You Need To Change How You Use Your Claude Code Sessions

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Transcript

00:00:00If you are only using Claude Code for coding, you are missing out on so many other things
00:00:04Claude can do, and way better than you would have thought.
00:00:07The reason people have been shipping insane products with it comes down to how good its
00:00:11agent system and harness are.
00:00:13But even though that harness was designed to work with code, we started fitting it into
00:00:17workflows it was never meant for.
00:00:18And it worked so well not only for us but for everyone else as well, that now Claude Code
00:00:23is being used for almost everything, whether it's code or not.
00:00:26With the right agent skills and markdown setup, Claude Code stops being just a coding tool
00:00:30and starts running your day to day.
00:00:32So in this video, we are going through multiple unexpected ways you can use Claude Code that
00:00:37have nothing to do with coding.
00:00:39If you're someone who finds the idea of a second brain exhausting because you have to maintain
00:00:43everything in dedicated files, which gets hectic, you can just use Claude Code for that.
00:00:47You can set up your second brain on Obsidian, where you can track all your tasks and everything.
00:00:52Obsidian works because of its markdown file based system and lightweight nature, and all
00:00:56the data stays organized in markdown files locally.
00:00:59Obsidian helps because its graph visualization shows which things depend on others, which
00:01:03makes analyzing dependencies easier.
00:01:05To manage it, you can set up a Claude.md file to guide Claude on how to use the setup.
00:01:10The Claude.md is what actually drives the whole system.
00:01:13We previously created a video on how to set up Claude.md for coding projects, but for this
00:01:18kind of project there are no technical instructions, so some of the instructions may not apply,
00:01:23but the other instructions still apply.
00:01:25You need to start with the project description, and all the rules are organized according
00:01:28to priority.
00:01:29First the hard rules, which are non-negotiable, then the medium priority rules, and finally
00:01:33the low priority ones containing key references.
00:01:36Now with this in place instead of manually looking through files, you can just prompt
00:01:40Claude and it will search through the second brain, find the required document, and answer
00:01:44your questions from there.
00:01:46You can also make edits and updates through Claude code while conversing, so anything you
00:01:50are unsure of goes into the second brain only after you've finalized it through discussion
00:01:54with Claude.
00:01:55You can also create videos in Claude code using the Remotion skill, which renders product
00:01:59videos just by prompting the AI agent.
00:02:01For using Remotion inside Claude code, you just have to install it using the npx command.
00:02:06When you install it, you have to select which project you want to install, and then install
00:02:10the skill as well.
00:02:11Once that's done, run the dev server, and the initial template of the version you selected
00:02:15will load.
00:02:16This very skill is actually the one that the marketing team at Anthropic uses in their own
00:02:20product demo videos with immersive animations.
00:02:23Using it is simple.
00:02:24Just open the project in Claude code and give it a prompt describing in detail what you want
00:02:28to build, down to the specifics of the exact cuts and how the sequence should proceed, so
00:02:32you get the video done right.
00:02:34It's going to get the plan confirmed by you, and once you approve the design, it will start
00:02:38implementing it in the video.
00:02:39It also takes a lot of time to create the animation.
00:02:42For example, a 50 second clip can take more than 20 minutes with iterations.
00:02:46The animation built for the product will be tailored exactly to what you described.
00:02:49For simplistic animations with text and SVG visuals, as used in most product videos, Remotion
00:02:55is able to do it on its own pretty well because it's just a sequence of code that is animated.
00:02:59But to make videos even better, you need to give it other assets that it can rely on to
00:03:03enhance the animation.
00:03:04With the right assets, you can produce professional animations quickly.
00:03:08You can build a multi-step research pipeline in Claude code that grounds every claim in
00:03:12a real source instead of hallucinating.
00:03:14If you've tried researching with Claude about something specifically not in its training
00:03:18data, you might have come across Claude hallucinating facts.
00:03:21Then you have to cross validate its claims and only to find out that what it claimed was
00:03:25made up.
00:03:26To avoid this frustration, you can create an automation for research in a systematic manner.
00:03:30With this pipeline, you can ask Claude to research by following a structured workflow and combining
00:03:35research, verification, drafting and all other stages into one proper workflow.
00:03:39The instructions that guide this workflow reside in the Claude.md file which contains how to
00:03:44use each file and how the whole pipeline looks, with all the information needed for Claude
