Operate applications through Armorer rather than ad hoc shell commands. Use when installing, uninstalling, running, configuring, or inspecting Armorer-managed apps; checking…
Fast, read-only per-arm turn-log summary — billable turn count, httpStatus tally (catches rate-limiting / non-200s mid-run), cache_read/creation sums with the ephemeral 5m-vs-1h…
Antrag auf Arrest zur Sicherung von Geldforderungen – dinglicher Arrest § 916 ZPO, Arrestgrund § 917 ZPO, persönlicher Arrest § 918 ZPO, Arrestgesuch und Glaubhaftmachung § 920…
Use when when reading mzPeak files or other Parquet-backed mass spectrometry archives where spectral m/z and intensity arrays are stored in columnar layouts (point or chunked…
Use when you have loaded mzPeak spectrum or chromatogram metadata and signal data into PyArrow Table structures (via the Python mzPeak reader or equivalent) and need to persist…
Analyze art, architecture, literature, music, and performance as historical evidence and historical force.
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.
Builds versioned system prompt of an artifact (platform-sku, product, diagnostic) from spec + process-map + baseline-cost + Tier 1 helpers.
Use when you have built multiple Docker image variants (e.g., cli, dev, linux, windows) from a multi-stage Dockerfile and need to verify that their uncompressed and compressed…
Validate and grade Claude Code Skills, Commands, Subagents, and Hooks for quality and correctness. Check YAML syntax, verify naming conventions, validate required fields, test…
Write and run Artillery load tests with YAML phases and scenarios, CSV data payloads, the expect plugin for functional checks, and ensure thresholds that fail CI when latency or…
Modern cloud-scale load testing using Artillery.io for HTTP, WebSocket, Socket.io, and custom protocol testing with YAML-based test definitions.
Build and release manager for ARW CLI package. Handles local development, testing, building, documentation, version tagging, and publishing to npm and crates.io.
Write Once, Run Everywhere: The Axon DSL for Shape-Safe and Framework-Agnostic LLM Architectures (arXiv: 2608.19889)
Receive and verify Asana webhooks. Use when setting up Asana webhook handlers, implementing the X-Hook-Secret handshake, debugging X-Hook-Signature verification, or handling task,…
Prepare, publish, resume, and verify private iOS release-testing installs with asc distribute. Use when distributing an IPA to registered devices outside TestFlight, reconciling…
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`.
Receive and verify Ascend webhooks. Use when setting up Ascend webhook handlers, debugging Ascend signature verification (X-Ascend-Signature, HMAC-SHA256), or handling insurance…
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,…
Refactor Code: Use when user wants to "refactor", or "change" the code base.
Use when deciding whether a software-engineering project belongs at ASE (IEEE/ACM Automated Software Engineering) or should be routed to ICSE, ESEC/FSE, ISSTA, a PL venue, or an…
Handles emergency hotfix process for critical bugs in ash_cookie_consent library including branch creation, minimal fixes, testing, and rapid release.
Receive and verify Ashby webhooks. Use when setting up Ashby webhook handlers, debugging Ashby-Signature verification, or handling recruiting events like applicationSubmit,…
Asks Antigravity CLI for coding assistance. Use for getting a second opinion, code generation, debugging, or delegating coding tasks.
Techniques to eliminate arithmetic hallucinations by enforcing Chain-of-Thought scratchpads, explicit order-of-operations steps, and programmatic Python execution.
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…
Creates and improves a plugin's documentation across modes (readme, quickstart, tutorial, how-to, reference, glossary, faq, troubleshooting, architecture, folder-readme, and an…
Creates and maintains a plugin's decision records (MADR ADRs) and RFCs in docs/internal, and the summary TL;DR companion for long decision docs.
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…
Adds Aspire orchestration to an existing repository for inner-loop development and optional Azure deployment readiness.
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.
Use when deciding whether a project belongs at ASPLOS or at a single-community venue — applying the cross-layer deletion test, matching against ASPLOS's architecture/PL/OS…
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…