Skill rating

Simulate defending your planning application before the committee that decides it — the neighbour objections read into the record, the character-of-the-area catch-all, the parking pile-on, the council

Write clear at-home care instructions for a pet owner after a veterinary visit, procedure, or hospitalization. Use when asked to write discharge instructions, go-home notes, post-op care, or medicatio

Model the cost and latency of an LLM feature before it ships and surprises the bill. Use when asked to estimate LLM API costs, set a latency/token budget, decide which model tier to use, or bring down

Design a regression test suite that catches an LLM feature getting worse when the prompt, model, or context changes. Use when asked to stop prompt changes breaking production, set up golden tests or C

Draft a defensible construction change order with entitlement basis, scope delta, itemised pricing, and schedule impact. Use when asked to write a change order, price extra work, draft a CO or COR/PCO

Decode a funeral home price list while grieving — the package maths versus the itemised list, the non-declinable basic fee, the upsells that arrive as care, and the direct-cremation benchmark that anc

Rescue the recipes that exist only in someone's hands — the interview that converts a handful of this and cook until it looks right into measurements, the cook-along session that captures what paper c

Run an NPI phase-gate review for EVT, DVT, or PVT — exit criteria per phase, open-issue triage, yield readout, waiver discipline, and a go/no-go call. Use when asked to run a gate review, decide EVT e

Write a factory acceptance test (FAT) plan or report — test coverage matrix against spec, AQL sampling plan, pass/fail criteria, golden-sample handling, deviation log, and sign-off structure. Use when

Assess an injection-mold or production tooling decision before cutting steel — soft vs hard tooling tradeoff, tool life vs forecast, cavitation math, T1 sample timeline, cost of design changes after t

Write the underwriting file narrative for a risk: the risk story, exposure quantification, loss-history read, mitigating and aggravating factors, terms and subjectivities rationale, appetite fit, and

Prepare a journalist to interview a source or subject — including hostile or accountability interviews. Use when a reporter needs to prep an interview with a source, plan questions for a subject, hand

Organize care for an aging or ill family member across multiple helpers — the shared care map, a fair rotation with backup rules, the information binder, and family-meeting agendas that prevent the on

Draft a personal investing policy statement (IPS) — the rules someone sets for their own investing. Use when asked to define an investment strategy, set a target asset allocation, or write rules to av

Write a buyer's offer cover letter to a seller to strengthen a real-estate bid. Use when asked to write a real-estate offer letter, a buyer's 'love letter' to a seller, an offer cover note, or to make

Use AI personas for early-stage research signal — with hard guardrails on what synthetic methods can and cannot validate. Use when asked to run synthetic user testing, simulate user reactions with AI

Decode a counteroffer after you resign — what the raise, promotion promise, or title bump really signals, the statistics-informed risks of staying, and a clear-eyed decision framework. Use when asked

Simulate the exact customer who will quietly cancel in month 4 — their internal monologue through the lifecycle and the honest exit interview they never gave you. Use when asked why do customers reall

Turn lecture notes, slides, and readings into one exam-ready study guide — synthesis, not summary. Use when asked to make a study guide, combine my notes, prep me for the exam, or organize this course

Sanity-check a greenhouse gas inventory before it goes into a report or gets audited. Use when asked to review a carbon footprint, check a GHG inventory, validate scope 1/2/3 numbers, explain a year-o

Assess physical and transition climate risk for a site, product, or portfolio with scenario-based structure. Use when asked to run a climate risk assessment, evaluate physical or transition risk, prep

Audit your own marketing and report claims for greenwashing risk before a regulator, journalist, or competitor does. Use when asked to review sustainability claims, check marketing copy for greenwash,

Draft a construction delay notice or delay claim letter with contract clause citation, cause classification, and critical-path impact narrative. Use when asked to write a delay notice, put the owner o

Turn walkthrough notes, photos, or voice-memo transcripts into a proper construction punch list with location, trade, and spec reference per item. Use when asked to build a punch list, clean up walkth

Resolve a document's forty review comments systematically — triage by type (accept, push back, conflict, out-of-scope), batch the mechanical fixes, draft the disagreement replies, and reconcile review