00:03:48to ensure that it utilizes all the files and conducts research accordingly.
00:03:52You can set up these steps each written as its own MD file.
00:03:56Each file represents a step containing the inputs, the expected output, the procedure
00:04:00and the acceptance criteria for that step.
00:04:02The sources and drafts get their own folder which is a place for Claude code to keep the
00:04:06notes it takes and then the final document resides in the final folder.
00:04:10For using it, you can add an instruction in Claude.md to trigger the workflow by your prompt.
00:04:15So upon your prompt for a research task, it starts by going through the files mentioned
00:04:19in Claude.md and follows all the steps one by one.
00:04:22Once Claude has taken the research topic through all the steps one by one, it will use the
00:04:26document skill to combine a final document in both an MD and a PDF which you can share
00:04:31later.
00:04:32The final document will be properly referenced at the end of the report.
00:04:35This makes researching much better because Claude has already gone through the cross-verifying
00:04:39process, making the research more credible.
00:04:41Now if you've ever tried scraping live search data, you know it's a pain.
00:04:45Captures, proxies and breaking layouts make it impossible to scale and that's exactly
00:04:49what SERP API handles for you.
00:04:51It gives you clean, structured search results from Google, YouTube, Bing and more through
00:04:56a simple API call.
00:04:57You send one request and get back a clean JSON object with exactly the data you need.
00:05:01No scraping infrastructure, no maintenance, just real-time data on demand.
00:05:05So if you're building an AI agent that needs live search data or a research tool that pulls
00:05:10peer-reviewed articles from Google Scholar or a news monitoring dashboard or even training
00:05:14machine learning models with classified image data from the web, SERP API just works.
00:05:19It has over 99.9% uptime, responses come back in about 1 second.
00:05:24Thank you to SERP API for sponsoring this video.
00:05:27You can get started with 250 free credits by clicking the link in the description or scanning
00:05:32the QR code on your screen.
00:05:34Now if Claude was able to watch videos it would be much effective because you can ask
00:05:37questions from the video directly.
00:05:39Gemini is capable of watching videos and lets you ask questions about the video.
00:05:43But copying findings from Gemini to Claude code is an overhead because Claude code contains
00:05:48the project's context.
00:05:49Now one option might be getting the transcript of the video and asking Claude questions related
00:05:53to the video but it is a bit troublesome.
00:05:55You can't show the visuals of what was actually shown in the video and it relies only on assumptions
00:06:00which tend to be wrong often.
00:06:01You have to correct it by taking a screenshot so it knows what was being shown in the video
00:06:06at that moment.
00:06:07Now for this exact thing someone came out with a skill called Claude video.
00:06:10It basically gives Claude the ability to watch any videos whether hosted or downloaded.
00:06:14You can install it by running the add Claude marketplace commands.
00:06:18Once the plugin has been added you can search the watch skill and add this for your project.
00:06:22Once you reload the plugins you will be able to use the watch skill.
00:06:25The watch skill will be available for you which contains multiple hooks and all the details
00:06:29needed.
00:06:30You can use the skill in Claude code and pass it the location of the video you want Claude
00:06:33to go through.
00:06:34It could be the file path or the URL of the video.
00:06:37On your first run it will run the setup.
00:06:39It will set up the basic packages needed for it to run and once it has done that you can
00:06:43select whichever API key you want to use.
00:06:46There are multiple options like whisper and other voice models.
00:06:49Amongst them grok is better because it is fast and has a really good free tier and it contains
00:06:53multiple models that you can access with just one API.
00:06:57Once you've pasted in your API key it is ready to be used.
00:07:00It works by running code that extracts the frames from the video and converts them into
00:07:04a sequence then gets the transcript and maps it to the exact frames and gives that to Claude
00:07:08for analysis.
00:07:09Then Claude will be able to summarize all of the findings directly from the video.
00:07:13With the skill it is now able to see the visuals which it couldn't do without the skill and
00:07:18it summarizes all the noticeable visuals it finds.
00:07:21Claude code has already been proven to work really well in design, especially with the
00:07:25release of opus 4.7.
00:07:27It can create multiple SVGs that are much improved in quality compared to previous models which
00:07:32makes its design much better in quality.
00:07:34But this capability is not only limited to UIs.
00:07:37You can also design other things like posters, social media posts and other infographics using
00:07:42Claude code.
00:07:43You just need to install the canvas design skill which is an official skill by anthropic
00:07:47so you don't have to worry about the process it takes to implement the designs.
