Turn papers, articles, or outlines into an 8–12 slide PowerPoint presentation. The skill organizes background, methods, findings, and conclusions, extracts concise bullet points, and generates a .pptx file using its bundled script.
中文简介正在准备中。当前显示英语简介。
从论文、大纲或结构化文本生成 PowerPoint (.pptx) 演示文稿。Use when 用户需要把一篇论文/文章/大纲做成幻灯片、slides、演示文稿、PPT、deck。Don't use when 只需纯文本总结、生成 Word/PDF、或修改已有 pptx 的单个像素级样式。
安装前可以查看交给 AI 代理的指令内容。
把一份来源文本（论文 / 大纲）转成 8-12 页的演示文稿，按以下步骤：
scripts/generate_pptx.py
（通过 run_skill_script 工具），传入下面约定的 JSON payload。工具：run_skill_script(name="pptx", script="generate_pptx.py", payload=<JSON字符串>)
payload 的 JSON schema：
{
"title": "演示文稿主标题（通常等于论文标题）",
"subtitle": "副标题，通常是作者或来源，可留空",
"slides": [
{"title": "页标题", "bullets": ["要点1", "要点2", "要点3"]}
]
}
约束：
slides 至少 8 项（加上自动生成的标题页，总页数落在 8-12 页区间）。bullets 建议 3-5 条。如需了解版式、配色、python-pptx 的实现细节，或排查生成问题，
再用 read_skill_file 读取本 Skill 内的：
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Build an evaluation process for AI agents using success, reliability, cost, and latency measures. Define scoring criteria, repeatable environments, failure analysis, and regression tests that check for recurring problems to support model selection and system improvements.
中文简介正在准备中。当前显示英语简介。
Design a process for AI agents to learn from execution records. Evaluate outcomes, actions, and quality, choose whether to update knowledge, instructions, code, or model parameters, and define independent validation, release checks, and rollback procedures.
中文简介正在准备中。当前显示英语简介。
Design a running status summary that keeps an agent aware of tasks, tool call counts, time, errors, and its environment. The skill covers updating that summary and balancing cache reuse against the buildup of outdated information.
中文简介正在准备中。当前显示英语简介。
Review and rewrite Chinese product announcements, articles, emails, and README text using eleven style checks. Identify repetitive phrasing, overloaded sentences, vague openings, and decorative language, then revise them into clearer statements suited to each type of writing.
中文简介正在准备中。当前显示英语简介。
Design agents that respond to incoming emails, external notifications, and timers. Plan how they handle interruptions, prioritize new requests, track concurrent tasks, and deliver results while longer operations continue in the background.
中文简介正在准备中。当前显示英语简介。
Turn agent failure records into training examples by locating the first incorrect decision and pairing preferred actions with rejected ones. Assess whether training is appropriate, then check both targeted improvements and preservation of correct behavior.
中文简介正在准备中。当前显示英语简介。