higod.eth⊰🧪

Collecting Alpha and Selecting Project, But the most important is focus on following and tracking.

[Finlay Williams @ItsFinlayW]

Claude recently released skills.

I refined them for Google Ads, and they're free.

What's in the pack:

• negative-keywords: drafts a block list off your search terms report
• search-terms: splits demand you created from demand you only caught
• pmax-auditor: catches PMax nicking ur branded sales & taking the credit
• rsa-generator: writes search ads that don't read like a robot
• shopping-feed: rewrites product titles for clicks & stops the suspensions
• conversion-check: finds the account counting its sales 2 or 3 times over
• account-auditor: reads your whole account from 6 screenshots, ranks the leaks by £

How to use them:

• Drop the skill into Claude
• Paste a screenshot or your search terms export
• Tell it to run
• Verify the top findings live, then fix the biggest leaks first

That's it.

No complex setup.
No API keys.
No code.

Just drag, drop, ask.

These are the exact skills I run on the live ecom accounts I manage.

Comment "SKILLS"

I'll send you the full pack, free.

[Sarvesh Shrivastava @bloggersarvesh]

STOP using Claude for SEO without reading this first.

1: Don’t give Claude vague prompts.

Fix: "Analyze my site, find gaps vs competitors, and give me a plan to get more leads."

2: You don't load your full business context first.

Fix: Paste your services, locations, keywords, competitors, and ideal customers before anything else.

3: You treat Claude like a chatbot not a strategist.

Fix: Ask "What's blocking our organic growth right now?" not "Improve my SEO."

4: You skip competitor gap analysis.

Fix: "Compare my website with my top 3 competitors. Show me what they rank for that I don't."

5: You cluster keywords by volume not intent.

Fix: Group by informational, commercial, and transactional. Intent drives conversions.

6: You ignore AI search optimization.

Fix: "Why would AI recommend this business over competitors? What should I clarify or add?"

The businesses that do this setup properly are outranking competitors who have been established for years.

The ones that skip it are still getting generic advice and wondering why nothing is moving.

Most people will read this and do nothing.

The ones who set this up today will look back in 90 days and not believe what changed.

Full prompt system in the article below.

Don't bookmark it.

Give it to Claude.

Right now.

[A.W.E.S.O.M.-O 4000 @Awesome_O_AI]

Premium SEO and content workflows can now be automated using mostly free tools. Full breakdown 👇

1) Content Planning

Step 1: Define your niche and target audience in one clear line. You’ll use this directly inside your prompt.

Step 2: Generate a plan in ChatGPT or Claude.
Prompt:
“Act as a professional SEO content strategist. Generate a 30-day content calendar for the [niche] industry, targeting [audience]. For each day include: topic title, primary keyword, search intent (informational/transactional/navigational), and estimated search volume tier (high/medium/low). Format as a table so I can paste it directly into Google Sheets.”
Step 3: Paste the output into Google Sheets and add a Status column (Draft / Published / Needs Update). This makes the whole process much easier to track.
Advanced tip: Don’t stop at a 30-day calendar. Build topic clusters. Under one pillar topic, create 8–10 related subtopics. This helps build topical authority, which improves visibility in both Google Search and AI search experiences.

2) Free Keyword Research

Step 1: Add and verify your site in Google Search Console at https://t.co/Ev4j4LSNhy.

Step 2: Go to the Performance report and open the Queries tab.

Step 3: Identify keywords with high impressions but low clicks. These are your biggest opportunities: people are seeing your pages, but not clicking.

Step 4: Paste those keywords into ChatGPT or Claude and ask why CTR might be low. Is the title weak? Is the search intent mismatched? Is the page not compelling enough?

Advanced tip: Once a month, export your Search Console data and let AI analyze trends. It can quickly show which topic clusters are growing and which ones are losing momentum.

3) Outlines, FAQs, and Headlines

Step 1: Run a separate prompt for each topic. Don’t batch everything together.

Prompt:
“Act as an SEO content editor. For the topic [Topic], generate: an SEO-optimized H1-H4 outline, 5 FAQ questions with short answers based on real search intent, and 3 catchy title options under 60 characters. Keep the structure ready to paste into a CMS.”

Step 2: Review the outline before sending it to a writer. Remove any sections that feel irrelevant or bloated.

Advanced tip: Add an “AI Overview Target” section to the outline — a 40–60 word paragraph that directly answers the core question. This is the kind of concise answer AI Overviews, ChatGPT, and similar tools are more likely to surface.

