Create release notes for a new version tag. Gathers all commits, PRs, issues fixed, and breaking changes since a previous release. Creates the release notes markdown file, tags the repo, and pushes. Asks the user to confirm the base version to diff against.
Generate a usage report for MCP Gateway Registry by SSHing into the telemetry bastion host, exporting telemetry data from DocumentDB, and producing a formatted markdown report with deployment insights.
Generate a benchmark report from stress test results (registration, API performance, search concurrency). Reads JSON result files and produces a markdown report suitable for docs/benchmarks/.
Design and document new features with GitHub issue, low-level design (LLD), expert review, and testing plan. Creates structured documentation in .scratchpad/ with issue spec, technical design with diagrams and pseudo-code, multi-persona expert review, and a testing plan covering functional (curl and registry_management.py), backwards-compatibility, UX, ECS/terraform, and E2E API tests. Supports starting from a user description OR an existing GitHub issue URL. Folder naming: issue-{number}/ for existing issues, {feature-name}/ for new features.
Review a GitHub pull request using multiple expert personas. Takes a PR URL as input, analyzes the changes, and generates comprehensive review feedback from different perspectives (Merge Specialist, Frontend, Backend, Security, DevOps, AI/Agent, SRE, Chief Architect).
Install (deploy) MCP Gateway & Registry on AWS using the Terraform aws-ecs stack (ECS Fargate, Aurora, DocumentDB, Keycloak). Asks whether you are running from an EC2 instance or a local laptop, confirms the required AWS IAM permissions are in place, clones the repository, bootstraps the toolchain (uv, AWS CLI, Terraform), configures terraform.tfvars, runs the two-stage terraform apply, and completes post-deployment setup. Does NOT create IAM roles itself — it tells you the permissions you need and offers to guide you through setting them up.
Complete macOS setup and teardown for MCP Gateway & Registry (AI-registry). Clones the repository, installs all services, configures Keycloak auth, registers the Cloudflare docs server, and verifies the full stack. Also supports complete teardown. Can be run directly from its GitHub URL without the repository already cloned. Uses an interactive or default-values mode chosen at startup.
Keep Terraform and CDK infrastructure in sync. Compares terraform/aws-ecs/ and infra/ to identify discrepancies in ECS services, networking, storage, secrets, IAM, and configuration. Reports parity gaps and generates fixes for the target IaC tool. Use when changes are made to either Terraform or CDK infrastructure.