed, structu…

ChatGPT
Marketing & SEO

Shopify store SEO checklist

Optimise an online store's collections, products, technical setup and content for search.

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