4) Research Verification

Step 1: Before publishing any fact or stat, ask the question in Perplexity.
Step 2: Open the sources it cites and verify the original report or dataset yourself. Never rely on Perplexity alone.

Step 3: Store verified facts in a separate Sources sheet so you can reuse them later.

5) Internal Linking

Step 1: Connect your site to a tool like Outranking or Link Whisper.

Step 2: These tools will map entities and topics, then suggest which pages should link to which.

Step 3: Review the suggestions manually. Not every recommendation will be relevant.

Advanced tip: Tools like Link Whisper have an annual cost (around $97/year, depending on site count), so if you’re running a smaller site, you can absolutely manage internal linking manually with a spreadsheet and a simple entity map.

6) Schema + Meta Descriptions

Step 1: Once the article is complete, copy the full blog post.

Prompt:
“Act as a technical SEO specialist. Generate valid JSON-LD FAQ schema and an SEO meta description (under 155 characters) for this blog post: [Paste blog content here]. Keep the tone matching the article and make sure the schema is Google Rich Results eligible.”

Step 2: Paste the generated schema into Google’s Rich Results Test tool to validate it and catch any errors.

Step 3: Add the meta description to your CMS.

7) Visuals

Step 1: Paste a section of your blog into Napkin AI — for example, a comparison table or process explanation.

Step 2: Generate an infographic, then add descriptive alt text. This can help you capture additional image search traffic as well.

8) Workflow Automation

Step 1: Sign up for AirOps’ free solo plan.

Step 2: Start with a simple pipeline, such as generating meta descriptions in bulk from a spreadsheet of URLs.
Step 3: Once that works, expand into more advanced workflows like keyword clustering or content gap analysis.

Step 4: Use Zapier or Make to connect the process end-to-end:
New idea → Auto content brief → Writer assignment → Auto upload

That said, I’d still keep the final publishing step manual.

The Most Advanced Layer: GEO + AI Visibility

In 2026, SEO is no longer just about ranking in Google. It’s also about whether your brand appears inside answers from ChatGPT, Perplexity, Claude, and Gemini. That’s where Generative Engine Optimization (GEO) comes in.

Step 1: Use tools like Indexly or Sight AI to track whether your brand is showing up in AI-generated answers across ChatGPT, Claude, Perplexity, and Gemini.

Step 2: As soon as a new page goes live, submit it through the IndexNow protocol so search engines are notified immediately. That helps pages get discovered and indexed faster instead of waiting for the next crawl cycle.

Step 3: Add at least one direct, quotable answer line in every article. AI models tend to favor clear, concise, citation-friendly answers.

I’m out of breath just writing this list 😅 but once you set up the system properly, the hard part is done. After that, it becomes a repeatable machine.

One important note: most of the advanced tools mentioned here like Indexly, Sight AI, or higher-tier AirOps plans do come with monthly costs (usually somewhere between $99–$299/month). Their free tiers are enough for learning and basic workflows, but not for serious scale.

So if you’re running a small site or just getting started, begin with the free stack, learn the workflow, and only move to paid tools when scaling actually makes sense.

Save this post and share it , then follow the system step by step.

[Tim Research GEO @tim_geo_seo]

I've been open-sourcing more of the internal workflows we use for SEO & GEO.

Hope these GitHub projects are useful 👇

🔍 SEO/GEO Audit
https://t.co/To2zuaQXDE
Turn any website into a complete SEO + GEO audit, covering technical issues, content gaps, trust signals, AI visibility, and off-site mentions.

🎯 Topic & Prompt Generator
https://t.co/zCRFUuu6py

Analyze a real website and generate business-specific topic clusters and high-intent prompts.

✍️ SEO/GEO Content Engine
https://t.co/H0hGqqhOlW
Generate SEO & GEO content from keywords or briefs with a complete research-to-publishing workflow.

📝 GEO Content Writer
https://t.co/FKHiPfXXOT

Turn Dageno fanout opportunities into editorial briefs, drafts, and review workflows.

📈 Organic Content Intelligence
https://t.co/orVczj7u1F
Connect GSC, GA4, crawl, intent, and AI signals to discover why organic traffic isn't converting.

🏗️ GEO Site Architecture Audit
https://t.co/YoaNZOqqBk

Audit your site structure and identify missing AI-answerable pages and internal linking opportunities.

📊 Brand AI Performance Check
https://t.co/YSWWgDtm3j
Generate client-ready AI visibility reports using Dageno API or your own data.

⚡ n8n Nodes for Dageno
https://t.co/1wf1BEm6oS

Bring Dageno into your n8n workflows for GEO analysis, keywords, topics, prompts, and citations.

📖 Dageno MCP Growth Playbook
https://t.co/lbvY3xuRuG
Practical guides for building SEO/GEO workflows with the Dageno API & MCP.

🆕 Internal Linking Audit
https://t.co/s6Egv1FdAr

Audit a brand website's internal links, verify destination URLs, distinguish navigation/footer links from contextual links, and generate an actionable internal linking plan.

More open-source tools are coming soon. Feedback and PRs are always welcome!

[Sarvesh Shrivastava @bloggersarvesh]

https://t.co/pBGC1iYFe8

[Udemezue John ☀️ @_udemezue]

10 Tools for Effective SEO Keyword Research (Free & Paid)

If you want people to find your website on Google, you need to know exactly what words they are typing into the search bar.

This is called keyword research, and using the right tools makes it a whole lot easier.

Today, we are looking at ten great options that can help you find the best keywords, whether you have a budget or want to start for free.

For free options, Google Keyword Planner and Google Trends are amazing places to start because the data comes straight from Google itself.

AnswerThePublic is another fantastic free tool that shows you the exact questions people are asking online.

If you want a quick and easy browser extension, Keywords Everywhere and Ubersuggest offer free versions that give you helpful keyword ideas while you browse.

If you are ready to invest some money into your website growth, paid tools offer much deeper insights. Semrush and Ahrefs are the top choices for professionals because they show you exactly what keywords your competitors are using to beat you.

Moz Pro and KWFinder are also excellent paid options that are very user-friendly and help you find keywords that are easy to rank for.

Finally, SpyFu is a brilliant paid tool specifically designed to help you see your competitors' secret keyword strategies.

Which of these tools have you tried before, or which one are you excited to test out first?

If you have any questions about how to start your keyword research, drop them below and let's chat about it!

If you want people to find your website on Google, you need to know exactly what words they are typing into the search bar.

This is called keyword research, and using the right tools makes it a whole lot easier.

Today, we are looking at ten great options that can help you find the best keywords, whether you have a budget or want to start for free.

For free options, Google Keyword Planner and Google Trends are amazing places to start because the data comes straight from Google itself.

AnswerThePublic is another fantastic free tool that shows you the exact questions people are asking online.

If you want a quick and easy browser extension, Keywords Everywhere and Ubersuggest offer free versions that give you helpful keyword ideas while you browse.

If you are ready to invest some money into your website growth, paid tools offer much deeper insights.

Semrush and Ahrefs are the top choices for professionals because they show you exactly what keywords your competitors are using to beat you.

Moz Pro and KWFinder are also excellent paid options that are very user-friendly and help you find keywords that are easy to rank for.

Finally, SpyFu is a brilliant paid tool specifically designed to help you see your competitors' secret keyword strategies.

Which of these tools have you tried before, or which one are you excited to test out first?

If you have any questions about how to start your keyword research, drop them below and let's chat about it!

[Jason Zhu @GoSailGlobal]

https://t.co/3FvmdsHyVi

[deno @denohawari]

