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create, update, or destroy Automation Platform Controller credential. Use when managing credential resources on remote hosts via Ansible.

Create, update, or destroy custom Automation Platform Controller credential type. Use when managing credential type resources on remote hosts via Ansible.

create, update, or destroy Execution Environments in Automation Platform Controller. Use when managing execution environment resources on remote hosts via Ansible.

create, update, or destroy Automation Platform Controller group. Use when managing group resources on remote hosts via Ansible.

create, update, or destroy Automation Platform Controller host. Use when managing host resources on remote hosts via Ansible.

create, update, or destroy Automation Platform Controller inventory. Use when managing inventory resources on remote hosts via Ansible.

create, update, or destroy job templates. Use when managing job template resources on remote hosts via Ansible.

create, update, or destroy Automation Platform Controller projects Use when managing project resources via API with Ansible.

Autonomous end-to-end issue processing — triage, plan, review, implement, review, fix, PR

Use when reviewing PRs for architecture contract compliance in Ansible Jane. Checks layer discipline, interface contracts, module boundaries, state management, DI patterns, and naming conventions against docs/architecture/service-contracts.md. Auto-loads relevant Kotlin/Android skills based on changed files.

Use this skill to integrate the Jetpack Compose Styles API into an Android project. This skill guides you through upgrading dependencies, setting up component themes, making custom components styleable, and migrating existing layout properties to use unified styles. Migrate custom design system components, replace hard coded parameters with Style attributes, and use Modifier.styleable for interaction states.

Compose and Compose Multiplatform expert for UI development across Android, Desktop, iOS, and Web. Use whenever the user mentions Compose APIs (@Composable, remember, LaunchedEffect, NavHost, MaterialTheme, LazyColumn, Modifier, recomposition), Compose Multiplatform (commonMain, expect/actual, Res.*, ComposeUIViewController, UIKitView, ComposeViewport), Android TV (tv-material, D-pad, focus, Carousel), Material 3 motion, atomic design systems, design-to-code workflows, Paging 3, or navigation. Activates Review Mode on GitHub PR URLs and review phrases ("review this PR", "what's wrong with this"). Auto-detects Compose projects on session_start. Backed by actual androidx/androidx and JetBrains/compose-multiplatform-core source receipts. See "## When this skill applies" in SKILL.md for the full trigger surface.

Platform abstraction decision-making for Amethyst KMP project. Guides when to abstract vs keep platform-specific, source set placement (commonMain, jvmAndroid, platform-specific), expect/actual patterns. Covers primary targets (Android, JVM/Desktop, iOS — all mature) with web/wasm as possible future targets. Integrates with gradle-expert for dependency issues. Triggers on: abstraction decisions ("should I share this?"), source set placement questions, expect/actual creation, build.gradle.kts work, incorrect placement detection, KMP dependency suggestions.

Use when writing or reviewing Jetpack Compose motion: visibility enter/exit, animating one property toward a target, color or size transitions, multiple properties from one state, switching composable content, or choosing between AnimatedVisibility, animate*AsState, rememberTransition, AnimatedContent, and Crossfade.

Use when writing or reviewing Jetpack Compose code with LaunchedEffect, DisposableEffect, SideEffect, rememberCoroutineScope, rememberUpdatedState, snapshotFlow, snackbar, navigation, focus requests, analytics, or event Flow collection.

Use when writing or reviewing Jetpack Compose parameter stability, compiler reports, skippability, unstable UI state classes, collection parameters, or Kotlin 2.0+ strong skipping behavior.

Scaffold molecule testing for an Ansible role or collection following the current molecule testing philosophy (Ansible-native everything). Use when the user wants to add molecule tests, create test scenarios, or set up molecule for an existing role or collection. Use when user says "add molecule", "create molecule tests", "scaffold testing", "add test scenarios", or "set up molecule". Generates modern ansible-native molecule.yml (no driver/provisioner/verifier/platforms blocks), working create.yml/destroy.yml playbooks, smart verify.yml from role introspection, and optional GitHub Actions CI. Optionally uses ansible-know MCP server for module return value lookup. Do NOT use for migrating existing molecule setups (migration skill planned for a future release).

