Skill rating

Fetch and analyze Whoop recovery, strain, sleep, and HRV data via the Whoop API. Use when the user asks about their Whoop metrics, recovery status, sleep quality, daily strain, HRV trends, workout dat

Send emails via Mailgun API. Use when the user needs to send emails programmatically, such as newsletters, notifications, alerts, or automated reports. Requires MAILGUN_API_KEY and MAILGUN_DOMAIN envi

Use when checking Ahrefs Domain Rating, DR, website authority, domain authority, backlink profile strength, or free Ahrefs public API data for a domain or URL without an API key.

Product analytics with your AI agent: set up consent-based tracking, read funnels, paths, retention, experiments, and context, then recommend the smallest growth action using the official Agent Analyt

Monitor competitor signals and surface strategic implications for your roadmap. Use when asked to monitor competitors, track the competitive landscape, produce a competitive briefing, or understand wh

Evaluate performance fairly when output is AI-assisted — what still measures the human, what now measures the tooling, and how to run the review conversation. Use when reviewing someone whose work is

Write up a supply chain disruption — port delay, carrier failure, customs hold, or in-transit damage — as a decision-ready incident report. Use when asked to document a shipment delay, write up a logi

Score a subcontractor's performance across schedule reliability, quality, safety, paperwork, and change-order behaviour with weighted anchors. Use when asked to evaluate a sub, build a subcontractor s

Find out how a dashboard, KPI report, or metrics slide is lying to you — before you repeat its story in a bigger room. Use when numbers feel too tidy, a narrative rests on one chart, or you inherited

Decode a home inspection report into what's cosmetic, what's expensive, and what kills deals — with repair-cost ranges and the negotiation list. Use when asked to decode my inspection report, is this

Build a staff shift schedule that matches coverage to demand while hitting a labor-cost target. Use when asked to build a shift schedule, staff a rota, plan coverage for a restaurant/retail/shift-base

Analyse competitor moves and translate them into strategic implications for your product roadmap. Use when a competitor announces a new feature, pricing change, partnership, or strategic shift, or whe

Interrogate a demand forecast before the business commits supply and inventory to it. Use when asked to review a demand plan, challenge a forecast, check forecast accuracy, decompose baseline vs uplif

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'

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

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

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

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

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

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

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

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

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,

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

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

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

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

Define a metric in a semantic layer so it means one thing everywhere. Use when asked to define a metric, build a semantic layer / metrics layer entry, stop 'revenue means three things' problems, or wr

Build a go-to-market plan for any product launch, feature release, or new market entry. Use when planning a product launch, writing a GTM strategy, defining launch tiers, or coordinating cross-functio

Turn field returns into a structured failure-analysis report — RMA triage taxonomy (NTF vs real failures), Pareto by verified failure mode, 8D-style containment→root-cause→corrective-action structure,

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

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

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

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

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

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

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

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,

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 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

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