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THIS IS HOW A $10K/MONTH PRODUCT CONTENT PIPELINE GETS BUILT FROM 1 REFERENCE IMAGE AND A JSON PROMPT The video is not about "better prompting." It is a very simple cheat code: find an image with the exact lighting, color grade and camera feel you want, make AI reverse-engineer... the style into a detailed JSON, then feed that structure into Nano Banana Pro with your own product. That is the part people keep missing. They write vague prompts like “make it realistic” and blame the model when it produces plastic garbage. The better workflow gives the model a style contract before asking for the final image. One reference image becomes the art director. The JSON becomes the brief. Your product becomes the asset dropped into a visual language that already works. This is how a solo operator can sell 20-30 "premium" product shots a week without owning a camera, renting a studio or touching a lighting rig. At $150-$300 per image, that is a $3K -$9K/week offer if you can bring clients. Not guaranteed. But the math is why this workflow matters. The article is the same business model underneath: AI output gets valuable when you stop asking for random generation and start building reusable instructions that copy proven formats. No photographer, no studio, no lighting setup, no retoucher, no 12-round creative call. Just reference, extraction, structure and execution. The prompt does not make the photo look expensive. The stolen style system does.show more

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A useful trick for making AI photos look 100% real: (it's not always the model — it can be the color grading) Out of the box, Nano Banana Pro can have a gray, flat look. Good composition, but these scream AI. Here's the system that fixes it: → Grab a reference photo from Pinterest with the exact aesthetic you want → Feed it to ChatGPT 5.2 with a prompt that extracts a detailed color grading JSON → Paste that JSON into image generator (Calico AI) → Generate your product photo. (the colors are now based on the reality you specify, not AI defaults) → Save that character as your reference for facial consistency across future shots From here you can build a full UGC model library. No creators. No shoots. Comment "IMAGE" if you want me to send you every prompt in this system (must be following so I can dm you!).

A useful trick for making AI photos look 100% real: (it's not always the model — it can be the color grading) Out of the box, Nano Banana Pro can have a gray, flat look. Good composition, but these scream AI. Here's the system that fixes it: → Grab a reference photo from Pinterest with the exact aesthetic you want → Feed it to ChatGPT 5.2 with a prompt that extracts a detailed color grading JSON → Paste that JSON into image generator (Calico AI) → Generate your product photo. (the colors are now based on the reality you specify, not AI defaults) → Save that character as your reference for facial consistency across future shots From here you can build a full UGC model library. No creators. No shoots. Comment "IMAGE" if you want me to send you every prompt in this system (must be following so I can dm you!).

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The simplest way to create an AI influencer using workflow (3 steps): Nano Banana → Veo 3 → Arcads AI Workflow Step 1: Build your character with a JSON prompt (Nano Banana Workflow) → Use a structured JSON prompt instead of writing random text → Define the look clearly: character, outfit, lighting, camera style, background → Add negative constraints like: no logos, no text, no extra fingers, no CGI skin, no warped mirror This makes the output more stable and reusable. You’re not just prompting. You’re building a repeatable image system Step 2: Turn image → video (Veo 3 Workflow) → Connect the Nano Banana output directly into Veo 3 → Add a simple motion prompt: slight body movement, natural head turn, subtle phone movement → Keep it minimal so it feels more real Workflow removes the manual back-and-forth. Step 3: Add script + voice (Arcads AI Workflow) → Feed the generated video into Arcads AI → Add a short script, usually 10–20 seconds → Generate voice + lipsync that matches the character vibe Now the character becomes actual content. Why workflow matters: Prompt → Image → Video → Voice No messy manual process. No repeating the same setup every time. Just a clean pipeline you can scale. Nano Banana + Veo 3 + Arcads AI + workflow feature = simple AI influencer factory

