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Use when the user asks for a summary, TL;DR, or condensed version of any content.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
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.
