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codex-ppt-skill 开源项目推荐:AI Agent 驱动的整页图片式 PPT 生成技能

  • 2026-11-08 02:28:51
codex-ppt-skill 开源项目推荐:AI Agent 驱动的整页图片式 PPT 生成技能

项目概览

图1:codex-ppt-skill — 将文本内容转化为整页图片式演示文稿的 AI 技能

codex-ppt-skill 是由开发者 ningzimu 创建的开源项目,定位为面向 Codex 的 PPT 生成技能,同时兼容 Claude Code、OpenClaw、Hermes Agent 等支持 SKILL.md 的 AI Agent 环境。它将文章、报告、论文、课程笔记等文本材料转化为”整页图片式”演示文稿:先规划大纲和视觉风格,再生成每页幻灯片图片,最后用本地脚本组装为 .pptx 文件。项目采用 MIT 协议开源,GitHub 已积累约 6,510 Stars。

核心功能

阶段化生成流程。 不是一次性生成完整 PPT,而是分阶段推进:先确认 outline.md 大纲、页数和每页要点,再选择视觉风格和生图后端,生成样张供用户确认,最后进入整套生成。这一设计降低了长内容生成时的返工和偏航风险。

图2:从输入材料、规划阶段到多 Agent 并行组装的三阶段管线

12 种内置风格与自定义复刻。 内置清爽专业、科研答辩、党政红、教学课件、电子墨水杂志、手绘技术解释、仪表盘、麦肯锡等 12 种 PPT 风格参考。支持上传喜欢的图片、PDF 或 PPT/PPTX,让 Agent 分析配色、版式、字体和视觉元素后按该风格生成新 PPT。满意后可保存到个人风格库(~/.codex-ppt-skill/references/),更新 skill 不会丢失。

图3:6 种内置风格预览——清爽专业、科研答辩、手绘技术、数据仪表盘、党政红、麦肯锡

多 Agent 并发生成与自检。 样张确认后,支持一个子 Agent 负责一页幻灯片,并对文字清晰度、风格一致性和内容完整性做自检,发现问题及时返修。同时支持指定图片插入——要求某一页必须放入论文原图、实验结果图或架构图,页面围绕这些图片适配主题和版式。

技术实现

codex-ppt-skill 以 SKILL.md 为核心架构,支持多种生图后端:Codex 内置生图和编辑图能力(推荐)、gpt-image-2.5-flare、OpenAI 兼容接口、AtlasCloud,以及自定义 base URL 和模型名配置。每个 PPT 生成一个独立项目目录,包含 origin_image/(最终幻灯片图片)、outline.md(确认的大纲)、speech.md(演讲稿,自动写入 PPT 每页备注)和最终 .pptx 文件。输入材料支持文章、报告、论文、课程笔记、Markdown、大纲、PDF、Word 等多种格式。

快速部署

npx-y skills@latest add ningzimu/codex-ppt-skill --skill codex-ppt --agent codex --global

安装完成后重启 Codex 让 skill 生效。也可通过 ClawHub 安装:openclaw skills install codex-ppt,或从 GitHub Releases 下载 zip 包手动放置到 ~/.codex/skills/codex-ppt。

仓库信息

·GitHub 地址:

https://github.com/ningzimu/codex-ppt-skill

·授权协议:MIT

·主要语言:Python

·Stars:约 6,510

·官网:

https://ppt-skill.ningzimu.vip

适用场景与定位

codex-ppt-skill 面向三类用户:需要将技术文章或论文快速转为分享 PPT 的研究者和开发者、希望将课程笔记转化为课件的教师和培训师、以及需要制作商业汇报、产品介绍、调研总结等强视觉统一性演示文稿的职场人士。

与 Gamma、Beautiful.ai 等在线 PPT 生成工具不同,codex-ppt-skill 的核心差异在于整页图片式输出——每页幻灯片是一张由 AI 生成的完整 16:9 图片,而非传统 PPT 的文本框+形状组合。这种输出方式保证了极强的视觉统一性和设计感,适合对外展示和技术分享场景。对已有 Codex 或 Claude Code 工作流的用户,它是补齐 PPT 生成环节的直接选择。

基本 文件 流程 错误 SQL 调试
  1. 请求信息 : 2026-11-09 00:37:23 HTTP/1.1 GET : http://h.sjds.net/a/568754.html
  2. 运行时间 : 0.080973s [ 吞吐率:12.35req/s ] 内存消耗:4,189.47kb 文件加载:140
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=27d33f3c73b8c1c8a88621d0b288ce6a
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  1. CONNECT:[ UseTime:0.000507s ] mysql:host=172.18.0.4;port=3306;dbname=h_sjds;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000681s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000359s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000346s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000703s ]
  6. SELECT * FROM `set` [ RunTime:0.000327s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000741s ]
  8. SELECT * FROM `article` WHERE `id` = 568754 LIMIT 1 [ RunTime:0.000411s ]
  9. UPDATE `article` SET `lasttime` = 1794155843 WHERE `id` = 568754 [ RunTime:0.001158s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000313s ]
  11. SELECT * FROM `article` WHERE `id` < 568754 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000482s ]
  12. SELECT * FROM `article` WHERE `id` > 568754 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000407s ]
  13. SELECT * FROM `article` WHERE `id` < 568754 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000638s ]
  14. SELECT * FROM `article` WHERE `id` < 568754 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000707s ]
  15. SELECT * FROM `article` WHERE `id` < 568754 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000635s ]
0.094392s