Skill rating

Simulate a consular visa interview — the 90-second assessment, the questions behind the questions, and a debrief on which answers helped and hurt. Use when asked prep me for my visa interview, simulat

Simulate the VC partner meeting that discusses your pitch after you leave the room — four partner archetypes debate, then write the internal verdict memo. Use when asked how will VCs discuss my pitch,

Write a financial-aid appeal or scholarship request letter that aid offices act on — factual, documented, and specific about the ask. Use when asked to appeal my financial aid, write a scholarship let

Create a content style guide / voice & tone guide so everyone writes consistently. Use when asked to write a content style guide, a voice and tone guide, editorial guidelines, or UX-writing standards.

Write a polite-but-firm payment-reminder / collections email sequence for overdue invoices. Use when asked to write a collections email, a payment reminder, a dunning sequence, or to chase an overdue

Create a professional, complete invoice for a client or customer. Use when asked to write an invoice, create a bill, draft a freelance/contractor invoice, or set up an invoice template. Produces a cle

Design statistically rigorous A/B tests and interpret experiment results. Use when asked to design an experiment, run an A/B test, calculate sample size, interpret test results, or assess whether an e

Run a quarterly loan covenant compliance review: covenant table with required vs actual vs headroom, trend and trajectory-to-breach analysis, waiver and amendment options with pricing implications, ea

Draft an honest, audit-ready ESG disclosure section in a CSRD/ESRS-flavored structure, adaptable to other frameworks. Use when asked to write a sustainability report section, draft an ESRS or CSRD dis

Prepare for and script a hard conversation — conflict, bad news, a boundary, an apology. Use when asked to prepare for a difficult conversation, address a conflict, deliver bad news, confront a collea

Study 3-5 documents the user actually shipped and distil a compact style card — so every skill writes in their voice, not the model's. Use when asked to learn my writing style, make outputs sound like

Explain a cap table, dilution, SAFEs, option pools, and round mechanics in plain English with the actual math. Use when asked to explain dilution, model a SAFE or priced round, size an option pool, un

Write a cold or warm-intro email to an investor that actually gets a reply — short, specific, traction-forward, with a clear ask. Use when asked to email an investor, write a fundraising outreach, req

Plan a full-funnel marketing strategy from awareness to retention. Use when asked to build a marketing funnel, map the customer journey to tactics, plan demand generation, or diagnose where a funnel l

Plan a paid acquisition / performance marketing program with unit economics that work. Use when asked to plan paid media, allocate an ad budget across channels, set CAC/LTV targets, or structure a cre

Write the follow-up messages that keep a candidate on the radar without being annoying. Use when asked to write a post-interview thank-you, a follow-up after no reply, a nudge on a stalled application

Secure strong references after a departure — who to ask, the ask messages, the briefing sheet that makes their reference specific, and the LinkedIn recommendation swap. Use when asked to help me get r

Draft a clear, plain-language privacy policy tailored to what a product actually collects and does with data. Use when asked to write a privacy policy, draft a data-protection notice, or create a GDPR

Appeal a parking ticket, penalty charge, or administrative fine with the grounds that actually get appeals granted — not indignation. Use when someone got a ticket/fine/penalty notice and either has a

Plan a move — across town or across a border — as a dependency-ordered project: the lease/housing chain, address-change cascade, utilities cutover, movers, and the go-bag for the gap days. Use when as

Write a standout rental application / cover letter to a landlord or letting agent. Use when asked to write a rental application, a letter to a landlord, a renter cover letter, or to strengthen an appl

Plan a new manager's first 90 days — first-time or new-to-team — as listen/decide/move phases: the 1:1 listening tour with real questions, the early-judgment traps, the quick-wins filter, and the 30/6

Simulate the acquirer's diligence team hunting for reasons to cut your price — their internal red-flags memo with a price-chip estimate per finding. Use when asked to red-team my company before a sale

Simulate a school-place appeal panel before you face the real one — the two questions the panel is actually deciding, the probe that separates grounds from feelings, the prejudice balance your case mu

Set inventory policy for an item class: segmentation, safety stock, and replenishment method. Use when asked to set safety stock levels, segment items by ABC/XYZ, choose reorder points vs min-max, def

