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面向 OpenClaw 的子 agent 生命周期设计与审计技能。用于设计或检查 sessions_spawn、subagents、隔离 session、上下文继承、进度回传、恢复与清理逻辑。
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
Use when the user wants academic literature search, paper discovery, citation graph lookup, PubMed or Google Scholar retrieval, arXiv or Rxiv preprint search, or AI4Scholar-powered citation insertion inside Codex. Prefer the bundled script over generic web search when the user explicitly wants AI4Scholar.
Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of "Word doc", "word document", ".docx", or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a "report", "memo", "letter", "template", or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Academic literature review workflow for research topic selection. Use when user asks to do literature survey, research topic exploration, or systematic review for a specific field. Triggers include: "literature review for [field]", "research topic selection", "help me design a search strategy", "systematic literature search", or when user describes a multi-step research workflow involving database searching, relevance assessment, journal filtering, and topic analysis.
Use this skill when the user wants to work with Google NotebookLM from Codex through the `notebooklm-py` CLI, including logging in, listing notebooks, selecting a notebook, adding sources, asking questions, exporting metadata, or generating NotebookLM artifacts.
| name | agent-lifecycle-management |
| description | 面向 OpenClaw 的子 agent 生命周期设计与审计技能。用于设计或检查 sessions_spawn、subagents、隔离 session、上下文继承、进度回传、恢复与清理逻辑。 |
这个 skill 解决的问题不是“怎么启动一个 agent”，而是：
如果这些环节缺失，多 agent 系统很容易出现：
当你要做下面这些事时，用这个 skill 的思路：
sessions_spawn 启动新的 ACP / subagent sessionread / edit / exec 就能完成的小任务finally 思维，而不是只在成功路径里处理。sessions_spawn + runtime="acp"：适合明确要求 Codex / Claude Code / ACP harness 的场景sessions_spawn + runtime="subagent"：适合本地隔离推理或任务拆分mode="run"：一次性任务，完成就结束mode="session"：持续会话，适合线程式长期协作