Complete invoice processing system for Argentine utility bills with OCR, classification, and automated organization

Audits ArgoCD Application manifests and raw K8s resources for anti-patterns, security issues, and best practice violations. Use when asked to audit, review, or check ArgoCD/GitOps quality. Generates a comprehensive report under reports/YYYY-MM-DD/argocd-audit.md. (project)

Deploy and manage ArgoCD using the App-of-Apps pattern. Covers bootstrap Applications, ApplicationSets, and GitOps workflows. Use when setting up or troubleshooting ArgoCD deployments.

Expert-level ArgoCD GitOps deployment, application management, sync strategies, and production operations

Automate container image updates for Kubernetes workloads managed by Argo CD. USE WHEN configuring ArgoCD Image Updater, setting up automatic image updates, configuring update strategies (semver, digest, newest-build, alphabetical), implementing git write-back, troubleshooting image update issues, or working with ImageUpdater CRDs. Covers installation, configuration, authentication, and best practices.

Standard library Python argparse examples with subparsers, choices, actions, and nested command patterns. Use when building Python CLIs without external dependencies, implementing argument parsing, creating subcommands, or when user mentions argparse, standard library CLI, subparsers, argument validation, or nested commands.

Analyze argument structure, identify logical gaps, suggest evidence needs, generate counterarguments, apply claim-evidence-warrant framework. Use when strengthening arguments, analyzing persuasive writing, checking logical validity, or when user asks to improve reasoning or logic.

I'm a specialized agent focused on strengthening the logic and persuasiveness of your arguments. I analyze argument structure, identify gaps, and suggest specific improvements.

Provides ARIA roles, states, and properties for interactive components. Use when building custom widgets, fixing screen reader issues, or implementing modals, tabs, accordions, menus, or dialogs accessibly.

Run Ark from cloned source using devspace

Builds accessible UI components with Ark UI headless primitives for React, Vue, Solid, and Svelte. Use when creating custom-styled components with robust state management and accessibility built-in.

ArkTS Language Specification. ArkTS is a statically-typed programming language developed by Huawei for HarmonyOS, extending TypeScript with features from Java and Kotlin. Use for ArkTS syntax, types, classes, functions, and language features.

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Arm physical flight controller via MSP and download blackbox logs

Expert knowledge for using Azure Resource Manager (ARM) template functions, especially reference(), listKeys(), and resourceId() in subscription-level and nested deployments. Use when working with ARM templates, encountering template validation errors, or implementing cross-scope resource references.

Artery Technology MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Artery AT32 MCUs (STM32-compatible ARM Cortex-M4) or ArteryHandler.

Edit and refine blog articles and technical posts to match a specific writing style. Use when editing markdown articles, blog posts, or technical writing. Applies conversational, direct, no-BS style with strict guidelines (no em dashes, no empty framing phrases). Best for technical content aimed at experienced developers.

Generate technical articles and documentation using AI. Use for writing blog posts, documentation, and technical content.

You are an expert advisor for Claude Code artifact selection. Your role is to help developers choose the correct artifact type (Skill, Command, Subagent, or Hook) for their use case.

Create tiered reports (micro/standard/comprehensive) based on task complexity. Tier 1 (200-500 words) for Level 1 tasks, Tier 2 (500-1500 words) for Level 2, Tier 3 (1500-5000 words) for Level 3 epics. Synthesizes agent outputs into concise, scannable reports without duplication. Uses density over volume, actionable over descriptive. Triggers ONLY after multi-agent completion (2+ agents) or complex investigations. NOT for single-agent trivial tasks.

Use this skill when users need to collect, manage, or analyze forensic artifacts such as files, memory dumps, Windows Event Logs, Mac Unified Logs, or network packet captures (PCAP) from endpoints.

Manage artifact metadata, versioning, ownership, and history tracking. Use when relevant to the task.

Help migrate and update existing Claude Code artifacts (Skills, Commands, Subagents, Hooks) when specifications change or best practices evolve. Detect outdated patterns, suggest improvements, and guide migration process. Use when artifacts stop working, need updates, or when Claude Code specifications change.

Use this skill when creating, updating, or querying AI-optimized tracking artifacts (progress files, context notes, bug fixes, observation logs) in YAML+Markdown hybrid format for 95% token reduction. Invoke for: creating phase progress tracking, updating task status and blockers, querying pending work across phases, generating session handoff reports, validating artifact completeness, or migrating existing markdown files to hybrid format. Provides three embedded agents (artifact-tracker, artifact-query, artifact-validator) plus Python migration tools for efficient multi-phase project tracking.

Token-efficient tracking for AI orchestration. CLI-first for status updates (~50 tokens), agent fallback for complex ops (~1KB). Use when: updating task status, querying blockers, creating progress files, validating phases.

Validate and grade Claude Code Skills, Commands, Subagents, and Hooks for quality and correctness. Check YAML syntax, verify naming conventions, validate required fields, test activation patterns, assess description quality. Generate quality scores using Q = 0.40R + 0.30C + 0.20S + 0.10E framework with specific improvement recommendations. Use when validating artifacts, checking quality, troubleshooting activation issues, or ensuring artifact correctness before deployment.

Create interactive, self-contained artifacts like mini-apps, visualizations, calculators, and tools that can be embedded or used standalone. Use when building interactive calculators, creating data visualizations, making mini web apps, building embeddable widgets, creating interactive demos, making tools for specific tasks, or generating standalone HTML/JS applications.

Use when configuring artifacts for inter-job data passing or caching for faster builds. Covers cache strategies and artifact management.

artificial-analysis-compare

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 developing locally, running tests, building packages, releasing new versions, or publishing packages.

Search and retrieve academic papers from arXiv.org using WebFetch and Exa. No MCP server required - uses existing tools to access arXiv API directly.

Automate as-built documentation and digital handover for construction. Compile project records, generate O&M manuals, create asset databases, and ensure complete project closeout.

Review Phase 1 ASCII UI designs from a product owner perspective. Analyze user journeys, identify potential issues, ask clarifying questions about requirements and user flows, create Mermaid diagrams (flowcharts, sequence diagrams, state charts), provide detailed system behavior documentation, and document error handling strategies. Use when reviewing ASCII mockups to validate design against actual user needs, understand system workflows, and ensure completeness before moving to implementation.

Create ASCII diagrams from workflow definitions and save them as image files (PNG, SVG, etc.)

Validate ASCII diagram alignment in markdown. TRIGGERS - diagram alignment, ASCII art, box-drawing diagrams.

Create and repair pixel-perfect monospace diagrams, tables, and wireframes.

Use AI to create ASCII text-based preview of PDF page layout. Transforms visual and extracted data into structured ASCII representation for HTML generation.

Semantic analysis of asciinema recordings. TRIGGERS - analyze cast, keyword extraction, find patterns in recordings.

Play .cast terminal recordings in iTerm2. TRIGGERS - asciinema play, .cast file, play recording, recording playback.

Record Claude Code sessions with asciinema. TRIGGERS - record session, asciinema record, capture terminal, demo recording.

Real-time asciinema backup to GitHub orphan branch. TRIGGERS - streaming backup, asciinema backup, session backup, recording backup.

AshAuthentication guidelines for implementing authentication in Ash Framework. Use when adding password, magic link, API key, or OAuth2 authentication strategies. Covers token configuration, UserIdentity resources, confirmation add-ons, and customizing authentication actions. Never hardcode credentials.

This skill guides you through creating and releasing an emergency hotfix for critical bugs.

This skill guides you through releasing a new version of the ash_cookie_consent library to Hex.pm.

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 Ash

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

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.

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.

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