**Preferred approach: Atmos Functions** - Use Atmos template functions in stack YAML to pass values between components

Create atomic components (atoms) - the fundamental building blocks of your UI with proper TypeScript interfaces and Tailwind v4 styling.

Context providers dynamically inject information into agent system prompts at runtime. They enable agents to access current data without modifying the base prompt.

Use when applying Atomic Design methodology to organize UI components into quarks, atoms, molecules, organisms, templates, and pages. Core principles and hierarchy.

Expert Atomic Design decisions for iOS/tvOS: when component hierarchy adds value vs overkill, atom vs molecule boundary judgment, design token management trade-offs, and component reusability patterns. Use when structuring design systems, deciding component granularity, or organizing component libraries. Trigger keywords: Atomic Design, atoms, molecules, organisms, templates, component library, design system, design tokens, reusability, composition

Atomic Design component organization pattern for React Native mobile applications. Use when creating new components with proper accessibility and touch targets.

Use when creating page layouts without real content. Templates define the skeletal structure of pages using organisms, molecules, and atoms.

Atomic Design methodology for React component architecture. Use for structuring component libraries, organizing UI hierarchies, and creating scalable design systems. Triggers on requests for component organization, design system structure, UI hierarchy, or questions about Atoms/Molecules/Organisms/Templates/Pages.

Frontend aesthetics policy. Use when building UI, components, landing pages, dashboards, or any frontend work. Prevents generic ai-generated look.

attach-content

Generate SITF-compliant attack flow JSON files from attack descriptions or incident reports. Use when analyzing supply chain attacks, breaches, or security incidents.

Knowledge about attempt tracking and gating patterns for task execution

Use when controlling where the audience looks—composing shots, choreographing action, revealing information, or any situation requiring clear visual hierarchy and focus management.

Use when wrong elements get attention, important content is missed, or visual hierarchy is broken by animation

Universal coding standards and best practices for TypeScript, JavaScript, React, and Node.js. Use when: writing code, reviewing code quality, establishing conventions. Focuses on modern patterns, explicit conventions, and rationale for best practices.

Generate use-case-specific Attio workflow skills from templates. Use when creating new skills for lead qualification, deal management, customer onboarding, or custom Attio workflows.

Establish cause-effect relationships between events or states. Use when analyzing root causes, mapping dependencies, tracing effects, or building causal models.

Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models. Use when you need to analyze marketing channel effectiveness, calculate conversion attribution, optimize marketing budgets, or understand customer journey paths. Supports channel transition analysis, ROI calculation, and marketing optimization insights with Chinese language support.

Access ATXP paid API tools for web search, AI image generation, music creation, video generation, and X/Twitter search. Use when users need real-time web search, AI-generated media (images, music, video), or X/Twitter search. Requires authentication via `npx atxp login`.

Synthesize what we're learning about our audience

Synthesize audience insights from multiple data sources into unified personas and segments. Use when relevant to the task.

Comprehensive audio analysis with waveform visualization, spectrogram, BPM detection, key detection, frequency analysis, and loudness metrics.

Convert audio files between formats (MP3, WAV, FLAC, OGG, M4A) with bitrate and sample rate control. Batch processing supported.

Automatically helps debug Web Audio API issues, audio playback problems, pitch preservation, and caching issues in the VSSK-shadecn music practice app

Game audio design patterns for creating sound effects and UI audio. Use when designing sounds for games, writing AI audio prompts (ElevenLabs, etc.), creating feedback sounds, or specifying audio for abilities/UI. Includes psychological principles from Kind Games, volume hierarchy, frequency masking prevention, and prompt engineering for AI audio generation.

Expert in digital signal processing for audio applications. Validates biquad filter implementations, frequency response calculations, and audio algorithms. Use when modifying audio-math.ts, implementing new filter types, or adding spectral analysis features.

FFmpeg audio processing, batch editing, normalization, mixing, and automated audio production workflows. Use when processing audio at scale, automating editing tasks, or building audio pipelines.

Create standard SuperCollider audio effects for Bice-Box (delays, reverbs, filters, distortions). Provides templates, ControlSpecs, common patterns, and MCP workflow for safely creating/updating effects.

从视频文件中提取音频。Use when user wants to 提取音频, 抽取音频, 视频转音频, 导出音频, extract audio, video to audio, get audio from video, 把视频的声音提取出来.

Work with Leavn audio systems - TTS, sermon recording, guided mode audio, ambient sounds, voice profiles, audio orchestration

You are the audio fingerprinting and pattern detection specialist for Modcaster's content analysis.

Test Bob The Skull with virtual audio injection instead of speaking. Use when testing wake word detection, STT accuracy, full conversation pipeline, or automated testing. Covers setup, configuration, injection methods, and troubleshooting.

You are the on-device audio ML specialist for Modcaster's AI-driven audio processing.

Analyze the WaveCap-SDR audio stream to assess tuning quality, detect silence, noise, proper audio, or distortion. Use when checking if SDR channels are properly configured or debugging audio issues.

Router for audio domain including playback, analysis, and audio-reactive visuals. Use when implementing any audio functionality including music, sound effects, visualizers, or audio-driven animations. Routes to 3 specialized skills.

使用 Whisper 将音频/视频转换为文字，支持词级别时间戳。Use when user wants to 语音转文字, 音频转文字, 视频转文字, 字幕生成, transcribe audio, speech to text, generate subtitles, 识别语音.

Cut, trim, and edit audio segments with fade effects, speed control, concatenation, and basic audio manipulations.

Audio and video processing with FFmpeg, transcoding, and streaming. Process media files, generate thumbnails, and build streaming solutions. Use when working with audio/video processing, FFmpeg, media transcoding, or streaming applications. Triggers on ffmpeg, video processing, audio processing, transcoding, streaming, media conversion, HLS, thumbnail generation.

Audio and video processing with FFmpeg, WebRTC, and streaming. Covers transcoding, format conversion, real-time communication, and media pipelines. Use for video processing, live streaming, or audio manipulation.

PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation.

Comprehensive security and code quality audit. Use for thorough security, vulnerability, and code quality analysis. Related: project-health-checker for quick diagnostic checks.

Aggregate and deduplicate findings from multiple audit reports

Scan codebase for bad coding practices that violate fail-fast principles

Run a single-session code review audit on the codebase

Run all 7 domain audits in staged waves and aggregate results

Orchestrates comprehensive audits of Claude Code customizations using specialized auditors. Use when auditing multiple components, asking about naming/organization best practices, or needing thorough validation before deployment.

Run a single-session engineering productivity audit on the codebase

Expert-level security auditing, compliance, code review, and vulnerability assessment

Comprehensive audit logging for compliance and security. Track user actions, data changes, and system events with tamper-proof storage.

Audit milestone progress and status