Architecture Overview
This agent runs on Manus Agents (also known as Openclaw).
⚠️ I need to be blunt here. There is currently ZERO DIFFERENCE between OpenClaw and Manus Agents. They just slapped a name on it. OpenClaw is an open source project, so anyone can technically do this. When you use Manus Agents, you should know you are actually using OpenClaw. However, thanks to Manus, you don't have to worry about complicated installs or all the security issues with OpenClaw installs. Thanks Manus!
If you’re not familiar, Manus is an AI agent platform that can browse the web, read content, execute tasks, and deliver outputs to connected apps like Notion, Google Docs, or email. It’s one of the most capable agentic platforms available for tasks that require real-time web access.
The flow is straightforward:
Scheduled Trigger (6am daily): Manus kicks off the agent on a daily schedule. You set the time, and it runs automatically. No manual triggering needed.
Content Collection Phase: The agent visits each YouTube channel, checks for new videos in the last 24 hours, pulls full transcripts. It visits each X profile and collects recent posts. It checks each newsletter source for new issues.
Extraction Phase: This is where the magic lives. Instead of summarizing, the agent follows specific extraction instructions that pull out frameworks, step-by-step processes, data points, predictions, and actionable tactics. More on this in Step 2.
Formatting and Delivery: The extracted intelligence gets formatted into a structured brief and delivered as a new Notion page with the date in the title.
Total runtime: 10-20 minutes depending on how much new content was published. You wake up, open Notion, and your brief is waiting.
Step 1: Choosing Your Sources (This Determines 80% of the Value)
Most people get this wrong. They add every creator they’ve ever followed and end up with a 30-page brief full of noise. The daily brief is only as good as your source selection.
Here’s the framework I use:
YouTube Channels (limit to 3-7): Pick creators who teach frameworks and methods, not just share opinions. You want channels where every video contains a process, a system, or a step-by-step approach you could actually implement. If a creator mostly does “reaction” content or news commentary without original insight, skip them.
Newsletters (limit to 2-4): Pick newsletters written by practitioners, not aggregators. You want people who are building things and sharing what they learn, not people who summarize what other people are building. The difference is night and day in output quality.
X/Twitter Influencers (limit to 5-12): This is your rapid-signal layer. Pick people who share specific tactics, prompt techniques, tool recommendations, and strategic insights in their posts. Avoid accounts that mostly share links without commentary or post motivational content.
The litmus test for every source: Ask yourself, “In the last month, has this person shared something I actually used in my business?” If the answer is no, cut them. Ruthlessly. Your brief gets better as your source list gets tighter.
Step 2: The Master Prompt (Where 90% of the Value Lives)
This is the prompt that makes your daily brief actually useful instead of just another AI summary tool. The specific extraction instructions are what separate “here’s what people talked about” from “here’s what you need to know and do.”
Here’s the full template. Replace everything in [brackets] with your specifics:
``` Help me create a daily brief.
Goal: Save hours per week of having to watch key YouTube videos, reading newsletters, and following influencers on X.
YouTubers: - @[Channel 1] - @[Channel 2] - @[Channel 3] - @[Channel 4] - @[Channel 5]
Newsletters: - [Author/Publication 1] ([topic focus]) - [Author/Publication 2] ([topic focus])
X Influencers: - @[handle 1] - @[handle 2] - @[handle 3] - @[handle 4] - @[handle 5] - @[handle 6] - @[handle 7] - @[handle 8] - @[handle 9] - @[handle 10]
Objective: Be my research team that watches every video, reads every post, and digests every newsletter, then distills the actual lessons, frameworks, tactics, and how-to insights so that I walk away smarter in 10 minutes without consuming any of the original content myself. Deliver the brief every day at 6am. Deliver it via my Notion account with a new page for each day titled “Daily Brief [insert date].”
For YouTube videos, instead of “here’s the title and 3 bullet takeaways,” pull the full transcript and extract the actual frameworks, processes, step-by-step methods, and strategic insights taught in the video. The meat, not the label.
For X posts, instead of “so-and-so posted about this topic,” extract the actual insight, tactic, or idea being shared and present it as a standalone piece of wisdom with context.
