action-cable-realtime
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:
action-creator
Creates user-specific one-click action templates that execute email operations when clicked in the chat interface. Use when user wants reusable actions for their specific workflows (send payment reminder to ACME Corp, forward bugs to engineering, archive old newsletters from specific sources).
synapse-action-development
Explains how to create Synapse plugin actions. Use when the user asks to "create an action", "write an action", uses "@action decorator", "BaseAction class", "function-based action", "class-based action", "Pydantic params", "ActionPipeline", "DataType", "input_type", "output_type", "semantic types", "YOLODataset", "ModelWeights", "pipeline chaining", or needs help with synapse plugin action development.
action-item-organizer
Systematic framework for extracting actionable items from documents and
action_logger
Keep an audit trail of changes, commands, and verification.
action-mailer-coder
Use when creating or refactoring Action Mailer emails. Applies Rails 7.1+ conventions, parameterized mailers, preview workflows, background delivery, and email design best practices.
action-mapping-designer
This skill should be used when ensuring training focuses on performance outcomes and business impact. Use this skill to identify essential content, design performance-focused activities, create job aids, and eliminate unnecessary training.
Action Pattern Conventions
This skill should be used when the user asks about "Laravel action pattern", "action class naming", "how to structure actions", "React component patterns", "Node.js service structure", "framework-specific conventions", or discusses creating reusable, focused classes following action pattern conventions in Laravel, Symfony, React, Vue, or Node.js projects.
action-policy-coder
Use proactively for authorization with ActionPolicy. Creates policies, scopes, and integrates with GraphQL/ActionCable. Preferred over Pundit for composable, cacheable authorization.
action-queue
Sims-inspired task scheduling — queue actions, execute in order
action
Execute a small batch of conditional actions only after verifying they are safe and unused.
actionable-alerting-runbook-design
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admin-infra-hetzner
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ADAPTATION_GUIDE
Use when adapting Droidz framework or creating custom workflows. Guide for customizing droids, skills, and commands for specific project needs.
adaptation-synthesis
Synthesize new works from extracted functional DNA documents. Use when adapting a source work to a new context, when combining multiple source extractions, or when generating variations that preserve function while changing form.
adapter-configurator
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.
adapter-development
Comprehensive guide for AIDB debug adapter development. Covers component-based
adapter-expert
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adapter-factory
Guide for creating new CLI or HTTP adapters to integrate AI models into the AI Counsel deliberation system
bio-read-qc-adapter-trimming
Remove sequencing adapters from FASTQ files using Cutadapt and Trimmomatic. Supports single-end and paired-end reads, Illumina TruSeq, Nextera, and custom adapter sequences. Use when FastQC shows adapter contamination or before alignment of short reads.
patterns/adapter
Adapter (Wrapper) Pattern pattern for C development
adapting-transfer-learning-models
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Adaptive Bitrate Streaming
Automatically adjusting video quality based on network conditions using HLS, DASH protocols and player implementation for smooth playback and optimal user experience.
adaptive-guardrail-calibrator
Calibrate guardrail thresholds from live hardware telemetry and emit environment presets. Use when thresholds are hand-tuned or drift with hardware changes.
adaptive-rejection-sampler
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.
adaptive-temporal-analysis-integration
Integrate adaptive temporal analysis for drift detection.
adaptive-ux-scheduling
Adapt UI scheduling behavior dynamically based on runtime conditions and user context.
adaptive-workflows
Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal knowledge base. Use to learn from experience and optimize your LLM workflows over time.
adaptyv
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
62-validate-integrity-150
[62] VALIDATE. Final self-check before delivery. Verify goal alignment, completeness, correctness, and identify residual risks. Produces quality score (0-100) and delivery status. Use when completing any significant work, before handoff, or when you need confidence that work is ready.
add-awesome-tool
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
61-validate-lint-150
[61] VALIDATE. Comprehensive code quality check combining ESLint, TypeScript compilation, and unused code detection. Runs full lint suite with detailed error reporting and fix suggestions. Use before commits, after major changes, or when ensuring code quality standards.
admin-infra-oci
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adb-android-control
Comprehensive Android device control via ADB (Android Debug Bridge). Use when user asks about: Android device management, app installation/uninstallation, APK operations, package management, file transfer (push/pull), screenshots, screen recording, input simulation (tap/swipe/text/keyevents), shell commands, logcat viewing, device info (battery/memory/storage), automation scripts, wireless ADB connection, scrcpy mirroring. Keywords: adb, android, phone, tablet, device, apk, install app, uninstall app, screenshot, screen record, tap, swipe, type text, keyevent, logcat, push file, pull file, shell, package, activity, intent, broadcast, dumpsys, getprop, settings, input, sendevent, monkey, am start, pm list, device info, battery status, wireless adb, connect device.
adb-bypass
PlayIntegrityFork bypass verification and validation for Play Integrity spoofing detection
adb-device-testing
Use when testing Android apps on ADB-connected devices/emulators - UI automation, screenshots, location spoofing, navigation, app management. Triggers on ADB, emulator, Android testing, location mock, UI test, screenshot walkthrough.
adb-karrot
Karrot app automation with AI Vision - bypass Play Integrity and LIAPP detection, login, and interaction workflows with Claude Vision API integration
adb-magisk-installer
Complete Magisk system installation - from initial app setup to full system integration
adb-magisk
Magisk Manager automation - app launching, module installation, Zygisk configuration
adb-navigation-base
Base navigation patterns for Android device automation - gestures, waits, and UI interaction
adb-screen-detection
Screen understanding with OCR and template matching for Android device automation
adb-uiautomator
Semantic UI element detection via uiautomator2
adb-workflow-orchestrator
TOON workflow orchestration engine for coordinating ADB automation scripts across phases with error recovery
adb
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Add Admin API Endpoint
Add a new endpoint or endpoints to Ghost's Admin API at `ghost/api/admin/**`.
add-api-endpoint
Create API layer components for a new entity. Includes usecase interactors (internal/usecase/), proto definitions (schema/proto/), gRPC handlers (internal/infrastructure/grpc/), and DI registration. Use when adding CRUD endpoints or Step 3 of CRUD workflow (after add-domain-entity).
add-app-config
Use when adding configuration for a new application to the dotfiles, setting up a new tool's config, or when user says "add config for X"
add-atom
Add a new Jotai atom to the state system with type definitions, registry, and Store API access
add-authorization-methods
Add authorization methods for a new entity to AuthorizationService. Use after creating a resource service. Triggers on "add permissions", "authorization methods", "entity permissions", "add auth methods".
add-backend-testing
Add backend integration testing with Vitest to an existing app. Sets up isolated test database schema and writes tests for tRPC routers.
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