Write a conference talk proposal / CFP submission for a tech or developer conference. Use when asked to submit to a CFP, propose a talk, or write a session abstract. Produces a compelling title, abstr

Map an organisation's risks against its insurance policy portfolio to find what's uncovered, underinsured, or double-covered. Use when asked to run a coverage gap analysis, review an insurance program

Run a pre-renewal review of an insurance programme: scan coverage gaps against current operations, test limit adequacy against inflation and exposure growth, read the claims experience into pricing ex

Plan the localization of a product/content for a new market — beyond translating the words. Use when asked to localize a product, plan market entry localization, prepare a localization brief, or figur

Build the tax habit self-employment requires — the setaside percentage from day one, the quarterly calendar, the records that make filing boring, and the no-withholding mindset shift nobody explains.

Prepare for a K-12 parent-teacher conference — including the hard ones. Use when asked to prep for a parent conference, plan what to say to a parent, or handle a difficult conversation about a student

Design a voice AI agent for phone or in-app conversations — call flows, interruption handling, escalation to humans, and the metrics that catch a bad voice experience. Use when asked to design a voice

Analyse a construction bid or tender package for scope gaps, risk-shifting exclusions, unit-rate red flags, and front-loading in the schedule of values. Use when asked to review a bid, level bids, che

Write a consulting proposal that wins the engagement — outcomes over hours. Use when asked to write a consulting proposal, a project proposal, a pitch for a client engagement, or to respond to an RFP.

Cut inbox volume at the source — the unsubscribe purge that classifies recurring senders into kill/digest/keep, executes safely (real unsubscribes vs. spam-report vs. never-click), and installs the fi

Write a clear, fair returns, refunds & exchanges policy for an online store. Use when asked to write a return policy, refund/exchange policy, or store returns page. Produces a customer-friendly policy

Draft clear, warm, professional messages to parents or guardians — progress notes, concerns, positive news, behaviour issues, or meeting requests. Use when asked to email a parent, write home about a

Define and document performance budgets for a web service or application. Use when asked to set performance targets, define SLOs for latency or throughput, establish Core Web Vitals targets, create a

Produce a regulatory impact analysis (RIA) weighing the costs, benefits, and alternatives of a proposed rule. Use when asked to assess a regulation's impact, do a cost-benefit analysis of a policy, ju

Design a referral or viral-loop program that actually drives growth. Use when asked to design a referral program, build a viral/invite loop, set referral incentives, or improve word-of-mouth growth. P

Document a guest incident at a hospitality venue — injury, illness, foodborne complaint, altercation, or property loss — into a clear, defensible record. Use when asked to write up a guest incident, l

The first-72-hours money plan after a layoff — runway computed, deadlines caught, bleeding stopped, in priority order. Use when asked I just got laid off what do I do about money, build my layoff budg

Turn the pre-baby chaos into a staged logistics plan — leave paperwork, insurance deadlines, the hospital-bag/home-setup checklists, and the first-two-weeks operating plan with named owners. Use when

Respond to a rent increase strategically — check its validity first, price your alternatives honestly, then negotiate with the leverage tenants forget they have (turnover costs the landlord more than

Simulate a hostile-but-fair journalist interview about your company or announcement — the questions you fear, live follow-ups on every dodge, then the story they'd file. Use when asked to media-train

Build a weighted RFP evaluation matrix and defensible award recommendation. Use when asked to score RFP responses, compare vendor bids, build a supplier evaluation matrix, run a sourcing event scoreca

Build a quarterly supplier performance scorecard with a weighted grade and a clear escalate/develop/exit call. Use when asked to review supplier performance, prepare a quarterly business review for a

Write clear, helpful error messages that tell users what happened and how to fix it. Use when asked to write an error message, validation text, a failure/empty-error state, or to rewrite a cryptic sys

Build a short-term (13-week) cash flow forecast to see if you can cover what's due. Use when asked to build a cash flow forecast, a 13-week cash flow, a cash projection, or to plan around a cash crunc

Redesign seat-based pricing for the agent era — when one human runs ten agents, per-seat models collapse. Use when agents are eroding seat counts, when asked to migrate to usage- or outcome-based pric