{"id":134059,"date":"2026-07-06T17:01:21","date_gmt":"2026-07-06T17:01:21","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/07\/06\/build-an-okf-brain-like-mine\/"},"modified":"2026-07-06T17:02:52","modified_gmt":"2026-07-06T17:02:52","slug":"build-an-okf-brain-like-mine","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/07\/06\/build-an-okf-brain-like-mine\/","title":{"rendered":"Build An OKF Brain Like Mine!"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\" loading=\"lazy\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"narrow-cont\">\n<p>My final piece on <a href=\"https:\/\/www.mariehaynes.com\/okf\/\" target=\"_blank\" rel=\"noopener\">Google\u2019s Open Knowledge Format (OKF)<\/a> was one of the well-liked I\u2019ve ever revealed. Since then, I&#8217;ve been heads down working by myself OKF construction. I\u2019ve basically constructed my very own private mind, and at present, I need to present you the way it works and why this commonplace is so extremely essential for the shift towards an <a href=\"https:\/\/www.searchenginejournal.com\/what-is-the-agentic-web\/574224\/\">agentic web<\/a>.<\/p>\n<p>The fantastic thing about OKF is that it follows a quite simple, standardized construction. Whereas many individuals have identified that <a href=\"https:\/\/www.searchenginejournal.com\/google-says-markdown-for-ai-seo-strips-away-the-parts-that-matter\/579496\/\">markdown files<\/a> are nothing new, what Google has achieved is create a normal. This implies if I give an agent my OKF information, it is aware of precisely the way to learn them with no need customized software program. It&#8217;s a common language for AI brokers.<\/p>\n<p><strong>Watch the video of me exhibiting my OKF mind:<\/strong><\/p>\n<p><iframe class=\"sej-iframe-auto-height\" id=\"in-content-iframe\" scrolling=\"no\" data-lazy=\"true\" data-src=\"https:\/\/www.searchenginejournal.com\/wp-json\/sscats\/v2\/tk\/Middle_Post_Text\"><\/iframe><\/p>\n<p><iframe loading=\"lazy\" title=\"Build an OKF brain like mine!\" width=\"720\" height=\"405\" data-lazy=\"true\" data-src=\"https:\/\/www.youtube.com\/embed\/esYAIA6lU-s?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h2>Understanding The YAML Frontmatter, Index, And Markdown Recordsdata<\/h2>\n<p>Each OKF file begins with what known as YAML frontmatter. It is a small block of metadata on the prime of your markdown file that tells an agent precisely what it\u2019s taking a look at. In my private mind, I take advantage of particular varieties for every thing. I&#8217;ve ideas, entities, playbooks, references, and methods.<\/p>\n<p>Here&#8217;s what my folder construction seems to be like for my OKF mind:<\/p>\n<figure id=\"attachment_580679\" class=\"wp-caption aligncenter\" style=\"width: 655px\"><img decoding=\"async\" src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-structure-1782484055344-76.png\" loading=\"lazy\" alt=\"\" width=\"655\" height=\"188\" class=\"size-full wp-image-580679\" srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-structure-1782484055344-76-384x110.png 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-structure-1782484055344-76-425x122.png 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-structure-1782484055344-76-480x138.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-structure-1782484055344-76-650x188.png 650w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-structure-1782484055344-76.png 655w\" sizes=\"auto, (max-width: 655px) 100vw, 655px\" loading=\"lazy\"\/><figcaption class=\"wp-caption-text\">I&#8217;m not certain why Antigravity misspelled \u201centities\u201d in my mind. (Picture Credit score: Marie Haynes)<\/figcaption><\/figure>\n<p>And right here is the markdown code for one of many ideas in my mind:<\/p>\n<figure id=\"attachment_580678\" class=\"wp-caption aligncenter\" style=\"width: 943px\"><img decoding=\"async\" src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/yaml-frontmatter-1782484293227-943x1024-380.jpg\" loading=\"lazy\" alt=\"\" width=\"943\" height=\"1024\" class=\"size-full wp-image-580678\" srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/yaml-frontmatter-1782484293227-943x1024-380-384x417.jpg 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/yaml-frontmatter-1782484293227-943x1024-380-425x462.jpg 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/yaml-frontmatter-1782484293227-943x1024-380-480x521.jpg 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/yaml-frontmatter-1782484293227-943x1024-380-680x738.jpg 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/yaml-frontmatter-1782484293227-943x1024-380-768x834.jpg 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/yaml-frontmatter-1782484293227-943x1024-380-850x923.jpg 850w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/yaml-frontmatter-1782484293227-943x1024-380.jpg 943w\" sizes=\"auto, (max-width: 943px) 100vw, 943px\" loading=\"lazy\"\/><figcaption class=\"wp-caption-text\">Picture Credit score: Marie Haynes<\/figcaption><\/figure>\n<p>When an agent views my OKF, it first views the index file. This index.md file is actually an index of the completely different areas the agent can entry in my mind. This manner, as an alternative of my agent having to do RAG throughout <em>every thing<\/em> in my data base, it could actually focus particularly on the areas which can be related.