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the best designers spent years studying grids, typography, spacing. an AI agent can inherit all of that in seconds. we’re at a point where institutional knowledge; the stuff locked in textbooks, senior designers’ heads, decade-old PDFs can become a transferable skill overnight. that’s not a productivity hack. that’s a fundamental shift in how expertise moves through the world. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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AI builds the same landing page every single time. Inter font, purple gradient, grid cards. This free Skill teaches your agent the Müller-Brockmann grid system instead, so it lays out designs with actual composition rules. → 12-column mathematical grids
→ Max 3 colors, no gradients, no shadows
→ Typographic hierarchy by scale 100% Open Source. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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It's crazy that you can take all your years upon years of knowledge or insights, feed it into an AI, and just get a skill in seconds. I genuinely think we're entering a stage where skills will be more valuable than we know. Just not in the way we currently know it. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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10 AI agent skills that'll make you a 10x software engineer: 1 Commit message writer ↳ reads your staged diff and writes a clean commit message 2 Pull request reviewer ↳ scans diff for bugs, risky logic, and missing tests, then tells if it's safe to merge 3 Pull request description writer ↳ turns your branch into a full PR writeup with motivation & test notes 4 Standup post ↳ pulls your tickets, commits & Slack messages into a standup update 5 Test plan generator ↳ creates unit, edge case & e2e test ideas for any feature or bug 6 CI failure triage ↳ reads red build, finds real failure, and skips flaky noise 7 Release coordinator ↳ assembles release notes, risk flags & a rollback checklist from merged PRs 8 Bug triage assistant ↳ extracts repro steps, severity & potential owner from a messy bug report 9 Security triage assistant ↳ ranks security alerts by what actually needs fixing first 10 Incident postmortem writer ↳ builds timeline, impact & root-cause draft from incident logs An Agent Skill is a reusable playbook for an AI agent. Think of it as a saved workflow that tells the agent when to run, what steps to follow, which files/tools to use & what output format to return. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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0znight retweeted
The next generation of agents won't be trained on more data. They'll be trained on your expertise. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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The presentation seems really cool, It can easily pass the bar in real world. I think that's because Hyperagent fed the agents with pdfs on grid system designing. Before it was random good UIs but now it would be eligible for real-world use cases. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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years of expertise used to live in people's heads. now it lives in a skill file your agent reads in seconds. every process you repeat. every framework you built. every lesson that took you years to learn. the question is not whether AI can learn it. the question is whether you have written it down yet. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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years of design education distilled into one skill file. fed a 162-page PDF on grid systems to an AI agent. now it designs layouts like someone who actually studied typography. this is the part most people miss about AI skills: the quality of the output depends on the quality of the knowledge you feed it. a prompt says "make it look good." a skill says "here's how Josef Müller-Brockmann thinks about grids. follow this." the question worth asking: what expertise sitting in PDFs, textbooks, or your own head could you turn into a skill your agent learns in seconds? #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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LOS DISEÑOS DE IA SE VEN GENÉRICOS PORQUE NO SIGUEN NINGÚN SISTEMA DE COMPOSICIÓN REAL. Esta Skill lo resuelve → le enseña a tus agentes el sistema de grid de Müller-Brockmann (la base del diseño editorial moderno, en 162 páginas) y ahora lo aplican directamente en código. Cuadrícula real, jerarquía visual, tipografía y maquetación con criterio. No “que se vea bien a ojo”, sino reglas de composición de verdad. 100% gratis y Open Source. Funciona en Hyperagent o con cualquier otro agente. Yo la voy a probar en mis próximos proyectos web y demos. Enlace a la Skill abajo 👇 #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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🤯This actually blew my mind. They took a massive 162-page design bible on grid systems and turned it into something the agent actually uses. Not just "hey remember grids," but it now writes code to stick to them and spits out layouts that feel properly thought-out instead of that same generic AI look. Years of real expertise, distilled down so an agent can learn it in seconds. Wild. Got me thinking—what playbooks, old PDFs, internal wikis, or hard-earned processes in your world are still just sitting there collecting dust? Could turn any of that into an agent skill tomorrow. