mckinsey

@mckinsey source repo

26 skills
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7 hours ago last updated

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Code Connect · mckinsey
Create or update a QBDS Figma Code Connect mapping as a template file (`code-connect/<name>.figma.ts`, MCP `figma` API, published via the Figma CLI). Use when adding a new mapping, wiring a Figma node URL, or mapping Figma component properties to a React component's API — including Figma-only props (show* booleans, slots) with no matching React prop. Triggers — "add a code connect", "create a Figma mapping", "map this component to Figma", "code connect for <component>", or a figma.com node URL alongside work in code-connect/.

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Figma Parity · mckinsey
Match Figma specs when implementing or reviewing QBDS UI — tokens, layout, all variants/states, Code Connect, demos, registry. Use when implementing, updating, or reviewing a QBDS component against a Figma URL/node or the library spec. Triggers — "implement this Figma component", "match the Figma spec", "figma parity", "build this component from Figma", or a figma.com URL alongside work in src/components/ui/, demos, registry.json, or code-connect/.

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Figma Extract · mckinsey bundle
Inventories components, properties, and structure from a Figma URL. Use before implementing or reviewing Figma-driven components.

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Figma Token Sync · mckinsey
Sync QBDS Figma variables (DS_Themes, Radius, DS-Primitives) into globals.css and TOKENS.md. Use only when designers have updated Figma variables and tokens need to flow into code (light + dark modes). Triggers — "sync tokens", "figma token sync", "designers updated variables", or a Figma variables URL for the QBDS v2.0.0 file. For component-only work use figma-parity instead.

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Figma To React Code · mckinsey
Generic skill — spec, reference, api, build, tests. Portable layer only. Do not invoke when the host ships a binding skill. Do not use for updates to an existing component or token sync only.

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Create Qbds Component · mckinsey
End-to-end QBDS skill — spec through registry for a new component from Figma. Use when src/components/ui/<name>.tsx does not exist. Triggers — "add a new component", "create the <name> component", "build <name> from Figma", or a figma.com URL for a missing ui file. Do not use for updates (figma-parity), token sync (figma-token-sync), or Code Connect-only edits (code-connect).

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Dashboard Build · mckinsey bundle
Use this skill to build, implement, and test Vizro dashboards (Phase 2). Activate when the user wants to create a working app, says "just build it", or has data ready for implementation. Requires spec files from the dashboard-design skill (Phase 1), or user confirmation to skip design.

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Dashboard Design · mckinsey bundle
Use this skill first when the user wants to design or plan a dashboard, especially Vizro dashboards. Enforces a 3-step workflow (requirements, layout, visualization) before implementation. Activate when the user asks to create, design, or plan a dashboard. For implementation, use the dashboard-build skill after completing Steps 1-3.

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Writing Vizro YAML · mckinsey bundle
Use this skill when writing or debugging Vizro YAML dashboard configurations — component syntax, data_manager registration, custom function wiring, filter/parameter setup, or AG Grid tables. Activate when the user is building a Vizro app, encountering YAML or runtime errors, or asking about Vizro component patterns.

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Wiring Vizro Actions · mckinsey bundle
Use this skill when adding cross-filter, cross-highlight, drill-through, or data export interactions to a Vizro dashboard — both for choosing the right interaction pattern during design and for implementing actions in code. Activate when the user wants clicks on a chart or table to filter or highlight other charts, tables, or figures, needs cross-page navigation with pre-set filters, or wants users to download data.

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Selecting Vizro Charts · mckinsey bundle
Use this skill when choosing chart types, applying Plotly Express conventions, configuring colors, building KPI cards, or adding tables (AG Grid) to Vizro dashboards. Activate when the user asks which chart fits their data, needs custom chart functions, wants to set colors or palettes, is creating KPI metric cards, or needs a tabular detail view.

