A 30-minute video is too long for one conversation. This guide walks the 8-step Skill that locks the narration and one look, then gives each 3-minute segment to a fresh sub-agent, five at a time, and polishes the cut in an empty-context session.
The folder structure behind my AI agent team, the Herdr setup where Grok Build, Claude Code and Kimi Code work side by side, and the two live tasks from the video: an article published by voice and a three-model front-end test.
Eight folders of plain Markdown, a CLAUDE.md index in each, and seven prompts that make your agent interview you. Every prompt, template and command from the video, in order.
Make and grow content with AI: video, images, voice, writing, YouTube
A title is not a summary, it is a one-line pitch competing for a split-second decision. Seven emotional hook types with steal-ready templates, a content-matching matrix, power word rules, length limits, and A/B results from real uploads.
Design budgets were shaped by a constraint that no longer exists, and most teams have not redrawn them. Once variants are nearly free, money stops being the bottleneck and taste starts. That handover is the awkward part of any move to automate business processes.
Treating every post as a fresh project is what turns one creator into the bottleneck for four platforms. Writing faster does not fix it; defined handoffs between five stages do. Workflow automation software, pointed at editorial work rather than at invoices.
Publishing eats your week through research, SEO fields, images, and uploading — not writing. Here is the 10-step workflow automation pipeline that takes a topic to a published draft on one command, and the data contract that lets each step hand off cleanly to the next.
Your agent starts every session from zero because nothing about how you work is written down. An 8-layer knowledge base — brand, memory, workflows, tools, specs — plus two full production demos where only the knowledge base changes and the output changes completely.
The code licence and the weights licence are two documents, and usually only one of them gets read. Sort the field into synthesis, cloning, and conversion first, then let commercial terms cut the list before an ai assistant for business ever speaks.
Sameness is not a design problem, it is a memory problem: nothing carries a decision from one article to the next. One style drawn per article, held across every image inside it.
You need one good image, not a pipeline. Pick a tool, drop one reference, paste one prompt — done in 60 seconds. Five copy-ready templates, plus a checklist for telling when a job is genuinely big enough to deserve real workflow automation instead.
Prompts drift; reference images do not. A 5-step workflow automation setup that locks palette, composition, and texture across every illustration by anchoring to a single reference image — plus custom styles, platform aspect ratios, and storage backends.
Seasonal demand makes owned hardware the expensive option and the slow one at the same time. Seventeen ComfyUI platforms across four tiers, where choosing among ai automation tools comes down to billing shape rather than the spec sheet.
Revisions eat the schedule because text-only generation hands back a middle nobody chose and ends that wander off the board. Ten keyframe prompt templates lock both endpoints up front, so what lands in between is a decision instead of a surprise.
An unused feature bills you in wasted renders, one hopeful attempt at a time. Constraining a request turns output from a lottery into a process, which is why the cheapest place to automate business processes is inside software you already pay for.
When I figure out how to get something real done with AI, you get the write-up — every step, including the parts that didn't work.