Apply Sun Tzu's Art of War to AI agent orchestration. Use for: task assessment (五事七计), deployment decisions, multi-agent strategy, token cost optimization, risk management, and…
Manage build artifacts, Docker images, and package registries. Configure artifact repositories, versioning, and distribution strategies.
Validate and grade Claude Code Skills, Commands, Subagents, and Hooks for quality and correctness. Check YAML syntax, verify naming conventions, validate required fields, test…
Build and release manager for ARW CLI package. Handles local development, testing, building, documentation, version tagging, and publishing to npm and crates.io.
Use when managing Apple Ads with asc, including auth, org lookup, campaigns, ad groups, ads, keywords, reports, raw API calls, and safe live testing.
Run an offline ASO audit on canonical App Store metadata under `./metadata` and surface keyword gaps using Astro MCP. Use after pulling metadata with `asc metadata pull`.
USE WHEN: visualizing algorithms, data structures, architecture, control flow with ASCII art, or when terminal-friendly diagrams are needed.
ASCII diagram patterns for architecture, workflows, file trees, and data visualizations. Use when creating terminal-rendered diagrams, box-drawing layouts, progress bars,…
Handles emergency hotfix process for critical bugs in ash_cookie_consent library including branch creation, minimal fixes, testing, and rapid release.
Asks Claude CLI for coding assistance. Use for getting a second opinion, code generation, debugging, or delegating coding tasks.
Answer questions about how the codebase works, its architecture, how features are implemented, or how components interact.
Asks Codex CLI for coding assistance. Use for getting a second opinion, code generation, debugging, or delegating coding tasks.
Use when user input lacks a concrete object, action, or constraint and the agent should clarify tacit intent before implementation, refactoring, or verification.
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph).
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,…
Architecture advice, design trade-offs, brainstorming, comparing approaches via Gemini. Use when user asks about architecture decisions, system design, design patterns, trade-offs…
Aspire orchestration for cloud-native distributed applications in any language (C#, Python, Node.js, Go).
.NET Aspire AppHost, Service Defaults, integrations (Postgres, Redis), service discovery, health checks, Polly resilience, telemetry pipeline.
Configure Akka.NET with .NET Aspire for local development and production deployments. Covers actor system setup, clustering, persistence, Akka.Management integration, and — from…
**WORKFLOW SKILL** — Deploy Aspire apps from AppHost models to Docker Compose, Kubernetes, Azure, or AWS.
**WORKFLOW SKILL** - First-run flow for adding Aspire to a repo. Picks `aspire new` (greenfield) or `aspire init` (existing repo), drops the AppHost skeleton, then hands off to…
Write integration tests using .NET Aspire's testing facilities with xUnit. Covers test fixtures, distributed application setup, endpoint discovery, and patterns for testing…
**ANALYSIS SKILL** - Observe Aspire apps: logs, traces, metrics, resource state, telemetry export, browser telemetry, and the standalone dashboard.
Guidelines for ASP.NET Core web development covering API design, authentication, caching, and best practices
Master advanced ASP.NET Core development including Entity Framework Core, authentication, testing, and enterprise patterns for production applications.
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.
Plan, build, and validate ASP.NET Core service surfaces for F#, C#, or mixed .NET solutions using explicit project ownership, configuration, endpoints, tests, and dotnet CLI…
Assemble deterministic communication runtimes from reusable audience, template, and activity capabilities.
Use apko to build small OCI images from declarative package manifests when supply-chain clarity and minimal contents matter more than a conventional Dockerfile flow.
Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and…
AArch64 and ARM assembly skill for reading and writing ARM assembly code. Use when reading GCC/Clang output for AArch64 or ARM Thumb targets, writing inline asm in C/C++,…
RISC-V assembly skill for RV32/RV64 programming. Use when working with the RISC-V ISA, calling conventions (psABI), inline assembly with GCC/Clang, understanding extension naming…
x86-64 assembly skill for reading, writing, and debugging assembly code. Use when reading GCC/Clang assembly output, writing inline asm in C/C++, understanding the System V AMD64…
Configure AssemblyAI CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating AssemblyAI transcription…
Collect AssemblyAI debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information…
Deploy AssemblyAI integrations to Vercel, Cloud Run, and Fly.io platforms. Use when deploying AssemblyAI-powered transcription services to production, configuring…
Configure AssemblyAI local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration…
Implement AssemblyAI rate limiting, backoff, and queue-based throttling. Use when handling rate limit errors, implementing retry logic, or managing concurrent transcription…
Implement AssemblyAI reference architecture with best-practice project layout. Use when designing new AssemblyAI transcription services, reviewing project structure, or building…
AssemblyScript TypeScript→WebAssembly compilation. Typed arrays, memory management (heap/Arena), loader for JS host, --optimize flags.
Guide for writing effective test assertions with clear, meaningful error messages across different testing frameworks
Analyzes the variety and depth of assertions across .NET test suites. Use when the user asks to evaluate assertion quality, find shallow testing, identify assertion-free — from…
Use when assessing codebase architecture and you feel pressure to soften critique, lead with strengths, or frame problems diplomatically - provides evidence-based critical…
Pre-change blast-radius report for a symbol or file. Walks tree-sitting references, augments with a plain-text scan over non-parsed files (configs, plain docs), and clusters…
Performs end-to-end platform scalability assessments using a phased methodology, maturity scoring model, risk classification, and prioritized remediation planning.
Comprehensive guide for skill assessment, career evaluation, learning paths, knowledge testing, and professional development.
Creates assessments with varied question types (MCQ, code-completion, debugging, projects) aligned to learning objectives with meaningful distractors based on common misc — from…
Creates assessments with varied question types (MCQ, code-completion, debugging, projects) aligned to learning objectives with meaningful distractors based on common misc — from…
Assess a plugin and create refactoring task files for parallel agent execution
Final build step — render all Marp slides, validate SSML, synthesize the course manifest, and package bundle.zip.
Create and configure Databricks Asset Bundles (DABs) with best practices for multi-environment deployments.
Enforce platform-specific image and video dimensions — X 16:9, Instagram 4:5 or 1:1, LinkedIn 4:5, TikTok 9:16 — plus safe zones, resolution targets, and file format guidance.
Use when debugging bugs, failing tests, flaky behavior, build failures, integration problems, or confusing symptoms where guessing would be tempting.
Code generation from AST back to source text. esotope-style compact code output, format-preserving reprint, and round-trip AST → source pipelines for codemods and refactoring…
Write AST-based code search and rewrite rules using ast-grep YAML. Create linting rules, code modernizations, and API migrations with auto-fix.
Find and replace code patterns structurally using ast-grep. Use when you need to match code by its AST structure (not just text), such as finding all functions with specific…
Statically scan agent-generated JavaScript and shell scripts for dangerous patterns using AST analysis (acorn/swc).
Use Go AST-aware analysis to enumerate symbols, extract signatures, and propose mechanically safe refactors (read-only by default).
ast-grep를 활용한 구조적 코드 검색 및 리팩토링. 텍스트 매칭이 아닌 AST(추상 구문 트리) 기반으로 코드 패턴을 정밀하게 검색하고 치환합니다. Use when performing structural code transformations or finding patterns across the c — from…