The simplest way to create an AI influencer using workflow (3 steps): Nano Banana → Veo 3 → Arcads AI Workflow Step 1: Build your character with a JSON prompt (Nano Banana Workflow) → Use a structured JSON prompt instead of writing random text → Define the look clearly: character, outfit, lighting, camera style, background → Add negative constraints like: no logos, no text, no extra fingers, no CGI skin, no warped mirror This makes the output more stable and reusable. You’re not just prompting. You’re building a repeatable image system Step 2: Turn image → video (Veo 3 Workflow) → Connect the Nano Banana output directly into Veo 3 → Add a simple motion prompt: slight body movement, natural head turn, subtle phone movement → Keep it minimal so it feels more real Workflow removes the manual back-and-forth. Step 3: Add script + voice (Arcads AI Workflow) → Feed the generated video into Arcads AI → Add a short script, usually 10–20 seconds → Generate voice + lipsync that matches the character vibe Now the character becomes actual content. Why workflow matters: Prompt → Image → Video → Voice No messy manual process. No repeating the same setup every time. Just a clean pipeline you can scale. Nano Banana + Veo 3 + Arcads AI + workflow feature = simple AI influencer factory

Alex Nguyen

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A Chinese creator found a way to sell $3,000-$5,000 brand videos with no team, no camera crew, and no agency. no film crew. no editor. no storyboard artist. just one ComfyUI canvas turning product photos into finished AI ads. > GPT-image2 builds the director board: shots, camera moves, scenes, sound design > Seedance 2.0 turns the board into motion > product reference locks the object > character reference locks the face, outfit, and style > 16:9. 4K. one visual plan. > final prompt: generate the video from this storyboard old workflow: brand → agency → director → editor → revisions → invoice new workflow: product image → storyboard → reference sheet → video the expensive part was never rendering.

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I just trained a custom GPT that turns any idea into a Nano Banana JSON prompt just describe the picture you want and it will: – plan the photo like a creative director – offer pro-level suggestions – write the entire JSON prompt for you all you have to do is copy and paste the JSON and you'll get images that look like a creative director made it comment "nano" and I'll DM it to you (must be following)

I just trained a custom GPT that turns any idea into a Nano Banana JSON prompt just describe the picture you want and it will: – plan the photo like a creative director – offer pro-level suggestions – write the entire JSON prompt for you all you have to do is copy and paste the JSON and you'll get images that look like a creative director made it comment "nano" and I'll DM it to you (must be following)

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here is how to steal any ad/image legally open gemini, create 'Vision-to-JSON' Gem find any image/ad you like, copy it, paste it into the gem, hit enter. JSON keeps every detail intact way better than natural-language summaries. now tweak the json chatting with Gemini using natural language: - make the product bigger - swap the background to a kitchen - add a founder handoff moment whatever you want, you get an updated JSON. copy the updated json and open a fresh Gemini chat paste the JSON code and generate image using NB Pro. you’ve now rebuilt the ad from scratch with a fully editable blueprint want this 'SWIPE File' with same copy/paste method? comment "GEM" to get it, (must be following to get the DM)

here is how to steal any ad/image legally open gemini, create 'Vision-to-JSON' Gem find any image/ad you like, copy it, paste it into the gem, hit enter. JSON keeps every detail intact way better than natural-language summaries. now tweak the json chatting with Gemini using natural language: - make the product bigger - swap the background to a kitchen - add a founder handoff moment whatever you want, you get an updated JSON. copy the updated json and open a fresh Gemini chat paste the JSON code and generate image using NB Pro. you’ve now rebuilt the ad from scratch with a fully editable blueprint want this 'SWIPE File' with same copy/paste method? comment "GEM" to get it, (must be following to get the DM)

ViralOps

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Everyone knows Nano Banana Pro is a beast at ads, but manually prompting one image at a time is a waste of life. So I built a tool called The Ad Machine with Google AI Studio & Gemini 3.0. It turns 1 product upload into endless 4K ad variations. Automatically. Auto-Prompting: The tool generates endless unique angles, styles, and assets. Parallel Gen: The tool renders them all at once (4K + perfect text, logos, and product accuracy). Marketing Director Chair: Feed it a competitor's winning ad, and it recreates that exact style with YOUR product. Or, you can create a totally new creative campaign.

Everyone knows Nano Banana Pro is a beast at ads, but manually prompting one image at a time is a waste of life. So I built a tool called The Ad Machine with Google AI Studio & Gemini 3.0. It turns 1 product upload into endless 4K ad variations. Automatically. Auto-Prompting: The tool generates endless unique angles, styles, and assets. Parallel Gen: The tool renders them all at once (4K + perfect text, logos, and product accuracy). Marketing Director Chair: Feed it a competitor's winning ad, and it recreates that exact style with YOUR product. Or, you can create a totally new creative campaign.