📂 SEO
┃
┣ 📁 Keyword Research
┃ ┣ 📁 Search Intent
┃ ┣ 📁 Long-Tail Keywords
┃ ┣ 📁 Competitor Gaps
┃ ┣ 📁 Search Volume
┃ ┗ 📁 Buyer Keywords
┃
┣ 📁 On-Page
┃ ┣ 📁 Title Tags
┃ ┣ 📁 Headings
┃ ┣ 📁 Internal Links
┃ ┣ 📁 URL Structure
┃ ┣ 📁 Schema Markup
┃ ┗ 📁 Answer-First Content
┃
┣ 📁 Technical
┃ ┣ 📁 Crawl Budget
┃ ┣ 📁 Indexation
┃ ┣ 📁 Site Speed
┃ ┣ 📁 Core Web Vitals
┃ ┣ 📁 Sitemaps
┃ ┗ 📁 Mobile
┃
┣ 📁 Content
┃ ┣ 📁 Topical Authority
┃ ┣ 📁 Content Clusters
┃ ┣ 📁 Comparison Pages
┃ ┣ 📁 Alternative Pages
┃ ┣ 📁 Free Tools
┃ ┗ 📁 Content Refreshes
┃
┣ 📁 Programmatic
┃ ┣ 📁 Page Templates
┃ ┣ 📁 Data Sources
┃ ┣ 📁 Long-Tail Coverage
┃ ┣ 📁 Quality Gates
┃ ┗ 📁 Index Management
┃
┣ 📁 Off-Page
┃ ┣ 📁 Backlinks
┃ ┣ 📁 Digital PR
┃ ┣ 📁 Brand Mentions
┃ ┣ 📁 Guest Posts
┃ ┗ 📁 Reddit + Quora
┃
┣ 📁 LLM SEO
┃ ┣ 📁 Entity Signals
┃ ┣ 📁 Citation Sources
┃ ┣ 📁 Quotable Content
┃ ┣ 📁 AI Overviews
┃ ┗ 📁 ChatGPT + Perplexity
┃
┣ 📁 Local
┃ ┣ 📁 Google Business Profile
┃ ┣ 📁 Reviews
┃ ┣ 📁 Local Pack
┃ ┗ 📁 Location Pages
┃
┣ 📁 Analytics
┃ ┣ 📁 Search Console
┃ ┣ 📁 Rank Tracking
┃ ┣ 📁 Click Data
┃ ┣ 📁 Conversions
┃ ┗ 📁 Attribution
┃
┗ 📁 Strategy
┣ 📁 Competitive Displacement
┣ 📁 Non-Branded Growth
┣ 📁 Topical Maps
┣ 📁 Content Roadmap
┗ 📁 Compounding Systems

[黄赟 @huangyun_122]

https://t.co/Wn2xRfhMXE

[Aron厚玉 @aronhouyu]

靓仔靓女们都忘了我是个跨境电商博主了吧？

🤡 ai都更新麻了

主做独立站，也就是shopify和wordpress

都是通过社媒，也就是youtube，tk，ins等平台拉流量进来转化

辅助ads ，这些属于安身立命的本钱了

所以，如果想做好一个独立站，有几个技能是必备的

1.独立建站+优化

不会建站的基本功还玩个屁，代建站就是傻逼伪命题

2. 广告投放

tk，fb，gg，gptads，现在都略懂

3.素材制作

毕竟网站，投放，社媒都需要素材

这部分图片\视频都需要，万幸都ai，现在门槛极低，不难

4.数据分析

所有用户行为，都会化为数据

访客，流量，转化，加购，复购，客诉等等
，会分析数据依然是个大基本功

5. 工具链

大家对独立站的恐惧就在于，工具链都是独立的，网站冷启动没流量，不如平台电商那么好入门，所以掌握必要的工具链是非常有必要的

我的经验：

建站只是一小部分，重要的都是如何获得流量，也就是你的社媒如何运营

所以自己通过社媒运营的实践，才会知道更多的流量变现，以及社媒运营的方式

[Jason Zhu @GoSailGlobal]

SEO其实是一个水系系统

水系里，现在该把大头力气放在“最不 AI 的进水口”，而不是最 AI 的撑子页：

1. 进水(最缺,最该投真人)：锁 3–5 个真权威源，比如行业媒体、Product Hunt / G2 类目录、真实社区讨论、HARO 类专家引用
- AI 选目标 + 起草，你真人发

2. 分层 + 流动(AI 全自动)：把审计页 / best/页 / 目录做成 hub→cluster→子页 的内链拓扑，让权重从"拿到外链的页"流到"要冲排名的页"，因为缺内链的孤儿页 = 断掉的水管

3. 子页面(AI 做,但卡阈值)：只对 GSC 里已有曝光、pos 在 8–20 的词建子页(临门一脚)；不对 pos 50+ 的词批量造页，那是权威问题，造页无效还稀释质量

4. 迭代(AI 全自动)：GSC 周对比 → 抓 pos 8–20 机会词 + 抓孤儿页

如果把 AI 火力浪费在"撑子页"这种最省事的活上，那是用错了AI

你应该先接通最难、最不 AI 的进水口，子页才有水可流。

[Yanhua @yanhua1010]

https://t.co/HclIjm2pEC

[断浪 @waveking1314]

别再花大价钱买那些爬虫工具交智商税了。

GitHub 上这个开源项目真有点狠：

MediaCrawler

5.4 万+ Star，免费开源，本地就能跑。

它可以采集小红书、抖音、B站、微博、快手、知乎、贴吧这些平台的公开内容数据。

做内容矩阵、热点挖掘、竞品分析、账号研究的人，应该都知道这意味着什么。

它最有用的几个点：

多平台覆盖
爆款笔记、对标账号、评论区内容、平台热点，都能拿来做分析。
本地部署
不用再依赖一堆收费后台，自己跑，自己存，自己分析。

支持断点续爬
任务中断也不用从头再来，适合长期跑数据。
能接 AI 工作流
数据拿下来之后，可以丢给 Claude、Cursor、Agent 做选题分析、评论分析、账号拆解。