<\/p>\n<figure id=\"attachment_580675\" class=\"wp-caption aligncenter\" style=\"width: 878px\"><img decoding=\"async\" src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/index.md-for-my-brain-1782484470123-878x1024-63.jpg\" loading=\"lazy\" alt=\"\" width=\"878\" height=\"1024\" class=\"size-full wp-image-580675\" srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/index.md-for-my-brain-1782484470123-878x1024-63-384x448.jpg 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/index.md-for-my-brain-1782484470123-878x1024-63-425x496.jpg 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/index.md-for-my-brain-1782484470123-878x1024-63-480x560.jpg 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/index.md-for-my-brain-1782484470123-878x1024-63-680x793.jpg 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/index.md-for-my-brain-1782484470123-878x1024-63-768x896.jpg 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/index.md-for-my-brain-1782484470123-878x1024-63-850x991.jpg 850w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/index.md-for-my-brain-1782484470123-878x1024-63.jpg 878w\" sizes=\"auto, (max-width: 878px) 100vw, 878px\" loading=\"lazy\"\/><figcaption class=\"wp-caption-text\">Picture Credit score: Marie Haynes<\/figcaption><\/figure>\n<p>The system I constructed additionally works to attach associated ideas. When it ingests a brand new piece of content material, whether or not it\u2019s a weblog publish I\u2019ve written, a Google announcement, or a bit of analysis, it finds what different ideas we have now created that ought to be related. The result&#8217;s a very cool graph of the entire data we have now within the mind. This concept of brokers extracting ideas and making connections comes from <a href=\"https:\/\/gist.github.com\/karpathy\/442a6bf555914893e9891c11519de94f\" target=\"_blank\" rel=\"noopener\">Andrej Karpathy\u2019s LLM Wiki idea<\/a>.<\/p>\n<h2>Visualizing Your Information Graph<\/h2>\n<p>While you use OKF accurately, you may visualize your mind as a related graph. Each dot in my system is a markdown file. You possibly can see how my ideas for AI Overviews hook up with my references from Google\u2019s documentation and my inside playbooks. It\u2019s a dwelling, respiratory map of every thing I find out about search engine marketing and AI.<\/p>\n<p>I\u2019m additionally automating how I ingest data. I&#8217;ve a system that checks Google\u2019s documentation day by day. In the event that they replace one thing, just like the documentation on AI Solutions or <a href=\"https:\/\/www.searchenginejournal.com\/google-tests-dedicated-ai-search-reports-in-search-console\/577793\/\">Search Console features<\/a>, my mind notifies me and routinely updates the related reference information. I don\u2019t must depend on my organic {hardware} to recollect each small change anymore. My OKF mind has entry to way over I might ever preserve in my head without delay.<\/p>\n<figure id=\"attachment_580676\" class=\"wp-caption aligncenter\" style=\"width: 1024px\"><img decoding=\"async\" src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/my-okf-brain-1782484668328-1024x865-361.jpg\" loading=\"lazy\" alt=\"\" width=\"1024\" height=\"865\" class=\"size-full wp-image-580676\" srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/my-okf-brain-1782484668328-1024x865-361-384x324.jpg 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/my-okf-brain-1782484668328-1024x865-361-425x359.jpg 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/my-okf-brain-1782484668328-1024x865-361-480x405.jpg 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/my-okf-brain-1782484668328-1024x865-361-680x574.jpg 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/my-okf-brain-1782484668328-1024x865-361-768x649.jpg 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/my-okf-brain-1782484668328-1024x865-361-850x718.jpg 850w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/my-okf-brain-1782484668328-1024x865-361.jpg 1024w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" loading=\"lazy\"\/><figcaption class=\"wp-caption-text\">Picture Credit score: Marie Haynes<\/figcaption><\/figure>\n<p>I can then question my mind, and it&#8217;ll write one thing for me that&#8217;s synthesized from my notes and the opposite data I\u2019ve chosen to retailer in my mind. If one thing appears off to me, then I can merely ask the agent inside my mind to appropriate it. Additionally, my agent is all the time in search of methods to enhance and join the data that&#8217;s within the mind.