Review Ansible code against Red Hat CoP automation good practices. Use when the user wants to audit, lint, review, check, or validate Ansible roles, playbooks, collections, or inventory for compliance with CoP rules. Optionally validates module parameters via ansible-know MCP. Use when user says "lint my role", "check my playbook", "review best practices", or "audit my Ansible code". Do NOT use for general Python or YAML linting unrelated to Ansible. Do NOT use for answering Ansible module usage questions or checking syntax against official Ansible documentation (use ansible-docs instead).

Create a new Ansible content collection following all Red Hat CoP good practices. Optionally uses ansible-know MCP tools to discover existing collections on Galaxy and inspect reference collections before scaffolding. Use when the user wants to create, generate, or bootstrap a new Ansible collection. Use when user says "create a collection", "new collection", "scaffold collection", or "init collection". Leverages ansible-creator when available. Do NOT use for reviewing existing collections (use ansible-good-practices instead).

Create a new Ansible execution environment project following good practices. Optionally uses ansible-know MCP tools to validate collection dependencies on Galaxy and pin latest versions. Use when the user wants to create, generate, or bootstrap a new EE. Use when user says "create an EE", "new execution environment", "scaffold EE", or "build EE project". Leverages ansible-creator when available. Do NOT use for building existing EEs or managing containers. Do NOT use for reviewing existing EEs (use ansible-good-practices instead).

Create a new Ansible role following all Red Hat CoP good practices. Use when the user wants to create, generate, or bootstrap a new Ansible role. Use when user says "create a role", "new role", "scaffold role", or "generate role skeleton". Optionally uses ansible-know MCP tools for module-aware task generation with verified parameters. Falls back to template-based generation when MCP is unavailable. Leverages ansible-creator when available. Do NOT use for reviewing existing roles (use ansible-good-practices instead). Do NOT use for creating collections (use ansible-new-collection) or adding molecule tests to existing roles (use ansible-new-molecule).

Display the Zen of Ansible principles and review Ansible code against them. Use when the user wants to see the Zen of Ansible, get philosophical guidance on their automation approach, or review code for simplicity, readability, and clarity. Use when user says "zen of ansible", "simplify my playbook", "is this too complex", or "clean code review". Do NOT use for strict rule compliance (use ansible-good-practices instead). Do NOT use for Ansible module reference or documentation lookups (use ansible-docs instead).

Answer Ansible questions and review Ansible code using official documentation from the Ansible ecosystem. Covers ansible-core, ansible-lint, ansible-navigator, ansible-builder, ansible-creator, and molecule. Use when the user asks about Ansible concepts, syntax, best practices, deprecations, or wants Ansible code reviewed against official docs. Use when user says "check my playbook against docs", "what does Ansible say about X", "how do I use module Y", or "review my role". Do NOT use for CoP good practices review (use ansible-good-practices instead). Do NOT use for general Python or YAML questions unrelated to Ansible.

Review PR or branch changes against ansible-know-mcp architecture contracts, layer dependencies, and ADRs. Use when asked to review a PR, check architecture, audit layer dependencies, or do a multidimensional code review of this project.

Expert guide for the NotebookLM CLI (`nlm`) and MCP server - interfaces for Google NotebookLM. Use this skill when users want to interact with NotebookLM programmatically, including: creating/managing notebooks, adding sources (URLs, YouTube, text, Google Drive), generating content (podcasts, reports, quizzes, flashcards, mind maps, slides, infographics, videos, data tables), conducting research, chatting with sources, or automating NotebookLM workflows. Triggers on mentions of "nlm", "notebooklm", "notebook lm", "podcast generation", "audio overview", or any NotebookLM-related automation task.