Skill rating

Specify the tracing, metrics, and alerting for an AI agent or LLM feature in production. Use when asked what to log for an LLM app, design agent tracing or spans, define quality and cost monitors, or

Produce a toolbox talk or pre-task safety briefing from the day's planned construction work. Use when asked to write a toolbox talk, prepare a pre-task plan or JHA/JSA briefing, brief a crew on today'

Decode a home, renters, or auto insurance policy into what's actually covered, what's excluded, and what the payout math really looks like before you need it. Use when someone asks 'what does my insur

Collect overdue invoices with a graduated escalation ladder — friendly nudge to firm notice to work-stop to final demand, each with send-ready wording and timing, plus the prevention terms that stop t

Write a persuasive prior-authorization / medical-necessity letter to an insurer. Use when asked to write a prior authorization letter, a letter of medical necessity, or to appeal a denied treatment/me

Build an onboarding and training guide for restaurant front-of-house staff (servers, hosts, bartenders). Use when asked to train a new server, create FOH onboarding, write service standards, or build

Assess and reduce the risk of exposing a confidential journalistic source. Use when a reporter is working with a confidential source, a whistleblower, or sensitive leaked material and needs to protect

Request your medical records and actually get them — what to ask for, the request letter that can't be shuffled aside, the timelines and fee rules to cite (jurisdiction-flagged), and the escalation pa

Build in small, individually-verified increments that each leave the system working — instead of big-bang changes that fail mysteriously at the end. Use when implementing multi-part features, refactor

Design a fair, consistent tenant screening process for a rental. Use when asked how to screen tenants, set rental criteria, evaluate rental applicants, or build a tenant screening process. Produces a

Build boolean and X-ray search strings to source candidates. Use when asked to build a boolean search, source candidates on LinkedIn/Google, write an X-ray search, or find people with specific skills.

Run a rigorous candidate reference check that surfaces real signal. Use when asked to prepare or conduct reference calls for a job candidate, design reference questions, or build a reference-check rub

Get a landlord to actually fix things — the repair request that creates a record, the escalation ladder from reminder to habitability leverage, and the jurisdiction-flagged map of tenant remedies with

Get your security deposit back — the move-out documentation that wins disputes before they start, the itemized-deduction challenge, the demand-letter ladder, and the small-claims decision point. Use w

Simulate the due-diligence call where an acquirer's or investor's analyst takes your metrics apart — the questions behind the spreadsheet, the moment a number wobbles, and a debrief on which answers c

Simulate the adjuster's settlement call after your accident or loss — the recorded-statement asks, the quick-settlement anchor, the friendly minimization — run against your actual claim, with a debrie

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.