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Prompt & Skill Introduction

Curated AI prompts for business, creative, and technical use cases.
The Budget Optimizer: Model Short-Term Savings vs Long-Term Impact Before Cutting Any Line Item
Claude Opus 4.8 or GPT-5Startups & BusinessYour company entered a cost-reduction cycle and your VP asked you to find 20-25% savings in your department budget. You have 48 hours before the leadership review, a spreadsheet with 30 line items, and no formal framework for distinguishing safe cuts from dangerous ones.

The Budget Optimizer: Model Short-Term Savings vs Long-Term Impact Before Cutting Any Line Item

Most budget cuts are made on raw numbers, not impact analysis. This prompt gives you a CFO-level framework that models what each cut actually costs long-term — before you eliminate anything you will regret.

strategystartup
The Newsletter Issue Architect: Turn Your Bullet Notes Into a Ready-to-Send Issue
Claude Sonnet 4.6Software & AppsYou have 45 minutes before your weekly newsletter is due. Your notes are a mess of half-formed bullets from five browser tabs and a Notion doc. The prompt takes your raw material and turns it into a complete, voice-consistent issue — opening hook, commentary on each item, and a closing that ties everything together.

The Newsletter Issue Architect: Turn Your Bullet Notes Into a Ready-to-Send Issue

A structured AI prompt that transforms your raw weekly notes into a complete, voice-consistent newsletter issue — opening hook, item commentary, and closing — in under 10 minutes.

productivitywriting
Build Your Promotion Case in 30 Minutes With This Self-Advocacy Prompt
Claude Opus 4.8 or GPT-5Artificial IntelligenceYou have a performance review or promotion conversation coming up in the next 4-8 weeks. You have a mental list of things you have accomplished this year, but no structured way to present them as a case for advancement — and no idea how to frame your future value in the language your organization uses to make level decisions.

Build Your Promotion Case in 30 Minutes With This Self-Advocacy Prompt

Most capable people lose promotions not because they underperform but because they cannot articulate their value in the language organizations use to make advancement decisions. This prompt builds a complete, manager-ready promotion case document from your own notes in a single pass.

Careerperformance-review
The Architecture Decision Record Writer: Document Any Technical Choice With Full Context and Tradeoffs
Claude Sonnet 4.6 or GPT-5.5 (any frontier model with long context)Developer ToolsYour team just decided to switch your mobile API from REST to GraphQL after a performance review, and the lead architect is leaving for three weeks tomorrow. You need a complete decision record committed to the repo before institutional memory walks out the door.

The Architecture Decision Record Writer: Document Any Technical Choice With Full Context and Tradeoffs

Most engineering teams make dozens of significant technical decisions every year and document almost none of them. This prompt generates a complete Architecture Decision Record — the format senior engineers and tech leads use to capture why a decision was made, what was considered, and what it means for future work.

software-designcoding
Survey Intelligence Analyzer: Turn Raw Responses Into Insights and Action Plans
Claude Opus 4.7 or GPT-5.5 (works with any frontier model)Data AnalysisYou ran a 200-person customer satisfaction survey after your product launch and have a spreadsheet of responses — NPS scores, feature ratings, and 80 open-ended comments. You need a structured analysis ready for a board meeting in two hours.

Survey Intelligence Analyzer: Turn Raw Responses Into Insights and Action Plans

Most survey results die in a spreadsheet. This prompt turns raw responses into a structured executive report — with statistical patterns, sentiment analysis, key themes, and prioritized recommendations your team can act on.

prompt-engineeringdata analysis
Turn Any Software Renewal Into a Negotiation Win With This Procurement Brief Prompt
Claude Sonnet 4.6 / GPT-5.4 (also works well with Gemini 2.5 Pro)Startups & BusinessYour primary project management tool renewal lands next month. The account manager just emailed about 'updated pricing for FY27.' You have a call in two days, no prep done, and the contract is $60,000/year. Fill in the brackets and run this prompt — you will have a full negotiation brief before the call.

Turn Any Software Renewal Into a Negotiation Win With This Procurement Brief Prompt

Walk into any vendor renewal call with a complete strategy: leverage points, BATNA, opening script, and a three-tier negotiation ladder — all generated from a 2-minute prompt.

