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4 contributions to AI Creator Academy
Hi everyone! Emily Harper from the US — how I stopped losing AI multimedia prompts and video workflows
Hey everyone! I’m Emily Harper from the US. So glad to be here with you all! I was constantly losing good AI video prompts, talking head workflows, and graphic design templates scattered across random doc files, chat histories, and screenshots. Now I keep everything in one canvas: - Project = Month (e.g., September - AI Content Production & Scaling) - To-do = Assets to build (Trial talking head clone, YouTube thumbnail layout, weekly workflow test due date) - File = Best-performing prompt guides and monetization blueprints saved - Multimedia & Video Generation Tools = For wiring up avatar clones, rendering AI video scenes, and batch-creating visual assets - Structured Content Pipelines = The core engine for organizing image styles, thumbnail layouts, and prompt libraries without the guesswork - XAMPP & Local SQL = Where custom workflow databases, script archives, and local development logs are configured and backed up locally - Floment AI = Takes my rough idea "stunning AI talking head script for a tech review" and drafts 3 hook variations + scene breakdown prompts in 2s
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Copyright Infringement from Seedance 2.5
Seedance 2.5 is rejecting the Tom & Jerry Style prompt due to copyright infringement. Prompt was copied straight from Atomic Gains library. Any idea why the problem ?
0 likes • 2d
It may be because Seedance is becoming more aggressive with IP-related prompts, especially when the request directly references recognizable copyrighted characters like Tom & Jerry. Even if the prompt itself was copied from the library and worked before, the model’s current safety checks can still block it. I’d be curious whether removing the character names and describing the visual style more generally changes the result.
AI content gets a lot easier when you stop starting from scratch
I’ve been playing around with AI multimedia tools lately, and one thing became pretty obvious: The hard part isn’t finding another tool. It’s figuring out how to turn all these tools into an actual workflow. For example, a simple content workflow could look something like: Idea → Script → Image/Video → Edit → Publish I might use ChatGPT or Claude to develop the idea and script, Midjourney or another image tool for visuals, and CapCut to pull everything together. Then I like having Floment as the place to organize the actual projects and tasks around it. Otherwise, it’s surprisingly easy to have AI generate a mountain of content while the actual publishing part gets forgotten. 😂 The real unlock seems to be building a repeatable process where you’re not reinventing everything every time you sit down to create. Once you have that, experimenting with new AI tools becomes much more interesting because you can simply plug them into a workflow you already understand. For the creators here, what part of your AI content workflow have you managed to streamline the most so far?
1 like • 6d
This is a great way to look at it. I think having a repeatable workflow is much more valuable than constantly collecting new AI tools. Once the process is structured, you can swap tools in and out without rebuilding everything from scratch. The idea-to-publish pipeline makes a lot of sense.
The AI builder stack I’d actually keep around
Every single week, a new generative model, editing interface, or creative workflow drops into our feeds promising to change everything. The hard part isn't discovering them. It’s figuring out which ones actually earn a permanent spot in your daily operations instead of just collecting dust in your bookmarks. This is the lean stack I rely on to actually get things done: Atomic/Creative AI Tools: For rapidly generating and iterating on customized 3D graphics, promotional video clips, and high-converting digital poster assets. n8n / Make: For wiring up backend automation logic and moving data between apps without hitting the frustrating limits of basic integrations. Apify: My go-to tool for heavy data extraction, web scraping, and gathering the raw market intelligence needed for digital content campaigns. GoLogin: Critical for managing isolated browser profiles securely, keeping multi-account creative operations clean, and avoiding friction during social outreach. XAMPP & Local SQL: Where custom web assets, dashboards, and local database environments are configured, tested, and fine-tuned before going live. Floment: Useful for organizing community engagement, sharing workflows, and keeping discussions structured in one place. The bigger lesson here is that stacking tools just because they are trending is a fast track to burnout. I’d rather find a real creative bottleneck → map out a clean system → test the workflow → deploy it → and make sure it actually produces high-impact visuals. That’s a much better way to build digital assets than chasing every shiny object on the internet. What core creative tool or AI asset are you actually building with inside AI Creator Academy right now?
0 likes • 7d
@Tony Iverson Exactly! 🙌 Tool clutter can easily become another form of procrastination. I like the idea of keeping the workflow simple and having everything tied to the actual deliverables. Figma is great for quickly visualizing ideas, and keeping the execution organized makes it much easier to actually ship. 🚀
1-4 of 4
Emily Harper
1
3 points to level up
@emily-harper-3932
Helping creators optimize structures, scale audiences, and slash software overhead. 🚀

Active 6h ago
Joined Sep 2, 2026
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