Prepare an S&OP cycle readout that surfaces the demand-supply gaps and forces the three decisions the meeting must make. Use when asked to prep an S&OP meeting, build the executive S&OP deck, summariz

Build a standards-aligned K-12 lesson plan with clear objectives, a timed activity sequence, checks for understanding, and differentiation. Use when asked to plan a lesson, write a lesson plan, align

Put one situation in front of three professionals chosen to disagree — the lawyer, the accountant, and the therapist read the same divorce — each ruling independently, with the conflicts surfaced in a

Write empty-state content that turns a blank screen into a next step. Use when asked to write an empty state, a zero-data / first-run state, a no-results state, or onboarding placeholder content. Prod

Design an MCP server for a product — the tool surface, auth model, and safety boundaries that make it genuinely usable by AI agents. Use when asked to spec an MCP server, expose a product to agents, d

Decide which of your recurring rituals to put on autopilot — and which to keep manual. Use when asked what to automate, how to set up recurring AI runs, which reports or briefings could run on a sched

Run a consulting client discovery session — uncover the real problem, scope, and decision process. Use when asked to prepare for a client discovery call, qualify a consulting lead, scope an engagement

Write changelogs and release notes readers actually benefit from — changes translated to so-whats, grouped by reader impact (breaking first, gifts second, plumbing last), with the upgrade path stated

Apply a team's writing style consistently — extract the house style from exemplar documents into a checkable rule card, run the conformance pass on new drafts, and fix violations without flattening th

Verify a claim before repeating it — the independent-sources test (three citations of one press release is one source), the provenance trace to the original, and the confidence grading that separates

Plan and write the communications for a layoff or restructure with clarity and dignity. Use when asked to communicate a layoff, write a RIF/redundancy announcement, prepare manager talking points for

Design the data quality checks for a table or pipeline across the standard dimensions. Use when asked to add data quality tests, define DQ checks, catch bad data before it hits dashboards, or set up m

Record decisions the way good judgment compounds — the reasoning, the alternatives, the probabilities, and what would change your mind, written down BEFORE the outcome arrives, then reviewed against r

Articulate founder-market fit — the why-you and why-now story investors and accelerators (YC-style) probe hardest. Use when asked to write the founder story, answer 'why are you the right team', draft

Apply behavioral-psychology principles to a marketing asset or decision — ethically. Use when asked to make copy/a page/an offer more persuasive, apply psychological triggers, reduce friction, or unde

Design or optimize a paywall / upgrade screen to convert free users to paid without killing trust. Use when asked to improve a paywall, upgrade prompt, or free-to-paid conversion, or to decide what to

Prepare for a doctor's appointment so the 12 minutes actually get used — the symptom timeline in the format clinicians think in, the prioritized question list, and the advocacy scripts for being heard

Walk into an IEP or 504 meeting prepared and effective — the process decoded in plain language, the parent-input statement that gets read, the questions that make goals measurable, and advocacy that s

Plan a team offsite from goals to full agenda. Use when asked to plan a team offsite, away day, team retreat, quarterly offsite, or team-building event. Produces a full agenda, session designs, facili

Write session-based exploratory testing charters to find what scripted tests miss. Use when asked to plan exploratory testing, write a test charter, design a testing session, or do risk-based explorat

Write a compelling, accurate real-estate listing description. Use when asked to write a property listing, an MLS/Zillow description, a real-estate listing, or to make a property description more appea

Read a contract the way the counterparty's lawyer will — hunting for leverage, not fairness. Use when someone says 'read this like opposing counsel', 'how would the other side attack this agreement',

Simulate defending your study or protocol before an ethics committee — the consent-comprehension probe, the vulnerable-participant challenge, the minimal-risk fight, the data-retention question you di

Simulate the mortgage or business-loan underwriting conversation before you have it for real — the deposit-source probe, the any-other-debts completeness test, the casual question about your job plans

Write a help-center / knowledge-base article that actually resolves the issue and deflects tickets. Use when asked to write a help doc, KB article, FAQ entry, how-to, or support documentation. Produce