Aws Cdk Development

Detect and untangle circular dependencies. Runs madge/skott (TS), pycycle (Py), or compiler-only checks (Go/Rust). Auto-fixes leaf-extractable cycles; reports core cycles for human review. Use when the user asks to find circular imports, fix dependency cycles, or untangle module graph. Example queries — "find circular imports", "fix dependency cycles", "untangle our module graph", "why is madge complaining".

Provision and manage cloud infrastructure using Terraform with HCL modules, remote state backends, workspaces, and plan/apply workflow. Implement infrastructure as code patterns with variable management, output values, and state locking for team collaboration. Use when provisioning new cloud infrastructure, migrating from ClickOps or CloudFormation to declarative IaC, managing multi-environment infrastructure, versioning infrastructure changes alongside application code, or enforcing standards through reusable modules.

Use when implementing infrastructure as code with Terraform across AWS, Azure, or GCP. Invoke for module development (create reusable modules, manage module versioning), state management (migrate backends, import existing resources, resolve state conflicts), provider configuration, multi-environment workflows, and infrastructure testing.

Terraform infrastructure-as-code workflow patterns: state and environments, module design, safe plan/apply, drift control, and CI guardrails

Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.

AWS Bedrock AgentCore 全面的专家，用于大规模部署和管理 AI 代理。在使用任何 AgentCore 服务（包括 Gateway、Runtime、Memory、Identity、Code Interpreter、Browser、Observability、Agent Registry 或 Evaluations）时使用。涵盖代理部署、MCP 工具集成、凭证管理、代理发现、治理工作流和自动化质量评估。当用户提及 AgentCore、agent runtime、agent registry、agent evaluation、MCP gateway、deploy agent、register MCP server、discover agents、evaluate agent quality、agent credentials，或希望在 AWS 上构建、部署、编目或监控 AI 代理时，此扩展至关重要。