Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data. Use whenever the user asks to "update the deck with Q4 numbers", "refresh the comps", "roll this forward", "swap in the new earnings", "change all the $485M to $512M", or any request to swap figures across an existing deck without rebuilding it.

Use when an engineering task must be carried to a verified, reviewed, PR-ready local change: an approved ticket or requirements, a feature, or a bug fix, including a failing test, a crash, or a bug a user reported.

Deploy and configure web frameworks on Netlify — build settings and SSR/edge adapters plus local platform emulation and env vars. Use when setting up or fixing a framework deploy (Next.js / Astro / Nuxt / SvelteKit / Remix / React Router / TanStack Start / SolidStart / Gatsby / Angular / Vite / Express / Hydrogen / Hugo / Eleventy / Vue / React), adding SSR or edge functions or middleware wired to Netlify context, fixing SPA redirect and catch-all rules, setting a build command or publish directory, or debugging "why isn't my env var updating" and framework build failures.

Deploy and configure web frameworks on Netlify — build settings and SSR/edge adapters plus local platform emulation and env vars. Use when setting up or fixing a framework deploy (Next.js / Astro / Nuxt / SvelteKit / Remix / React Router / TanStack Start / SolidStart / Gatsby / Angular / Vite / Express / Hydrogen / Hugo / Eleventy / Vue / React), adding SSR or edge functions or middleware wired to Netlify context, fixing SPA redirect and catch-all rules, setting a build command or publish directory, or debugging "why isn't my env var updating" and framework build failures.

Lookup documented AKS fixes only when the prompt includes an exact catalog signature and all of its qualifiers: VMCannotFitEphemeralOSDisk; NodePoolMcVersionIncompatible; 'NodeImageVersion is not accepted'; AKS SkuNotAvailable with size, location, and zone; ZonalAllocationFailed with insufficient zone capacity; OverconstrainedAllocationRequest with listed constraints; nested AKS vmssCSE/CSE VMExtensionError_OutboundConnFail, VMExtensionError_K8SAPIServerConnFail, or VMExtensionError_K8SAPIServerDNSLookupFail; or AllocationFailed with the full cataloged internal-error or insufficient-regional-capacity message. Never use for quota errors, code-only or bare wrappers, generic symptoms, incomplete signatures, or failures outside AKS; use aks-troubleshooting or azure-diagnostics.

Receive and verify Cronofy push notifications (webhooks). Use when setting up Cronofy notification channels, debugging Cronofy-HMAC-SHA256 verification, or handling Cronofy calendar events like verification, change, profile_disconnected, conferencing_profile_disconnected, profile_initial_sync_completed, and gdpr_requested. Cronofy signs the raw body with your application's client secret and sends a COMMA-SEPARATED list of base64 HMACs in the Cronofy-HMAC-SHA256 header.

Google Text-to-Speech (gTTS) for converting text to audio. Use when creating audiobooks, podcasts, or speech synthesis from text. Handles long text by chunking at sentence boundaries and concatenating audio segments with pydub.

Use when updating Node.js versions in the RStudio repository, e.g. bumping to a new release. Handles both build-time Node (RSTUDIO_NODE_VERSION, used for building Electron/GWT) and installed Node (RSTUDIO_INSTALLED_NODE_VERSION, shipped with the product). This skill is for macOS and Linux only.

This skill should be used when the user asks to "write Swift code", "create a Swift type", "set up a Swift package", "review Swift code", "refactor Swift", "use async/await in Swift", "fix Swift style", "set up SwiftLint", "configure SwiftFormat", or when generating any Swift source code regardless of target platform. Provides modern Swift 6+ best practices covering type system, optionals, concurrency, error handling, protocols, generics, idiomatic patterns, and SwiftLint/SwiftFormat setup. Covers the language, standard library, and Foundation only — no platform UI frameworks; pair with `apple-app-development` for Apple app work.

This skill should be used when the user asks to "write Kotlin code", "create a Kotlin class", "set up a Kotlin project", "review Kotlin code", "refactor Kotlin", "use Kotlin coroutines", "fix Kotlin style", "set up Detekt", "configure ktlint", "add static analysis to a Kotlin project", "set up Kotlin linting (Detekt, ktlint)", or when generating any Kotlin source code. Provides modern Kotlin 2.1+ best practices covering null safety, coroutines, data modeling, error handling, idiomatic patterns, and static analysis (Detekt, ktlint). Covers the language and stdlib only; the one framework-specific part is an optional Android/Compose lint section. For Android app code (Compose UI, lifecycle, platform APIs) use google-app-development alongside it.

Use when the user wants to watch the current GitHub repo for pull requests that need their review — new PRs, explicit review requests, re-requests after new commits — e.g. "watch for incoming reviews", "check PRs needing my review", or to set up a recurring check. GitHub-only (gh CLI). Not for reviewing one specific known PR (invoke pr-review directly).

Provides patterns for building TypeScript CLI tools distributed via npx - package structure, the bin entry point and shebang, ESM-ready tsconfig, argument parsing, output and exit codes, local testing, and npm publishing. Use when the user asks to "create an npx package", "build a CLI tool with TypeScript", "set up a Node.js CLI", "publish an npm package", "configure package.json bin field", "add CLI argument parsing", or "create an executable npm package", or when writing TypeScript code for a command-line tool distributed via npx. Does not cover general TypeScript style, type design, or non-CLI project layout - see the typescript skill for those.

Lookup documented AKS fixes only when the prompt includes an exact catalog signature and all of its qualifiers: VMCannotFitEphemeralOSDisk; NodePoolMcVersionIncompatible; 'NodeImageVersion is not accepted'; AKS SkuNotAvailable with size, location, and zone; ZonalAllocationFailed with insufficient zone capacity; OverconstrainedAllocationRequest with listed constraints; nested AKS vmssCSE/CSE VMExtensionError_OutboundConnFail, VMExtensionError_K8SAPIServerConnFail, or VMExtensionError_K8SAPIServerDNSLookupFail; or AllocationFailed with the full cataloged internal-error or insufficient-regional-capacity message. Never use for quota errors, code-only or bare wrappers, generic symptoms, incomplete signatures, or failures outside AKS; use aks-troubleshooting or azure-diagnostics.

Review pull requests, diffs, and code changes for concrete behavior, contract, security, test, maintainability, and documentation defects. Use when the user asks for review of a PR, patch, diff, commit, or code change.

Use when the user asks "what predefined metrics are available", "which built-in metrics should I use", "what does CSAT measure", "how does hallucination detection work", "what's the difference between Interruption Score and AI Interrupting User", "which metrics are free", "which metrics need audio", "configure silence threshold", "set up sentiment metric", or any question about Cekura's out-of-the-box metrics. Covers the full catalog of predefined metrics — what each does, costs, constraints, configuration options, and when to use each one.

Serve a child resource that hangs off many different parents — comments, reports, duplications, attachments — from a single Rails controller, using a route concern plus `resource_for` from the rolemodel_rails gem. Use when a child resource needs to attach to several parent models, when about to write a second or third namespaced controller that differs only by its parent (`Articles::CommentsController`, `Widgets::CommentsController`), when a route concern passes a `*_type` route default such as `commentable_type` or `reportable_type`, when a controller looks up its parent with a hard-coded `Parent.find(params[:parent_id])` that now needs to support more parents, or when consolidating duplicated per-parent controllers.

Transitions a GitHub milestone from planning to active execution. Use when the team is ready to begin a sprint or release cycle — bulk-transitions open issue labels from status:needs-grooming to status:in-progress, updates GitHub Projects V2 Status to In Progress, and confirms before applying changes. Requires milestone number as argument. Use after /group-items-to-milestone.

Apply clear-writing standards to any prose the agent produces - READMEs, docs, UI copy, error messages, commit and PR text, release notes. Use when writing or editing documentation, interface copy, or any text a human will read. Says "write the README", "improve this copy", "draft the docs", "word this error".

Orchestrate multiple coding-agent CLIs (codex/gemini/copilot/claude) headlessly — each in its own git worktree, driven non-interactively (one-shot, not interactive REPLs; each worker runs in a tmux window by default so its output stays visible), then merged. Use when fanning real implementation or review work out to several model CLIs in parallel without driving interactive REPLs, when you need worktree isolation so agents don't collide, or when distributing token cost onto external providers. Trigger on "run codex/gemini/copilot in parallel", "headless multi-agent", "git worktree per agent", "non-interactive CLI agents", "offload work to other model CLIs", "parallel build with isolated worktrees". For interactive tmux worker teams use quintet-team-runtime instead; for one-shot opinions use quintet-fleet-dispatch.

Monad blockchain development tutor and builder. Triggers on "build", "create", "dApp", "smart contract", "Solidity", "DeFi", "Monad", "web3", "MON", or any blockchain development task. Covers Foundry-first workflow, Scaffold-Monad, parallel execution EVM, and Monad-specific deployment patterns.