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Prompt & Skill Introduction

Curated AI prompts for business, creative, and technical use cases.
The STAR Interview Answer Builder: Turn Your Work History Into Behavioral Answers That Land
Claude Opus 5 (also works well with GPT-5.4 and Gemini 3 Pro)CareerYou have a final-round interview in three days for a senior product manager role, and you know behavioral questions are coming, but your work history spans five different projects and you're not sure which stories map to which likely questions — or where your prep has gaps.

The STAR Interview Answer Builder: Turn Your Work History Into Behavioral Answers That Land

A three-pass prompt that predicts the behavioral questions a job will ask, maps them to your real work history, and writes STAR-format answers — while flagging the gaps where you don't yet have a strong story.

prompt-engineeringCareer
The API Documentation Generator: Turn Undocumented Endpoint Code Into Publish-Ready Docs
Claude Opus 5 (also works well with GPT-5.4 and Gemini 3 Pro)Developer ToolsYou just merged a pull request that adds a new POST /api/v1/refunds endpoint to your team's billing service. The endpoint works, tests pass, but nobody wrote documentation — and your team lead just asked you to get docs into the developer portal before external partners can start calling it next week. You have the code in front of you and forty-five minutes before your next meeting.

The API Documentation Generator: Turn Undocumented Endpoint Code Into Publish-Ready Docs

A two-pass prompt that reads your endpoint code, extracts the actual contract, and writes reference documentation that flags ambiguity instead of guessing — built for the gap between “the code works” and “the docs are live.”

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The Executive Brief Compressor: Turn a 40-Page Report Into One Page Leadership Will Actually Read
Claude Opus 5 (also works well with GPT-5.4 and Gemini 3 Pro)Writing & CommunicationYou have a 47-page customer research report due to the CEO before Monday's board meeting, and you know from experience that a report this long simply won't get read before the meeting starts. You need the actual findings — the numbers, the causal story, the recommendation — condensed into something a time-pressed executive will read in the elevator on the way to the boardroom.

The Executive Brief Compressor: Turn a 40-Page Report Into One Page Leadership Will Actually Read

A structured prompt that compresses long reports into a single-page executive brief with traceable findings, clear implications, and specific recommended actions — built to survive a five-minute skim from someone who won't read past page two.

prompt-engineeringproductivity
The Salary Negotiation Script Builder: Turn Your Market Data Into a Confident Counter-Offer
Claude Opus 5 (also works well with GPT-5.4 and Gemini 3 Pro)finance-negotiationYou've received a written job offer with a base salary $8,000 below what levels.fyi and three Glassdoor data points show is market rate for the role. You have one week before you need to confirm your start date, and your current employer hasn't offered to match. You know you should negotiate, but you're not sure what number to counter with, how to justify it without sounding entitled, or what to say if the recruiter pushes back with "this is our best offer."

The Salary Negotiation Script Builder: Turn Your Market Data Into a Confident Counter-Offer

A structured prompt that transforms your compensation research and competing offers into a complete negotiation script, with anchor numbers, objection responses, and a walk-away threshold you actually calculated instead of guessed.

prompt-engineeringCareer
The Interior Renovation Visualizer: Photorealistic Room Renders That Respect Your Budget
Nano Banana Pro (also works with Midjourney v7 and DALL-E 3)creativeA homeowner is getting renovation quotes and wants to visualize a specific style direction before committing to a contractor, without paying a designer for a mood board.

The Interior Renovation Visualizer: Photorealistic Room Renders That Respect Your Budget

A structured image-generation prompt that renders a realistic after-photo of a room renovation while preserving fixed architectural elements and matching a real budget tier.

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The Competitive Positioning Teardown: Find What You Can Actually Claim
Claude Opus 5 (also works well with GPT-5.4 and Gemini 3 Pro)Startups & BusinessA product marketing lead is refreshing messaging ahead of a Q3 rebrand and needs to know, with evidence, which competitive claims actually hold up before locking in a new tagline.

The Competitive Positioning Teardown: Find What You Can Actually Claim

A prompt that pressure-tests your product positioning against real competitors and flags any claim you cannot actually defend.

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The Task Estimation Calibrator: Turn Your Track Record of Bad Time Estimates Into a Personalized Correction Factor
Works well with GPT-5, Claude Sonnet 5, or Gemini 3 Pro — this is primarily a pattern-recognition and arithmetic task, so mid-tier reasoning models handle it reliably. Larger models add value mainly in phrasing the bias explanation clearly.productivityA freelance web developer has blown three consecutive project deadlines, each time because "one more round of client revisions" ran long, and has a new project proposal due tomorrow where the client is specifically asking for a firm time-and-cost estimate broken down by task.

