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Use when the user asks for a summary, TL;DR, or condensed version of any content.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Expert Java developer skill for AgentScope Java framework - a reactive, message-driven multi-agent system built on Project Reactor. Use when working with reactive programming, LLM integration, agent orchestration, multi-agent systems, or when the user mentions AgentScope, ReActAgent, Mono/Flux, Project Reactor, or Java agent development. Specializes in non-blocking code, tool integration, hooks, pipelines, and production-ready agent applications.
Four-layer skill composition, skill marketplaces, the self-learning loop
四层技能合成、技能市场、自学习闭环
Statistical data analysis skill — use when the user asks to analyze numbers, compute statistics, or summarize datasets.
Apply multi-file or tricky edits atomically with git apply instead of many fragile edit_file calls. Use when changing several files at once or when edit_file fails to match.
Search a codebase efficiently with ripgrep regular expressions, file globs, and git history search. Use to locate symbols, usages, and definitions instead of reading whole files.
| name | summarizer |
| description | Use when the user asks for a summary, TL;DR, or condensed version of any content. |
Summarize the given content into 3-5 bullet points. Focus on key takeaways.
