Skill rating

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

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