Use when designing a new feature or system, making architecture decisions, writing technical design docs, or structuring project documentation. Triggers on "design", "architecture", "technical design", "ADR", "system decomposition", "how should I structure…
Batch-scan workspace Flutter/Android/iOS/Node.js projects, report cache usage, and perform tiered cleanup to free disk space. Triggers when the user says "clean cache", "disk space low", "free up space", or similar.
Use when reviewing code changes — MR/PR review, local commits, or uncommitted changes. Reviews document compliance, content quality (architecture soundness, test completeness, observability coverage), and end-to-end consistency (User Story ↔ design ↔ code ↔…
Cross-platform code submission workflow - Lint check, non-destructive review, manual verification document, smart staging, clean commit, MR creation. Auto-detects project type (Android/iOS/backend) and adapts to the corresponding lint/build tools. Triggers…
Standard R&D process orchestrator — guides the full development lifecycle from User Story to CD. Invoke when user says "start a new feature", "new requirement", "我要开发一个新功能", "开始需求", "next step?", "研发流程", or resumes work on an existing feature. Also invoke…
Write documents using the HWPR/AWOR framework -- separating human value judgments from AI-expanded content so critical information is not buried. Triggers when the user requests writing, rewriting, or reviewing document quality.
Quickly create a CI Pipeline for embedded repositories (SonarQube incremental C-language scanning). Triggers when the user says "add a Pipeline to this repo", "create CI configuration", "integrate SonarQube", "embedded project needs a Pipeline", or when a…
Create and review .gitlab-ci.yml files based on GitLab CI best practices and company standards. Use when creating CI/CD pipelines for new projects, reviewing existing .gitlab-ci.yml, or optimizing pipeline configuration.