Research · Free skill file
Two different failures. Two different fixes. Most advice fixes one and quietly breaks the other.
Get the skill fileMoment to moment. It runs on unanswered questions and it is what your retention graph measures. When it fails, people leave, and you can see exactly where.
It starts when the video ends and decides the next view, the subscribe, the share. It keeps the most intense moment and the last one, and discards almost everything else, including how long the video was.
This is why the did fine, no subscribers video is so confusing. Steady retention, no peak, an ending that was really an outro. Nothing in the graph shows that failure, because the graph only measures the first clock.
A dip in the middle is survivable. A weak ending is not.
Duration barely affects how an experience is remembered.
People judge a past experience by its most intense moment and its final moment. The peak-end effect measures larger than the effects of trend, variability and duration. So “make it shorter” is usually the wrong note: cut what lowers the peak or delays the ending, and stop cutting to hit a number.
Kahneman and colleagues on the peak-end rule; meta-analysed 2022
Curiosity needs partial knowledge. Withholding everything creates none.
Curiosity is a response to a perceived gap, so the viewer has to know enough to feel what is missing. It sits on an inverted U: it peaks when you know a little and collapses when you know nothing or already know it all. Being cryptic is not being intriguing.
Loewenstein, information-gap theory, 1994
Immersion suppresses counterarguing.
Absorption into a story measurably reduces critical engagement. Its components are attentional focus, emotional engagement and mental imagery, which is why concrete sensory detail is not decoration: it is the mechanism that stops the viewer arguing with you. One inflated claim switches the argument back on.
Green and Brock, narrative transportation, 2000
A flat emotional line is not one of the shapes that works.
Analysis of around 1,300 works found emotional arcs cluster into a handful of shapes. The useful point for a creator is not which to pick, but that variation is the common factor. Beats of uniformly mild interest give you no peak to remember and nothing to fall from.
Reagan et al., emotional arcs, EPJ Data Science 2016
Tension does not require conflict.
Introduction, development, a turn that reframes what you have been watching, and a reconciliation. The turn is a change of meaning rather than a problem to solve. This is the structure for travel, cooking, build and review videos, where hunting for an antagonist produces the forced tone audiences spot instantly.
Kishōtenketsu, Japanese four-act structure
Not a teaser version. One rule, printed straight from the download:
**Curiosity is not created by withholding everything.** This is the most common error and
the research is unambiguous. Curiosity is a response to a *gap*, which means the viewer has
to know enough to perceive what is missing. Loewenstein's information-gap account puts
curiosity on an inverted U: it peaks when you know a little, and collapses when you know
nothing at all or know it all already.
too little "Something happened last week." no gap, because no frame
right "The council sent one letter. It cost me the house."
too much "The council sent a letter on the 14th, so I appealed and won."
Give them the frame. Withhold the resolution. Being cryptic is not being intriguing.Drop it into Claude, Cursor, or anything that reads a skill file, and it changes how that assistant answers when you paste in a beat sheet. It diagnoses structure instead of rewriting for you, because the point is to get better at this rather than to keep buying outlines. Every claim in it is sourced, so you can check the research rather than trust me.
For the individual narrative mechanics with worked examples, storytelling techniques covers open loops, escalating stakes and the promise-payoff contract one at a time. For the opening specifically, The Hook Book is the first fifteen seconds. The free story module walks the whole thing from scratch.