这东西真正适合用来做：
热点挖掘
竞品分析
内容选题
账号研究
副业项目调研

但别乱搞。
公开数据研究可以，别碰隐私数据，别做垃圾骚扰，别违反平台规则。

工具是提效，不是让你越线。

GitHub：
https://t.co/V7biYJCLq7

[Jason Zhu @GoSailGlobal]

SEO水系·系统建设全景v3

十个构件

施工正确顺序:
1️⃣ 架构(③)先于一切:管道先铺,别等 10 万页再动 URL 结构。
2️⃣进水口(①)从第 1 天持续做,永远是主线,不是"内容做完再说"。
3️⃣撑子页冷启动 = 先播种后修剪:没数据时按品类广度播少量 hub+子页,3-4 周 GSC 出曝光后,再按阈值扩产/砍掉。
4️⃣水位表第 1 天就记:基线比绝对值重要。

判断清单(接手任何站先问)
1️⃣ 进水口开了吗? 有几条真实高权威 dofollow 外链?没有 = 先开源头,别急着建页。
2️⃣ AI 爬虫进得来吗? robots.txt 别挡 GPTBot/ClaudeBot/PerplexityBot —— 挡了等于焊死 GEO 进水口;llms.txt / skill.md 给 agent 专用读法。
3️⃣ 名字和域名自带信任吗? 类目描述词当品牌名 + 低信任后缀(.top/.xyz)= 品牌词难排的两刀。新站避开;老站靠权重线(数据集/论文/PR)补。
4️⃣ 有孤儿页吗? 抓代表页数内链:只往 home/pricing 导、不连 hub/兄弟页 = 断管,先通管。
5️⃣ 撑子页卡阈值了吗? pos 50+ 的词不建页(权威病,造页无效还稀释);只对 pos 8–20 建。
6️⃣ 建页前查重了吗? 先 grep 现有 slug + 看真实 PV 热门页 —— 两页抢同一批词 = 自相竞争(GSC 看不出来,要交叉流量数据)。
7️⃣ 排水做了吗? 低质页 noindex 了没?Search Console 看已收录/已提交比 —— 比例低 = 管道堵了,先清淤再灌水。
8️⃣ 转化能看见吗? 埋了事件没?看不见转化 = 只能盲目堆流量。
9️⃣ 迭代接决策了吗? digest 出来后,有没有每周"挑 1 实验 → 改 1 处 → 复测"的仪式?

最容易犯的错
新手和 AI 都爱从「撑子页」开工,因为最省事、最有成就感。 但那是用错力气，撑子页只是"接水的田",不是水。

先把最难的进水口接通,子页才有水可流。

[黄小木 @ai_xiaomu]

https://t.co/hoYijLzfus

[歸藏(guizang.ai) @op7418]

Claude 官方写了一篇关于 Loop Engineer 的入门文章。

其实现在我们所说的 Loop Engineer，所有的底层逻辑在提出这个概念以前就已经具备了，甚至这些工作流程也是大家一直在用的，只是被套上了一个新的概念。

在这篇文章中，他们把 Loop 分成了四种类型：

回合制循环（Single-turn Loop）

这是最基本的 Claude Code 工作方式。你发出的每一个提示词（Prompt）都是一个循环，在这个循环中你不需要额外干预。Claude Code 完成这个循环后会给你输出，它的具体步骤是：收集上下文、采取行动、检查工作、重复，直到它认为你的提示词任务已经完成，或者觉得需要你介入时才会停止。

基于目标的循环（Goal-oriented Loop）

也就是 GOAL 模式（如 Codex、Claude Code 等工具都支持该模式）。有时候单回合不足以完成复杂任务，系统就会进行多次迭代，直到达成那个更大的目标。

基于时间的循环（Time-based Loop）

也就是 Claude Code 中的 loop 命令。你可以设置在指定的时间间隔自动触发某一个提示词，去运行特定任务，比如定期进行 PR 合并等。

主动循环（Active Loop）

你只需要设置一个事件，一旦该事件发生就会自动触发循环，完全不需要人工干预。例如，一旦 GitHub 上有了新的 Issue 或 PR，AI 就会自动进行审核和记录。

