Skill rating

This skill should be used when the user asks to "screen investments", "analyze a portfolio", "evaluate investment opportunities", "run due diligence", "assess investment risk", "calculate ROI", or "di

This skill should be used when the user asks to "plan video content", "create a video calendar", "optimize video SEO", "analyze thumbnail performance", "improve video titles", "schedule video producti

This skill should be used when the user asks to "calculate MRR", "analyze churn", "compute SaaS metrics", "do cohort retention analysis", "calculate LTV or CAC", "evaluate unit economics", or "track s

This skill should be used when the user asks to "analyze tweets", "grow on Twitter", "build Twitter threads", "optimize X posting schedule", "track follower growth", "improve tweet engagement", or "cr

Legal leadership advisor on legal strategy, risk, contract governance, and regulatory tracking. Use when defining a legal strategy, scoring legal risk, auditing the contract portfolio, or building a r

Design interview loops, competency rubrics and question banks, and check interviewer calibration. Use when designing an interview process, writing scorecards or questions, or reviewing hiring-bar drif

Design a new relational schema from product requirements: tables, ORM models, RLS, indexes, migrations and an ERD. Use when modelling a new feature, adding multi-tenancy or soft deletes, or writing Dr

Tests, versions and scores production prompts: prompt linting, version diffs, eval-suite scoring with a CI gate. Use when changing a production prompt, building an eval suite, debugging a regression,

UX research and design toolkit covering persona generation, journey mapping, usability testing, and research synthesis. Use for user research, persona creation, journey mapping, or design validation.

Offline audit of an exported Google Workspace config: 2SV, passwords, sharing, apps, admins, email DNS. Writes API auth setup guides. Use when asked to audit Workspace security, check SPF/DKIM/DMARC,

Agile product ownership for backlog management and sprint execution. Use for writing user stories and acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizi

Generate changelogs and release notes from Conventional Commits with semver bump detection, Keep a Changelog formatting, and monorepo scopes. Use when preparing releases, enforcing commit standards, o

Check AI-generated marketing content and reviews for required disclosures under the EU AI Act, FTC rules and platform AI-label policies. Use when labelling AI ads, deepfakes, chatbots, influencer post

Social media campaign analysis and performance tracking that calculates engagement rates, ROI, and cross-platform benchmarks. Use for analyzing social performance, calculating engagement rate, or meas

This skill should be used when the user asks to "audit prompts for safety", "check prompts for injection vulnerabilities", "manage a prompt catalog", "version control prompts", or "review prompt quali

Plan, write and measure ads inside AI assistants and AI search (ChatGPT Ads, Google AI Overviews and AI Mode, Microsoft Copilot). Use when testing ChatGPT ads, answer-adjacent copy, or incrementality

VP of Engineering advisor on org design, productivity, quality, delivery, and capacity planning. Use when scoring engineering org health, designing the eng org, planning capacity, or building the prod

Programmatic page generation at scale using template-based SEO and data pipelines: keyword pattern mining, template architecture, and indexation for 100-100K+ pages. Use when building SEO pages at sca

Create SEO-optimized marketing content with consistent brand voice, using a brand voice analyzer, SEO optimizer, and content frameworks. Use when writing blog posts, creating social content, or analyz

GDPR Art. 35 Data Protection Impact Assessment with threshold checking, risk registers, and EDPB criteria scoring. Use for DPIA evaluations.

Deep clause-by-clause NDA review from Recipient or Discloser perspective. Produces issue log with redlines, fallbacks, rationales, owners, deadlines. Use when reviewing NDAs for negotiation or approva

Builds and audits a nine-block Business Model Canvas, tracing each segment through value, channel and revenue and naming the riskiest assumptions. Use when designing, refreshing or stress-testing a bu

Rates the five competitive forces of one precisely defined industry with evidence and turns the dominant forces into moves. Use when weighing market entry, diagnosing margin pressure or auditing indus

Maps one outcome to customer opportunities, 3+ solutions each and assumption tests, then audits the tree. Use when prioritizing discovery work, mapping solutions to a problem, or checking whether a ro

Pick a prioritization method and rank a backlog: RICE, ICE, opportunity, MoSCoW and weighted scoring, plus four reference-only methods. Use when ranking features, problems or initiatives against each

Cluster, score and route inbound feature requests from support, sales, NPS and exec asks, and draft honest replies. Use when a feedback queue needs triaging or a customer needs a defensible yes, no or

Renders a weekly executive status update (highlights, blockers, risks, asks, next) from Jira or Linear data. Use when preparing a sponsor or steering update, or standardising a team's weekly report.