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i built a tool that lets you clone ANY video with AI saw a movie scene you want to recreate? a commercial? a music video? just upload it to this tool and get the exact structured prompt to generate it in sora 2 you no longer need to guess how to describe what you want to generate. show the tool the reference and it engineers the prompt for you. the tool analyzes: - camera movements and angles - lighting and color grading - scene composition and timing then converts everything into sora-optimized prompt structure this is how you recreate any visual style without prompt engineering experience RT + reply 'TOOL' and i'll send you access (must follow so i can dm)

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✨ New mini feature that helps you write prompts today that I got the idea from getimg .ai, an [ AI Improve ] button under the prompt box It takes your prompt, expands and improves it and adds detail One of ChatGPT's strengths is you ask it to make an image but it turns it into a really great big image prompt for its image model A detailed prompt gets better image results than a simple prompt generally: "model with green hair in magical forest" -> "a male model with striking green hair stands amidst a magical forest, where the canopy is alive with luminescent foliage. the sunlight filters through the mist, casting ethereal beams of light that dance upon the moss-covered ground. his hair appears to blend seamlessly with the vibrant emerald shades around him, almost glowing with its own mystical energy. the model wears an intricately detailed outfit that mirrors the forest's hues, adorned with delicate vines and leaves. in the background, the forest is alive with enchanted creatures fluttering about, their eyes luminescent and curious. the atmosphere is serene and otherworldly, evoking a sense of wonder and enchantment. the scene is captured with a high level of detail and a soft focus around the edges, enhancing the dreamlike quality."

@levelsio

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✨ Made a new mini feature on Photo AI: [ Grab from 3d model ] So the problem is we're at that stage in time (typical for AI) where image-to-3d models are not good enough but are fun to play with, but we know they'll be good enough in 1-2 years With [ Make 3d model ] you already can turn any Photo AI pic into a 3d model but it still looks hyper clunky and deformed, but it works! One cool idea I had to make that more useful and made now: Let people make a 3d model then change the view of the it with the 3d viewer, then press [ o ] and it grabs a frame of the 3d That image you can then [ Remix ] (img2img), and it becomes a real photo again and that in turn you can then turn into a video again with [ Make video ] So that essentially gives you a fully freeform camera position control to take photos with One thing I need to fix is the background/skybox, I kinda need to take the original photo and remove the person and just get the background for the 3d model viewer, in this case it should be white, but it's a start!

✨ Made a new mini feature on Photo AI: [ Grab from 3d model ] So the problem is we're at that stage in time (typical for AI) where image-to-3d models are not good enough but are fun to play with, but we know they'll be good enough in 1-2 years With [ Make 3d model ] you already can turn any Photo AI pic into a 3d model but it still looks hyper clunky and deformed, but it works! One cool idea I had to make that more useful and made now: Let people make a 3d model then change the view of the it with the 3d viewer, then press [ o ] and it grabs a frame of the 3d That image you can then [ Remix ] (img2img), and it becomes a real photo again and that in turn you can then turn into a video again with [ Make video ] So that essentially gives you a fully freeform camera position control to take photos with One thing I need to fix is the background/skybox, I kinda need to take the original photo and remove the person and just get the background for the 3d model viewer, in this case it should be white, but it's a start!

@levelsio

119,210 Aufrufe • vor 1 Jahr

turn any product photo into a full-blown ugc factory with n8n no models, no freelancers, no photoshop i built a workflow that takes a single product image and blends it into lifestyle shots of models -> exports ready-to-use ugc content in minutes here’s how it works: - drop any product photo into the flow - it pulls model shots from your folder auto-generates composites with your product placed naturally - saves finished images into a new folder we’ve been using it to spin out ad variants weekly want the json to try it? comment “UGC” + repost + follow and i’ll DM you the full build (must be following so i can DM)

turn any product photo into a full-blown ugc factory with n8n no models, no freelancers, no photoshop i built a workflow that takes a single product image and blends it into lifestyle shots of models -> exports ready-to-use ugc content in minutes here’s how it works: - drop any product photo into the flow - it pulls model shots from your folder auto-generates composites with your product placed naturally - saves finished images into a new folder we’ve been using it to spin out ad variants weekly want the json to try it? comment “UGC” + repost + follow and i’ll DM you the full build (must be following so i can DM)

