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.
Anthropic's coding agent
Five Claude Code Skills, one unattended content pipeline: persona cloning, sourcing, drafting, image generation, and scheduled publishing. A workflow automation pattern built on single-responsibility design and file-based handoffs — each step reads exactly what the last one wrote.
Your agent can call Claude Code. Can it do that at 3am without crashing, hanging, or silently failing? Bridge middleware handles process management, timeouts, interactive prompts, and automatic recovery, after two months running 10 agents in production.
Delegated work without a receipt is not delegated, it is just moved somewhere you keep checking. Three ways to close the loop: Hooks for a quick script, Channels for two-way chat, and a Hermes MCP bridge for cross-device push, with config code for each.
A long conversation degrades; a plan held in a script does not. Split an objective into dozens of subtasks, run them in parallel, cross-verify, and return only validated conclusions. Six patterns, a decision table, and the cost controls workflow automation software needs before running unsupervised.
Three times a day you check the same page, and three times a day nothing has changed. That is not your work, that is a watch. Ten ready-to-run loops, the interval rule that keeps the bill sane, and the one line every loop needs so it stops on its own instead of running all weekend.
Subagents run well-defined tasks in isolated contexts so the main session stays clean. One dispatch rule: high intermediate noise, short final output. Start read-only, grant the fewest tools possible, run three real tasks. Copy-paste config plus the hidden costs in workflow automation software.
Plugins bundle skills, commands, subagents, hooks and outside connections into one installable unit - 30 seconds to install, which is exactly why the security check matters. Browse the official directory, verify a plugin loaded, judge its reach, and package your own workflow automation software.
160,000+ Skills exist, so availability stopped being the constraint and selection took over. A SKILL.md that searches registries, the web, and GitHub in parallel, deduplicates, and ranks every candidate across six dimensions with install commands attached.
A prompt you retype is not a habit, it is an undocumented procedure. Saving it changes who is allowed to run it — which is the part that matters.
A written instruction depends on the model remembering; a checkpoint does not. Eight lifecycle moments where your script fires automatically, where the config lives, how to write one that blocks dangerous commands, why three is the ceiling, and how to debug workflow automation software hooks.
Permission prompts are not friction - they are what makes file-editing safe for real projects. Six modes compared, allowlist and denylist rules, the five-layer config priority chain, the OS sandbox as a second defence, and the one setting business process automation should never use.
The trigger words most guides still teach stopped doing anything. Here is the live mechanism: effort levels as the primary control, ultrathink as a single-turn boost, a decision framework by task difficulty, and the point where deeper business process automation stops paying.
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.