5 Ad Copy Variants With A/B Test Hypotheses — From a Single Prompt
Claude Sonnet 4.6 / GPT-5.4marketingYou are launching a paid campaign for a new product next week and need five distinct ad copy variants across Google and Meta — each testing a different creative angle — so your media buyer can run structured A/B tests and optimize spend based on what is actually being measured, not gut feel.

5 Ad Copy Variants With A/B Test Hypotheses — From a Single Prompt

Most ad campaigns waste budget because variants have no clear test hypothesis. This prompt generates five platform-ready ad copy variants for Google, Meta, or LinkedIn — each testing a different variable, with a built-in hypothesis so your media buyer knows exactly what to optimize.

google-adsmarketing
Turn Your Rough Work Notes into Polished Performance Review Bullets
Claude Sonnet 4.6CareerYou have your mid-year or annual performance review due in 48 hours. You have a messy Notion doc full of project names, a few Jira ticket summaries, and a vague memory of "fixing a lot of bugs." You need to turn this into 8–12 polished bullets that make your work legible to an HR calibration committee who will never read the PRs.

Turn Your Rough Work Notes into Polished Performance Review Bullets

Stop staring at a blank performance review form. This prompt takes your rough notes about what you did this year and rewrites them as quantified, impact-first bullets using the XYZ formula — the format managers and HR actually remember.

productivityCareer
The Research Synthesizer: Find What Sources Agree On, Dispute, and Leave Unanswered
Claude Sonnet 4.6 / GPT-5 / Gemini 3.5 FlashlearningYou have pulled together 4–7 articles, papers, or reports on a topic before writing a brief, making a decision, or presenting to stakeholders — and you need to understand the actual state of evidence across them, not just what each article says on its own.

The Research Synthesizer: Find What Sources Agree On, Dispute, and Leave Unanswered

Stop reading sources one-by-one and ending up holding whichever conclusion you read last. This prompt maps the actual state of evidence across multiple sources — agreements, genuine disputes, unique contributions, and open gaps.

analysislearning
The API Integration Spec: Turn Any Third-Party API Into a Production-Ready Implementation Plan
Claude Sonnet 4.6 or GPT-5Developer ToolsA backend developer is wiring up a new payment provider integration before a Monday demo. She has the API docs open but needs to make sure she is not missing the error handling edge cases or webhook verification details that will cause production incidents later.

The API Integration Spec: Turn Any Third-Party API Into a Production-Ready Implementation Plan

A structured prompt that generates a complete integration spec for any API — covering auth setup, the exact call sequence, error handling per code, rate limits, webhook verification, and a pre-launch testing checklist.

developer toolsai-prompts
Map Any Competitor's Strategy in 15 Minutes With This Structured Intelligence Brief
Claude Opus 4.8Startups & BusinessA product manager is heading into a quarterly strategy review tomorrow and needs to brief leadership on why a competitor just won three of their top prospects — and what to do about it. She has 20 minutes to prepare.

Map Any Competitor's Strategy in 15 Minutes With This Structured Intelligence Brief

A structured prompt that turns publicly available information about any competitor into a five-section strategic brief: positioning, product gaps, vulnerabilities, likely moves, and your response playbook.

ai-promptsproduct-strategy
Stakeholder Update Writer: Turn Messy Project Notes Into a Clear Status Email
Claude Sonnet 4.6 / GPT-5 / Gemini 3.5 FlashWriting & CommunicationYou have 20 minutes before the weekly stakeholder update is due, and your project notes are scattered across three Slack channels, a half-finished Notion page, and your head. You know what happened this week — but translating raw project reality into a clean, appropriately calibrated email for a mixed audience of executives, engineers, and an external client takes longer than it should. This prompt does the structural heavy lifting so you can spend your time editing and verifying rather than drafting from scratch.

Stakeholder Update Writer: Turn Messy Project Notes Into a Clear Status Email

A structured prompt that converts your scattered bullet points, Slack snippets, and meeting notes into a polished weekly status update — calibrated to your audience's seniority, your project's phase, and the level of detail that actually gets read.

prompt-engineeringproductivity