Expert DevOps and SRE advisor providing strategic guidance with AWS Well-Architected Framework alignment, scalability patterns, FinOps practices, and infrastructure-as-code expertise. Presents...

Orchestrate comprehensive planning phase from ideation to development-ready specifications using 4 specialized agents

Orchestrate comprehensive planning phase from ideation to development-ready specifications using 3 specialized agents (Full workflow documentation at docs/workflows/planning-workflow.md)

Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2

Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2

Manage small business HR with BambooHR's people management platform.

Monitor brand mentions and social conversations with Mention's listening platform.

Manage professional social media with Sprout Social's enterprise platform.

Manage enterprise HR with Workday's cloud-based human capital management system.

Use when reviewing pull requests, conducting code quality audits, or identifying security vulnerabilities. Invoke for PR reviews, code quality checks, refactoring suggestions.

Auto-retry failed cron jobs on connection recovery. Use when cron jobs fail due to network errors and should be retried when connectivity is restored. Integrates with heartbeat to detect failed...

Disciplined plan execution for implementation tasks. Use when executing a saved implementation plan, following step-by-step instructions from a plan document.

Manage customer relationships with Zoho's comprehensive CRM platform.

Sync all git repos - my-life top repo and spaces/ projects

Quality control, citation validation, fact-checking before human review

Visual regression testing, responsive design validation, and WCAG accessibility compliance testing.

Ultimate Bug Scanner - scan code for bugs across 7 languages (JS/TS, Python, Go, Rust, Java, C++, Ruby). Use before commits to catch null safety issues, security holes, async bugs, and memory leaks.

为 Claude Code 会话提供的正式评测框架，实现了评测驱动开发（Eval-Driven Development，EDD）原则

Use when executing implementation plans with independent tasks in the

Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates