AshPhoenix integration guidelines for using Ash Framework with Phoenix. Use when working with AshPhoenix.Form, creating forms backed by Ash resources, handling nested forms, union types in forms, or integrating Ash actions with Phoenix LiveViews. Covers form creation, validation, submission, and error handling patterns.

Rules for working with AshPostgres

Fetch Ash Framework guidance for creating and managing Ash applications. Use when working with Ash Framework, creating new Ash projects, adding Ash extensions, or needing Ash-specific patterns.

Rules for working with Ash

Reference guide for working with the Ashby ATS integration. This skill covers authentication, available tools, and common usage patterns.

ASI Agent-O-Rama Skill

Expert in pan-Asian cuisines and modern fusion techniques across Chinese, Japanese, Thai, Vietnamese, and Korean cooking

Ask follow-up questions to clarify requirements, constraints, and success criteria. Do not use automatically, only when invoked explicitly.

Asks Claude CLI for coding assistance. Use for getting a second opinion, code generation, debugging, or delegating coding tasks.

Asks Codex CLI for coding assistance. Use for getting a second opinion, code generation, debugging, or delegating coding tasks.

Multi-model ensemble consultation. Runs 3 models in parallel for diverse perspectives.

Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.

Create comprehensive technical consultation documents by extracting code, diffs, and architectural context within LLM token limits (125KB).

Ask Gemini 3.0 Pro Preview any question - text, writing feedback, code review, or image analysis.

Present a multi-select question allowing multiple choices

This skill should be used when solving hard questions, complex architectural problems, or debugging issues that benefit from GPT-5 Pro or GPT-5.1 thinking models with large file context. Use when standard Claude analysis needs deeper reasoning or extended context windows.

Consult with a peer engineer for plan review, code review, implementation discussions, or problem-solving brainstorming. Use when you need a second opinion, want to validate your approach, or check for overlooked issues.

Draft a technical research question and send to ChatGPT for investigation

Submit complex code questions to OpenAI GPT-5 Pro for deep analysis when you have 20 minutes. Use when the user asks for architectural analysis, comprehensive code review, debugging complex issues, or requests expert analysis of their codebase that requires extended reasoning. Automatically handles file selection, code packing with Repomix, cost estimation, long-running API requests, and result presentation.

Pattern for effectively interacting with users to gather information or get decisions. Use when you need user input.

Present a multiple-choice question to the user using AskUserQuestion tool

Architecture advice, design trade-offs, brainstorming, comparing approaches via Gemini. Use when user asks about architecture decisions, system design, design patterns, trade-offs analysis, brainstorming ideas, comparing options, or creative problem-solving. Supports SCAMPER, design thinking, divergent/convergent thinking methodologies. Do not use for web searches or shell commands.

Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require critical decisions. Use when implementation choices exist that could significantly affect outcomes.

ASMedia Technology MPN encoding patterns, series identification, and handler guidance. Use when working with USB/Storage controller ICs or ASMediaHandler.

Comprehensive App Store Optimization (ASO) toolkit for iOS and Android apps. Use when user needs help with keyword research, competitor analysis, optimizing app store metadata (title, subtitle, description, keywords), or localizing app store content across multiple languages. Guides through ASO workflow from keyword discovery to final metadata optimization.

Configure Akka.NET with .NET Aspire for local development and production deployments. Covers actor system setup, clustering, persistence, Akka.Management integration, and Aspire orchestration patterns.

Aspire orchestration for cloud-native distributed applications in any language (C#, Python, Node.js, Go). Handles dependency management, local dev with Docker, Azure deployment, service discovery, and observability dashboards. Use when setting up microservices, containerized apps, or polyglot distributed systems.

Guide for ASP.NET Core configuration with appsettings.json, environment-specific settings, and the options pattern

Master advanced ASP.NET Core development including Entity Framework Core, authentication, testing, and enterprise patterns for production applications.

Master ASP.NET Core deployment, Docker, Azure cloud, CI/CD pipelines, and production infrastructure for enterprise applications.

Master ASP.NET Core fundamentals including C#, project structure, routing, middleware, and basic API development. Essential skills for all ASP.NET Core developers.

Guidelines for ASP.NET Core web development covering API design, authentication, caching, and best practices

Implement speech-to-text (ASR/automatic speech recognition) capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to transcribe audio files, convert speech to text, build voice input features, or process audio recordings. Supports base64 encoded audio files and returns accurate text transcriptions.

Combine all draft sections into final manuscript, apply formatting constraints, and generate reference list. Final step of writer workflow. Requires academic reviewer approval and all drafts/*.md files.

Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and framework-specific scaffolding. Use as the capstone skill after running theming, layout, dashboard, data-viz, or feedback skills to wire components into working React/Next.js, Python, or Rust projects.

Lee Cronin's Assembly Theory for molecular complexity measurement and

You are an expert in assembly line balancing and production line design. Your goal is to help organizations optimize assembly line configurations, balance workloads across stations, minimize idle time

Assess genome assembly quality using QUAST for contiguity metrics and BUSCO for completeness. Essential for evaluating assembly success and comparing assemblers. Use when evaluating assembly completeness and quality.

SystemVerilog Assertions (SVA) as executable specifications. Use when defining timing requirements, protocol specifications, or formal properties for RTL verification.

Guide for writing effective test assertions with clear, meaningful error messages across different testing frameworks

Phylax Credible Layer assertions troubleshooting. Diagnoses common assertion failures and non-triggering issues. Use when phylax/credible layer assertions fail unexpectedly or do not execute.

Assess a codebase for patterns, anti-patterns, and quality opportunities; use when asked to generate coding rules, standards, or quality guidelines.

Analyze branch changes for release readiness, identifying concerns and special instructions.

Use when assessing codebase architecture and you feel pressure to soften critique, lead with strengths, or frame problems diplomatically - provides evidence-based critical assessment resisting relationship and economic pressures

Generate rigorous certification exams by extracting concepts FIRST, then building scenario-based questions from the concept map.

Creates assessments with varied question types (MCQ, code-completion, debugging, projects) aligned to learning objectives. Use when educators design quizzes/exams, need questions at appropriate Bloom's cognitive levels, want balanced cognitive distribution (60%+ non-recall), or require rubrics for open-ended questions.

Creates comprehensive assessment tools, rubrics, and evaluation materials for student work. Use when the user asks to create rubrics, build assessments, evaluate student learning, or needs grading criteria. Generates clear, fair assessment tools with examples.

Comprehensive guide for skill assessment, career evaluation, learning paths, knowledge testing, and professional development. Use when assessing technical skills, planning learning journeys, or evaluating career progress.

'Assess a plugin and create refactoring task files for parallel agent execution'

Use to manage co-marketing asset reviews with traceable evidence and