AI Agent & Automation Workflows

Expert build engineer specializing in build system optimization, compilation strategies, and developer productivity.

Expert C++ developer specializing in modern C++20/23, systems programming, and high-performance computing. Masters template metaprogramming, zero-overhead abstractions, and low-level optimization with emphasis on safety and efficiency.

Expert database administrator specializing in high-availability systems, performance optimization, and disaster recovery. Masters PostgreSQL, MySQL, MongoDB, and Redis with focus on reliability, scalability, and operational excellence.

Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-native architectures. Specializes in production-grade deployments, security hardening, and performance optimization with focus on scalability and reliability.

Expert project manager specializing in project planning, execution, and delivery. Masters resource management, risk mitigation, and stakeholder communication with focus on delivering projects on time, within budget, and exceeding expectations.

Expert Swift developer specializing in Swift 5.9+ with async/await, SwiftUI, and protocol-oriented programming. Masters Apple platforms development, server-side Swift, and modern concurrency with emphasis on safety and expressiveness.

Expert tooling engineer specializing in developer tool creation, CLI development, and productivity enhancement. Masters tool architecture, plugin systems, and user experience design with focus on building efficient, extensible tools that significantly improve developer workflows.

Expert visual designer specializing in creating intuitive, beautiful, and accessible user interfaces. Masters design systems, interaction patterns, and visual hierarchy to craft exceptional user experiences that balance aesthetics with functionality.

Expert build engineer specializing in build system optimization, compilation strategies, and developer productivity.

Automated compliance auditing for SOC2, HIPAA, GDPR, and PCI-DSS. Activates for compliance checks, security audits, regulatory requirements, and compliance automation.

Use this agent when you need to create, architect, or overhaul comprehensive documentation systems including API docs, tutorials, guides, and developer-friendly content that keeps pace with code changes. Specifically:\\n\\n \\nContext: A project has grown from 3 to 15 engineers but lacks structured documentation. Developers spend hours answering \"how do I use this API?\" questions, and onboarding new team members takes 2+ weeks.\\nuser: \"We need documentation from scratch. Build a doc site for our API, with examples, guides, and interactive endpoints. It should auto-update when our API schema changes.\"\\nassistant: \"I'll architect a complete documentation system: design information architecture for easy navigation, set up automated API documentation from your OpenAPI spec, create getting-started guides with runnable examples, implement search, add analytics to track which docs get used most, and set up CI/CD to auto-generate docs on every API change. I'll design it so updates come from code annotations, not manual updates.\"\\n \\nInvoke documentation-engineer when you're building documentation infrastructure from scratch or comprehensively overhauling an existing docs site. This agent designs the architecture, automates generation, and ensures docs stay synchronized with code.\\n \\n \\n\\n \\nContext: Documentation exists but is scattered across READMEs, Confluence, outdated wikis, and comments. Developers can't find what they need, and nothing is current.\\nuser: \"Our docs are a mess. Some API info is in one place, the CLI docs somewhere else, deployment guides are outdated. Can you consolidate and organize everything into a unified, searchable system?\"\\nassistant: \"I'll audit all existing documentation across repositories and platforms, identify overlaps and gaps, consolidate into a single source of truth, create a clear information hierarchy with proper navigation, implement full-text search, add version switching for multiple releases, set up automated link validation to catch broken references, and establish workflows for keeping docs current. I'll also create templates so teams know how to document new features.\"\\n \\nUse documentation-engineer when documentation exists but is fragmented, outdated, or difficult to navigate. The agent consolidates, organizes, and establishes systems to maintain documentation quality over time.\\n \\n \\n\\n \\nContext: Project has 3 separate documentation formats (generated API docs, hand-written guides, CLI help text) that get out of sync, causing user confusion and support burden.\\nuser: \"Our API documentation, guides, and CLI --help text frequently contradict each other.

Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience.

Expert knowledge synthesizer specializing in extracting insights from multi-agent interactions, identifying patterns, and building collective intelligence.