00:07:51Once you've installed this skill, you'll have access to all of the resources and instructions.
00:07:55It will have a whole library of fonts installed as well which Claude can directly use.
00:08:00It follows a systematic process by first identifying the idea and then creates the design philosophy
00:08:05document for the idea containing the style to go for with this design.
00:08:09This is what it uses to create the designs.
00:08:11So if you give it a prompt to create any visualization, it will first load the skill and start by creating
00:08:16a design philosophy file that you can view.
00:08:19This file actually resides in your project folder and contains the whole style it is aiming
00:08:23to follow along with all of the visual details documented.
00:08:26Then it creates a script which basically generates the design entirely using code.
00:08:30Once it has done that, it will create the visual by generating SVGs and making it visually balanced.
00:08:35You can create multiple designs from it like a poster and it will follow the right dimensions
00:08:40and implement the same design philosophy it has identified into the poster as well.
00:08:44If you think there are any issues in the design, you can iterate over it.
00:08:48In our case, it did not pick the font size correctly which made it hard to read.
00:08:52So you can re-prompt it with the changes you want it to make.
00:08:54Upon prompting, it will update the python file and make the changes there.
00:08:58And once it has made the changes in the code, it will run the code and save the updated file
00:09:03with all the changes reflected properly.
00:09:05Also, if you are enjoying our content, consider pressing the hype button because it helps us
00:09:10create more content like this and reach out to more people.
00:09:13You can consolidate a content system that is spread across Notion or multiple places using Claude code
00:09:18by setting up clear instructions on how to manage everything properly.
00:09:22Since the content system on Notion is shared, you can instead run it locally with Claude
00:09:26code so that it can manage which information should go to Notion and which should not.
00:09:30You can also use notebook LM with a few grounded sources so Claude can query it directly using
00:09:34the notebook LM CLI tool, connect it with your account and let Claude query from it.
00:09:39Using notebook LM is helpful because it has multiple features like creating videos, slides,
00:09:44mind maps and podcasts from the information, making it easier to create and use content.
00:09:49Notebook LM queries your information directly from a single source, instead of Claude having
00:09:53to go through multiple files and consolidate information, which would waste tokens and time.
00:09:58So you can let Claude query things from notebook LM instead.
00:10:01In your content system, you can have multiple steps and sources, along with a Claude.md file
00:10:06that contains instructions on how to use this system and how to respond when the user asks
00:10:10any question.
00:10:11Now with all the setup in place and the Notion MCP connected, you can directly talk to Claude
00:10:16code and it will update everything in the required places.
00:10:19Aside from these, you can assign Claude code a particular role and make it work in that
00:10:23capacity as well.
00:10:24You can use Claude code for multiple roles and create workflows around that specific role.
00:10:29For example, if you are managing your finances, you can use Claude code with all the data and
00:10:33setup files in the project folder.
00:10:34If you are doing so on Notion, you can also connect it via MCP so Claude can directly access
00:10:40the data from there.
00:10:41With this setup, you can ask any questions you'd normally ask a finance manager, such
00:10:45as analyzing the direction of your finances.
00:10:47It will gather data from multiple CSV files or Notion and then create a report for you
00:10:52along with suggestions based on that.
00:10:54You can also treat Claude code as a teacher and add your preferences, study style and progress
00:10:59files for tracking learning progress.
00:11:01So in case you're stuck on any topic, you can just ask Claude about it and it will explain
00:11:05it from multiple perspectives including introducing new concepts, diving deeper into what you've
00:11:10already studied or generating quizzes based on previous knowledge.
00:11:13You can also set up a role as a legal advisor that analyzes your documents for legal issues.
00:11:17When you pass any document, it will run a review against all the guidelines you've provided
00:11:22in the project folder, flag all issues in the file and highlight the highest priority issues
00:11:27as well as medium priority issues.
00:11:29You can also use Claude code as a data analyst and use it to manage multiple datasets from
00:11:33CSVs or other formats and generate reports so you can analyze where the data stands and
00:11:38where it doesn't.
00:11:39This helps you make decisions more effectively and you can use Claude similarly for multiple
00:11:43other purposes as well.
00:11:45That brings us to the end of this video.
00:11:47If you'd like to support the channel and help us keep making videos like this, you can do
00:11:51so by using the super thanks button below.
00:11:53As always, thank you for watching and I'll see you in the next one.