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THIS GUY TURNED 5 PROMPTING TIPS INTO A FREE AI CEO CHALLENGE The useful part is treating every prompt like you are briefing a very fast employee who has zero context. Most people open ChatGPT and type a wish. Pros give it a job. Try this instead: 1. Give it a role Not “help me with marketing.” Say: “Act as a B2B SaaS growth operator reviewing a landing page.” 2. Give it the real context Who is the customer? What are they buying? What have you already tried? What does success look like? 3. Give it constraints Length, tone, format, audience, banned words, examples to copy, examples to avoid. A vague prompt gets a vague answer. A constrained prompt gets something you can edit. 4. Ask for options before answers “Give me 5 angles, rank them, then explain the tradeoff.” This turns AI from an autocomplete box into a thinking partner. 5. Force it to show assumptions Before it writes, ask: “What are you assuming, what info is missing, and what would change your answer?” That one line saves a lot of fake confidence. Dan Martell’s video works because the promise is simple: 5 prompting habits that make AI feel less random. The reusable move is even simpler: Stop prompting for outputs. Start prompting for decisions. Bad: “Write me a post.” Better: “Here is the source, here is the reader, here is the angle, give me 3 hooks, choose the strongest, then draft in this style.” That is the difference between getting content-shaped noise and getting work you can actually ship. Caveat: prompts do not fix weak taste, bad data, or unclear strategy. But they do expose those problems faster. If your AI answers are generic, your prompt probably has no job, no context, no constraints, and no standard for what “good” means.

THIS GUY TURNED 5 PROMPTING TIPS INTO A FREE AI CEO CHALLENGE The useful part is treating every prompt like you are briefing a very fast employee who has zero context. Most people open ChatGPT and type a wish. Pros give it a job. Try this instead: 1. Give it a role Not “help me with marketing.” Say: “Act as a B2B SaaS growth operator reviewing a landing page.” 2. Give it the real context Who is the customer? What are they buying? What have you already tried? What does success look like? 3. Give it constraints Length, tone, format, audience, banned words, examples to copy, examples to avoid. A vague prompt gets a vague answer. A constrained prompt gets something you can edit. 4. Ask for options before answers “Give me 5 angles, rank them, then explain the tradeoff.” This turns AI from an autocomplete box into a thinking partner. 5. Force it to show assumptions Before it writes, ask: “What are you assuming, what info is missing, and what would change your answer?” That one line saves a lot of fake confidence. Dan Martell’s video works because the promise is simple: 5 prompting habits that make AI feel less random. The reusable move is even simpler: Stop prompting for outputs. Start prompting for decisions. Bad: “Write me a post.” Better: “Here is the source, here is the reader, here is the angle, give me 3 hooks, choose the strongest, then draft in this style.” That is the difference between getting content-shaped noise and getting work you can actually ship. Caveat: prompts do not fix weak taste, bad data, or unclear strategy. But they do expose those problems faster. If your AI answers are generic, your prompt probably has no job, no context, no constraints, and no standard for what “good” means.

kocer

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Dreamina Seedance 2.0 is by far the best video model I've tried, and Dreamina makes it even better. You can try it in the link below. It's not just about the quality of the output, but about how much control you have over your video's look. Watch my video here. I'm attaching reference images and asking the model to generate a video using them. I can reference each image using the @ symbol to instruct the model which image to use. You can even upload a clip and use its camera movement, styles from an image, and audio vibe from a track. By the way, you can take an existing video and replace, remove, or add elements to it while the model preserves everything else. This is the closest we've gotten to "editing videos like photos".

Dreamina Seedance 2.0 is by far the best video model I've tried, and Dreamina makes it even better. You can try it in the link below. It's not just about the quality of the output, but about how much control you have over your video's look. Watch my video here. I'm attaching reference images and asking the model to generate a video using them. I can reference each image using the @ symbol to instruct the model which image to use. You can even upload a clip and use its camera movement, styles from an image, and audio vibe from a track. By the way, you can take an existing video and replace, remove, or add elements to it while the model preserves everything else. This is the closest we've gotten to "editing videos like photos".

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Cancel your next product photoshoot. Introducing Instant Studio. The AI photo studio for eCommerce. RT + Comment “Instant Studio” and I’ll send you 300 AI credits. We spent months deeply optimizing AI image models for eCommerce. Today, it’s finally here. Skip the expensive photo shoots. No more wasting time and tokens on random prompts. The first AI content studio built specifically for eCommerce is here. Your next product shoot is a prompt.