The Task Estimation Calibrator: Turn Your Track Record of Bad Time Estimates Into a Personalized Correction Factor

An AI prompt that mines your own history of estimated-versus-actual task times to calculate a category-specific bias correction, so your next quote is calibrated instead of guessed.

prompt-engineeringproductivity
The Positioning Statement Stress-Test: Pressure-Test Your Value Prop Against Skeptical Buyer Personas
Works best with Claude Opus or GPT-5 for nuanced persona consistency across multiple rounds. Gemini 3 Pro is a solid alternative; smaller models tend to let personas agree too easily instead of staying skeptical.marketingA B2B SaaS marketing lead has a positioning statement drafted for next month's product launch and an exec review meeting in two days, but has a nagging feeling the current wording is generic enough that it would not survive a real skeptical buyer conversation — and there is no time to run a proper customer discovery session before the deadline.

The Positioning Statement Stress-Test: Pressure-Test Your Value Prop Against Skeptical Buyer Personas

A three-round AI role-play that puts your positioning statement in front of a skeptical champion, economic buyer, and CFO — before a real prospect ever sees it.

prompt-engineeringmessaging
The Dashboard Metric Sanity Checker: Catch Statistical Red Flags Before You Present to Leadership
Works best with Claude Sonnet 5 or GPT-5.4 — both reliably apply named statistical concepts (Simpson's paradox, survivorship bias) to a specific dataset rather than listing them generically. Gemini 3 Pro is a solid alternative when the pasted dashboard data is very long.Data AnalysisYou're a growth PM about to tell the exec team that a redesigned onboarding flow increased 30-day retention by 12%, based on a dashboard comparing users who completed the new flow against users who went through the old one last quarter — and you have a strategy meeting in an hour where this number will justify rolling the flow out to 100% of new signups.

The Dashboard Metric Sanity Checker: Catch Statistical Red Flags Before You Present to Leadership

A prompt that reviews any metric or dashboard for the statistical illusions that make bad decisions look data-driven — survivorship bias, Simpson's paradox, cherry-picked date ranges — before you walk into the room and stake your credibility on the number.

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The Spaced Repetition Curriculum Builder: Turn Any Study Material Into a Structured Review Schedule
Works best with Claude Sonnet 5 or GPT-5.4 — both handle long structured study material and multi-step scheduling reasoning reliably. Gemini 3 Pro is a strong alternative for very long source documents (100+ pages) thanks to its larger context window.learningYou have 6 weeks before the AWS Solutions Architect Associate exam, a 40-page official study guide, and 5 hours a week to study around a full-time job. You've read the guide once already but you're not confident it stuck, and you don't know how to turn a static document into a day-by-day plan that actually uses spaced repetition instead of a second read-through.

The Spaced Repetition Curriculum Builder: Turn Any Study Material Into a Structured Review Schedule

A prompt that decomposes any syllabus, study guide, or certification material into atomic testable units, then builds a spaced-repetition calendar with active-recall questions instead of leaving you to re-read the same document three times.

prompt-engineeringactive-recall
The Feynman Gap-Hunter: an AI prompt that finds what you don't actually understand
Works best with Claude Sonnet 5 or GPT-5 for sustained, coherent multi-turn Socratic questioning. Gemini 2.5 Pro also works well but occasionally breaks character to give the answer directly — remind it of the constraint if that happens.Artificial IntelligenceYou have an exam, a stakeholder meeting, or a documentation deadline in two days on a topic you 'sort of' know, and you need to find the specific parts of your understanding that will collapse under a hard question — before someone else finds them for you.

The Feynman Gap-Hunter: an AI prompt that finds what you don't actually understand

An iterative prompt that plays a relentlessly curious student, forcing you to explain a complex topic in plain language until every hidden gap in your understanding surfaces.

prompt-engineeringclaude
The Technical Debt Prioritization Matrix
GPT-5.6 (works well with Claude Sonnet 5 and Gemini 3 Pro)Developer ToolsYour team has a scattered list of known technical debt items sitting in a backlog nobody has prioritized, and you need a defensible remediation plan before the next quarterly planning meeting with product and finance stakeholders.

The Technical Debt Prioritization Matrix

Paste your team's raw list of known technical debt items into this prompt and get each one scored by actual business impact — revenue risk, delivery slowdown, incident frequency — not just how annoying it is to the engineer who has to look at it, plus a sequenced remediation plan you can defend to non-technical stakeholders.

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