Execute formatting and unit-test alignment after large refactors or broad code changes. Trigger when the user explicitly uses the command "-- 对齐测试 --" or asks to align/fix tests after massive modifications. Run formatters, fix code style, run relevant unit tests, analyze failing test cases, update tests and/or…
Consult and apply the repository architecture reference when discussing system architecture, module boundaries, directory layout, service interfaces, Docker Compose, Kubernetes deployment, or operational entry points. Use when a user asks about architecture, refactors, project structure, deployment models, or infra…
Govern Dependabot dependency upgrade PRs — audit CI, diagnose failures, combine breaking upgrades, rebase, merge, and close. Use when the user asks to handle Dependabot PRs, govern deps, or says '治理依赖', '/dependabot-governance'.
Gate and execute a Kubernetes deployment only when the target repository actually carries the project-bootstrap deployment contract. Use for deploy, release, go-live, or Kubernetes rollout requests.
Generate a Design Brief and corresponding UIUX test documents from user design intent. Use when a user describes a UI/UX idea, wants to design a new screen/feature/app from scratch, asks to create a design brief, or says 'design from UIUX'. This skill turns conversational design intent into structured Design Brief…
Govern Design Brief documents through their full lifecycle — from design review to implementation to visual validation and closure. Use when the user asks to govern a design brief, check design brief status, validate a UI implementation against its brief, or says '治理设计', '/design-governance'. Scans docs/designbrief/…
Consult and apply the project design system when discussing UI design, visual language, design tokens, component variants, accessibility, theming, or styling conventions for the Web frontend. Use when a user asks about design system changes or implementing UI components/styles.
Run and author the repository's Playwright E2E tests, validate critical user journeys, and stabilize flaky browser behavior using the actual GUI and service contract.
Govern feature request (FR) documents through their full lifecycle — from planning to implementation to closure. Use when the user asks to govern/治理 a feature request, close an FR, check FR status, or says "治理FR", "/fr-governance". Scans docs/featurerequest/ for open FR docs, plans implementation, executes governance…
Run gRPC regression checks through the target repository's real transport; use the Orchestrator CLI for its UDS daemon and Docker-network grpcurl helpers only when Compose is actually present.
Repair CLI documentation drift flagged by the FR-154 parity infrastructure: regenerate config/governance/cli-surface.json, read the failing gate's diagnostics, and fix docs/guide/ (EN+ZH) and the built-in guide until the gate and cargo tests pass. Use when cli-doc-parity or guidematchesclapleaves fails, or after…
Create or update integration manifest packages in the companion repo (orchestrator-integrations). Use when a user asks to add a new integration (Slack, GitHub, Discord, Jira, etc.), create a webhook trigger for an external service, or extend the integrations library. Routes all integration work to the separate repo…
Run tests, inspect daemon and task state, collect logs, and troubleshoot the current repository; use Docker Compose or Kubernetes only when the target repo actually declares those environments.
Guide for working with the Agent Orchestrator — a CLI tool for AI-native SDLC automation. Use when writing or editing YAML manifests (Workspace, Agent, Workflow, StepTemplate, ExecutionProfile, SecretStore, EnvStore, Trigger, CRD), running orchestrator CLI commands, designing workflow step pipelines, writing CEL…
Monitor and evaluate orchestrator test execution plans end-to-end. Use when the user wants to run a test execution plan from docs/showcases/, observe the orchestrator's full-pipeline processing, and get a final assessment. Triggers on: "run test plan", "execute plan", "monitor orchestrator", "test the orchestrator"…
Run lightweight, repeatable latency and throughput checks against real repository surfaces; benchmark Orchestrator CLI/daemon or Slack gateway behavior here and use HTTP hey tests only for an explicitly running endpoint.
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
Initialize a brand-new project from scratch with a default full-stack scaffold (Rust core + React Router 7 portal + Docker + Kubernetes). Use when a developer asks to bootstrap an empty repo or start a new project and no specific tech stack is requested.
Verify release readiness from the current repository's actual Rust workspace, React/Tauri GUI, governance gates, and GitHub Actions; add Docker or Kubernetes checks only when those assets exist.
Generate or update QA/security/UIUX test documentation after confirmed feature implementation plans or completed refactors. Use this skill AFTER plan approval or code completion to: (1) add new QA test docs for new behavior, (2) generate design docs, and (3) run repo-wide cross-doc impact analysis (docs/qa/…
Govern and periodically remediate QA documentation quality across docs/qa, docs/security, and docs/uiux. Use when users ask to audit QA docs, run recurring documentation checks, fix doc drift after refactors, enforce scenario limits/checklists/UI entry visibility, or synchronize README/manifest/changelog consistency.
Reset local development state only after discovering the repository-owned reset contract; use project-scoped Orchestrator cleanup here and Docker Compose reset only for applicable generated projects.