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Designing Vizro Layouts · mckinsey bundle
Use this skill when designing or building Vizro dashboard layouts — grid configuration, component sizing, filter/parameter placement, selector types, or container patterns. Activate when the user is creating wireframes, defining page structure, placing controls, or sizing charts.

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Ark Pentest Issue Resolver · mckinsey
Resolve common penetration testing issues in Ark. Use when fixing security vulnerabilities from pentest reports, security audits, or OWASP Top 10 issues.

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Ark Dependabot Management · mckinsey
Consolidate open Dependabot PRs into a single integration branch. Use when the user asks to "consolidate dependabot", "merge dependabot PRs", "batch dependency updates", or mentions dependabot PR management.

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Ark Controller Development · mckinsey
Guidance for developing the Ark Kubernetes operator. Use when modifying Go types, CRDs, controllers, or webhooks. Helps with CRD generation and Helm chart sync issues.

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Multi Branch Cluster Setup · mckinsey bundle
Set up N isolated minikube clusters, one per Git worktree, for parallel Ark branch development. Use when the user wants to run multiple branches simultaneously, set up isolated Kubernetes environments per branch, create git worktrees with dedicated clusters, or configure devspace contexts for multi-branch development.

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Ark Analysis · mckinsey
Analyze the Ark codebase by cloning the repository to a temporary location. Use this skill when the user asks questions about how Ark works, wants to understand Ark's implementation, or needs to examine Ark source code.

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Ark Chainsaw Testing · mckinsey bundle
Run and write Ark Chainsaw tests with mock-llm. Use for running tests, debugging failures, or creating new e2e tests.

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Ark Dashboard And UI Testing · mckinsey
Test the Ark Dashboard and UI with Playwright and create PRs with screenshots. Use this skill when testing dashboard UI, taking screenshots for PRs, or validating dashboard changes.

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A2a Protocol · mckinsey bundle
Reference documentation for the Agent2Agent (A2A) protocol. Use when building A2A servers or clients, configuring Ark A2AServer resources, debugging A2A communication, or answering questions about the A2A specification, Agent Cards, task lifecycle, streaming, extensions, or protocol bindings.

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Ark Documentation · mckinsey
Guidance for structuring Ark documentation using the Diataxis framework. Use this skill when creating new docs, deciding where content belongs, reviewing documentation PRs, or restructuring existing documentation.

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Issue Creation · mckinsey
Structured workflow for drafting NEW GitHub issues with codebase research, duplicate detection, and testing approach. Always asks clarifying questions and shows the draft for approval before creating. For searching, listing, viewing, or updating existing issues, use the "issues" skill instead.

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Ark Setup Cluster · mckinsey
Set up and install the Ark platform in a Kubernetes cluster. Supports default mode (existing cluster) and isolated e2e testing mode (dedicated Kind cluster). Use when the user wants to install, deploy, test, or configure Ark.

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Slack Announcement · mckinsey
Produce a themed Slack post announcing Ark releases. Pulls from BOTH the Ark core repo (mckinsey/agents-at-scale-ark) and the Marketplace repo (mckinsey/agents-at-scale-marketplace), validates docs links, groups features by theme with relevant emoji, and ends with a "Coming next" section sourced from the current sprint on the ARK project board. Invoke when the user asks for a "release announcement", "slack post", "what's new since vX", "changelog for

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Ark Sdk Development · mckinsey
Regenerate and debug types across the ARK stack (SDK, API, Dashboard). Use when fixing TypeScript type errors in ark-dashboard, updating types after CRD changes, regenerating types.ts from OpenAPI spec, debugging "Property does not exist on type" schema errors, or adding custom SDK functionality via overlays. Covers the full type pipeline from Kubernetes CRDs to TypeScript.

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Ark Vulnerability Fixer · mckinsey
CVE research and security patch workflow for Ark. Provides CVE API integration, mitigation strategies, and security-focused PR templates. Works with research, analysis, and setup skills for comprehensive vulnerability fixing.

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26 published skills