YouTube Skills for AI agents

The connector-fit theme has four comments, not four independent threads. Supplied transcripts do not explain that step.

Fictional example data. These describe structure, not wording; the next title and script should be written from the creator's own tests. Template 1 is supported by three videos; template 2 by one, so it is weaker.

Fictional example data. Tags: 4; counted characters 87 of 500 (3 commas included; +2 for each tag with a space). - hangboard training: 20 - hang board: 12 - fingerboard climbing: 22 - finger strength for climbing: 30

Before you organize every note, pick one question you want to answer. Open a note that helps with that question. Add a sentence explaining why it matters, then link to the next useful note. This is a small workflow to try, not a promise that one system fits everyone.

Fictional example data. Correction: at 6:40 I said 4 ohm. The Wren-2 drivers are 8 ohm. The kit includes the cabinets, drivers, crossover boards and wire, but no amplifier. Soldering starts at 4:15. Kit: example.com/wren2

Concept: one joint diagnostic demonstration, “Cable or connector?” PatchBench contributes its existing cable-continuity demonstration; SocketSketch is invited to contribute a connector-fit demonstration.

You can now check the cable. Next, check connector fit before replacing the socket. Open the connector-fit video for a closer look at loose and firm connections.

The YouTube total of 300 already contains membership receipts of 50, so the membership component is not added again.

Start with one question, then connect the notes that help you answer it.

Fictional example data. The goal (two long videos and two Shorts) needs A + B + E = 19.0 h against 10.8 plannable hours, 8.2 h short. This week can finish one long video and two Shorts. B moves to next week; C after that. Spare: 4.0 h (3.0 on Saturday, 1.0 on Sunday), of which 2.7 h is the buffer. A is published on Saturday, so its work needs 7.5 of the 11.5 hours from Monday to Saturday.

Fictional example data. Change for the next upload. Open with the problem in the viewer's words, as pb-08 does, and move the greeting, shop news and reminders to after the first step (or to the end). If there is a sponsor, place the read after the first concrete step.

Fictional example data. - Likely cuts (C01, C02, C04, C08): 8.1 s. Raw 108 s becomes about 99.9 s. - Check-first rows (C03, C05, C07, C10, C11, C12): 20.8 s. Cutting all of them as well would give about 79.1 s, but C07 and C10 are probably demonstrations. - Kept: C06 (deliberate repetition, 1.5 s). C09 is inside C08.

Fictional sample data. From 2:07.0 to 2:38.5, retention falls 14.2 points, from 64.0% to 49.8%. That is 8.7 times the typical rate of decline in the body of this video. Relative retention falls from 0.55 (above typical for videos of this length) to 0.35 over the same span. The sheet-building resumes at 2:50.0 ("Okay, back to the sheet"), 48 seconds after the story began. The title promises a budget sheet in 10 minutes; the backstory does not move the sheet forward. Not established: Why viewers left. The transcript shows what was said, not what was on screen (for example whether the sheet stayed visible during the story) or the audio.