Academic Social Publisher
Transform academic papers into engaging social media content for ResearchGate, LinkedIn, and WeChat. Optionally generate a video.
Input
Provide or forward the paper with:
- - Title
- Authors
- Abstract / key points
- Publication venue / conference
- Link to paper
- (Optional) Specific angle or highlight to emphasize
Output Platforms
1. ResearchGate Post
- - Tone: Academic, formal
- Length: 300-500 words
- Content: Full abstract highlight + methodology punchline + link
- Includes: Hashtags (#FormationControl #EventTriggered #MultiAgentSystems etc.)
2. LinkedIn Post
- - Tone: Professional but conversational, storytelling-driven
- Length: 150-300 words (shorter for feed algorithm)
- Content: Hook opener → key contribution → why it matters → CTA (read paper / connect)
- Format: Short paragraphs, emoji sparingly, line breaks for readability
3. WeChat Article (公众号风格)
- - Tone: Chinese, semi-formal, accessible to educated non-specialists
- Length: 800-1500 characters
- Content: 标题 (catchy) → 背景 → 核心贡献 → 亮点解读 → 结语
- Style: Use "我们" for warmth, include 2-3 emoji, technical terms with brief explanations
4. Video Introduction Script (Optional — always generated, video production depends on config)
- - Length: 60-90 seconds narration (~150-200 words)
- Structure:
- Opening hook (1 sentence, intriguing question or surprising fact)
- What this paper is about (1-2 sentences)
- Why it matters (1 sentence)
- Key contribution (1-2 sentences)
- Closing CTA
- Scene/slideshow suggestions for visuals
- - Output: Always produces a complete narration script
Video Production (Optional — requires config)
Video generation is opt-in and requires setup. Without an API key, the skill still produces the full script for manual use.
Option A: Full AI Video Pipeline (requires API key)
Requires one of:
- - HeyGen — text-to-video with avatar, best for presenter-style research talk
- Runway / Pika / Kling — AI video clips from text/image prompts
- ElevenLabs — already configured for TTS voice
Pipeline:
- 1. Generate narration audio via ElevenLabs (or configured TTS)
- Generate slide/image assets via image generation
- Compose video via ffmpeg
- (Optional) Enhance with HeyGen/Runway API
Option B: Script-Only Mode (no API key needed)
Even without video API keys, always:
- - ✅ Generate full video narration script with scene directions
- ✅ Suggest slide content and visual layout
- ✅ Provide timing cues
User can take the script and produce the video manually or with their own tools.
Workflow
- 1. Parse paper info (title, authors, abstract, venue)
- Identify 3 key talking points
- Draft ResearchGate version
- Adapt to LinkedIn voice
- Adapt to WeChat Chinese style
- Generate video narration script (always)
- If video API configured: produce audio/video
- Output all versions clearly separated
Configuration
To enable video generation, add to your skill config or environment:
CODEBLOCK0
If video.enabled: false or no API key, skip video production and deliver script only.
Platform Best Practices
See references/platform-guides.md for detailed character limits, hashtag strategies, and posting tips per platform.
学术社交内容发布器
将学术论文转化为适合ResearchGate、LinkedIn和微信的社交媒体内容。可选生成视频。
输入
提供或转发论文,包含:
- - 标题
- 作者
- 摘要/关键点
- 发表期刊/会议
- 论文链接
- (可选)需要强调的特定角度或亮点
输出平台
1. ResearchGate帖子
- - 语气: 学术、正式
- 长度: 300-500词
- 内容: 完整摘要亮点 + 方法论要点 + 链接
- 包含: 话题标签(#编队控制 #事件触发 #多智能体系统 等)
2. LinkedIn帖子
- - 语气: 专业但口语化,以故事驱动
- 长度: 150-300词(为信息流算法考虑更短)
- 内容: 引人入胜的开头 → 核心贡献 → 为何重要 → 行动号召(阅读论文/建立联系)
- 格式: 短段落,适度使用表情符号,换行提升可读性
3. 微信公众号文章
- - 语气: 中文,半正式,面向受过教育的非专业人士
- 长度: 800-1500字
- 内容: 标题(吸引眼球)→ 背景 → 核心贡献 → 亮点解读 → 结语
- 风格: 使用我们增加亲切感,包含2-3个表情符号,专业术语附带简要解释
4. 视频介绍脚本(可选——始终生成,视频制作取决于配置)
- - 长度: 60-90秒旁白(约150-200词)
- 结构:
- 开场钩子(1句话,引人深思的问题或惊人事实)
- 论文内容概述(1-2句话)
- 为何重要(1句话)
- 核心贡献(1-2句话)
- 结尾行动号召
- 场景/幻灯片视觉建议
视频制作(可选——需要配置)
视频生成是选择性功能,需要额外设置。没有API密钥时,该技能仍会生成完整脚本供手动使用。
方案A:全AI视频流程(需要API密钥)
需要以下之一:
- - HeyGen — 文本转视频带虚拟形象,最适合演讲式研究介绍
- Runway / Pika / Kling — 从文本/图像提示生成AI视频片段
- ElevenLabs — 已配置用于文本转语音
流程:
- 1. 通过ElevenLabs(或已配置的TTS)生成旁白音频
- 通过图像生成制作幻灯片/图片素材
- 通过ffmpeg合成视频
- (可选)通过HeyGen/Runway API增强效果
方案B:仅脚本模式(无需API密钥)
即使没有视频API密钥,始终:
- - ✅ 生成包含场景指导的完整视频旁白脚本
- ✅ 建议幻灯片内容和视觉布局
- ✅ 提供时间提示
用户可获取脚本后手动或使用自有工具制作视频。
工作流程
- 1. 解析论文信息(标题、作者、摘要、发表平台)
- 确定3个关键讨论点
- 起草ResearchGate版本
- 适配LinkedIn语气
- 适配微信公众号中文风格
- 生成视频旁白脚本(始终执行)
- 如果配置了视频API:生成音频/视频
- 清晰分隔输出所有版本
配置
要启用视频生成,请添加到技能配置或环境变量中:
yaml
示例:仅TTS(已有sag/ElevenLabs)
video:
enabled: true
tts: elevenlabs # 使用现有sag工具
# 将幻灯片生成为图片
示例:完整流程
video:
enabled: true
tts: elevenlabs
video_api: heygen # 或 runway/pika/kling
api
key: YOURKEY
如果video.enabled: false或没有API密钥,则跳过视频制作,仅提供脚本。
平台最佳实践
详见references/platform-guides.md中各平台的字符限制、话题标签策略和发布技巧。