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๐—”๐—ด๐—ป๐—ฒ๐˜€ ๐Ÿฎ.๐Ÿฑ ๐—™๐—น๐—ฎ๐˜€๐—ต ๐ฏ๐ฌ ๐†๐๐“ ๐Ÿ“.๐Ÿ“-๐ˆ๐ง๐ฌ๐ญ๐š๐ง๐ญ ๐ฏ๐ฌ ๐†๐ž๐ฆ๐ข๐ง๐ข ๐Ÿ‘.๐Ÿ“ ๐…๐ฅ๐š๐ฌ๐ก ๐ฏ๐ฌ ๐‚๐ฅ๐š๐ฎ๐๐ž ๐’๐จ๐ง๐ง๐ž๐ญ ๐Ÿ’.๐Ÿ” One prompt. Four models. The exact same interactive Particle Gravity Playground challenge. No manual edits. No retries. Watch the results and decide for yourself. Build with Agnes.

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i watched gemma 4 12b build something genuinely impressive today, and then loop itself to death right in front of me. the full run is in the video, sped up but completely uncut, watch it to the end and you will catch the exact moment it stops building and starts looping right in the middle of the work. the task was clean, build a single file gravity simulator, n-body physics, orbits, collisions, running locally on one 3090 through an agent. and for ten minutes it was a joy to watch. it reached for a symplectic integrator on its own, the correct one, the kind that keeps orbits stable instead of spiralling out. real gravity with softening, proper orbital velocities, momentum conserved on collision. the physics was right. the thing actually worked. then on the very last step, writing a few tests to prove its own code, it fell into a loop. not a crash, a loop. it started repeating itself and would not stop. ten more minutes, thirty four thousand tokens into a single answer, the same fragments over and over, until i killed it myself. so it's not that gemma can't code. it did the hard part beautifully. it cannot finish. it cannot hold a long task together without unravelling, and finishing is the entire job in agentic work. here's the part that stings. i run this exact task, same harness, same card, on the chinese open models, qwen especially, and i never see this. they build it, they test it, they stop. every single time. google has the raw capability, you can see it sitting right there in the code, and then the model loops itself to death on a task a 27b from alibaba finishes clean. open weights, apache 2.0, so much to love on paper. i just need it to know when to stop talking.

Sudo su

39,719 ๆฌก่ง‚็œ‹ โ€ข 2 ไธชๆœˆๅ‰

Hermes + Claude + Higgsfield MCP + ViralBuilder = ๐Ÿ’ฐ๐Ÿ’ฐ๐Ÿ’ฐ Four tools. One prompt chain. Hook to finished video in 10 minutes. I built a Claude skill that writes shot-by-shot Higgsfield prompts from a single creative brief. ViralBuilder tells you what's winning. The skill turns it into a production-ready prompt. Higgsfield renders it. No creative director. No guessing. No separate tools. Here is the setup: Higgsfield MCP โ†’ Open Claude Code โ†’ Settings โ†’ Connectors โ†’ Enter: โ†’ Connect your account Hermes โ†’ The agent layer running underneath Claude Code โ†’ It holds your skills, crons, memory, and routing rules โ†’ When you prompt Claude, Hermes feeds it the context it needs ViralBuilder (like Gethookd) โ†’ The winning ecom video database โ†’ Scrapes top performing ecom videos across platforms โ†’ Claude reads the data and extracts what styles, hooks, and formats are actually scaling The skill: video-prompt-builder โ†’ Installed inside Claude via Hermes โ†’ Takes a creative brief and outputs a full shot-by-shot prompt โ†’ Covers camera work, effects, transitions, pacing, and energy arc โ†’ Every output is structured for Higgsfield to render without ambiguity No switching apps. No export steps. Everything runs from one place. โ–ธ FIND WINNING CREATIVE ANGLES ViralBuilder tells you what the market already validated. Claude reads it and extracts the pattern. Prompts to run: "Search ViralBuilder for the top performing ecom videos in [niche] over the last 21 days. Extract the 3 dominant hook styles and rank by view velocity." "Pull the winning video formats in [niche] from ViralBuilder. Which opening 3 seconds appears most across videos spending over $10k?" "Find what video style is scaling right now in [niche] for the US market. UGC, talking head, or product demo. Filter for videos with over 1M views." "Pull the last 30 days of viral ecom hooks in [niche] from ViralBuilder. Cluster by emotional trigger. Which cluster has the most longevity?" You are not guessing at angles. You are reading what the market already spent money validating. โ–ธ BUILD THE PROMPT WITH THE SKILL This is where the video-prompt-builder skill takes over. You give Claude the winning angle. The skill outputs a complete shot-by-shot prompt with effects, transitions, pacing, and energy arc ready to fire into Higgsfield. Prompts to run: "Use the video-prompt-builder skill. Brief: 15-second UGC ad for [product] in [niche]. Hook style: [style from ViralBuilder]. Tone: direct to camera, US English. Output the full shot-by-shot effects timeline, effects inventory, density map, and energy arc." "Use the video-prompt-builder skill. The dominant hook in [niche] this week is [hook]. Build a 10-second product video prompt that opens with a speed ramp into a close-up product reveal. Include a signature visual effect and a low-density CTA landing." "Use the video-prompt-builder skill. Brief: replicate the pacing and energy of a [style description] video for [product]. Target duration: 20 seconds. Output all four sections. Then generate the video with Higgsfield using the shot-by-shot prompt." The skill outputs four sections every time: โ†’ Shot-by-shot effects timeline with camera, movement, and transitions per shot โ†’ Master effects inventory showing every technique used and where โ†’ Effects density map showing high, medium, and low intensity across the timeline โ†’ Energy arc describing how the video opens, builds, and lands That output goes directly into Higgsfield. No rewriting. No translating. โ–ธ GENERATE THE CREATIVE Claude writes the brief via the skill. Higgsfield MCP builds the video. Both happen in the same session. Prompts to run: "Use the video-prompt-builder skill to write a 15-second UGC prompt for [product]. Hook in the first 3 seconds, speed ramp into product reveal, slow-motion CTA landing. Then generate with Higgsfield in 9:16 format." "Build 3 prompt variations on this winning angle: [angle]. Each variation opens with a different effect โ€” speed ramp, digital zoom, whip pan. Use the video-prompt-builder skill for each. Then generate all three with Higgsfield." "Use the video-prompt-builder skill. Brief: problem-solution ad for [product], 20 seconds, US market. Problem shot at high density, product reveal at medium, result and CTA at low. Generate with Higgsfield in 9:16." No separate tool. No file transfer. The video comes back in the same thread. โ–ธ CHAIN THE WHOLE STACK One prompt. All four tools firing together. "You are my ad creative director. Hermes has loaded my brand context. Pull the top performing video style in [niche] from ViralBuilder this week. Use the video-prompt-builder skill to write a full shot-by-shot prompt for [product] that replicates that style โ€” 20 seconds, 9:16, US market, hook in the first 3 seconds. Output the effects timeline, inventory, density map, and energy arc. Then generate the video with Higgsfield." That single prompt replaces a half-day of production. The math before this stack: Brief: 30 minutes Script: 1 hour Creative production: 2 to 3 hours Agency or freelancer cost: $500 to $2,000 per creative With this stack: Hook to finished creative: 10 minutes Cost per creative: tool subscription, a fraction of agency rate 5 product tests in the time it used to take to brief one Bad product tests are where US ad budget disappears. $600 to $1,500 per failed test, before you even know if the angle works. This stack shows you what the market already validated before you spend a dollar on production. Hermes = your context layer. Brand, goals, past performance. Claude is always informed. ViralBuilder = your winning video database. See exactly what styles, hooks, and formats are scaling before you produce anything. video-prompt-builder skill = the translation layer. Turns a creative brief into a structured, production-ready Higgsfield prompt every time. Claude = the brain. Reads the market, writes the brief, chains the tools. Higgsfield MCP = the output. Video generated directly from the prompt. No export step. Four tools. One session. 10 minutes. Comment + RT "STACK" and I'll DM you the full workflow + the video-prompt-builder skill file.