Classifies growth bets into the four Ansoff quadrants and checks the investment mix against the company's stage. Use when prioritising growth bets, allocating a growth budget or testing a pitched "adj

Builds and audits an evidence-backed SWOT with TOWS actions for one explicit strategic question. Use when assessing a market entry, pivot, competitive response or restructure, or as input to annual pl

Turn a blocked decision into an async questionnaire a stakeholder can answer without a meeting. Use when you need someone else's input to decide, a meeting would be overkill, or answers from several p

Sketches a one-page startup model as testable hypotheses: problem, early adopters, value proposition, unfair advantage, riskiest assumptions. Use at the idea, pre-product-market-fit or pivot stage, or

Compute lead time, cycle time, throughput, WIP, aging WIP and a cumulative flow diagram from issue status history. Use when diagnosing slow delivery, setting WIP limits or preparing a flow review.

Validate a monthly investor update against a rubric of strong-update sections (transparency, decision-relevance, specific asks). Use before sending a monthly investor update or setting a fundraise com

Run delivery when AI coding and ops agents take tickets. Use when setting agent delegation policy, writing agent-ready tickets, planning review capacity, measuring agent vs human delivery, or rolling

Grade stories against INVEST, split them vertically or as tracer bullets, and enforce Definition of Ready and Done. Use when refining a backlog, splitting an oversized story, or checking sprint readin

Customer leadership advisor on CX strategy, retention and expansion, and voice-of-customer programs. Use when defining a CX strategy, scoring CX maturity, planning churn interventions, or designing a

Generate and score candidate brand, product, and domain names for memorability and pronounceability. Use when naming a new product, company, or feature, brainstorming brand names, or finding an availa

Designs a product metrics dashboard in four layers (North Star, inputs, guardrails, operational) with owners, comparisons and cadence, and audits the spec. Use when building a launch dashboard or prun

Pick the one metric that tracks customer value, decompose it into inputs with leading indicators and guardrail metrics. Use when defining the metric a team optimises before writing OKRs, or when a das

Defines which accounts to sell to across eight dimensions with explicit exclusions, then scores real accounts against that profile. Use when defining or refining an ICP, building a qualification rubri

Draft and score quarterly OKRs: a qualitative objective, measurable key results and a counter-metric. Use when setting or reviewing a team's OKRs before they are committed, or when KRs read like a tas

Turn a feature-list roadmap into outcome statements placed in Now/Next/Later, and check each has a measure. Use when converting a feature-list roadmap, reviewing a roadmap before it goes to leadership

Maps stakeholders by power, interest and stance, then plans engagement and blocker conversion so objections surface early. Use for a major initiative, an enterprise deal, a re-org or a contested roadm

Segments who reacted to and commented on a post from a CSV or JSON export, and says whether it reached the intended audience. Use when reviewing a post's engagers, checking audience fit, or building a

Track cross-team dependencies in one JSON file and get a risk-ranked blocker list, the longest hand-off chain and a Mermaid graph. Use when several teams depend on each other and you need to know what

Writes QA cases from a feature spec across happy, edge, error, empty, concurrent, accessibility and security paths, then audits coverage. Use when planning QA for a feature, or finding coverage gaps a

Data leadership advisor on data strategy, governance, quality, and platform decisions. Use when defining a data strategy, scoring data maturity, auditing data governance, evaluating a data platform, o

Interrogate a plan, design or idea one round of questions at a time until every decision is settled. Use when stress-testing a plan before building, when a design feels underspecified, or turning a fu

Turn tickets, changelogs and git logs into user-facing notes grouped by type, breaking changes first. Use when announcing a product release, maintaining a changelog, or rewriting technical entries for

Turns something made for another channel (a thread, a video or talk transcript, a blog post, a newsletter) into a post that reads as native to LinkedIn, without changing what the source says. Use when