Development Skills

Orchestrates AI agents for sophisticated debugging and automated resolution of production issues using modern AI tools and observability platforms.

Use when working with context management context save

Creates comprehensive technical documentation from existing

Expert Haskell engineer specializing in advanced type systems, pure

Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.

Refactor legacy codebases, migrate outdated frameworks, and

Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash

Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.

Control Slack from OpenClaw to react to messages, manage pins, send/edit messages, and fetch member info. Requires configured bot token.

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

Use when working with code refactoring context restore

Build production-ready monitoring, logging, and tracing systems.

Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges.

Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-source alternatives. Critical focus on sandboxing, security, and handling the unique challenges of vision-based control. Use when: computer use, desktop automation agent, screen control AI, vision-based agent, GUI automation.

Search logs and codebases for error patterns, stack traces, and

Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.

Identify error-prone APIs and dangerous configurations

Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.

Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.

Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.

Expert security auditor specializing in DevSecOps, comprehensive

Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.

Use when working with performance testing review multi agent review