发现 Skills

Creates new Claude Code skills with proper structure and best practices. Use when a user wants to create a skill, update an existing skill, add a new command, scaffold a workflow, define skill hooks, or asks "how do I make a skill".

Extract clean markdown from any URL, including JavaScript-rendered SPAs. Use when the user provides a URL and wants its content, says "scrape", "grab", "fetch", "pull", "get the page", "extract from this URL", or "read this webpage". Returns LLM-optimized markdown.

Dispatches a composed set of assignment envelopes to domain-expert subagents in parallel, in a single message with multiple Agent tool calls. Enforces the no-pingpong gate via the pingpong-detector agent before any dispatch fires. Use when invoked by the coliseum-orchestrator as Phase 3; when envelopes are already composed and the next step is parallel execution; or when the user asks to "fan out" or "dispatch in parallel." Produces a dispatch log capturing what was sent, when, and where returns land.

Distill artist/theorist narrative principles into formal, implementable algorithmic frameworks. Use when asked to extract, formalize, or systematize narrative techniques from any storytelling source—filmmakers, writers, theorists, game designers, showrunners. Triggers on requests involving narrative principle extraction, story structure analysis, craft methodology formalization, or creating implementable storytelling protocols.

Guides understanding and working with Apache Beam's CI/CD system using GitHub Actions. Use when debugging CI failures, understanding test workflows, or modifying CI configuration.

Create Spring Boot projects with Java 25 and Spring Boot 4. Use when user wants to create, build, scaffold, setup, or initialize a new Spring Boot application, microservice, REST API, or backend service; asks for project structure recommendations; mentions Java 25 or Spring Boot 4 features (RestTestClient, HTTP Service Clients, API versioning, JSpecify null-safety, modularization); needs architecture guidance (layered, package-by-module, modular monolith, tomato, DDD+hexagonal); or requests Spring Initializr setup. Also triggers on discussions about Spring Boot architecture patterns, Value Objects, CQRS, or domain-driven design.

Review a GitHub pull request for a Rust codebase. Focuses on security, performance, test coverage, and Rust idioms. Runs in GitHub Actions and posts comments directly to the PR.

Shared configuration patterns for project setup commands. Provides security hooks, Claude framework structure templates, and framework detection patterns used across multiple setup commands.

Build modular Agentic RAG systems with LangGraph, featuring hierarchical indexing, conversation memory, and multi-agent query processing

Install and use World2Agent (W2A) sensors to give AI agents structured, real-time perception of the real world

Expert in analyzing the leaked Claude Code TypeScript source and architecture

CloudCLI (Claude Code UI) - web and mobile interface for managing Claude Code, Cursor CLI, Codex, and Gemini CLI sessions remotely

```markdown

OAuth authentication plugin for OpenCode that enables GPT-5.x and Codex model access via ChatGPT Plus/Pro subscriptions

ETL pipeline and analytics application for Harvard Art Museums API with SQL storage and Streamlit visualization

Murder Mystery 2 inventory tracking, analytics dashboard, and gameplay optimization toolkit for Roblox

Blazing fast Rust CLI tool to fetch data from 55+ websites (Twitter, Reddit, YouTube, Bilibili, etc.) with single commands

Connect OpenClaw AI agents to DingTalk with message handling, document operations, calendar, todos, and AI cards

Mission control Kanban interface for managing autonomous Hermes Agent tasks, routines, and workflows

Deploy and configure OpenClaw AI assistant with multi-model support and messaging channel integrations

SEO & content marketing command suite for keyword research, content audits, SERP analysis, technical SEO and content strategy automation

Use the data.gouv.fr MCP server to search, explore, and analyze French open data datasets via AI chatbots

Headless browser automation CLI for AI agents using a native Rust binary with the Chrome DevTools Protocol (CDP)

```markdown