Review a remote MR/PR or local code changes, reporting real issues with evidence-first severity. Use when the user says "review", "code review", "帮我 review", "看看这个 MR/改动/diff", asks to look over a branch, commit, or diff for problems before merging, asks for review findings, or provides an MR/PR URL. Not for prose review, skill-authoring audits, or ordinary implementation.
Write or improve agent skills with clear triggers, executable workflows, progressive disclosure, and validation. Use when creating a new skill, rewriting an existing skill, auditing skill trigger behavior, splitting or merging skills, or turning repeated agent behavior into reusable instructions. Not for reviewing application code or executing an already-selected skill without changing its instructions.
Create or amend a local git commit after the user explicitly asks to commit, `/commit`, amend, save changes, or needs committed work before a requested git action such as push. Use to stage relevant files, write a repository-matching message, and run `git commit`. Not for message-only drafts or branch creation.
Clean changed code, tests, comments, and documentation before final validation: reuse established mechanisms, reduce accidental complexity and cost, remove AI artifacts, and verify type-driven refactors against runtime evidence. Use when the user invokes /deslop or asks to run deslop. Not for correctness review; use /review.
Turn an explicitly requested task into an outcome-based, verifiable goal file, then start it through a callable goal tool or emit an exact `/goal` paste handoff. Use when the user invokes `/set-goal`, asks to set, create, or start a goal, or explicitly requests long-running goal mode. Not for discussing goal-setting, continuing an active goal, ordinary planning, or direct `/goal Read ...` handoffs.
Send a bounded prompt and file bundle to an independent ChatGPT Pro, Deep Research, or API model for second-opinion review. Use when the user says /oracle, asks to consult ChatGPT Pro or another model, or explicitly requires an external model check. Not for ordinary review or research that the current agent can complete directly.
Operate GitHub through the `gh` CLI for GitHub issues, pull requests, repos, workflow data, comments, and GitHub-hosted Agent Skills. Use when the user gives a GitHub URL, `owner/repo#123`, asks about a GitHub issue/PR/workflow, or asks to preview/install/update a skill from GitHub. Not for GitLab URLs or local skill editing without a GitHub source.
Operate GitLab through the `glab` CLI for GitLab merge requests, issues, pipelines, discussions, repos, and MR descriptions. Use when the user gives a GitLab URL, asks about a GitLab MR/issue/pipeline, mentions `glab`, or asks to draft/update an MR description. Not for GitHub URLs or purely local git tasks that do not need GitLab issue, MR, pipeline, discussion, or repo data.