Skill rating

Structure AI and ML product decisions with the rigour of any product decision. Use when building AI-powered features, evaluating LLM integrations, designing AI products, or assessing AI readiness. Pro

Structure a PM's weekly review and planning session. Use when doing a weekly PM review, writing a weekly update, preparing for Monday planning, or reviewing sprint health. Produces a shareable weekly

Write a portfolio-level lending risk brief: concentration analysis by sector, geography and single name, vintage performance, migration matrix narrative, macro-sensitivity scenarios, top watch names,

Write status updates people actually read — the traffic-light-plus-narrative format (state first, story second), the blockers-are-asks rule, and the skimmable structure that respects a reader with thi

Make introductions that respect both sides — the double-opt-in flow (ask each party privately before connecting them), the forwardable blurb that makes saying yes easy, and the connecting email that s

Turn an overflowing inbox into a four-verb system — archive, reply-now, task, or park — with the two-minute rule enforced and a daily cadence that survives busy weeks. Use when asked help me get to in

Draft email replies that match the sender's register — formality, length, directness, and emoji-tolerance read from their message, so the reply lands as native instead of off-key. Use when asked reply

Decode a 401k or workplace retirement plan — the real cost of its funds, the match's fine print, vesting math, and the plan features worth using or avoiding. Use when someone asks 'is my 401k any good

Decode a car lease offer — the money factor converted to APR, the cap-cost math, mileage and disposition traps, and what to negotiate. Use when asked to decode my car lease, is this lease deal good, w

Decode a franchise offering before you sign away a decade — the earnings claims and their absence, the territory that is not exclusive, the renewal terms that expire your equity, the mandatory-supplie

Draft SMART IEP goals, accommodations, and present-levels statements that are measurable and compliant in spirit. Use when asked to write an IEP goal, draft special-education goals, list accommodation

Write constructive, specific feedback on student work that motivates and tells the student exactly how to improve. Use when asked to give feedback on a student's work, write grading comments, respond

Explain what a piece of code does in plain English, at the depth the reader needs. Use when asked to explain code, walk through a function, understand an unfamiliar snippet, or onboard to a file. Prod

Build a messaging framework (message house) that the whole company can use consistently. Use when asked to create messaging, a value proposition, a message house, key messages, or to make marketing/sa

Write cold outreach and networking messages that actually get replies. Use when asked to write a cold message to a recruiter/hiring manager, a LinkedIn connection note, a referral request, or a networ

Run a claim-by-claim fact-check pass on a draft article, script, or report before publication. Use when asked to fact-check a piece, verify claims before publishing, or do editorial verification. Prod

Write the layoff communications a leader has to get right once — the all-hands script, the affected/unaffected messages, and the external note, without corporate euphemism or legal risk. Use when aske

Write a firm, effective complaint letter that gets a resolution. Use when asked to write a complaint letter, complain to a company about a product/service, escalate poor service, or demand a refund/re

Write a credible, specific letter of recommendation or reference. Use when asked to write a reference letter, a letter of recommendation, a character reference, or to recommend someone for a job, scho

Transcreate marketing/brand copy for another language and culture — recreate the impact, not the words. Use when asked to adapt a tagline, ad, slogan, campaign, or brand message for a new market, or w

Simplify code that works — remove speculative abstraction, dead flexibility, and needless indirection while keeping behaviour identical and verified. Use after a feature lands ('now simplify it'), whe

Write a fundraising case for support that makes donors want to give. Use when asked to write a case for support, a fundraising case statement, a major-gift or campaign case, or the core argument for a

Plan and promote an open house that draws buyers and generates leads. Use when asked to plan an open house, market an open house, or create an open-house checklist. Produces a plan — timing and promot

Write a B2B partnership proposal or business case. Use when asked to write a partnership proposal, draft a partnership brief, structure a co-marketing proposal, or create a business case for a strateg

Simulate a collective-bargaining session from either chair — the package-versus-item trap, the caucus break used as a weapon, the mandate check, the costing challenge, the last-minute add — run agains

Build a realistic exam-prep schedule with spaced repetition and retrieval practice — the plan that survives contact with an actual week. Use when asked to plan my exam prep, make a study schedule, I h