Cancel your next product photoshoot. Introducing Instant Studio. The AI photo studio for eCommerce. RT + Comment “Instant Studio” and I’ll send you 300 AI credits. We spent months deeply optimizing AI image models for eCommerce. Today, it’s finally here. Skip the expensive photo shoots. No more wasting time and tokens on random prompts. The first AI content studio built specifically for eCommerce is here. Your next product shoot is a prompt.

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This style of AI renovation video is helping RE agents and contractors close more deals (and it starts with a single photo). No staging company. No 3D rendering service. No $2K virtual staging package. Just one image and 10 minutes inside Calico AI. Here's how the system works: → Drop any room photo into the AI Room Renovator GPT → Choose a renovation style: modern, coastal, luxury → It hands you a perfectly tuned image prompt → Paste it inside Calico along with the original photo → Generate the renovated room in seconds → Open Kling 3.0 (same platform, no switching tools) — set original as start, renovation as end → Generate the animation — the room transforms before your eyes Before to after. In a video. From one photo. Drop that into a listing, an ad, or a client walkthrough and watch what happens. Comment "RENOVATE" and I'll send you the exact GPT link, prompts, and workflow (must be following so I can DM you!).

This style of AI renovation video is helping RE agents and contractors close more deals (and it starts with a single photo). No staging company. No 3D rendering service. No $2K virtual staging package. Just one image and 10 minutes inside Calico AI. Here's how the system works: → Drop any room photo into the AI Room Renovator GPT → Choose a renovation style: modern, coastal, luxury → It hands you a perfectly tuned image prompt → Paste it inside Calico along with the original photo → Generate the renovated room in seconds → Open Kling 3.0 (same platform, no switching tools) — set original as start, renovation as end → Generate the animation — the room transforms before your eyes Before to after. In a video. From one photo. Drop that into a listing, an ad, or a client walkthrough and watch what happens. Comment "RENOVATE" and I'll send you the exact GPT link, prompts, and workflow (must be following so I can DM you!).

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Seedance 2.0 is insane. Blender previs is having a moment in AI filmmaking for a reason. I wanted to see how far I could push the workflow beyond a simple camera move in an ambush scene. The workflow: 1. Make a start image in Midjourney 2. Block it out in Blender, animate the camera 3. Feed both to Seedance The more I test this pipeline, the more convinced I am that hybrid pipelines are the future. The conversation is moving fast but previs is one of the clearest unlocks so far. Seedance still isn't perfect at matching the reference but it's close. You can experiment with staging, timing, and camera movement before you ever touch the video model. Solve the scene before you generate the shot.

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ONE AI AGENT CAN TURN EMPTY BACKYARDS INTO POOL CONTRACTOR LEADS BEFORE THE HOMEOWNER EVEN ASKS FOR A QUOTE It works like this: AI scans expensive homes, finds large backyards without pools, generates a realistic pool preview, estimates the potential value increase, and turns it into a personalized sales pitch. It’s a fully automated workflow that: > Finds homes worth $600K-$2M > Detects large unused backyards with no pool > Generates a realistic before/after pool visualization > Estimates project cost and potential home value upside > Turns everything into a ready-to-send offer for the homeowner or contractor The valuable part is not that AI can make a pretty image. It’s that the buyer sees the outcome before anyone sells it to them. That changes the whole offer. You are not saying "we build pools." You are showing the exact pool that could exist in their backyard. And in the article below you’ll find 4 more AI automations that can turn boring workflows into real revenue

ONE AI AGENT CAN TURN EMPTY BACKYARDS INTO POOL CONTRACTOR LEADS BEFORE THE HOMEOWNER EVEN ASKS FOR A QUOTE It works like this: AI scans expensive homes, finds large backyards without pools, generates a realistic pool preview, estimates the potential value increase, and turns it into a personalized sales pitch. It’s a fully automated workflow that: > Finds homes worth $600K-$2M > Detects large unused backyards with no pool > Generates a realistic before/after pool visualization > Estimates project cost and potential home value upside > Turns everything into a ready-to-send offer for the homeowner or contractor The valuable part is not that AI can make a pretty image. It’s that the buyer sees the outcome before anyone sells it to them. That changes the whole offer. You are not saying "we build pools." You are showing the exact pool that could exist in their backyard. And in the article below you’ll find 4 more AI automations that can turn boring workflows into real revenue

