issue-to-branch
Read open issues from GitHub or GitLab, automatically choose the next logical one (or use a given issue number), spawn sub-agents to explore the code and plan the work, then implement it on a fresh branch cut from an updated main. Use when the user wants to "work the next issue", "pick up a ticket", "grab an issue", or turn a GitHub/GitLab issue into a branch and implementation.
sim-boundaries
Sim-driven testing — replace mocks and testcontainers with in-memory
rust-api-guidelines
Idiomatic Rust API design, naming, traits, error handling, and type safety.
handover
Generate a HANDOVER.md shift-change report capturing the full session context — what was done, what worked, what didn't, decisions made, lessons learned, next steps, and a file map — so the next Claude session can resume without losing anything.
GenAI DAC Specialist
Expert in OCI Generative AI Dedicated AI Clusters - deployment, fine-tuning, optimization, and production operations
FinOps AI Expert
Cost optimization for AI workloads - model selection, GPU sizing, commitment strategies, and multi-cloud cost management
Enterprise AI Patterns
Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence
HuggingFace Model Trainer
Train and fine-tune LLMs using HuggingFace TRL, Transformers, and cloud GPU infrastructure with SFT, DPO, GRPO methods
Claude SDK Expert
Build autonomous AI agents using Claude Agent SDK with computer use, tool calling, MCP integration, and production best practices
Knowledge Updater
Automated skill for keeping AI knowledge bases current with latest model versions, framework updates, and best practices
Kubernetes AI Expert
Deploy and operate AI workloads on Kubernetes with GPU scheduling, model serving, and MLOps patterns
LangGraph Patterns Expert
Build production-grade agentic workflows with LangGraph using graph-based orchestration, state machines, human-in-the-loop, and advanced control flow
mcp-2025-patterns
Current best practices for Model Context Protocol server design, implementation, and integration. Updated patterns for 2026 MCP ecosystem including multi-server orchestration, security, and performance.
MCP Architecture Expert
Design and implement Model Context Protocol servers for standardized AI-to-data integration with resources, tools, prompts, and security best practices
Azure AI Services Expert
Build AI applications on Azure using Azure OpenAI, Cognitive Services, and ML services with enterprise patterns
AWS AI Services Expert
Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment
Architecture Diagramming Expert
Create professional architecture diagrams using D2, Draw.io, Mermaid, and OCI official icons for enterprise-grade visualizations
Multi-Cloud AI Architect
Design and deploy AI workloads across AWS, Azure, GCP, and OCI with intelligent routing, cost optimization, and cross-cloud patterns
agentic-orchestration
Patterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems.
AI Security Expert
Enterprise AI security - OWASP LLM Top 10, prompt injection defense, guardrails, PII protection
Terraform IaC Expert
Infrastructure as Code for AI workloads using Terraform across AWS, Azure, GCP, and OCI
RAG Expert
Expert in Retrieval-Augmented Generation systems - knowledge bases, chunking strategies, embedding optimization, and production RAG architectures
OpenAI AgentKit Expert
Build production-ready multi-agent systems using OpenAI AgentKit and Agents SDK with best practices for agent orchestration, handoffs, and routines
OCI Services Expert
Expert guidance on Oracle Cloud Infrastructure services, cloud architecture patterns, cost optimization, deployment strategies, and OCI best practices for enterprise solutions
nvidia-nim
NVIDIA NIM inference microservices for deploying AI models with OpenAI-compatible APIs, self-hosted or cloud
Oracle Agent Spec Expert
Design framework-agnostic AI agents using Oracle's Open Agent Specification for portable, interoperable agentic systems with JSON/YAML definitions
Oracle ADK Expert
Build production agentic applications on OCI using Oracle Agent Development Kit with multi-agent orchestration, function tools, and enterprise patterns
Reflect
Learn from session corrections and update AI configuration files. USE WHEN user says 'reflect', 'learn from this', 'remember this', 'teach you', 'update skills', OR user wants to persist corrections, prevent repeated mistakes, OR mentions reflection or session learnings.
review-readability
Readability-focused code review. Checks for clarity, naming, documentation, and maintainability.
review-architecture
Architecture-focused code review. Checks for pattern consistency, separation of concerns, and dependency direction.
ideate
Explore problem spaces, generate options, and challenge assumptions. Use when the user is uncertain what to build, exploring possibilities, needs help prioritizing roadmap items, or says things like "I'm not sure", "what if", "should we", or "help me think through".
review-security
Security-focused code review. Checks for vulnerabilities, injection attacks, auth issues, and data exposure.
review-simplicity
Simplicity-focused code review. Checks for over-engineering, unnecessary abstraction, and premature optimization.
