Lesson Script Writer
Online course videos compete with Netflix, TikTok, and the student's own procrastination — not with university lectures. The Lesson Script Writer writes scripts engineered like shows, not transcribed like talks — the difference between a course people finish and one they abandon.
What this skill does
Written-for-reading and written-for-speaking are different crafts, and online course videos add a third constraint on top of that: the student already paid but hasn't yet committed to this lesson. Every lesson competes against the urge to skip ahead, close the tab, or "come back to it later." That's why the average course finishes at 5-15% and the courses that hit 40-60% are the ones scripted like shows — deliberate hooks, micro-checks, pattern interrupts, forward bridges. None of that happens by accident.
Every lesson starts with a hook in the first 30 seconds. Not "welcome back to Module 3" and definitely not an agenda. A hook — bold claim, result tease, mistake confession, or preview of the finished thing. The skill picks the right hook pattern for the lesson type and writes it cold. Then a context bridge connects what the student already knows to what's coming next, because that's how adults learn — by anchoring new information to existing mental models. Without that bridge, the new content floats and the student tunes out.
The core teaching follows the Chunk-Check-Connect model. Each "chunk" is one idea, 2-4 minutes of explanation, with a micro-check after it ("pause and apply this to your situation") to force active processing — the difference between 10-20% retention at 24 hours and 40-60%. Then a connect line that ties the chunk back to the bigger picture so the student knows why this matters for what they're trying to do. A 10-minute lesson has 2-3 chunks, not seven, because depth beats breadth and the brain can't hold seven new ideas in working memory at once.
Pacing is engineered, not improvised. The 3-minute rule says no continuous explanation runs longer than three minutes without a pattern break — switching from talking head to screen share, asking a direct question, showing a visual, telling a brief story, shifting vocal energy. Energy arcs are written for the lesson type: concept lessons build to a peak at the key insight, demonstrations stay calm with enthusiasm at "aha" moments, guided practice lessons run encouraging-patient-celebratory. The script is formatted with all of this baked in — direction notes in brackets, visual cues in brackets, vocal emphasis in bold, pauses and beats marked for delivery.
Output is the full script in teleprompter-ready format, an estimated runtime based on speaking pace (150 wpm for teaching), a visual requirements list (screen shares, slides, B-roll the creator needs to prepare), and a key-moments timestamp list for editing. The close gets specific attention: 60-90 seconds with a fresh-language summary (never word-for-word repetition), a forward bridge that creates momentum to the next lesson, and a specific action prompt if there's an exercise. For re-recordings, it flags which sections changed so the creator can splice rather than record from scratch. The script won't say "as I mentioned earlier" — that makes the viewer feel they missed something. It restates the point naturally instead.
When this triggers
- ·Your lesson recordings sound like a textbook read aloud and students are dropping off in the first two minutes
- ·You have a lesson plan and need it turned into a script you can actually read on camera
- ·Your course averages 12% completion and you suspect the videos themselves are the issue
- ·You need pattern-interrupt cues and screen-share moments marked in the script, not added in the edit
- ·You're re-recording an existing lesson and want to splice rather than start from scratch
Example
Trigger
User: 'Concept lesson, ~10 mins, on positioning for freelance designers. Module 2 of the course. Talking head + screen share. My style: direct, slightly contrarian.'
Output
Target: ~1,500 words at 150 wpm. [HOOK — TALKING HEAD, 25 sec] Most positioning advice for freelancers is for agencies pretending to be freelancers. It assumes you have a sales team. You don't. Here's what positioning actually means when it's just you. [CONTEXT BRIDGE — 35 sec] Last lesson, you built your client list. Today we figure out which of them you're actually for. [VISUAL CUE: cut to whiteboard / positioning matrix] [CHUNK 1: The two-axis trap — 3 min] Most positioning frameworks use two axes. They're wrong for one specific reason... [Direction: slow down on the next line] [MICRO-CHECK] Pause. Look at your last 5 invoices. What's actually common across them? Keep that in mind. [CHUNK 2: The single-vector model — 3 min] ... [CLOSE — 70 sec, callback to hook + forward bridge] Next lesson: turning this into a one-line statement you can put on your homepage. Before you move on, do the exercise in the worksheet — it takes 12 minutes and the next lesson builds directly on it. + Visual requirements list (3 items), key-moments timestamps, runtime estimate.
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- 158-line SKILL.md, ready to drop into ~/.claude/skills/
- Tested through 3 Karpathy-loop iterations (versions v1.0.0 → v1.3.0)
- Triggers automatically when relevant — no command to remember
- Lifetime updates as the skill is refined further
More from Course Creation
Understands that a great course is not a content dump organized by topic — it is a transformation sequence that takes a student from Point A (where they are now) to Point B (where they want to be)…
Understands that course sales pages are not product pages — they sell transformation, not information
Doesn't write the book. Architects it so thoroughly that the writing becomes execution, not invention
Most lead magnets are either too thin (a one-page checklist that feels like a waste of an email address) or too generous (a 50-page ebook that cannibalizes the paid product)
Most course quizzes are trivia games: "In lesson 3, the instructor mentioned which framework? That tests memory, not capability
Engineered for two things that pre-recorded content cannot achieve: real-time practice with feedback and social accountability from doing the work alongside other people
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