For newsletters, instead of summarizing the article’s topic, pull out the key arguments, data points, predictions, and actionable recommendations the author is making.
End it with a couple suggestions or challenges for the day. Like things that would push me forward ahead of my peers.Make sure to cite sources of the insights and information with links to the full content in case I want to deep dive. ```
Let me break down why each section of this prompt matters:
The “Objective” paragraph is the most important. Notice it says “distills the actual lessons, frameworks, tactics, and how-to insights.” Not “summarizes.” Not “gives me the key points.” The word choices here directly shape the quality of extraction.
The YouTube instruction specifically says “pull the full transcript and extract.” This is critical. Without this instruction, the agent will watch the video title and description, generate generic bullet points, and call it a day. By telling it to pull the full transcript, you force it to actually consume the content. Then “extract the actual frameworks, processes, step-by-step methods” tells it what to look for in that transcript. The phrase “the meat, not the label” is a guard rail against lazy summarization.
The X instruction says “present it as a standalone piece of wisdom with context.” This means if someone tweets a prompting technique, you don’t just get “they shared a prompting tip.” You get the actual technique, explained in enough context that you can understand and use it without ever opening Twitter.
The newsletter instruction specifies “key arguments, data points, predictions, and actionable recommendations.” Each of those words is doing work. “Arguments” means you get the reasoning, not just the conclusion. “Data points” means you get the numbers. “Predictions” means you get the forward-looking insights. “Actionable recommendations” means you get the “so what” that you can actually use.
The daily challenges at the end are a small touch that makes a big difference. They turn a passive reading experience into an active one. Instead of just consuming information, you’re prompted to do something with it.
The citation requirement means you can always deep dive into anything that catches your attention. The brief is your filter, not your replacement for original thinking.
Step 3: Setting Up Manus Agents
Here’s how to configure this in Manus Agents:
Create a new agent task. Give it a clear name like “Daily Intelligence Brief” or “Morning Market Brief.”
Paste the full prompt from Step 2 with your customized sources.
Connect your Notion workspace. Manus Agents has native Notion integration. You’ll authorize access to a specific workspace or database. I recommend creating a dedicated “Daily Briefs” database in Notion with a date property so you can easily browse your archive.
This could be obsidian, Apple notes, Google drive, where ever you like. It does not have to be Notion. That's just what I use because of their other helpful features like AI meetings, kanban boards, databases, etc.
Set the schedule. Configure the task to run daily at your preferred time. I use 6am so the brief is ready when I wake up. If you’re an early riser, set it to 5am. If you prefer to read at lunch, set it to 11am. The key is consistency.
Test it manually first. Before trusting the schedule, run the task once manually and review the output. Check that the extraction quality meets your standards (more on what to look for in Step 4).
A note on Manus Agents vs. Openclaw: Manus Agents is the rebranded, more polished version of Openclaw (the “famous lobster bot”). Same underlying technology, cleaner interface, more stable. If you’ve used Openclaw before, the transition is seamless. If you haven’t, Manus is the safer, more user-friendly starting point. Yes, I needed to say this twice. Someone will still ask 🤣
Step 4: The Refinement Loop (Your Brief Gets Smarter Over Time)
Your first daily brief will be good. Not great. Good. Here’s how to make it great.
Day 1-3: Check extraction quality. Open a few of the original sources and compare them to what the agent extracted. Are you getting actual frameworks and processes, or are you getting surface-level summaries? If the latter, add more specificity to your extraction instructions. For example, instead of just “extract frameworks,” try “extract frameworks including the specific steps, tools mentioned, and results claimed.”
Day 4-7: Tune your source list. After a week, you’ll notice that some sources consistently produce high-value briefs and others are mostly noise. Cut the noise. Add one or two new sources you’ve been curious about. Your brief should get more valuable every week.
Day 8-14: Customize the output format. Maybe you want the YouTube insights first because those tend to be the deepest. Maybe you want a separate section for “Action Items” pulled from all sources. Maybe you want a “Competitive Intelligence” section that flags anything your competitors are mentioned in. Adjust the prompt to match how you actually use the brief.
