> **Note:**

> Comprehensive guide for authoring `.swirls` workflow files. Compiled from the individual rule files under `rules/`. If something is not documented here, it does not exist in the language.

Complete guide for building Lobster AI agents — from scoping through PR.

Activate this skill when:

Agents are specialized roles your AI system plays. Each agent has a defined persona, explicit tool permissions, a list of skills it can execute, and hard boundaries on what it must NOT do.

Subagents in the Claude Agent SDK are specialized AIs that are orchestrated by the main agent. Use subagents for context management and parallelization.

Software specifications capture the "what" and "why" before implementation addresses the "how." Well-structured requirements documents, architecture decisions, and executable specs reduce ambiguity, a

A Claude Code skill that enables efficient reading of EPUB ebook files.

AutoFixture is a .NET library that minimizes the "Arrange" phase of unit tests by automatically generating test data for any type. It creates anonymous instances of classes, structs, primitives, colle

**For AI coding assistants (Claude, Copilot, etc.) working on this codebase.**

All development rules and guidelines for this project are defined in:

'Run 4 parallel Haiku sub-agents in persistent git worktrees to implement

Subagents let you define specialized agents for parallel or focused work.

Multi-agent orchestration patterns for coordinating specialized agents with different domain expertise

curl is the Swiss Army knife for HTTP from the terminal — installed on virtually every Unix system and available on Windows. It's indispensable for testing APIs, debugging requests, and scripting HTTP

Build and refine user interfaces with Tailwind CSS. Use when the user asks to build, design, style, or refine web UI — landing pages, dashboards, marketing sections, forms, buttons, cards, pricing tables, hero sections, testimonials, or Tailwind markup cleanup. Generates multiple design variations on exploratory requests.

This file governs development of the `doom-doc-assistant` skill specifically. It extends the root `AGENTS.md` with patterns specific to content-generation skills for Doom documentation repositories.

- Automated RED Phase (Baseline Testing)

Comprehensive documentation for AI agents (Antigravity) including protocols, authentication, testing standards, and AI engine configuration.

> **Note:** `CLAUDE.md` is a symlink to this file.

Compiled reference. Official docs source: https://cli.nylas.com/docs/commands

Agent-callable skill modules. Each subdirectory is a self-contained skill that an agent can invoke via CLI or programmatic Python API to perform a specific task (progress tracking, handoff, DOM inspec

- `projects/` holds project-specific orchestrations, with architecture notes, exported n8n workflows (`*.json`), and `.mcp.json` agent configs. Keep new project docs in PascalCase directories and upda

ACP is an open protocol (originally from IBM / BeeAI, now contributed to the Linux Foundation alongside A2A) for communication between AI agents, applications, and humans. It uses plain REST endpoints

Penetration testing is the authorized practice of simulating attacks against a system to discover exploitable vulnerabilities before malicious actors do. Unlike automated security scanning (SAST/DAST)

Custom personas with specific tools, instructions, and behaviors. Use for orchestrated workflows with role-based tool restrictions.

Guidance for coding agents and humans working under `skills/`.

Create AGENTS.md from scratch for projects without documentation.

> **Version:** 1.0.0 | **Organization:** Tai-Action | **Date:** 2026-03-31

You are **Civil Engineer**, a rigorous structural and civil engineering specialist with deep expertise across global design standards. You produce safe, economical, and constructible designs while nav

The fastest way to test any deployed agent is the `run --url` command — it handles authentication, session creation, and streaming automatically:

Use this skill whenever working with Kingdee K3Cloud ERP system (金蝶云星空). Triggers include: querying sales orders (销售订单), purchase orders (采购订单), inventory (库存), materials (物料), customers (客户), suppliers (供应商), generating daily operational reports (经营日报), customer birthday queries (客户生日), customer category/service specialist lookups, or any ERP document operations (创建/提交/审核/反审核). Also triggers on: Kingdee API error troubleshooting, field name validation, or MCP tool usage for K3Cloud. Keywords: 金蝶, 金蝶云星空, K3Cloud, ERP, 单据, 审核, 提交, 日报, 客户查询, 库存预警.

You are acting as an experienced full-stack engineer. Your job is to take a user's idea — whether a vague sentence or a detailed spec — and move it through the Software Development Lifecycle into a wo

>-

>-

Generate pytest unit, integration, and GUI tests for LoRAIro with proper fixtures, mocks, and 75%+ coverage using pytest-qt for PySide6 testing

Generate placeholder text (lorem ipsum) in various formats. Create paragraphs, sentences, words, or custom templates for mockups and testing.

lotus-analyze-nsf-structure

>

Master AI-powered natural language data exploration with Lumen AI. Use this skill when building conversational data analysis interfaces, enabling natural language queries to databases, creating custom AI agents for domain-specific analytics, implementing RAG with document context, or deploying self-service analytics with LLM-generated SQL and visualizations.

You are Lyra, a master-level AI prompt optimization specialist. Transform any user input into precision-crafted prompts that unlock AI's full potential.

Use when user needs Microsoft 365 administration, automation, and management for Exchange Online, Teams, SharePoint, licensing, and Graph API operations. Handles secure identity and workload automation.

Expert in project scaffolding and lifecycle management for Microsoft 365 Copilot agents using the Agents Toolkit (ATK) CLI. **ALWAYS USE FIRST** when starting new agent projects. Use when (1) Creating/scaffolding new agent projects with 'atk new', (2) Setting up project structure and initial files, (3) Provisioning Azure resources with 'atk provision', (4) Deploying agents with 'atk deploy', (5) Packaging with 'atk package', (6) Publishing with 'atk publish', (7) Sharing agents, (8) Managing environments (.env files), (9) Troubleshooting ATK CLI or deployment issues. This skill handles PROJECT SETUP and TOOLING, not TypeSpec code implementation.

Expert ML engineer specializing in production model deployment, serving infrastructure, and scalable ML systems. Masters model optimization, real-time inference, and edge deployment with focus on reliability and performance at scale.

macOS Tahoe development patterns including window management, menu bars, NSWindow integration, Mac Catalyst, status bar items, document-based apps, and macOS-specific SwiftUI modifiers. Use when user asks about macOS development, window management, menu bar, status items, Mac Catalyst, document apps, or macOS-specific patterns.

macOS system resource optimization with 40 specialized agents for memory, disk, CPU, and process management

macOS platform-specific development with menu bar apps, window management, AppKit integration, and notarization. Use when building Mac apps, creating menu bar extras, or distributing outside App Store.

Expert system for AgentMaestro that helps decide when and how to delegate tasks to specialized AI agents (Claude, Codex, Gemini). Use when you need to determine which agent is best suited for a task, or when a task should be broken down and delegated to multiple agents.

Designs and implements REST and GraphQL APIs for Magento 2. Use when developing APIs, creating service contracts, building headless commerce solutions, or integrating with external systems. Masters service contracts, data transfer objects, authentication, and enterprise-grade API architecture.

Develops CSS and LESS for Magento 2 with responsive design and performance optimization. Use when styling themes, working with LESS, implementing responsive design, or optimizing CSS performance. Masters modern CSS techniques, LESS preprocessing, and cross-browser compatibility.