Skill rating

SEO covering technical SEO, content optimization, link building, keyword research, and search analytics. Use when auditing technical SEO, researching keywords, optimizing on-page elements, or analyzin

Audit Microsoft Excel (.xlsx) workbooks for formula density, external references, named ranges, hidden sheets, and data validation. Use when reviewing a financial model, sharing a workbook externally,

Systematic copy editing through focused passes (the Seven Sweeps Framework) covering clarity, voice, proof, specificity, and friction removal. Use when editing marketing copy, reviewing drafts, polish

Write persuasive marketing copy for homepages, landing, pricing, feature, and product pages using headline formulas, CTA frameworks, and objection handling. Use when writing page copy, improving headl

Adversarial verification for AI-generated legal content. Use when fact-checking legal documents, validating citations, detecting hallucinations, scoring document quality, or assessing distribution rea

Writes and times a customer interview script that collects past-behavior stories, not opinions. Use when preparing a discovery, solution-validation, journey, churn or win-loss interview, or when inter

Maps one segment's jobs, pains and gains against your product's relievers and creators and checks fit. Use when testing whether an offer matches what customers care about, or positioning a product for

Plan a flag-gated rollout: classify the flag, pick a rollout shape, set kill-switch thresholds and retire the flag. Use when planning a phased rollout, a kill switch, a holdout or a cleanup of old fla

Produce executive, customer and internal versions of one roadmap with consistent framing and the right detail and risk language for each. Use when publishing the quarterly roadmap, a board packet or a

Splits oversized epics and stories into thin vertical slices with nine named patterns and a decision tree. Use when a story is too big, overruns cycle time, or fails the Small test of INVEST.

Plans PM interview prep across product sense, execution, strategy, behavioral and technical rounds, calibrated to level. Use when a PM loop is scheduled, you are running mock interviews, or you are mo

Assign Driver, Approver, Contributor and Informed roles for the decisions that keep stalling, then roll the chart out. Use when decisions thrash, ownership is unclear after a reorg, or a new team need

Scores a PM against level rubrics from APM to VP/CPO, then builds a gap analysis, 6-month growth plan or promotion packet. Use when preparing for promotion, calibrating your level, or turning manager

Builds a user story map (journey backbone, ranked tasks, release lines) to agree an MVP and release order. Use when defining an MVP, slicing releases, or turning a flat backlog back into a user journe

Plan and run a closed beta: cohorts, exit gates agreed before recruiting, weekly cadence and a Greenlight/Extend/Pivot/Kill memo. Use when running a closed beta or design-partner program before genera

Run a blameless review with a timeline, contributing causes and owned action items. Use when an incident, outage, missed launch or failed experiment needs a written review.

Write the PRD for a pricing change: model and packaging, experiment design, grandfathering, communication and rollback thresholds. Use when turning a pricing decision into an experiment, a pricing-pag

Builds a new PM's 30-60-90 day plan from a situation diagnosis: stakeholder map, 1:1 questions, early wins and a first PRD. Use when starting a PM job, moving to a new team, or taking on new scope.

EU AI Act readiness assessment and sprint playbook. Use when preparing for the high-risk AI system deadlines (Dec 2027 / Aug 2028), when a notified-body conformity assessment is scheduled, or when GPA

Extracts and classifies the opening-line pattern of LinkedIn posts the user pastes or saves, and turns each into a reusable slot template with cautions. Use when studying why an opening works, buildin

Triages a pasted LinkedIn comment section and drafts replies: which comments to answer, in what order, which to ignore. Use when answering comments on your own post, replying inside a thread, or clear

Generate and optimize GitHub Actions CI/CD workflows. Use when designing workflows, planning multi-environment deployments, optimizing pipeline cost and runtime, or implementing blue-green, canary, or

Product manager toolkit covering RICE prioritization, customer interview analysis, PRDs, and discovery frameworks. Use for feature prioritization, user research synthesis, requirement documentation, o

Builds 1:1 agendas and kickoff scripts for a PM's manager, EM, designer, reports and cross-functional partners. Use when starting a new 1:1, a 1:1 has turned into status updates, or you need to give a

ISO 42001 AI Management System (AIMS) compliance. Use for ISO 42001 readiness assessments, AI governance planning, AI impact assessments, Annex A control validation, responsible AI implementation, and

Solutions architecture for technical pre-sales. Use when running technical discovery, designing integration architectures, running security assessments, scoping proof-of-concepts, or writing solution

App Store Optimization toolkit for researching keywords, optimizing metadata, and tracking mobile app performance on Apple App Store and Google Play Store.

Gathers facts about a codebase (stack, layers, entry points, setup gaps) and turns them into onboarding docs: architecture overview, file map, setup guide, debugging guide. Use when onboarding enginee

Generate an interactive, resumable bash wizard that walks a person through steps only a human can do. Use when a task needs dashboard credentials, DNS or change approval, key rotation, or a manual tra

EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Use for Annex VIII classification, GSPR, clinical eva

Designs Notion databases, views and page structure for PRDs, OKRs, roadmaps and decisions, and writes REST API calls. Use when asked to "design a PRD database", sync Notion with Jira or Linear, or scr

Context management engine for AI coding agents. Use when building agent memory systems, optimizing context windows, allocating token budgets, designing RAG pipelines for code, or managing persistent m

Data breach incident response with ENISA severity scoring, notification timelines, and compliance tracking. Use for breach assessment and response.

Assess IT vendors and third-party partners with multi-factor risk scoring and regulatory compliance checklists. Use when evaluating technology vendors.

Heuristic code-review pre-pass for TS, JS, Python, Go, Swift and Kotlin: PR risk, smells, SOLID issues, and a two-axis (standards vs spec) review method. Use when reviewing a PR or preparing a review

CAPA system management for medical device QMS, covering root cause analysis, corrective action planning, and effectiveness verification. Use for CAPA investigations, 5-Why and fishbone analysis, and c

Cross-framework infrastructure security audit across cloud, network, and CI/CD. Use for infrastructure and cloud security audits, security posture assessment, and validating technical controls for SOC

Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success

Analyzes pipeline coverage, tracks forecast accuracy with MAPE, and calculates GTM efficiency metrics for SaaS revenue optimization

SaaS pricing design and optimization covering value metric selection, tier architecture, price point research, pricing page design, price increase execution, and competitive pricing analysis.

Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and

Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive an

EU AI Act (Regulation EU 2024/1689) compliance specialist. Use for AI system risk classification, provider/deployer obligations, GPAI model compliance, conformity assessments, bias and fairness testin

Analyzes RFP responses for coverage gaps, builds competitive feature matrices, and plans proof-of-concept engagements for pre-sales engineering

GDPR and German DSGVO compliance. Use for GDPR compliance assessments, privacy audits, scanning codebases for privacy risks, DPIA generation, data protection planning, and data subject rights manageme

Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making

This skill should be used when the user asks to "plan a red team engagement", "scope a penetration test", "design a security assessment methodology", "create rules of engagement", or "plan an adversar

Plan and write end-of-life announcements with dated milestones, a working migration path and per-segment messages. Use when sunsetting a product, feature, API version or pricing tier.

Extends a PRD with model choice, eval and safety plan, guardrails, cost model and rollout gates for an AI or ML feature. Use when specifying any LLM, RAG, agent or ML feature, or replacing a rules-bas

Systematic competitor analysis covering product teardowns, 12-dimension scoring rubric, feature comparison matrices, SWOT analysis, pricing model deconstruction, UX audits, and strategic action plans