Kid Pak

58,537 ๆฌก่ง‚็œ‹ โ€ข 3 ไธชๆœˆๅ‰

One of the worldโ€™s most respected vaccine expertsโ€”Dr. Kathryn Edwards, co-author of the bible of vaccinology โ€œPlotkin on Vaccinesโ€ and the scientist who personally ran many of the pivotal trials that got childhood vaccines licensedโ€”was hired to testify under oath that vaccines do NOT cause autism. Aaron Siri asked her a simple question for each vaccine on the schedule: โ€œCan you show me the study proving DTaP doesnโ€™t cause autism?โ€ โ†’ No study โ€œHep B?โ€ โ†’ No study โ€œHiB?โ€ โ†’ No study โ€œPrevnar?โ€ โ†’ No study โ€œVaricella?โ€ โ†’ No study โ€œWere the original licensing trials even designed to detect autism as a possible outcome?โ€ โ†’ No Her exact words when pressed: โ€œYouโ€™ve badgered me into answering the way you want me to, butโ€ฆ No.โ€ This is the same expert the entire โ€œvaccines are exhaustively studied for autismโ€ narrative rests on. She had one job in that depositionโ€”and she couldnโ€™t do it. Not one citation. Zero studies. Del Bigtree on The HighWire called it โ€œone of the biggest mic-drop moments in vaccine history.โ€ And now, just weeks after ICAN forced the CDC to admit in writing (as of November 2025) they have no studies showing vaccines are safe in pregnancy or donโ€™t cause autism, this older testimony feels more seismic than ever. Watch the unedited exchange for yourself and decide. What does real scientific confidence look like to you? Drop your thoughtsโ€”respectful discussion only.

Camus

70,348 ๆฌก่ง‚็œ‹ โ€ข 9 ไธชๆœˆๅ‰

Sora 2 Cameos + n8n is an absolute cheat code ๐Ÿคฏ This n8n automation generates multiple UGC videos featuring the same AI creator, from a single Airtable form. Fully automated. Same character across every video. Perfect for DTC brands & agencies who need consistent AI creators across entire campaigns. Here's the problem: You want to test 10 different hooks with the same AI "creator." But every time you prompt Sora 2 manually, the face changes. The vibe shifts. The "creator" looks like a different person in every video. And even when you nail the consistency, you're still downloading, organizing, and tracking everything by hand. This n8n automation handles all of it: โ†’ Fill out one Airtable form (character, scene, video count) โ†’ Claude auto-generates detailed Sora 2 prompts โ†’ Sora 2 creates videos with your consistent character cameo โ†’ Videos auto-upload to ImageKit โ†’ Everything delivered to Airtable with shareable URLs No manual prompting. No Frankenstein characters. No file management nightmare. What you get: - Multiple videos with the exact same AI creator - UGC-style formatting (selfie angles, natural delivery) - Full status tracking in Airtable (queued โ†’ generating โ†’ complete) - Production-ready clips in minutes Built 100% in n8n + Airtable. Want the full workflow? > Comment "SORA" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

10,738 ๆฌก่ง‚็œ‹ โ€ข 8 ไธชๆœˆๅ‰