How to upload daily as a knowledge creator — one deck, seven videos a week
2026-10-20 · 7 min read
Daily uploads fail on unit cost: 5–6 hours per eight-minute video by hand. Turn old decks into 20–30 page packs, cut each long video into three shorts, and a seven-video week drops to 6–8 hours for about $0.58 of AI cost per video.
Most knowledge channels have fifty ideas queued and stopped uploading at video three. The reason is arithmetic: two hours scripting, ninety minutes recording three takes, two more hours editing and captioning. Five to six hours per eight-minute video means daily uploads are impossible, not difficult.
Going daily isn't a discipline problem, it's a cost problem. Get the cost of one video under thirty minutes and the calendar starts to work. That comes from process, not willpower.
Step 1: turn your backlog into a clip library
You already have more material than you think: decks you've presented, reports you've written, book notes, long newsletter posts, mind maps. What they share is that they're already organised by topic — they only need one "make it video" step.
Build 20–30 page packs of 6–12 slides each, grouped by topic. One video = one pack plus one sentence describing who it's for and how deep to go. Once the library exists, an episode no longer starts from a blank page.
- One topic per pack — narrower beats broader
- Charts, formulas and flow diagrams first; they work far better on video than paragraphs
- Reuse a pack for a different audience; one source yields several videos
Step 2: one long video, three shorts
Make the long cut first — 8–12 minutes for YouTube and Bilibili — then cut it by chapter. The same narration feeds vertical shorts for Shorts, TikTok and WeChat Channels: long version on the platforms that reward depth, short version where discovery happens.
Let the templates handle platform differences: SlideTalk ships six publishing templates and generates the cover, title, description and tags in each platform's own style, so you're not rebuilding a bundle per platform.
Step 3: schedule production, not inspiration
Split the week into production days and publishing days. Produce in batches; on publishing days you only post and answer comments. Keep the voice, the intro and the caption style fixed — that consistency is what makes the channel recognisable.
- Monday: pick three packs, import them, let AI draft the scripts (~1.5 hours)
- Tuesday: edit scripts, generate voices, render three long cuts (~1.5 hours)
- Wednesday: cut six shorts, generate covers and titles (~1 hour)
- Thursday to Sunday: publish and reply — no editing software opened
What the week actually costs
The same seven videos (three long, four short) run 25–30 hours in a manual workflow and roughly 6–8 hours in a pipeline. What disappears isn't the creative part; it's the repeat labour — re-timing captions, re-exporting, rebuilding covers, hunting for assets.
It's also why faceless channels fit this pipeline so well: with no on-camera takes, there's no hour-priced "record the whole thing again" failure mode.
Cost and common questions
AI generation is metered in credits: a 10-page video costs about 352 credits (≈$0.58), and 600 welcome credits cover your first video and a half. Export, rendering, split export and script edits are free, so cutting a long video into shorts doesn't bill twice — only regenerating a voice does. See pricing.
For the whole faceless playbook see the creator use case, the starting point in faceless knowledge videos, and the zero-editing pipeline in making videos without editing.