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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I love this concept of Skills. For years, the most valuable knowledge in a company has lived inside people's heads. - The recruiter who consistently hires great talent. - The salesperson who closes complex deals. - The founder who makes the right call under uncertainty. Now, that expertise can be captured as a skill and taught to an agent in seconds. A simple exercise: Think about a task you do exceptionally well. Ask yourself: • What steps do I follow? • What signals do I look for? • What mistakes do I avoid? • What would I teach a new hire? That's probably a skill waiting to be created. The biggest AI opportunity may not be building smarter agents. It may be turning your team's hard-earned expertise into reusable skills that scale across the entire organization. Knowledge is valuable. Captured knowledge compounds. #HyperagentPartner
We wanted better design fundamentals from our agents. So we fed them this 162-page pdf on designing with a grid system. Now our agents use code to adhere to a grid and design beautiful layouts. Example skill below 👇
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Most AI tools give you a reply. Hyperagent Fable 5 is built to give you work you can actually use. You give the agent a goal. It can keep looping for hours, improving, & building toward a more complete artifact instead of handing back a first pass your team has to clean up. This is what businesses should care about. Not “AI made something.” Can it carry the messy middle? Can it improve without constant hand holding? Can it give your team a stronger starting point, prototype, plan or artifact to review? For marketers, founders, builders & operators, that’s the win: Less prompt babysitting and more usable work! P.S. The 100-acre fitness retreat example was my favorite. It felt like something a team could actually take into the next planning conversation. #HyperagentPartner
Fable 5 on Hyperagent is producing the most creative, ambitious work we've ever seen from our agents. They're self-improving for hours towards open-ended goals. Visual reasoning has spiked noticeably. Outputs are consistently higher quality than Opus, occasionally at lower cost. 5 of our test cases below vs. Opus 4.8 👇 1. Visualize all asteroids in the solar system from NASA data 2. Design a site plan for a 100 acre fitness retreat 3. Reconstruct Apollo control panels from technical PDFs 4. Simulate the supply chain for World Cup jersey sales based on match outcomes 5. Show the effects of solar flares on aurora Fable 5 is now available on Hyperagent.
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This is how a $999 AI audit becomes a $2,500 service overnight. What I'd build with Fable 5 on Hyperagent: an interactive audit deliverable. The play: 1. Run your normal 45-min discovery call. Ask "where does your time go?" 2. Hand the transcript to Fable 5 on Hyperagent. It loops unsupervised and builds a live map of the client's entire operation. 3. Every process animated. Time sinks pulsing red. Dollar leaks counted in real time on screen. 4. Walk the client through THEIR business bleeding money. Toggle the "after automation" view. Watch the leaks stop. 5. The roadmap sells itself. Upsell the $2,500-5,000 implementation on the spot. Same audit. Same call. The deliverable went from a 6-page PDF to something the client screen-records and sends to their business partner. Built the demo below in one prompt while I walked my dog. #HyperagentPartner
Fable 5 on Hyperagent is producing the most creative, ambitious work we've ever seen from our agents. They're self-improving for hours towards open-ended goals. Visual reasoning has spiked noticeably. Outputs are consistently higher quality than Opus, occasionally at lower cost. 5 of our test cases below vs. Opus 4.8 👇 1. Visualize all asteroids in the solar system from NASA data 2. Design a site plan for a 100 acre fitness retreat 3. Reconstruct Apollo control panels from technical PDFs 4. Simulate the supply chain for World Cup jersey sales based on match outcomes 5. Show the effects of solar flares on aurora Fable 5 is now available on Hyperagent.
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Fable 5 es una auténtica locura. Le das un objetivo. Y trabaja por su cuenta durante horas. Revisa su propio trabajo y lo mejora antes de devolverte cualquier resultado. Aquí lo tienes enfrentándose a Opus 4.8 en 5 tareas 👇 → Visualizar todos los asteroides del sistema solar a partir de datos de la NASA → Diseñar el plan de un complejo deportivo de 100 acres → Reconstruir los paneles de control del programa Apolo a partir de PDFs técnicos → Simular las cadenas de suministro de camisetas del Mundial según el resultado de los partidos → Mostrar cómo las tormentas solares afectan a las auroras Está produciendo el trabajo de agentes de IA más ambicioso que he visto hasta ahora. #HyperagentPartner
Fable 5 on Hyperagent is producing the most creative, ambitious work we've ever seen from our agents. They're self-improving for hours towards open-ended goals. Visual reasoning has spiked noticeably. Outputs are consistently higher quality than Opus, occasionally at lower cost. 5 of our test cases below vs. Opus 4.8 👇 1. Visualize all asteroids in the solar system from NASA data 2. Design a site plan for a 100 acre fitness retreat 3. Reconstruct Apollo control panels from technical PDFs 4. Simulate the supply chain for World Cup jersey sales based on match outcomes 5. Show the effects of solar flares on aurora Fable 5 is now available on Hyperagent.