Ongoing: Monthly source audit. Every 30 days, review your source list. Remove anyone who hasn’t produced an insight you actually used. Add anyone new who’s been recommended or whose content keeps showing up in your field. The best daily brief is a living system, not a set-it-and-forget-it tool.
Pro tip: After a month of daily briefs, you’ll have an incredible archive in Notion. Use Notion’s search to find past insights on specific topics. “What did [creator] say about Google Ads changes?” becomes a searchable query across your entire brief history. You’re building a personal knowledge base without any extra effort.
Step 5: Customizing For Your Industry
This daily brief framework works for any industry, not just AI and marketing. Here’s what to change:
Area 1: Your Source List. This is obvious, but the framework for selecting sources stays the same. 3-7 YouTube channels that teach frameworks. 2-4 practitioner newsletters. 5-12 X accounts that share specific tactics. Every industry has these. Finance, real estate, SaaS, e-commerce, healthcare. The voices change. The structure doesn’t.
Area 2: Your Extraction Instructions. Different industries need different extraction targets. A real estate investor might want “extract deal structures, market data, cap rate analysis, and specific property criteria mentioned.” A SaaS founder might want “extract growth tactics, pricing strategies, churn reduction methods, and specific metrics shared.” Customize the extraction instructions to match the type of intelligence that actually moves the needle in your business.
Area 3: Your Daily Challenges. Tailor the end-of-brief challenges to your industry. A media buyer might want challenges like “Test one new audience signal today based on [insight].” A content creator might want “Create one piece of content inspired by [framework shared by creator].” Make the challenges specific enough to act on.
Area 4: Your Delivery Method. I use Notion because it creates a searchable archive. But you could deliver to Google Docs, email, Slack, or any other tool Manus can connect to. Pick whatever you’ll actually open every morning. The best brief in the world is worthless if it sits unread.
What Else Can You Build With This Architecture?
The daily brief is just the starting point. The same “monitor, extract, deliver” architecture works for:
- Competitive Intelligence Brief: Monitor your top 5 competitors’ blogs, social accounts, job postings, and press releases. Extract strategic moves, product changes, pricing shifts, and hiring signals. Know what your competitors are doing before their customers do.
- Client Industry Brief: If you serve clients in a specific vertical, build a brief that monitors that industry. Show up to client calls with insights about their market that they haven’t seen yet. This is a trust-building superpower.
- Investment Research Brief: Monitor SEC filings, earnings call transcripts, and financial analyst accounts. Extract key financial metrics, guidance changes, and market signals. (Not financial advice, just intelligence gathering.)
- Talent Scouting Brief: Monitor specific developers, creators, or thought leaders you might want to hire or partner with. Track what they’re working on, what they’re interested in, and what they’re struggling with. When you reach out, you have context.
- Product Development Brief: Monitor customer forums, Reddit threads, G2 reviews, and support communities for your product category. Extract feature requests, complaints, workarounds, and unmet needs. Build what the market is actually asking for.
- Content Ideas Brief: Monitor trending topics, viral posts, and high-engagement content in your space. Extract the angles, hooks, and formats that are performing. Feed this directly into your content calendar.
For each use case, the architecture stays the same. Only the sources and extraction instructions change.
Your Build Checklist
[ ] Define your industry and the type of intelligence that matters most
[ ] Select 3-7 YouTube channels that teach frameworks (not just opinions)
[ ] Select 2-4 practitioner newsletters in your space
[ ] Select 5-12 X/Twitter accounts that share specific tactics
[ ] Customize the master prompt template with your sources and extraction instructions
[ ] Set up your Manus Agents account and connect your Notion workspace
[ ] Create a “Daily Briefs” database in Notion
[ ] Run the agent manually once and review extraction quality
[ ] Set the daily schedule for your preferred time
[ ] Run for 7 days and refine sources based on value produced
[ ] Do a 30-day source audit and tune the system
That’s the full build.
If you want this agent pre-built and ready to deploy without building it yourself, that’s what Build Club is for. Every agent featured in Build Notes is available as a pre-built automation in the Build Club library.
If you want this agent customized for your specific business with your actual industry sources, trained on your market, and delivering to your preferred platform, that’s what Build Partner is for (coming soon).