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Prompt & Skill Introduction

Curated AI prompts for business, creative, and technical use cases.
The Headline Hook Generator: Turn One Topic Into 20 Labeled Psychological Triggers
Claude Opus 5 (strong at generating genuinely distinct psychological angles rather than superficial rewordings of the same hook); GPT-5.4 and Gemini 3 Pro also work well, though Claude tends to produce more varied trigger coverage without a follow-up prompt asking it to differentiate further.marketingYou're a content marketer at a B2B SaaS company with 45 minutes before Monday's content calendar meeting. You need headline options for next week's blog post launch, but the three drafts you've already written all sound like slight rewordings of the same idea.

The Headline Hook Generator: Turn One Topic Into 20 Labeled Psychological Triggers

A structured prompt that produces 20 headline variants grouped across six psychological triggers — curiosity gap, specificity, loss aversion, contrarian framing, urgency, and identity — each labeled with why it fits your audience.

marketingcopywriting
Test Coverage Auditor: Turn Any Function Into a Complete pytest Suite Before Code Review
Claude Opus 5 (best for reasoning through non-obvious edge cases and generating well-structured test code); also works well with GPT-5.4 or Gemini 3 Pro for most languages, though Claude tends to catch more subtle edge cases in code-review-style tasks.Developer ToolsYou're a backend developer at a mid-size e-commerce company. You just finished writing a discount-calculation function for the checkout flow, code review is in 20 minutes, and you haven't written a single test yet.

Test Coverage Auditor: Turn Any Function Into a Complete pytest Suite Before Code Review

A structured prompt that turns a function and its calling context into happy-path, edge-case, error-scenario, and integration tests — plus a note on what real bug each test would catch.

testingdeveloper tools
The Manager Feedback Decoder: Turn Vague Performance Feedback Into a Concrete Action Plan
Works well with any strong reasoning model — Claude Opus 4.8, GPT-5.4, or Gemini 3 Pro. This task benefits from a model that generates multiple plausible interpretations rather than converging early on one guess — if a response feels too confident after only one pass, explicitly ask it to generate at least two alternative readings before continuing.CareerYou just left a performance review or 1:1 with feedback like 'be more strategic' or 'show more executive presence' — phrases that sound important but give you no idea what to actually change before the next review cycle.

The Manager Feedback Decoder: Turn Vague Performance Feedback Into a Concrete Action Plan

A prompt that generates multiple concrete interpretations of ambiguous feedback like 'be more strategic,' identifies the most likely one, and builds a measurable 30-60-90 day plan.

Careercommunication
The Decision Matrix Builder: Turn a Multi-Option Decision Into a Weighted, Defensible Recommendation
Works well with any strong reasoning model — Claude Opus 4.8, GPT-5.4, or Gemini 3 Pro. The sensitivity-analysis step (identifying which reweighted criterion would flip the recommendation) requires holding multiple weighted scenarios in mind simultaneously, so avoid smaller or faster models for this task — ask the model to show its work step by step rather than just stating a final ranking.productivityYou're facing a decision with three or more viable options — a vendor selection, an infrastructure migration path, a hiring choice between finalists, a build-versus-buy call — and need to present a recommendation that will hold up when a skeptical stakeholder asks why you didn't pick a different option.

The Decision Matrix Builder: Turn a Multi-Option Decision Into a Weighted, Defensible Recommendation

A structured decision-analysis prompt that scores every option against weighted criteria, flags fragile recommendations, and includes the strongest counter-argument against its own conclusion.

productivitydecision-making
The Equity Offer Decoder: Turn Confusing Stock Compensation Into a Real Negotiation Position
Works well with any strong reasoning model — Claude Opus 4.8, GPT-5.4, or Gemini 3 Pro all handle the vesting-schedule math and present-value comparisons reliably. This task is arithmetic-heavy (strike price, vesting cliffs, dilution estimates), so double-check the model's math on the actual numbers rather than trusting it blindly — ask it to show its work step by step rather than just stating a final comparison figure.finance-negotiationYou've received a job offer from a private company that includes a mix of base salary and stock options or RSUs, and the recruiter's pitch emphasized the equity's potential upside without giving you a clear way to compare it against your current compensation or a competing cash-heavy offer.

