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Use when configuring Docker environments for act, selecting runner images, managing container resources, or troubleshooting Docker-related issues with local GitHub Actions testing.

Use when testing GitHub Actions workflows locally with act. Covers act CLI usage, Docker configuration, debugging workflows, and troubleshooting common issues when running workflows on your local machine.

Use when creating or modifying GitHub Actions workflow files. Provides guidance on workflow syntax, triggers, jobs, steps, and expressions for creating valid GitHub Actions workflows that can be tested locally with act.

Test GitHub Actions locally using act. Use when debugging workflows locally, testing workflow changes before pushing, or troubleshooting action failures.

<EXTREMELY_IMPORTANT>

Use when creating or refactoring Nango integration actions to be thin API wrappers - provides patterns for minimal transformation logic, direct proxy calls, and standardized structure

This skill should be used when the user asks about Action Cable, WebSockets, real-time features, channels, broadcasting, subscriptions, chat applications, live notifications, presence indicators, collaborative editing, server push, pub/sub patterns, Solid Cable, or streaming updates. Also use when discussing real-time architecture, WebSocket deployment, or alternatives like polling and Server-Sent Events. Examples:

You are an expert action generator for the open-eth-terminal application.

Systematic framework for extracting actionable items from documents and

Standardized output format for code reviews with severity labels, file:line references, and fix code snippets. Use when generating review reports that need consistent, actionable feedback structure.

GitHub Actions and CI/CD best practices for automated testing, building, and deployment.

Create and configure GitHub Actions. Use when building custom actions, setting up runners, implementing security practices, or publishing to the marketplace.

Query and manage Active Directory: users, groups, computers, OUs, GPO status. Use when user asks about AD objects or domain information.

Эксперт active learning. Используй для ML с участием человека, uncertainty sampling, annotation workflows и labeling optimization.

Create, manage, and optimize email campaigns for Laguna Beach Tennis Academy using ActiveCampaign. Use when Claude needs to: (1) Create email campaigns for program launches, camps, or events, (2) Build automation workflows and nurture sequences, (3) Manage contact lists and segmentation, (4) Design luxury-branded email templates following LBTA brand guidelines, (5) Set up triggered emails for registrations or trials, (6) Analyze campaign performance or optimize email strategy.

Self-hosted no-code automation platform with visual flow builder, type-safe custom pieces, API integrations, and event-driven triggers

Comprehensive guide for ActivityWatch setup, configuration, watchers, integrations, API usage, and automation. Covers aw-qt, aw-watcher modules, aw-client libraries, aw-sync, data export, MCP server integration, and package managers. Use when working with ActivityWatch components, creating custom watchers, querying data, setting up sync, integrating with analytics dashboards, or using the ActivityWatch API.

Use when working on Acuantia's BigQuery Dataform pipeline (acuantia-gcp-dataform project) - adds Acuantia-specific patterns on top of dataform-engineering-fundamentals: ODS two-arg ref() syntax, looker_ filename prefix, Looker integration (looker_prod/looker_dev), acuantia dataset conventions, coordination with callrail_data_export/dialpad_data_integration/looker projects

Professional document generator for Active Directory health assessments. Creates executive-quality DOCX reports with consistent branding, proper data visualization, severity-based formatting, and actionable remediation guidance. Use when generating assessment reports from OpsIdentity JSON data or improving document output quality.

Write high-converting advertising copy for paid media campaigns

Use when adapting Droidz framework or creating custom workflows. Guide for customizing droids, skills, and commands for specific project needs.

Activate when users need help setting up, configuring, or troubleshooting LimaCharlie adapters to ingest telemetry from cloud services, identity providers, log sources, or other data sources.

Comprehensive guide for AIDB debug adapter development. Covers component-based

adapter-expert

Guide for creating new CLI or HTTP adapters to integrate AI models into the AI Counsel deliberation system

Automatically adjusting video quality based on network conditions using HLS, DASH protocols and player implementation for smooth playback and optimal user experience.

Guidance for implementing adaptive rejection sampling (ARS) algorithms for generating random samples from log-concave probability distributions. This skill should be used when tasks involve implementing ARS, rejection sampling, or Monte Carlo methods that require sampling from custom probability distributions, particularly in R or other statistical computing languages.

Adapt UI scheduling behavior dynamically based on runtime conditions and user context.

**Tier**: Tier 0 (Meta-Generation Framework)

PlayIntegrityFork bypass verification and validation for Play Integrity spoofing detection

Karrot app automation with AI Vision - bypass Play Integrity and LIAPP detection, login, and interaction workflows with Claude Vision API integration

Base navigation patterns for Android device automation - gestures, waits, and UI interaction

Screen understanding with OCR and template matching for Android device automation

Semantic UI element detection via uiautomator2

TOON workflow orchestration engine for coordinating ADB automation scripts across phases with error recovery

Add a new endpoint or endpoints to Ghost's Admin API at `ghost/api/admin/**`.

Add a new minimal API endpoint to NovaTune with service, models, and tests

Add a new application's configuration to Juliet dotfiles with proper stow symlinks.

Create a new .NET Aspire worker project with Kafka, RavenDB, and MinIO integration (project)

This skill should be used when analyzing a link to an AI tool and adding it to the awesome-ai-tools readme with proper categorization

1. Read `backend/main.py` to understand existing tool patterns:

Create BackgroundService implementations for scheduled or polling tasks (project)

Add Contract for inter-BC communication using Provider pattern. Use when one Bounded Context needs to access data from another BC (e.g., Inventory needs Articles from Admin). Creates Contract interface, Provider implementation, and configuration.

Create a reusable UI component with factory pattern, theme compatibility, and proper cleanup

Create a React component with TypeScript and optional tests

Guide adding a new config field across types, defaults, config.yaml, and optional state/env wiring.

Create new files in knowledge base with directory governance. Use when user wants to save, create, or add content. Reads RULE.md to understand directory purpose and follows specified rules. Recommends target directory based on content analysis.

Add cursor-based pagination for list endpoints with stable ordering (project)

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