| Hard | Every film opens with a welcome and closes with an end note. | A playlist of lectures from different rooms and presenters should open and close the same way. |
| Hard | The running order is welcome, objectives, lecture, end note, takeaways. | Who and what first, then the goal; the film ends on what to carry away. |
| Guide | The welcome and end note are 5 seconds each by default. | The hook of a lecture should not arrive late; a long title sequence costs viewers before the teaching begins. |
| Guide | They carry music and no voice by default. | A student does not need five words read aloud, and reading them stretches a 5-second card to about 17. |
| Hard | All card copy comes from the course sheet row for the recording. | Nothing is retyped or guessed; the card cannot disagree with the course record. |
| Hard | Missing lecture metadata stops the build. | A title card built on guessed names is worse than no film. |
| Hard | If the presenter's name is not settled, the cards carry no name. | The honest card has no name rather than the wrong one. |
| Hard | Beats are fractions of the card's length. | Changing the length re-times the card instead of breaking it. |
| Hard | Everything is on screen a little past halfway, then held. | A card still arriving at the cut reads as a glitch. |
| Guide | The presenter's name arrives last. | The eye goes from what the lecture is to who is teaching it. |
| Hard | The cards use the lecture's own renderer, fonts and template style. | They belong to the same film rather than looking like a separate bumper. |
| Hard | The cards stand on the presenter's stage ground. | The film opens and closes on the same set the presenter appears on. |
| Hard | No progress bar or clock on the cards. | Those describe the lecture; a title card is not part of its length. |
| Guide | The music cue is exactly the card's length and resolves at its end. | A cue faded down mid-phrase sounds like a mistake. |
| Hard | Music alone is levelled to −20 LUFS, narrated cards to −16. | A bed with nothing over it, at speech level, would be the loudest thing in the lecture. |
| Guide | A supplied track is cut starting on a bar line. | A bed that starts mid-bar sounds wrong even to someone not listening for it. |
| Guide | Everything below 72 Hz is removed from synthesised cues. | It is only rumble, and on laptop speakers it becomes buzz. |
| Hard | Pieces must match in frame size, pixel format and frame rate before joining. | Joining mismatched pieces would reframe one of them. |
| Hard | Every piece's sound is normalised to one format before joining. | Mixed formats can be silently dropped or drift out of sync deep into the film. |
| Hard | The joined film must be within 0.35 s of the sum of its parts. | Anything more means something was dropped. |
| Hard | The logo is burned in after the join, over the cards too. | The mark must not blink at the joins. |
| Hard | The narrated option refuses to run without a narrator matched to the presenter. | A mismatched voice is worse than a stopped build. |