Write the small UI text that guides users — buttons, labels, tooltips, CTAs, confirmations. Use when asked to write microcopy, button/CTA text, form labels, tooltips, helper text, or to make UI wordin

Tear down a competitor's product from screenshots of its actual UI — onboarding, pricing page, core flows. Use when given screenshots of a rival's app or website and asked what they're doing, how thei

Kill the plan on paper before reality does it for money. Use when a plan, launch, migration, or strategy is about to be committed to and nobody has tried hard to murder it yet — the assassin attacks t

Write a clear company expense & reimbursement policy. Use when asked to write an expense policy, a reimbursement policy, a travel & expense (T&E) policy, or spending guidelines. Produces a practical p

Clean a messy dataset methodically — the profiling pass that finds what's actually wrong (dupes, format drift, phantom spaces, mixed types), the fix order that doesn't corrupt while correcting, and th

Run any draft through the editor who owes you nothing — the buried lede surfaced, the throat-clearing cut, the hedges un-stacked, every paragraph made to answer so what — with a target of 30% shorter

Build a creator's sponsorship media kit and brand-deal outreach — the one-pager brands ask for, plus a pitch email and a rate card. Use when asked to make a media kit, pitch a brand, land a sponsorshi

Write a full creator newsletter issue — subject line, preview text, hook, body with a clear takeaway, and a CTA — in the writer's voice, for Substack, beehiiv, ConvertKit, or email. Use when asked to

Write a short-form video script for TikTok, Instagram Reels, or YouTube Shorts — built on the hook→retention→payoff structure that drives watch-time. Use when asked to script a Reel, TikTok, Short, or

Build a crisis communications plan to respond fast and credibly when something goes wrong. Use when asked to handle a PR crisis, draft a crisis comms plan, respond to a public backlash/scandal/inciden

Decode an employment benefits package into what it's actually worth and where the fine print bites. Use when someone asks 'is this offer good', 'decode my benefits package', 'what does my equity actua

Decode a pay stub line by line — every deduction explained, the gross-to-net story, and the errors worth catching. Use when asked to explain my pay stub, why is my paycheck smaller than expected, what

Assesses pre-launch readiness across every function and produces an explicit Go / Conditional Go / No-Go recommendation. Use when preparing for any product or feature launch, running a pre-launch revi

Write the right reply to a customer review — positive, negative, or mixed. Use when asked to respond to a review, reply to a bad/1-star review, handle online reviews, or write review-response template

Decode an error message or stack trace into a plain-English cause, the exact fix, and how to prevent it. Use when asked to explain an error, debug a stack trace, figure out why code is throwing, or ma

Build a regular expression from a plain-English description, or explain an existing one. Use when asked to write a regex, match/validate/extract a pattern, or understand what a regex does. Produces th

Design lifecycle marketing / CRM journeys across the customer lifecycle. Use when asked to plan onboarding emails, lifecycle/CRM campaigns, drip sequences, re-engagement or winback flows, or a messagi

Write a clear insurance claim letter or appeal that supports a payout. Use when asked to write an insurance claim, file a claim letter, document a loss for insurance, or appeal a denied claim. Produce

Reconstruct the decision actually made in a messy Slack, email, or meeting thread into a proper decision record — commitments named, silent assumptions surfaced, non-decisions called out. Use when ask

Produce a personal net-worth statement — assets minus liabilities — and a way to track it. Use when asked to calculate net worth, summarize finances, or set up net-worth tracking. Produces a categoriz

Optimise a LinkedIn profile to be found and to convert. Use when asked to write or improve a LinkedIn headline, About section, or profile, or to make a profile recruiter-friendly. Produces an optimise

Read your team's messages the way opposing counsel would in litigation discovery — prevention training that makes communication hygiene visceral. Use when asked how would our Slack look in discovery,

Read your marketing claims, landing page, or ad copy the way a consumer-protection investigator would (FTC/ASA framing) and draft the inquiry letter they could send. Use when asked to check my marketi

Write in-product onboarding copy that gets users to value fast. Use when asked to write onboarding copy, a welcome flow, product tour/tooltips, setup steps, or activation messaging. Produces the copy