Claude, Documented
A teardown of the deep-explainer skill — Brutalist's multi-episode documentation format for complex, multi-part content.
A teardown of the deep-explainer skill — Brutalist's multi-episode documentation format for complex, multi-part content.
This episode covers the episode-cut law (how the machine divides a source into episodes), the beat-mix contract (lane histograms, max-run rules), the pantry law (vox subjects and what earns a pantry plate), the run structure (handoff blocks, intra-act continuity), and the two gates (Gate D1 slate previz and Gate D2 shopping manifest). The reel demonstrates the skill by being a compliant instance of it.
📂 Download the toolkit: https://github.com/nikbearbrown/brutalist.art
▶ Series: Brutalist — Claude for Video Production
▶ The full series playlist — Brutalist https://www.youtube.com/playlist?list=PLG9H-C6rp5RU
Transcript
A lightly formatted transcript of the video, with timestamps so you can jump to any section on YouTube.
[0:00] Hello, this is Liam in for Bear. Today's Ask turns the camera on itself. We're tearing down Deep Explainer, the skill that makes episodes exactly like this one. The answer is already on screen, a documentary body with a quota stills a human left in a pantry and two gates that refuse to let the machine get ahead of the audio. Act one, the episode cut, same book ends as every reel on this channel and a completely different middle. Three siblings share one skeleton, cold open in the composer verdict your turn title outro. AI Explainer fills the middle with a tight reel. Deep Explainer fills it with acts, a documentary that
[0:35] Runs 5 to 10 minutes. The routing test is scope, one insight that's an AI Explainer, mostly math math Explainer, mostly a build Cly Explainer. Deep Explainer takes the multi-act concept, several linked mechanisms, each needing its own instances and evidence, a chapter not a claim. So picture the genre as an editing bench, labeled bins, physical strips of film, every strip cut to the voice that will run under it. The machine assembles, the human curates. That division of labor is the whole design. The spine is fixed and short, B00 cold open, acts one through N, verdict your turn, title reread. Every act opens with a card naming it. In a
[1:13] 10-minute film, the viewer always knows where they are. Act two, the beat mix contract, the quota this genre exists for in the skill's own words. Count body beats only book ends exempt. Vox 20 to 25%, man 'em 25 to 40, remotion 30 to 45. Cards take the remainder. Four lanes, hard numbers linted at the plan gate before anything renders. Why legislate a mix? Because the failure modes are real cuts someone made. Push everything into remotion and the film flattens into a deck. Push everything into vox stills and it's a slideshow with a narrator. The texture is the mix. The lint has teeth. Vox share outside 15
[1:51] To 30% draws a warning. Outside 10 to 35, it fails the plan. More than two consecutive beats in one lane warns two, except inside a run where sameness is the point. Rhythm is codified, too. 7 to 14 seconds a beat, 25 to 45 words of narration, 30 to 50 beats an episode. Planning estimates at 2.9 words a second, but the measured audio is the only clock that counts. Act three, the pantry law, the one lane the machine cannot fill alone. A Vox beat generates nothing. It expects a still waiting in a folder called pantry, like preserves on a shelf labeled by beat. The contract in the
[2:28] File's own words, the human supplies the plate, the machine supplies the motion. Watch the treatment run. Desaturate around 80%, contrast up to 1.15, seated on the cream stage, film grain at low opacity, warm ink vignette. One terracotta accent hand-drawn, Claude wearing documentary texture, never a Vox clone in Claude's clothes. Five legal moves, Ken Burns ease out biased documentary not bouncy, cut out a spring pop onto the stage. Parallax three layers drifting at different rates. Draw on the ring key to the spoken word and hold legal for a portrait, never twice in a row. Act four, the run, the only continuous shot this genre allows. The documentary one-shot feel is scoped
[3:10] To runs, two or three consecutive Vox beats authored as one camera move. You're inside one right now, tight on a single storyboard frame, and the camera already knows where the next beat begins. Continuity here is a serialized contract, not narrative trust. The beat you left wrote a handoff block, camera position, scale, every object in this beat's first frame had to reproduce it. Watch the ease out, the whole wall, three frames on one string. And the limit is deliberate, max three beats, never across an act boundary, never the whole film chaining 40-plus beats through prose prompts is exactly the fragility this rule exists to kill. Pan to the consequence, cut hard
[3:47] Everywhere else. The handoff is data, not vibes, camera XY scale and object list authored at plan time, so continuity survives any re-render. Render the run as one composition or as pinned clips. Either is legal because the frames agree by contract. Act five, the two gates, both built to keep the machine honest about what actually exists. Gate one, the first compile is a full-length previs, and every unfilled vox slot renders as a slate beat ID narration line terracotta pointer. Honest by design, at this scale the pantry is the bottleneck, and the previs is what the human paces against. We ask Claude to render what a slated beat
[4:25] Actually looks like on the previs. There it is, the slate, the ID, the line the voice will read, and the pointer naming the missing file. Mannequin remotion beats render for real, they're free, so the previs is watchable end-to-end while the pantry fills. Gate two is an ordering law. Shopping.md is written only after audio lock, because until the voice is measured, no card can state its duration requirement. The skills words, a list with estimated durations, is a defect, not a head start. Every missing still is tier tagged. Tier one, generic generate or stock, no escalation. Tier two, a real object, verify the item's stated rights, not the institution's reputation. Tier
[5:05] Three, a named real person, the rights check escalates to the human every time. Act six, the design tell what this file is really guarding against, judged honestly. Read the file closely, every law names the wreck it prevents in writing. The quota names the deck in the slideshow. The run cap names the fragile 40-beat chain. Not style advice, design decisions compiled into contracts a linter can actually check. Where it bites the pantry, machine lanes render free and instantly. The vox lane waits on a human sourcing stills. The design admits it, that's why the previs exists, and why an explicit ship with slates override is written into the
[5:41] Gate. The tell of the tell is rule five, when a source mixes verified and fabricated claims, Mark which were independently checked, inheriting the source's confidence is the exact failure mode these episodes are about. A genre that audits itself earns the skepticism it teaches. Let's recap with Claude deep explainer as the episode cut, same bookends documentary middle. The beat mix is a linted quota because the texture is the mix. Vox beats animate human supplied stills, continuity lives only inside three beat runs with serialized handoffs. The provis ships honest with slates and the shopping list waits for the audio durations are measured, never estimated. Your turn. Here's the prompt.
[6:20] Read the deep explainer skill. MD in the brutalist toolkit under skills make deep explainer. I want to plan a long-form episode about a subject I know deeply. Plan only, no renders, no audio. One, propose the act map, acts named four to eight beats each. Two, assign everybody beat a lane and show me the histogram against the quota. Vox 20 to 25% Manem 25 to 40. Remotion 30 to 45. Three, place the Vox runs, maximum three beats, never cross an act boundary and write the handoff blocks. Four, list the pantry stills I would owe you tier tagged. Run it on something you know deeply, then read the histogram back. If
[6:53] It drifts all remotion, you just watched your episode flatten into a deck before it cost you a single render. That's the plan gate doing its job on your material. Claude documented Liam in for Bear.





