ai

Use when handling local Git CLI daily operations such as checking status or diff, staging files, creating conventional commits, restoring local changes, reverting commits, or resolving merge/rebase/cherry-pick conflicts.

Use when explaining code, answering technical questions, comparing approaches, or providing repository-grounded analysis without entering an implementation or remediation workflow.

Use when evaluating system architecture, platform design, or high-level technical structure to identify production risks, evidence gaps, and prioritized remediation without directly redesigning or implementing the system.

Use when improving internal code structure without intentionally changing externally observable behavior, such as module splits, simplification, dependency cleanup, or maintainability and performance-oriented restructuring.

Use when feature ideas, issues, stakeholder notes, or partial specs need to be reviewed and turned into a concise, testable PRD with clear scope, user stories, acceptance criteria, and explicit open decisions.

Use when a PRD, feature spec, or acceptance criteria already exist and need to be turned into a concise test plan and traceable test cases with clear priorities, coverage, and execution focus.

Use when reviewing pull requests, diffs, patches, or repository files to identify merge-blocking issues, important risks, and evidence gaps without directly fixing the reviewed artifact.

Use when implementing repository feature work such as new capabilities, API or schema changes, integrations, user-facing behavior changes, or mixed code-and-doc deliverables after requirements are clear enough to execute.

Use when handling repository defects such as regressions, crashes, incorrect output, failing tests, integration breakage, or performance problems that require investigation, repair, and evidence-backed verification.

统一路由仓库级请求到合适 lane 与交付深度。用于处理任何仓库内任务，尤其是在需要在 answer/git/github/bug/feature/refactor/review/architecture 之间选择路径、判断是否触发 brainstorming，或协调多 Agent 与多技能执行时。

Use when handling GitHub issues, pull requests, workflow runs, releases, or repo metadata through gh CLI.