Asteri

10,900 Aufrufe • vor 1 Monat

CLAUDE DESIGN SKILLS CAN TURN A $20 PLAN INTO A JUNIOR DESIGN SYSTEM ASSISTANT A blank prompt makes Claude judge design like a generalist, one screen at a time, with too much room for random taste and vague feedback Design Skills give it a repeatable way to look at interface work: spacing, hierarchy, contrast, component consistency, states, layout rhythm, and the small visual rules that make a product feel finished That is where it becomes useful for a designer, it can review a rough screen, catch what feels off, suggest a cleaner structure, keep repeated components aligned, and explain the changes in a way that feels closer to a design lead than a prompt response The value is not that Claude becomes "creative" and the value is that its judgment becomes repeatable, so the same design standards can be applied across every screen instead of being rebuilt from scratch in every chat Check the full article about cowork and skills below

CLAUDE DESIGN SKILLS CAN TURN A $20 PLAN INTO A JUNIOR DESIGN SYSTEM ASSISTANT A blank prompt makes Claude judge design like a generalist, one screen at a time, with too much room for random taste and vague feedback Design Skills give it a repeatable way to look at interface work: spacing, hierarchy, contrast, component consistency, states, layout rhythm, and the small visual rules that make a product feel finished That is where it becomes useful for a designer, it can review a rough screen, catch what feels off, suggest a cleaner structure, keep repeated components aligned, and explain the changes in a way that feels closer to a design lead than a prompt response The value is not that Claude becomes "creative" and the value is that its judgment becomes repeatable, so the same design standards can be applied across every screen instead of being rebuilt from scratch in every chat Check the full article about cowork and skills below

Penguin

10,349 Aufrufe • vor 1 Monat

i used AI to make an ad for an AI tool one product image. one prompt. it generated a cinematic cookie breaking apart in slow motion. no studio. no photographer. no edit. The tool is called eComrads it’s not even launched yet and it just marketed itself?

i used AI to make an ad for an AI tool one product image. one prompt. it generated a cinematic cookie breaking apart in slow motion. no studio. no photographer. no edit. The tool is called eComrads it’s not even launched yet and it just marketed itself?

K

17,387 Aufrufe • vor 4 Monaten

THIS GUY SPENT 5 MINUTES SETTING UP A $20 CLAUDE WORKSPACE AND TURNED 30 MINUTES OF DAILY PROMPT CHAOS INTO A SYSTEM Most people open Claude, type 1 messy prompt, rewrite it 10 times, get the same generic answer and call the model “bad.” He opens Claude Cowork, adds the project rules, past context, working files, examples, decisions and a clean place for the model to remember what it is doing. Same Claude. Same $20 tool. Completely different output. The funny part is there is no magic prompt here. No secret template. No “10x Claude” trick. Just the boring layer Karpathy keeps pointing at: context, memory and structure before output. A setup like this can save 30 minutes a day, which is 15 hours a month. If you use Claude for client work at $50 to $100/hour, that is $750 to $1,500/month in time you stop burning on repeated prompts. The model is real. The output is real. The edge is in not making Claude start from zero every single time.

THIS GUY SPENT 5 MINUTES SETTING UP A $20 CLAUDE WORKSPACE AND TURNED 30 MINUTES OF DAILY PROMPT CHAOS INTO A SYSTEM Most people open Claude, type 1 messy prompt, rewrite it 10 times, get the same generic answer and call the model “bad.” He opens Claude Cowork, adds the project rules, past context, working files, examples, decisions and a clean place for the model to remember what it is doing. Same Claude. Same $20 tool. Completely different output. The funny part is there is no magic prompt here. No secret template. No “10x Claude” trick. Just the boring layer Karpathy keeps pointing at: context, memory and structure before output. A setup like this can save 30 minutes a day, which is 15 hours a month. If you use Claude for client work at $50 to $100/hour, that is $750 to $1,500/month in time you stop burning on repeated prompts. The model is real. The output is real. The edge is in not making Claude start from zero every single time.

Gipp 🦅

14,871 Aufrufe • vor 1 Monat