The Equity Offer Decoder: Turn Confusing Stock Compensation Into a Real Negotiation Position

A compensation-analysis prompt that models realistic downside, base, and upside scenarios for a stock or option grant — instead of the optimistic single number most job offers lead with.

CareerNegotiation
The World-Building Consistency Bible: Turn Scattered Story Notes Into a Structured Canon Document
Works best with strong long-context reasoning models — Claude Opus 4.8 or Gemini 3 Pro handle cross-referencing dozens of scattered notes reliably without losing track of earlier details. GPT-5.4 works well too but for very large note dumps (50+ pages), split the input into two passes (characters/timeline, then locations/rules) rather than one giant prompt to avoid it missing contradictions buried deep in the context.creativeYou are 8 months into drafting a fantasy novel — or a game's narrative bible — across chapter drafts, a Discord brainstorming log with beta readers, sticky notes, and a half-finished spreadsheet of character ages. You are about to start the next book or the next act and need one reliable reference before you keep writing, but you no longer remember every detail you established months ago.

The World-Building Consistency Bible: Turn Scattered Story Notes Into a Structured Canon Document

A continuity-editor prompt that reads through months of disorganized fiction or game notes and produces a structured canon document — while explicitly flagging contradictions instead of smoothing them over.

fiction-writingworldbuilding
The Dependency Upgrade Risk Assessor: Turn a List of Outdated Packages Into a Ranked Upgrade Plan
Works best with strong reasoning models — Claude Opus 4.8, GPT-5.4, or Gemini 3 Pro handle the multi-factor risk ranking (security priority vs. breaking-change severity vs. team capacity) reliably. Weaker models tend to rank everything as "medium risk" instead of actually differentiating, so it's worth checking that the output gives genuinely different reasoning per package rather than a templated response.Developer ToolsYour `npm outdated` output lists 34 packages behind, most flagged for major-version gaps. Your tech lead wants a prioritized upgrade plan before tomorrow's sprint planning, and you don't have time to read every changelog yourself.

The Dependency Upgrade Risk Assessor: Turn a List of Outdated Packages Into a Ranked Upgrade Plan

A prompt that turns your outdated-dependency list into a risk-ranked upgrade plan — separating documented breaking changes from educated guesses, and respecting your team's actual sprint capacity.

prompt-engineeringdeveloper tools
The Cross-Cultural Message Adapter: Rewrite Any Message for a Specific Culture's Communication Norms
Works well with any frontier model (Claude Opus 4.8, GPT-5.4, Gemini 3 Pro). Needs strong cultural-pragmatics knowledge to avoid flattening nuance into stereotype, so smaller or older models tend to produce generic, less reliable rewrites.Writing & CommunicationYou're a US-based product manager about to email a factory partner in Japan about a quality issue that will delay shipment by three weeks. Your instinct is to write it the way you'd write to a US vendor: direct, blunt about the problem, demanding a revised timeline by Friday.

The Cross-Cultural Message Adapter: Rewrite Any Message for a Specific Culture's Communication Norms

A prompt that rewrites a draft message to match a specific culture's norms around directness, hierarchy, and how bad news gets delivered — without softening the actual substance you need to communicate.

prompt-engineeringworkplace communication
The Pricing Strategy Analyzer: Match Your Pricing Model to Your Real Cost Structure
Works well with any current-generation reasoning model — GPT-5.4, Claude Sonnet 5, and Gemini 3 Pro all handle the multi-factor tradeoff reasoning (cost structure vs. competitor pricing vs. buyer psychology) accurately. Weaker models tend to default to "match the competitor median" instead of actually reasoning from the cost structure provided, so it is worth sanity-checking that the output explicitly references your cost structure, not just your competitors.Startups & BusinessA solo founder is two weeks from launching a B2B project-management SaaS tool for construction firms. Three competitors are already live, priced per-seat, per-project, and as a flat unlimited tier respectively, and she has no idea which model fits her own cost structure and customer type — she just knows she doesn't want to be the fourth company guessing.