此外，官方还针对 Loop 给出了一些优化建议：

循环的质量取决于系统：你需要保证代码库本身的质量，比如完善的文档、严格的代码审查以及保持代码库的简洁等。

管理你的 Token 消耗：像 GOAL 这种基于目标的模式，对 Token 的消耗是非常巨大的。因此，你需要给循环设置明确的界限，比如什么时候该用大模型、什么时候该用小模型，以及明确的启动和结束条件。否则，一旦系统自己无限制地跑下去，不仅容易跑偏，还会消耗大量的 Token。

这些循环模式，本质上都是由我们现在 Agent 常见的各种能力组合而成的，比如前面提到的 GOAL 模式、Loop 模式，以及常见的 Skills 和 Hooks 等。

[Corey Haines @coreyhainesco]

Marketing Skills for Claude Code v1.2.0 is here.

4 new skills:
→ /ai-seo — get your content cited by AI search engines (Google AI Overviews, ChatGPT, Perplexity, Claude)
→ /churn-prevention — cancel flows, save offers, dunning sequences, health scoring
→ /ad-creative — bulk ad creative generation across Google, Meta, LinkedIn, and X
→ /cold-email — cold outreach sequences that actually get replies

51 CLI tools for direct API access to your entire marketing stack. Ahrefs, Semrush, Stripe, GA4, Mailchimp, PostHog, Meta Ads, Google Ads, and 43 more. Every CLI has --dry-run built in.

29 skills. 51 CLI tools. 31 integration guides. All free and open source.

npx skills add coreyhaines31/marketingskills

[饼干哥哥AGI（2.0） @bggg_ai]

除了这 10 个 SEO 工具，还有推荐吗？

1. Google Search Console
2. Google Keyword Planner
3. Google Trends
4. Google Analytics
5. Ahrefs
6. SEMrush
7. Surfer SEO
8. MozBar
9. Screaming Frog
10. SEO Wins Database

[Soran @Soranlan]

如果你最近也想入门 Claude Code，
下面这份资源合集我觉得很值得收藏，也欢迎大家来讨论使用心得，一起学习。

1、中文最全教程（推荐先看）
从安装到实战项目都讲了
https://t.co/xO5tvV9dgL

2、5分钟搞懂 Claude Code 到底怎么工作的
https://t.co/dSU2N4dbUS

3、常用命令 & 交互技巧
很多人不会用，其实是不会“提需求”
https://t.co/dSU2N4dbUS

4、Claude Skills 技能库
直接给 Claude Code 上职业技能
https://t.co/Ei1Pzq1YNT

5、各种高效玩法合集
https://t.co/8sD892FYRN

6、顶级资源库（非常强）
里面有大量自动化工作流和高级玩法
https://t.co/wSntGcGUmx

7、实用 Skills 仓库
https://t.co/zkOn0d9oig

8、中文版实战教程
https://t.co/t1YuDyVIIh

9、常见问题 & 故障排除
https://t.co/dC6QyENbZJ

[开发者Hailey @IndieDevHailey]

全球首个开源 Agentic 视频生产系统！一句话让 AI 帮你拍大片，成本低至几毛钱！

开源开发者 calesthio 打造的 OpenMontage，是全球首个开源 Agentic 视频生产系统，能把 Claude / Cursor / Copilot 直接变成你的完整 AI 视频工作室。

GitHub 已获超 16k Star，目前 Trending 第一。

一句话描述，它就能自动跑通端到端全流程：研究、脚本、真实素材剪辑、生成、配音、字幕、合成。

亮点：
- 12 大 Pipeline：电影预告片、Ghibli/Pixar 动画、产品广告、纪录片蒙太奇、讲解视频等，几乎覆盖所有视频类型
- 52 个工具 + 500+ Agent 技能：CLIP 智能剪辑真实视频、Remotion 电影级合成、智能预算控制、自审机制
- 极致低成本：
- Ghibli 糖果冒险动画：$0.15
- Pixar 香蕉短片：$1.33
- 产品广告：$0.69
- 参考视频一键重制：直接丢 YouTube / TikTok 链接，AI 自动分析结构节奏，输出多个原创版本 + 成本预估
- 顶级模型全支持：Kling、Runway、Veo、FLUX、ElevenLabs、Suno 等，也可纯本地零 API 免费生成

100% 免费开源，隐私安全，生产级自审 + 预算封顶，绝不浪费一分钱。