design-comp
Generate a visual design comp from a PRD by analyzing who uses the feature, what design problems it introduces, how it fits (or doesn't) within the existing design system, and rendering the result as artboards to a canvas tool.
writing-plans
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task-manager
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llm-coach
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data-pipeline
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executing-plans
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finetune-llm
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llm-knowledge
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east-ui
UI component definitions for the East language. Use when building UIs with @elaraai/east-ui. Triggers for: (1) Creating UI components with Stack, Box, Grid, Card, Text, Button, (2) Building forms with Input, Select, Checkbox, Switch, Slider, (3) Displaying data with Table, DataList, Chart, Badge, Tag, Stat, (4) Using overlays like Dialog, Drawer, Popover, Tooltip, Menu, (5) Working with UIComponentType, (6) Styling with variants (FontWeight, TextAlign, ColorScheme, Size).
e3
East Execution Engine (e3) - durable dataflow execution for East programs. Use when: (1) Authoring e3 packages with @elaraai/e3 (e3.input, e3.task, e3.package, e3.export), (2) Running e3 CLI commands (e3 repo create, e3 start, e3 watch, e3 get, e3 set), (3) Working with workspaces and packages, (4) Content-addressable caching and dataflow execution.
east-node-io
I/O platform functions for the East language on Node.js. Use when writing East programs that need SQL databases (SQLite, PostgreSQL, MySQL), NoSQL databases (Redis, MongoDB), S3 storage, file transfers (FTP, SFTP), file format parsing (XLSX, XML), or compression (Gzip, Zip, Tar). Triggers for: (1) Writing East programs with @elaraai/east-node-io, (2) Database operations with SQL.SQLite, SQL.Postgres, SQL.MySQL, NoSQL.Redis, NoSQL.MongoDB, (3) Cloud storage with Storage.S3, (4) File transfers with Transfer.FTP, Transfer.SFTP, (5) Format parsing with Format.XLSX, Format.XML, (6) Compression with Compression.Gzip, Compression.Zip, Compression.Tar.
east-node-std
Node.js platform functions for the East language. Use when writing East programs that need Console I/O, FileSystem operations, HTTP Fetch requests, Cryptography, Time operations, Path manipulation, Random number generation, or Testing. Triggers for: (1) Writing East programs with @elaraai/east-node-std, (2) Using platform functions like Console.log, FileSystem.readFile, Fetch.get, Crypto.uuid, Time.now, Path.join, Random.normal, (3) Testing East code with describeEast and Assert.
east-py-datascience
Data science and machine learning platform functions for the East language (TypeScript types). Use when writing East programs that need optimization (MADS, Optuna, SimAnneal, Scipy, Optimization, GoogleOr), machine learning (XGBoost, LightGBM, NGBoost, Torch MLP, Lightning, GP), Bayesian inference (PyMC), simulation (Simulation DES), ML utilities (Sklearn preprocessing, metrics, splits), conformal prediction (MAPIE), or model explainability (SHAP). Triggers for: (1) Writing East programs with @elaraai/east-py-datascience, (2) Derivative-free optimization with MADS, (3) Bayesian optimization with Optuna, (4) Discrete/combinatorial optimization with SimAnneal, (5) Gradient boosting with XGBoost or LightGBM, (6) Probabilistic predictions with NGBoost or GP, (7) Neural networks with Torch MLP or Lightning, (8) Data preprocessing and metrics with Sklearn, (9) Conformal prediction intervals with MAPIE, (10) Model explainability with Shap, (11) Iterative coordinate descent with Optimization, (12) Constraint programming, vehicle routing, LP/MIP, or graph algorithms with GoogleOr, (13) Bayesian regression, hierarchical models, and multi-layer estimation with PyMC, (14) Economic ontology simulation via discrete event simulation with Simulation.
east
East programming language - a statically typed, expression-based language embedded in TypeScript. Use when writing East programs with @elaraai/east. Triggers for: (1) Writing East functions with East.function() or East.asyncFunction(), (2) Defining types (IntegerType, StringType, ArrayType, StructType, VariantType, etc.), (3) Using platform functions with East.platform() or East.asyncPlatform(), (4) Compiling East programs with East.compile(), (5) Working with East expressions (arithmetic, collections, control flow), (6) Serializing East IR with .toIR() and EastIR.fromJSON(), (7) Standard library operations (formatting, rounding, generation).
nano-image-generate
Generate images using Nano Banana (Flash) or Nano Banana Pro. Use 'flash' for speed/efficiency and 'pro' for high quality, text rendering, and complex prompt adherence. Triggers include 'generate image', 'create logo', 'fast image', 'high quality image'.
video-toolkit
Intelligent video processor for downloading media and extracting transcripts from YouTube and 1000+ supported sites. Automatically handles format selection, subtitle extraction, and post-processing.
sqlmodel-orm-dbhelper
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