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We're moving from "do this task" to "achieve this outcome." That's a much bigger change than most people realize. The most interesting AI systems won't just execute instructions—they'll continuously improve their path to the goal. #HyperagentPartner
Fable 5 on Hyperagent is producing the most creative, ambitious work we've ever seen from our agents. They're self-improving for hours towards open-ended goals. Visual reasoning has spiked noticeably. Outputs are consistently higher quality than Opus, occasionally at lower cost. 5 of our test cases below vs. Opus 4.8 👇 1. Visualize all asteroids in the solar system from NASA data 2. Design a site plan for a 100 acre fitness retreat 3. Reconstruct Apollo control panels from technical PDFs 4. Simulate the supply chain for World Cup jersey sales based on match outcomes 5. Show the effects of solar flares on aurora Fable 5 is now available on Hyperagent.
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Now this is super interesting. As a busy entrepreneur I didn't have the time to prompt an agent on each task, now all we need is a goal. Super curious to see how the self-improvement phase would look like, this could potentially be the next entry-level hire. #HyperagentPartner
Fable 5 on Hyperagent is producing the most creative, ambitious work we've ever seen from our agents. They're self-improving for hours towards open-ended goals. Visual reasoning has spiked noticeably. Outputs are consistently higher quality than Opus, occasionally at lower cost. 5 of our test cases below vs. Opus 4.8 👇 1. Visualize all asteroids in the solar system from NASA data 2. Design a site plan for a 100 acre fitness retreat 3. Reconstruct Apollo control panels from technical PDFs 4. Simulate the supply chain for World Cup jersey sales based on match outcomes 5. Show the effects of solar flares on aurora Fable 5 is now available on Hyperagent.
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Forget Opus 4.8. Fable 5 on Hyperagent is the real shift. This is the moment you stop babysitting the agent task by task. You hand it a goal and it self-improves for hours until it gets there. #HyperagentPartner
Fable 5 on Hyperagent is producing the most creative, ambitious work we've ever seen from our agents. They're self-improving for hours towards open-ended goals. Visual reasoning has spiked noticeably. Outputs are consistently higher quality than Opus, occasionally at lower cost. 5 of our test cases below vs. Opus 4.8 👇 1. Visualize all asteroids in the solar system from NASA data 2. Design a site plan for a 100 acre fitness retreat 3. Reconstruct Apollo control panels from technical PDFs 4. Simulate the supply chain for World Cup jersey sales based on match outcomes 5. Show the effects of solar flares on aurora Fable 5 is now available on Hyperagent.
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Gotta say, Hyperagent team is pretty active. I mean, Fable 5 was just launched and Hyperagent is already creating demo videos with it. Here are are the top things I noticed which has been significantly improved in Fable 5: 1. The visuals are much more realistic. 2. The UI of the things made with Fable 5 are smooth af. 3. The visuals contain more details (close to real) 4. The prompting is much easier. #HyperagentPartner
Fable 5 on Hyperagent is producing the most creative, ambitious work we've ever seen from our agents. They're self-improving for hours towards open-ended goals. Visual reasoning has spiked noticeably. Outputs are consistently higher quality than Opus, occasionally at lower cost. 5 of our test cases below vs. Opus 4.8 👇 1. Visualize all asteroids in the solar system from NASA data 2. Design a site plan for a 100 acre fitness retreat 3. Reconstruct Apollo control panels from technical PDFs 4. Simulate the supply chain for World Cup jersey sales based on match outcomes 5. Show the effects of solar flares on aurora Fable 5 is now available on Hyperagent.
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Looping agents that run unsupervised for hours, self-improving their own work as they go, this is where things get interesting. The jump from "prompt an agent to do a task" to "give it a goal and let it iterate" is a fundamental shift. Fable 5 on @hyperagentapp is showing what that looks like in practice. Those test cases (asteroid visualization from NASA data, Apollo control panel reconstruction from PDFs) aren't just demos, they're the kind of complex, multi-step work that only works when an agent can reason visually and course-correct on its own. #HyperagentPartner
Fable 5 on Hyperagent is producing the most creative, ambitious work we've ever seen from our agents. They're self-improving for hours towards open-ended goals. Visual reasoning has spiked noticeably. Outputs are consistently higher quality than Opus, occasionally at lower cost. 5 of our test cases below vs. Opus 4.8 👇 1. Visualize all asteroids in the solar system from NASA data 2. Design a site plan for a 100 acre fitness retreat 3. Reconstruct Apollo control panels from technical PDFs 4. Simulate the supply chain for World Cup jersey sales based on match outcomes 5. Show the effects of solar flares on aurora Fable 5 is now available on Hyperagent.
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