<\/p>\n<figure id=\"attachment_580677\" class=\"wp-caption aligncenter\" style=\"width: 905px\"><img decoding=\"async\" src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/talking-to-my-okf-brain-1782485041776-905x1024-803.jpg\" loading=\"lazy\" alt=\"\" width=\"905\" height=\"1024\" class=\"size-full wp-image-580677\" srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/talking-to-my-okf-brain-1782485041776-905x1024-803-384x434.jpg 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/talking-to-my-okf-brain-1782485041776-905x1024-803-425x481.jpg 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/talking-to-my-okf-brain-1782485041776-905x1024-803-480x543.jpg 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/talking-to-my-okf-brain-1782485041776-905x1024-803-680x769.jpg 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/talking-to-my-okf-brain-1782485041776-905x1024-803-768x869.jpg 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/talking-to-my-okf-brain-1782485041776-905x1024-803-850x962.jpg 850w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/talking-to-my-okf-brain-1782485041776-905x1024-803.jpg 905w\" sizes=\"auto, (max-width: 905px) 100vw, 905px\" loading=\"lazy\"\/><figcaption class=\"wp-caption-text\">Picture Credit score: Marie Haynes<\/figcaption><\/figure>\n<figure id=\"attachment_580680\" class=\"wp-caption aligncenter\" style=\"width: 983px\"><img decoding=\"async\" src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-updated-1782485107498-340.png\" loading=\"lazy\" alt=\"\" width=\"983\" height=\"388\" class=\"size-full wp-image-580680\" srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-updated-1782485107498-340-384x152.png 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-updated-1782485107498-340-425x168.png 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-updated-1782485107498-340-480x189.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-updated-1782485107498-340-680x268.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-updated-1782485107498-340-768x303.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-updated-1782485107498-340-850x336.png 850w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/06\/okf-brain-updated-1782485107498-340.png 983w\" sizes=\"auto, (max-width: 983px) 100vw, 983px\" loading=\"lazy\"\/><figcaption class=\"wp-caption-text\">Picture Credit score: Marie Haynes<\/figcaption><\/figure>\n<h2>Constructing Playbooks To Save Days Of Work<\/h2>\n<p>Probably the most thrilling issues I\u2019ve in-built my OKF mind is a set of playbooks. For instance, I&#8217;ve a playbook for producing consumer proposals. Normally, it is a tedious course of that takes a whole lot of guide work. Now, my agent (Antigravity) follows the steps specified by my proposal playbook to draft every thing utilizing my particular voice and logic.<\/p>\n<p>I additionally constructed a playbook for analyzing website affect after a Google replace. I created a procedural checkpoint for my agent to comply with when analyzing these shifts. What used to take me two days to investigate now takes a matter of hours, and the report produced is one thing I\u2019m extremely pleased with. That is the facility of documenting your knowledge in a method that brokers can truly execute.<\/p>\n<p>I actually encourage you to start out experimenting with this. You don\u2019t should be a coder to start out. You possibly can inform an agent that will help you construct your first OKF bundle primarily based on the documentation Google has supplied. It\u2019s making me extra productive, and I feel it\u2019s the important thing to staying related as Search continues to evolve.<\/p>\n<p>To construct one thing related, give these hyperlinks to your agent (Claude Code \/ Cowork, ChatGPT Codex, or my favourite, Google\u2019s Antigravity) and do this immediate:<\/p>\n<pre><em>\"I need to construct an OKF system just like Marie's. Learn these hyperlinks after which give me some concepts of what this could seem like. Then, ask me questions one after the other in order that collectively, we are able to determine what we need to construct: <\/em>&#13;\n&#13;\n<em>https:\/\/cloud.google.com\/weblog\/merchandise\/data-analytics\/how-the-open-knowledge-format-can-improve-data-sharing\/<\/em>&#13;\n&#13;\n<em> https:\/\/github.com\/GoogleCloudPlatform\/knowledge-catalog\/blob\/fundamental\/okf\/SPEC.md <\/em>&#13;\n&#13;\n<em>https:\/\/gist.github.com\/karpathy\/442a6bf555914893e9891c11519de94f <\/em>&#13;\n&#13;\n<em>https:\/\/www.mariehaynes.com\/okf\/ https:\/\/youtu.be\/esYAIA6lU-s\"&#13;\n<\/em><\/pre>\n<p><strong>Extra Assets:<\/strong><\/p>\n<hr\/>\n<p><em>Learn Marie\u2019s publication, AI Information You Can Use. <a href=\"https:\/\/www.mariehaynes.com\/marie-haynes-newsletter\/\" target=\"_blank\" rel=\"noopener\">Subscribe now<\/a>.<\/em><\/p>\n<hr\/>\n<p><em>Featured Picture: N Universe\/Shutterstock<\/em><\/p>\n<\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/www.searchenginejournal.com\/build-an-okf-brain-like-mine\/580661\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>My final piece on Google\u2019s Open Knowledge Format (OKF) was one of the well-liked I\u2019ve ever revealed. Since then, I&#8217;ve been heads down working by&#8230;<\/p>\n","protected":false},"author":1,"featured_media":134060,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-134059","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Build An OKF Brain Like Mine! - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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