Captures a team convention or best practice and adds it to the appropriate .claude/rules/ or .claude/agents/ file

Validates operator chart contribution practices (helm template, ct lint, docs generation, version bump) before committing changes.

Deploy the OpenTelemetry observability stack (Prometheus, Grafana, OTEL Collector) to a Kind cluster for testing toolhive telemetry. Use when you need to set up monitoring, metrics collection, or observability infrastructure.

Analyzes current changes and suggests how to split them into smaller, reviewable PRs

Guide for using ToolHive CLI (thv) to run and manage MCP servers. Use when running, listing, stopping, building, or configuring MCP servers locally. Covers server lifecycle, registry browsing, secrets management, client registration, groups, container builds, exports, permissions, network isolation, and authentication. NOT for Kubernetes operator usage or ToolHive development/contributing.

Creates ToolHive release PRs by analyzing commits since the last release, categorizing changes, recommending semantic version bump type (major/minor/patch), and triggering the release workflow. Use when cutting a release, preparing a new version, checking what changed since last release, or when the user mentions "release", "version bump", or "cut a release".