The Pricing Strategy Analyzer: Match Your Pricing Model to Your Real Cost Structure

A structured prompt that recommends a pricing model based on your actual cost drivers and buyer psychology, not just a copy of what competitors charge, with a decision-ready price point and one objection you'll need to answer.

prompt-engineeringstartups
The Concept Bridge: Learn Any Technical Idea Through a Domain You Already Know Cold
Works well with any current-generation reasoning model — GPT-5.4, Claude Sonnet 5, and Gemini 3 Pro all handle multi-step analogical mapping accurately. Weaker or older models tend to stop at a single anchor analogy and skip the mapping table or the "where it breaks" section unless explicitly prompted to continue through the full structure.learningA product manager with eight years running retail store operations is joining a database architecture review next week and needs to actually understand how sharding works — not just nod along — because she's grown up in grocery logistics, not distributed systems, and generic explainer articles keep losing her at the third paragraph.

The Concept Bridge: Learn Any Technical Idea Through a Domain You Already Know Cold

A structured prompt that maps every working mechanism of an unfamiliar concept onto direct equivalents in a domain you already understand deeply, with an explicit list of where the analogy breaks down.

prompt-engineeringlearning
The Ad Copy Variant Generator: Turn One Product Brief Into Five Platform-Ready Ads With Built-In A/B Hypotheses
Works well with GPT-5.4 and Claude Sonnet 5 — both handle platform-specific character constraints and distinct psychological framing reliably. Gemini 3 Pro produces strong copy but occasionally runs over stated character limits, so budget a quick manual trim pass if you use it.marketingYou're the performance marketing manager at a 15-person direct-to-consumer skincare startup. Your CEO wants a paid campaign live on Meta and Google Search by tomorrow morning for a new $42 vitamin C serum, with a $5,000 weekly test budget approved. Marketing is a two-person team, nobody has bandwidth tonight to brainstorm five genuinely distinct ad angles from scratch, and the launch date isn't moving.

The Ad Copy Variant Generator: Turn One Product Brief Into Five Platform-Ready Ads With Built-In A/B Hypotheses

A structured prompt that takes a single product brief and returns five genuinely different ad variants across psychological angles, each paired with a testable A/B hypothesis instead of just five versions of the same idea.

prompt-engineeringadvertising
The Excel Formula Builder: Turn a Plain-English Calculation Into a Working Formula
Works well with any current-generation model — GPT-5.4, Claude Sonnet 5, and Gemini 3 Pro all handle spreadsheet formula logic and edge-case reasoning accurately. Smaller or older models occasionally suggest deprecated functions (like legacy array-entry CSE formulas) or mix Excel and Google Sheets syntax, so it's worth double-checking the output against the tool you specified.Data AnalysisYou're a sales operations analyst at a mid-size SaaS company, working in a Google Sheets pipeline tracker with roughly 3,000 rows. Finance needs the weighted average discount percentage across all deals marked "Closed Won" in Q3, weighted by deal value, and a few rows have a blank discount field because a rep forgot to fill it in. The number is due in the quarterly business review deck in two hours, and you need a formula that handles the blanks correctly instead of silently including them as zero and skewing the average down.

The Excel Formula Builder: Turn a Plain-English Calculation Into a Working Formula

A structured prompt that takes a calculation described in ordinary language and returns a copy-paste-ready Excel or Google Sheets formula, with a step-by-step breakdown of how it works and what could break it.

prompt-engineeringdata analysis