Design and run focused acceptance scenarios to check MCP tools through real agent CLIs such as Claude or Gemini. Review task completion, tool failures, and detailed run output, and compare branches when investigating a regression.
中文简介正在准备中。当前显示英语简介。
- Validate MCP tool changes in a pull request
- Check whether a tool regression occurs from an agent’s perspective
- Run an end-to-end scenario with Claude or Gemini CLI
homeassistant-ai/ha-mcp☆ 53572026年10月29日 更新
Compare MCP tool behavior in a target version with a released baseline. It selects relevant prebuilt scenarios, designs custom regression stories, runs them with agent CLIs, verifies outcomes, and reports behavior, tool usage, and cost trends.
中文简介正在准备中。当前显示英语简介。
- Compare tool behavior between a release and a code change
- Choose test stories that exercise modified MCP tools
- Create regression scenarios for changed code paths
homeassistant-ai/ha-mcp☆ 53572026年10月29日 更新
Review an external GitHub pull request for security concerns, test coverage, change size, and alignment with its linked issue or stated purpose. It summarizes findings and drafts a constructive review comment for you to approve before posting.
中文简介正在准备中。当前显示英语简介。
- Review an external contribution before deciding whether it is ready to merge
- Check whether a pull request has tests for its changed code
- Assess whether a contributor’s changes match the linked issue
homeassistant-ai/ha-mcp☆ 53572026年10月29日 更新
Finds authors of merged pull requests who are missing from a README contributors list, drafts concise descriptions of their work, and updates the list only after the user approves the proposed additions.
中文简介正在准备中。当前显示英语简介。
- Find recent merged PR authors missing from the contributor list
- Draft factual one-line summaries of contributors’ changes
- Update a README after reviewing proposed additions
homeassistant-ai/ha-mcp☆ 53572026年10月29日 更新
Analyze a GitHub issue by exploring related code, checking relevant external details, and assessing implementation complexity and architectural choices. The skill drafts a structured issue comment and recommends labels for maintainers to review.
中文简介正在准备中。当前显示英语简介。
- Assessing the complexity of a GitHub issue
- Planning implementation approaches
- Preparing an issue analysis and labels
homeassistant-ai/ha-mcp☆ 53572026年10月29日 更新
Take a GitHub issue through implementation in a worktree, tests, and a draft pull request. The skill then checks CI results and review threads, applies fixes, and repeats the review cycle until the pull request is ready for maintainer review.
中文简介正在准备中。当前显示英语简介。
- Implementing a GitHub issue end to end
- Creating a draft pull request from an issue
- Resolving CI failures and review comments
homeassistant-ai/ha-mcp☆ 53572026年10月29日 更新