01
Pick the result
Name one thing you want to finish: a listing presentation, a repeatable follow-up draft, or a workflow that stops failing.
THE LEARNING PLAYBOOK
Less watching.
More building.
Use AI to turn a YouTube playlist or a Skool classroom into a short plan for the work you actually need to do.
THE RULE
A course is a repair shop, not a hobby. Bring one problem. Leave with one working result.
JOSHUA'S APPROACH
Give the AI your priorities first.
A great tutorial can still be the wrong tutorial for you. The useful question is: what helps me finish my next real task?
02
Bring the source
Paste a playlist, lesson list, notes or captions you can access. For a Skool course, use material you have permission to use.
03
Ask for the cut
Have AI rank watch first, skim and skip against your goal, available time and tools you already use.
04
Build before more video
Try one small step. Record what worked, what failed and the next question. Let that question choose your next lesson.
COPY IT. MAKE IT YOURS.
Your next learning session, planned.
Choose your constraints. Copy the prompt into the AI assistant you already use, then add your source material.
This page creates the prompt locally in your browser. You don't need to sign in here. If your AI cannot open a link or read captions, paste the text instead.
A REAL EXAMPLE
The Jack Roberts learning cut.
Joshua's July 2026 course notes prioritized memory, reliable routines and review over repeating setup. The useful lesson: borrow the idea that fills a gap in your stack.
Routines + monitor in production
Start with the lessons on recurring work and observing failures if your current problem is a workflow that needs checking.
Original watch plan: Power Features, lesson 6; Compliance & Maintenance, lesson 4.
Build target: one check that reports a failure clearly before you add more automation.
The 3 levels of memory
Understand what information belongs in short, medium and long-term memory. Compare each role with the tools you already have.
Original watch plan: Memory System, lesson 1.
Build target: a simple map of what your assistant needs to remember and where it belongs.
Autonomous critic loop
Choose this when your assistant produces work that needs a stronger review step. Define what a good result must pass.
Original watch plan: Power Features, lesson 11.
Build target: a review checklist and a separate critique before you use the result.
Verify the work + debug like a pro
Pull the review and debugging lessons when your checks are weak. Read your notes first, then watch the part that answers the open question.
Original watch plan: Build a Real Website, lessons 9–10.
Build target: reproduce one failure and verify the fix.
Build your Hermes agent
The July 5 lesson notes kept one useful idea: back up the assistant's knowledge. They skipped a second agent stack that duplicated existing tools.
Reviewed lesson notes: Hermes Agent, lesson 1, July 5, 2026.
Build target: a recoverable backup of your own non-sensitive configuration. Your needs may differ.
HTML presentations
Choose this when a real presentation is the next deliverable. Save unrelated design tools for a task that actually needs them.
Original watch plan: Design Systems, lesson 2.
Build target: one clear presentation you can use.
Setup + a second memory system
Skip foundations you already use confidently. Park a new database, knowledge app or agent package if an existing tool already does that job.
Original watch plan: Foundation + Setup. July lesson notes and follow-up memory review.
Revival trigger: a specific repeated problem your current setup cannot handle.
FROM A PLAYLIST TO A SHORTLIST
Watch the screen when the screen matters.
You need the clicks
A visual setup, design critique or live troubleshooting demo can be worth watching. Ask AI to identify the relevant segment only when timestamps are available.
You need the idea
Read a caption-based brief for the steps, tradeoffs and one next action. Open the video if something important is unclear.
You already do the job
Repeated beginner setup and duplicate tools go to the bottom. A new title or a dramatic claim doesn't create a new priority.
This distinction also informed Joshua's September 27, 2026 video learning guide: some videos needed visual attention; others were briefed from captions or skipped. A title-only ranking is provisional, not transcript analysis.
JACK ROBERTS · YOUTUBE NOTES
Three videos. The useful parts, pulled out.
These public takeaways come from the September 27, 2026 caption-based briefs. All three received “Read the brief” in that learning guide. Read the idea below first; open the video when you need more detail.
Sort the simple decisions first
Useful idea: separate yes/no, pick-one and scoring tasks from open-ended writing. Start with a small, labeled sample and check the decisions before expanding.
Try it: give your AI ten fictional support requests and three categories. Review each classification and note where the categories are unclear.
Jack's micro-decision-model demo · 11:53 · Caption brief reviewed September 27, 2026. Creator benchmark and cost claims were not independently verified; no savings claim is repeated here.
Give your AI staff clear jobs
Useful idea: one coordinator can decide who owns a request. Specialists need a clear role and only the tools needed for that role.
Try it: write a coordinator instruction: “When I describe a task, name the owner, deliverable and next step.” Test it before creating additional assistants.
Jack's multi-bot organization demo · 17:01 · Caption brief reviewed September 27, 2026. The original verdict favored reading the roles and steps over watching UI clicks. Pricing and product comparisons are not current verified recommendations.
Make your design rules reusable
Useful idea: use real data, consistent typography and one coherent visual style. Keep the successful style as a reference for the next graphic.
Try it: give your AI a reference image you can use, your type and color choices, and one verified fact. Ask for one graphic, then review readability on your phone.
Jack's motion-graphics design demo · 16:32 · Caption brief reviewed September 27, 2026. The original verdict kept the prompt patterns in text. Tool capabilities, licensing and quoted costs require a fresh check before use.
PUBLIC CREATOR LINKS
Choose by the job you need done.
Start with public videos from these creators. Apply the same filter before adding another course or community.
Creator identities checked against their public YouTube pages on October 5, 2026. These links are starting points, not a guarantee about every video or a paid-community recommendation.