How to Upgrade Your AI Coding Workflow With This Free Context Tool

  • Intermediate
  • 5 steps
  • By The Rundown University

This guide teaches you how to make an AI coding agent smarter with Marksnip by downloading only the docs pages you actually need and saving them inside your repo. You will create a reusable context folder your agent can inspect before coding, which helps reduce repeated copy-pasting and keeps important docs from disappearing in a chat thread. The workflow is designed to be quick and lightweight.

Step by step 5 steps

  1. Step 1 of 5

    Install Marksnip and pick the right page

    Install Marksnip from the Chrome Web Store, then open the docs page you actually need for the task in front of you.

    • Setup guides
    • SDK docs
    • API reference pages
    • Changelogs
    • Technical blog posts with implementation details

    The mindset shift is to avoid downloading an entire library just because you can. Choose the pages you want to flag for the agent’s attention so both of you are working from the same source of truth.

    If you only need part of a page, Marksnip lets you clip either a selection or the full document. This is useful when a docs page is huge but only one section matters for the task.

  2. Step 2 of 5

    Clip the page into Markdown

    Click the Marksnip icon in the browser toolbar and let it process the page. Marksnip runs the current page through Mozilla Readability and converts the extracted content to Markdown, which makes the output cleaner than a normal copy-paste.

    image-2158

  3. Step 3 of 5

    Save it in a stable context folder

    Drag the Markdown file into your working repo and save it in a folder like agent-context/ or project-docs/.

    That folder is the point: when you or a future coding agent opens the repo, there is a visible packet of trusted context sitting next to the code.

    • The file stays in the project
    • The source doc is obvious
    • You can update the file when the docs change
    • Future agents can inspect the same context without you re-explaining everything

    If the task is more involved, add two to five files that cover the setup, the main API surface, and any recent changelog that affects your implementation. A good default habit is to make the folder first, then keep feeding it the pages that actually matter.

  4. Step 4 of 5

    Tell the agent to read that folder first

    Once the file is in the repo, point your coding agent at the folder and tell it to use those files as the source of truth.

    Read the files in agent-context first and use them as the source of truth for this task.

    For example, if the agent-context folder has docs on how to install and use the React Motion library, you can tell Codex you want to add a scrolling animation into the site and have it work from those files first. In the source test, the animation was added correctly using the docs that had just been clipped into the project.

    The same pattern works for integrations like payments APIs, auth providers, analytics tools, or front-end libraries. Manual selection matters because sometimes you want to tell the agent: these are the exact pages that solve the problem, so start here.

  5. Step 5 of 5

    Customize the workflow to match your setup

    Once the basic flow works, Marksnip has settings that can make the system more reusable. You do not need all of them for the core workflow, but they are useful to know about.

    • Templates let you prepend or append text to every file, which is useful for YAML front matter or a standard source block.
    • Title Template controls the filename, so you can make your saved docs more consistent.
    • Downloads Subfolder helps route files into a cleaner structure when you download often.
    • Markdown Options let you change heading style, code block style, link style, image style, and other output details.
    • Images can download images alongside the Markdown when you are using Downloads API mode.
    • Send to Obsidian works if you use the Advanced Obsidian URI plugin and want clipped pages to become notes instead of repo files.
    • Batch Processing lets you convert multiple URLs at once if you are building a bigger context pack.

    One especially useful toggle is Template. If you turn it on, Marksnip can add front matter for Obsidian. There are also options for saved location, default title, and other file-level customization if you want your clipping workflow to be more organized.

That's the whole workflow

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Background and context

Who This Is Useful For

  • Anyone coding with Codex, Claude Code, Cursor, or another agent who is tired of re-pasting the same docs into every thread
  • Operators or founders shipping integrations who want the agent focused on the exact setup docs and API references that solve the problem
  • Developers building over time in one repo who want a context folder future agents can inspect instead of relying on chat history

What You Will Build

You will build one reusable agent-context/ folder inside your project with the exact Markdown docs your coding agent should read first. In the source example, that context helped Codex add a custom scrolling animation to a website using the React Motion docs, but the workflow works for any library or integration.

  • A stable folder such as agent-context/ or project-docs/ inside your repo
  • Markdown copies of the docs pages that matter for the current task
  • A repeatable prompt pattern that tells the agent to read those files first
image-2157

What You Need

  • A Chromium browser with Marksnip installed
  • A project repo with a folder like agent-context/ or project-docs/
  • One docs page you actually need, such as setup docs, SDK docs, API reference, or a changelog

Going Further

  • Reuse the same clipping workflow for articles and Twitter threads when an AI cannot browse well or wastes time navigating junk and ads.
  • Clip additional docs into your context folder as the project grows, especially setup pages, API references, and changelogs that affect the implementation.
  • Pair this manual context system with a docs-aware tool like Context7 when you want automatic docs access alongside a folder of exact pages you chose on purpose.