> **Quick Ref:** Autonomous epic execution. `/swarm` for each wave with runtime-native spawning. Output: closed issues + phase-2 handoff for `/validation`.

**YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it.**

'Create structured handoff for session continuation. Triggers: handoff, pause, save context, end session, pick up later, continue later.'

> **Purpose:** Detect and auto-fix common skill hygiene issues across the skills/ directory.

> **Quick Ref:** Execute single issue end-to-end. Output: code changes + commit + closed issue.

> **Quick Ref:** Decompose goal into trackable issues with waves. Output: `.agents/plans/*.md` + bd issues.

> **One job:** Tell a new user what AgentOps does and what to do first. Fast.

Author and manage holdout scenarios for behavioral validation. Scenarios are stored outside the codebase in .agents/holdout/ where implementing agents cannot see them. Triggers: scenario, holdout, behavioral scenario, create scenario, list scenarios.

> **Purpose:** Run repeatable security checks across code, scripts, hooks, and release gates.

Spawn isolated agents to execute tasks in parallel. Fresh context per agent (Ralph Wiggum pattern).

> **Purpose:** Is this code ready to ship?

Build command-line apps in R using the Rapp package. Use when creating a CLI tool in R, adding argument parsing to an R script, turning an R script into a command-line app, shipping CLIs in an R package, or using Rapp (the alternative Rscript front-end). Also use for shebang scripts, exec/ directory in R packages, or subcommand-based R tools.

For standard implementation patterns, always check official guides first:

Model Context Protocol (MCP) enables Claude Code plugins to integrate with external services and APIs by providing structured tool access. Use MCP integration to expose external service capabilities a

For fix goals: reproduce the failure BEFORE work, verify resolution AFTER.

This skill guides the creation of effective skills. For conceptual background, structure details, and writing best practices, read [references/best-practices.md](references/best-practices.md).

Canton Network open-source ecosystem guide covering DAML SDK, Canton runtime, and Splice applications. Use when working with Canton Network, DAML smart contracts, or building decentralized applications.

Fetches Zig language and standard library documentation via CLI. Activates when needing Zig API details, std lib function signatures, or language reference content that isn't covered in zig-best-practices.

Claude Code hook system for pre/post tool execution. Triggers on: hooks, PreToolUse, PostToolUse, hook script, tool validation, audit logging.

Model Context Protocol (MCP) server patterns for building integrations with Claude Code. Triggers on: mcp server, model context protocol, tool handler, mcp resource, mcp tool.

Quick reference for RESTful API design patterns, HTTP semantics, caching, and rate limiting. Triggers on: rest api, http methods, status codes, api design, endpoint design, api versioning, rate limiting, caching headers.

Quick reference for common SQL patterns, CTEs, window functions, and indexing strategies. Triggers on: sql patterns, cte example, window functions, sql join, index strategy, pagination sql.

Python FastAPI development with uv package manager, modular project structure, SQLAlchemy ORM, and production-ready patterns.

Interactive skill creation assistant that guides users through building new Agent Skills for Claude Code. Use when creating new skills, building custom capabilities, or when the user runs /new-skill command. Helps design skill structure, craft descriptions, create scripts, and organize supporting files.

Control the user's Firefox browser with their logins and cookies intact. Use when you need to browse websites as the user, interact with authenticated pages, fill forms, click buttons, take screenshots, or get page content. (user)

Observe actual runtime behavior. Verify hypotheses from static analysis. Capture data that's only visible during execution.

Ensure required reverse engineering tools are available and properly configured for cross-architecture analysis.

This sub-skill guides initializing a new Firebase project with proven architecture patterns. It handles Firebase CLI setup, architecture decisions, emulator configuration, and initial project structur

Create high-converting, visually distinctive landing pages. Use when building marketing pages, product launches, SaaS homepages, or any single-page conversion-focused website. Guides section-by-section composition with anti-AI-slop principles.

Structured guidance for diagnosing and maintaining remote Linux systems through SSH/tmux sessions, with emphasis on Ubuntu/Debian platforms.

xtool is a **cross-platform Xcode replacement** for building iOS apps with SwiftPM on Linux, Windows, and macOS. It is NOT XcodeGen, Tuist, or Xcode project files.

Implement authentication and authorization using @delon/auth. Use this skill when adding login/logout flows, JWT token management, role-based access control (RBAC), route guards, HTTP interceptors, and session management. Integrates with Firebase Auth and custom permission systems. Ensures secure token storage, automatic token refresh, and consistent authorization checks across components and services.

Create components using ng-alain (@delon/abc) and ng-zorro-antd UI libraries. Use this skill when building enterprise UI features with ST (Simple Table), SF (Schema Form), ACL (Access Control), PageHeader, ReuseTab, and other @delon components. Ensures proper integration with ng-alain architecture, theming system, responsive layouts, and accessibility standards while following Angular 20 patterns.

Implement fullscreen functionality using screenfull library for cross-browser fullscreen support in ng-events project

Shell scripting best practices and patterns. Use when writing bash/zsh

tool-selection-framework

Manage authentication, authorization, and user sessions. Use when dealing with login, sign-up, API protection, middleware, or user data fetching.

Manage the credit system (allocation, purchasing, usage). Use when adding credit types, configuring pricing, or building credit UI.

Peer-to-peer networking patterns using commonware for building decentralized Guts network

A conceptual skill for building an API client in Next.js that handles JWT tokens

Assists authors in researching topics, verifying facts, and ensuring accuracy in their writing. Particularly useful for historical fiction, non-fiction, science fiction, and any genre requiring real-world accuracy. Use when the user needs help with research or fact-checking.

Zero-friction local development server management for Empathy Ledger using PM2

Navigate Supabase database tables, relationships, and query patterns. Use when you need to understand how tables connect, write queries, or find the right data source.

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Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.

Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking, and security automation. Use when implementing security controls, conducting security audits, responding to vulnerabilities, or ensuring compliance requirements.

Allra 백엔드 에러 핸들링 및 예외 처리 표준. Use when handling errors, creating custom exceptions, or implementing error responses.

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