stacklok/toolhive

toolhive-cli-user

Guide for using ToolHive CLI (thv) to run and manage MCP servers and skills. Use when running, listing, stopping, building, or configuring MCP servers locally. Covers server lifecycle, registry browsing, secrets management, client registration, groups,…

原文语言：英语

check-contribution

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

原文语言：英语

toolhive-release

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…

原文语言：英语

implement-story

Implements a GitHub user story from planning through PR creation, with research, codebase analysis, and structured commits.

原文语言：英语

release-notes

Generates polished GitHub release notes for a ToolHive release by analyzing every merged PR, cross-referencing linked issues, dispatching expert agents to assess breaking changes, and producing a formatted release body. Use when the user provides a GitHub…

原文语言：英语

deflake

Finds flaky tests on the main branch by analyzing GitHub Actions failures, ranks them by frequency, and enters parallel plan mode to design deflake strategies. Use when you want to find and fix the flakiest tests.

原文语言：英语

code-review-assist

Augments human code review by summarizing changes, surfacing key review questions, assessing test coverage, and identifying low-risk sections. Use when reviewing a diff, PR, or code snippet as a senior review partner.

原文语言：英语

vmcp-review

Reviews vMCP code changes for known anti-patterns that make the codebase harder to understand or more brittle. Use when reviewing PRs, planning features, or refactoring vMCP code.

原文语言：英语

add-rule

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

原文语言：英语

doc-review

Reviews documentation for factual accuracy

原文语言：英语

deploy-otel

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.

原文语言：英语

deploying-vmcp-locally

Deploys a VirtualMCPServer configuration locally for manual testing and verification

原文语言：英语

split-pr

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

原文语言：英语