Key Takeaway

Claude Code operates as a highly capable agentic assistant for non-coding tasks like video editing, document research, design generation, and database management when paired with specialized skills, localized markdown instructions, and MCP connections.

Highlights

  • A Claude.md file organized by rule priority drives non-coding workflows in Claude Code by acting as the system's central instruction manual.

  • The Remotion skill allows users to render product demo videos inside Claude Code using code sequences, though a 50-second clip can take over 20 minutes with iterations.

  • The Claude Video skill integrates Whisper and Grok APIs to extract video frames and map transcripts to visuals, letting Claude analyze hosted or downloaded video files.

  • The Canvas Design skill utilizes a generated design philosophy document and Python code to render visually balanced SVGs, posters, and social media infographics.

  • Connecting NotebookLM via a CLI tool allows Claude Code to query a single grounded source directly, saving token usage and preventing search hallucinations.

Timeline

Managing a Local Second Brain with Obsidian

  • Claude Code functions as an agentic manager for local Markdown-based personal knowledge bases.
  • A prioritized Claude.md file directs how the AI searches, edits, and updates local notes during live conversation.

Obsidian provides a lightweight, local, file-based foundation where a graph visualization helps analyze note dependencies. Placing a Claude.md file at the project root guides the AI through the system using strict priority rules, ranging from non-negotiable hard rules to low-priority key references. Instead of opening individual files manually, prompting Claude Code allows it to search the second brain, retrieve answers, and execute edits only after final confirmation is reached in the chat.

Generating Product Videos with Remotion

  • The Remotion skill enables the generation of product demo videos directly from text prompts inside the terminal.
  • Simplistic animations rely on SVGs and text, while professional-grade videos require pre-existing external assets.

After installing Remotion via npx and starting the development server, users provide detailed prompts specifying exact cuts and sequence progressions. The agent proposes a plan, obtains user approval, and writes the code required to animate the video. While highly precise, compiling these animations is time-intensive, with a 50-second clip often requiring more than 20 minutes of iterative rendering to complete.

Building Grounded Research Pipelines

  • A multi-step research workflow prevents LLM hallucinations by isolating stages into individual Markdown files.
  • The finished pipeline compiles verified research into polished Markdown and PDF reports with complete bibliographies.

To bypass the hallucinations typical of searching outside an LLM's training data, this pipeline utilizes dedicated folders for sources, drafts, and final outputs. Each step of the research process exists as a distinct Markdown file defining inputs, expected outputs, procedures, and acceptance criteria. Once triggered via Claude.md, the agent systematically works through these steps, cross-verifies facts, and outputs a properly referenced PDF document.

Giving Claude Video Playback Capabilities

  • The Claude Video marketplace plugin allows the model to process hosted URLs or local video files.
  • Integrating Grok and Whisper APIs provides rapid transcription and frame-by-frame visual indexing.

Traditional video analysis through transcript copy-pasting misses critical visual context. The Claude Video plugin addresses this by extracting frames from a video, mapping them to the transcribed audio, and feeding the synchronized sequence directly to Claude. Using Grok's fast free-tier API, the system summarizes noticeable visual changes alongside the spoken dialogue without requiring manual screenshots.

Designing Posters and Infographics with Canvas

  • The official Canvas Design skill from Anthropic generates high-quality SVG graphics, posters, and user interfaces.
  • The design agent creates a style guide before writing any rendering code.

Enhanced by Claude 3.5 Sonnet's improved spatial reasoning, this tool installs a library of fonts and systematic design guidelines. The process begins with Claude generating a 'design philosophy' document in the workspace directory to establish consistent style boundaries. The agent then writes and executes Python code to compile SVGs, adjusting font sizes and layouts iteratively based on user feedback.

Synthesizing Content Systems and Custom Roles

  • Integrating NotebookLM via a CLI tool reduces token consumption by consolidating research into a single queryable source.
  • Model Context Protocol (MCP) integrations allow Claude Code to act as a custom financial analyst, tutor, or legal advisor.

Connecting tools like Notion via MCP permits Claude to securely read and write data directly to active databases. Instead of feeding massive raw files into the chat, users can route queries through a NotebookLM CLI connection to harness features like automatic mind maps and slide generation. This environment allows the model to analyze financial CSV files, run legal compliance checks against customized guidelines, or generate structured study quizzes based on tracked learning progress.

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