Automation

This skill enables Claude to orchestrate multi-agent systems using the AI SDK v5. It allows Claude to set up agent handoffs, intelligent routing, and coordinated workflows across different AI providers like OpenAI, Anthropic, and Google. Use this skill when the user asks to create multi-agent systems, needs help with agent coordination, task routing, or wants to build complex workflows involving specialized agents. It is triggered by phrases like "multi-agent system", "agent orchestration", "agent handoff", "intelligent routing", or "coordinate agents".

Use when starting, pausing, completing, or transitioning task status in the development workflow.

Run tests, linting, and quality checks for PooCommerce development. Use when running tests, fixing code style, or following the development workflow.

Creates safe rollback procedures for deployments with automated workflows, rollback runbooks, version management, and incident response. Use for "rollback automation", "deployment recovery", "incident response", or "production rollback".

Validate completed implementation against plan tasks and acceptance criteria. Sixth phase of research-discussion-specification-plan-implement-review workflow. Use when: (1) Implementation phase is complete, (2) User wants validation before merging/shipping, (3) Quality gate check needed after implementation. Reviews ALL plan tasks for implementation correctness, test adequacy, and code quality. Produces structured feedback (approve, request changes, or comments) - does NOT fix code.

Context Driven Development pipeline for release workflows

Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction. NOT when only fetching static content (use curl/wget instead).

Specification-Driven Development (SDD) methodology for building software where specifications are executable and drive code generation. Use when users want to: (1) Create feature specifications with /speckit.specify, (2) Generate implementation plans with /speckit.plan, (3) Create executable tasks with /speckit.tasks, (4) Follow test-first, library-first development, or (5) Implement constitutional architecture principles. Essential for structured AI-assisted development workflows.

Parses HEC-HMS basin model files (.basin) to extract and modify subbasins, junctions, reaches, loss parameters, transform parameters, baseflow, and routing. Use when reading basin files, modifying hydrologic parameters, analyzing basin structure, or updating curve numbers, lag times, and routing coefficients. Handles clone workflows for QAQC. Trigger keywords: basin file, subbasin, junction, reach, loss method, curve number, transform, lag time, baseflow, routing, Muskingum, parse basin, get parameters.

Track developer task progress with automated checklist and workflow support. Use when (1) developer is assigned an issue, (2) checking current progress status, (3) tracking development workflow from assignment to review, (4) automating workflow steps.

Automated 3-AI verification result documentation and export workflow. Triggers when user requests AI verification report export, documentation of findings, or saving cross-validation results. Use after completing Codex/Gemini/Qwen analysis.

Grasshopper 參數化建模工作流程工具。當需要通過 MCP 協議與 Grasshopper 交互、創建和管理組件、建立連接、設置參數、執行完整建模工作流程時使用。適用於：(1) 從 MMD 文件創建 Grasshopper 定義, (2) 執行 placement_info.json 工作流程, (3) 批量管理組件和連接, (4) 參數化建模的自動化流程, (5) 解析 component_info.mmd 和 part_info.mmd 文件

Work with Feels Protocol Nix flake system and justfile task runner for reproducible builds, multi-shell environments, and automated workflows

Initializes and updates screen specification documents. Use as a foundation skill for all screen documentation workflows.

Reasoning and Acting patterns for agentic LLM workflows

Strategies for managing LLM context windows effectively in AI agents. Use when building agents that handle long conversations, multi-step tasks, tool orchestration, or need to maintain coherence across extended interactions.

Figma MCP integration specialist for design system extraction, component generation, and design-to-code workflows. Use when integrating Figma designs into development.

Meta-skill creation and optimization system that analyzes, designs, and builds new specialized skills using the integrated toolset. Transforms skill creation from art to science through pattern recognition, intelligent tool selection, and automated quality assurance.

Archives completed FABER workflow state and artifacts to cloud storage for historical tracking and analysis

Integrated orchestrator agent that manages and coordinates 25 specialized AI agents for Specification Driven Development Trigger terms: orchestrate, coordinate, multi-agent, workflow, execution plan, task breakdown, agent selection, project planning, complex task, full lifecycle, end-to-end development, comprehensive solution Use when: User requests involve orchestrator tasks.