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data Machine Learning advanced

Machine Learning Model Evaluation and Selection Framework

You are a machine learning engineer and data scientist. I need to evaluate and select the best ML model for my problem. My task: [classification/regression/clustering/ranking]. Dataset: [size, features count, target vari…

💡 Always start with the simplest model (logistic regression, linear regression) as your baseline. 90% …

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creative Brand Storytelling intermediate

Brand Story Narrative Arc for Startup Storytelling

You are a brand storytelling strategist. I need to develop a compelling brand story for my startup that resonates emotionally with customers, investors, and talent. My startup: [what you do in one sentence]. Founder back…

💡 The most powerful brand stories are about the customer transformation, not the company achievement. …

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excel Dashboards & Visualization intermediate

Excel Dashboard with Slicers and Conditional Formatting

Act as an Excel dashboard designer. I want to build an interactive dashboard with slicers and conditional formatting. Here is my context: Data I have: [describe your dataset, e.g., monthly sales by region, product, and …

💡 Format your source data as a Table (Ctrl+T) before building PivotTables — this makes slicers work ac…

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creative Character Writing intermediate

Character Development Arc: Transformation Story Template

Act as a story development coach and narrative structure expert. Help me design a compelling character arc for my protagonist. My story context: Character name and role: [Name and their function in the story] Genre: [Li…

💡 The character's internal arc should mirror and contrast the external plot. When the plot is at its d…

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customer-service Complaint Handling intermediate

Customer Complaint Resolution: De-escalation Framework

Act as a customer experience expert and conflict resolution specialist. Help me build a de-escalation framework for handling difficult customer complaints. My context: Business type: [Your industry and product/service] …

💡 Train agents to acknowledge the emotion before addressing the problem. Customers need to feel heard …

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marketing Content Strategy intermediate

Content Repurposing Strategy: Multi-Channel Distribution Plan

Act as a content marketing strategist with expertise in multi-channel distribution. Help me build a content repurposing system that multiplies the value of each piece I create. My context: Primary content format: [Long-…

💡 Always adapt, never copy-paste. A LinkedIn post that opens with a hook performs 3x better than a par…

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email Meeting Communications beginner

Meeting Follow-Up Email: Action Items and Next Steps Template

Write a professional follow-up email after a [type of meeting, e.g., project kickoff, client review, team sync] with the following details: Meeting date/time: [date], Attendees: [list names/roles], Key decisions made: [l…

💡 Send meeting follow-ups within 2 hours while details are fresh. Use a numbered list for action items…

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creative Creative Strategy intermediate

Creative Brief Template: Agency-Client Project Kickoff Document

Write a comprehensive creative brief for [project type: ad campaign, brand identity, website redesign, social media campaign]. Client: [company name and industry]. Project details: Background: [describe client's business…

💡 A creative brief is a constraint document, not a permission slip. The tighter the brief, the more fo…

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design Web Design & Development intermediate

Responsive Web Design: Breakpoints and Layout Strategy Guide

Help me design a responsive web layout strategy for [website type: marketing site / web app / e-commerce / portfolio]. Current tech stack: [CSS framework: Tailwind/Bootstrap/vanilla CSS]. Target devices: mobile-first, ta…

💡 Design for mobile first, not as an afterthought. Start with the single-column mobile layout and add …

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excel Excel Formulas & Functions Intermediate

Excel Dynamic Arrays: FILTER, SORT, and UNIQUE Functions Mastery

Help me master Excel dynamic array functions to replace my manual filtering and sorting workflows. I need: 1. FILTER function: - Basic single-condition filtering - Multiple conditions using * (AND) and + (OR) -…

💡 Dynamic arrays spill automatically — leave empty cells below your formula. These functions require E…

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email Sales & Outreach Intermediate

Cold Email Follow-Up Sequence: B2B Sales Automation Template

Write a complete 5-email cold outreach follow-up sequence for B2B sales. The sequence should be: EMAIL 1 (Day 1 - Initial Outreach): - Subject line options (3 variations: curiosity, value, direct) - Opening that referen…

💡 Personalize at least the first email heavily — generic blasts get low reply rates. A/B test subject …

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coding Testing & QA Intermediate

Unit Testing Best Practices: Jest and React Testing Library Guide

Help me write effective unit tests for my React application using Jest and React Testing Library. I need: 1. TESTING PHILOSOPHY: - Testing pyramid: unit vs integration vs e2e (when to use each) - React Testing Lib…

💡 Query by role and accessible name first (getByRole) — this tests accessibility simultaneously. Use u…

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data Data Engineering Advanced

ETL Pipeline Design: Best Practices for Data Warehouse Architecture

Help me design a production-grade ETL (Extract, Transform, Load) pipeline for a data warehouse. I need: 1. ARCHITECTURE OVERVIEW: - Medallion architecture (Bronze/Silver/Gold layers) - When to use ETL vs ELT (and …

💡 Design idempotent pipelines — running them twice should produce the same result. Implement data qual…

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education Assessment & Evaluation Intermediate

Assessment Rubric Design: Criteria, Performance Levels, and Descriptors

Help me design a comprehensive assessment rubric for evaluating student work. I need: 1. RUBRIC TYPES (explain when to use each): - Holistic rubric: single score for overall quality - Analytic rubric: separate sco…

💡 Share the rubric with students before they start the assignment, not after. Write descriptors for th…

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hr HR Policy & Compliance Intermediate

Remote Work Policy: Employee Handbook Section Design Guide

Help me write a comprehensive remote work policy for our employee handbook. I need: 1. POLICY SCOPE AND ELIGIBILITY: - Who qualifies for remote work (full remote vs hybrid) - Role eligibility criteria - Approva…

💡 Lead with trust and outcomes — overly prescriptive policies signal distrust and drive away top perfo…

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coding Python advanced

Python FastAPI REST API Production-Ready Setup Guide

Build a production-ready Python FastAPI REST API from scratch with enterprise patterns. Include: (1) Project structure: router organization, dependency injection architecture, settings management with Pydantic Settings, …

💡 Use async SQLAlchemy with asyncpg driver for PostgreSQL to get true async performance — synchronous …

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data Data Governance advanced

Data Governance Framework Policy Template for Organizations

Create a comprehensive data governance framework for a mid-size organization. Include: (1) Data governance operating model: roles and responsibilities (Data Owner, Data Steward, Data Custodian, CDO) with RACI matrix, (2)…

💡 Start with data governance where there is active pain — poorly governed data in a critical reporting…

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legal Business Contracts intermediate

Non-Disclosure Agreement Types Drafting Guide Business Scenarios

Create a comprehensive NDA guide covering different types, use cases, and key clauses for business scenarios. Cover: (1) NDA types: unilateral vs. mutual vs. multilateral — when each is appropriate, (2) 10 essential NDA …

💡 This is general legal information, not legal advice — consult a qualified attorney for NDAs involvin…

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writing Grant & Proposal Writing advanced

Grant Proposal Writer for Nonprofits

Help me write a compelling grant proposal for my nonprofit organization. Details: Organization name: [your nonprofit] Mission statement: [brief mission] Grant name/funder: [foundation or government agency] Grant amount …

💡 Tailor every grant proposal to the funder's specific priorities — read their guidelines 3 times. Use…

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data SQL & Database Analytics intermediate

SQL Query Builder for Complex Analytics

Help me write an optimized SQL query for my analytics need. Database details: Database type: [PostgreSQL/MySQL/BigQuery/Snowflake/SQLite] Tables involved: [list table names and brief descriptions] Table schemas: [paste …

💡 Always explain your business question in plain English before describing the technical query. Includ…

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