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How to automate Douyin content in bulk for marketing teams

Chain six skills that run on your own Windows PC to turn Douyin topic research into scripts, diagrams and a per-channel dispatch plan, about 27 Nex a round.

Skills in this bundle

Quick answer

To automate Douyin content in bulk, marketing teams chain six skills inside Nexus Runner 1.0.10 on their own machine: Bili Probe pulls public short-video trends as topic reference, Note Scribe captures source material and meeting notes, Brand Saga fixes one brand narrative, Writing Studio writes the scripts in batches, Diagram Smith draws structure and storyboard diagrams, and Content Dispatcher aggregates everything into a per-recipient, per-channel dispatch plan. One round leaves four kinds of structured files on your disk - topic reference, scripts, diagrams, dispatch plan - while uploading and publishing on Douyin stays a human step.

  • Six skills in one chain: Bili Probe, Note Scribe, Brand Saga, Writing Studio, Diagram Smith and Content Dispatcher, covering topic reference through dispatch plan.
  • Everything runs on your own machine, so notes, scripts and plans stay on local disk and never leave your network. Requires Windows 10/11 x64 and Nexus Runner 1.0.10.
  • A full round costs about 27 Nex: the free tier's 200 Nex per month (reset at the start of each month) covers 7 rounds, Pro at CNY 49/month includes 3000 Nex, Enterprise at CNY 299/month includes 50000 Nex.
  • Content Dispatcher only builds the plan, it does not send anything. The chain never signs in to a Douyin account and does no screen-level automation.
  • Output is review-ready structured files: topic reference, scripts and copy, Mermaid charts and mind maps, and a dispatch plan split by channel and owner.

What this Douyin content pipeline actually is

It is not a bot that browses Douyin or posts for you. It is six repeatable skills covering the six steps a marketing team already does for short video: trend reference, source capture, brand narrative, script production, visual structure, and dispatch planning. Each skill is a bounded operation with defined inputs and outputs. You run it in Nexus Runner, fill in parameters, and it writes files that the next skill reads. Skills come in only two kinds, skill and agent; all six here are single-step skills, which is what makes the chain cheap to repeat every week. Account login, upload and publishing on Douyin sit outside the pipeline and stay with a person.

Six steps, one round of Douyin content

1Step 1
Step 1: topic reference with Bili Probe
Feed in keywords or a video link. Bili Probe runs trending analysis and video info extraction, giving you a reference point for short-video topics. It reads public Bilibili content and does not scrape Douyin, so Douyin-side observations are something you bring in yourself. About 3 Nex per run.
2Step 2
Step 2: capture material with Note Scribe
Write topic-meeting discussion, competitor observations and talking points into your local note library with tags. Later, keyword search across title, content and tags finds any past note, and one summarization pass turns the whole library into a structured summary report you can export as Markdown. About 10 Nex per run.
3Step 3
Step 3: fix the brand line with Brand Saga
Generate brand origin, mission, values and product storytelling as the shared narrative base for every script in the batch. With that base, a batch of videos says the same thing about the brand even when different people write them. About 3 Nex per run.
4Step 4
Step 4: batch scripts with Writing Studio
Produce structured copy by mode (write, outline, summarize, analyze, rewrite) and by how many pieces you want. Content type is inferred from the input, and it does not invent facts when data is missing. One run turns a topic list into a full batch of talking-point scripts and captions. About 5 Nex per run.
5Step 5
Step 5: visuals and structure with Diagram Smith
Generate Mermaid charts, mind maps and knowledge hierarchy diagrams so the script structure, the account's content matrix and the order of a video series are visible at a glance in review. About 3 Nex per run.
6Step 6
Step 6: plan the rollout with Content Dispatcher
Deterministically aggregate content by recipient and channel into a plan of who posts what where. It does not send anything, and it calls no model, so the same input reproduces the same plan - which is what makes it safe to run as a fixed weekly step. About 3 Nex per run.

Three ways to do it

MCP NexusManual workGeneric cloud AI
Where data livesSkills run on your machine; notes, scripts, diagrams and plans stay on local disk and never leave your networkScattered across personal docs, chat logs and spreadsheetsMaterial has to be uploaded to the vendor's servers before anything happens
Steps coveredTopic reference, material, brand line, scripts, diagrams and dispatch plan chained end to endEach step has its own template and owner, stitched together by handMostly single-shot chats, with people copy-pasting between steps
Output formatStructured files written to disk, ready for review and readable by the next skillFormats vary by author, and finding the right version later is hardChat text that still has to be turned into usable files
Repeat runsRerun the same chain weekly by changing parameters; Content Dispatcher's output is reproducibleEssentially starting over each timePrompts and material get pasted in again, with unstable results
What you pay forNex per run - about 27 Nex for a six-skill round, with 200 Nex a month on the free tier, reset monthlyPerson-hoursUsually a monthly seat fee, unrelated to how many rounds you actually run

Real use cases

Turn one topic list into a full batch of scripts
Input: a list of topic keywords plus brand material. Brand Saga first fixes brand origin, mission and product storytelling as the shared base, Writing Studio then produces the scripts and captions in write mode, and Diagram Smith maps the series structure as a mind map. Output: script files and one structure diagram, ready for content review.
3 skills in one pass, about 11 Nex
From topic meeting notes to next week's dispatch plan
Input: post-meeting discussion points and material leads. Note Scribe files them into the local note library with tags, keyword search pulls up comparable past topics, and one summarization pass produces a structured report. Content Dispatcher then aggregates by channel and owner. Output: a structured summary and a dispatch plan that is a plan, not a send.
2 skills from notes to plan, about 13 Nex
Short-video trend reference and content matrix breakdown
Input: a few direction keywords or reference video links. Bili Probe runs trending analysis and video info extraction, Note Scribe archives the results as tagged, searchable material, and Diagram Smith renders them as a knowledge hierarchy diagram. Output: a tagged trend library and a content matrix diagram to reuse in the next round.
3 steps in one pass, about 16 Nex

FAQ

Can Douyin posts be published fully automatically?

No, and this pipeline does not try. Content Dispatcher produces a dispatch plan aggregated by recipient and channel; it does not send. The chain never signs in to a Douyin account and does no screen-level automation. Once scripts, diagrams and the plan exist, a person uploads and publishes on Douyin.

Do these skills upload my material to the cloud?

No. All six run inside Nexus Runner 1.0.10 on your own machine, and notes, scripts, diagrams and dispatch plans are written to local disk, so data never leaves your network. The runtime supports Windows 10/11 x64 only.

How much Nex does one round cost, and is the free tier enough?

About 27 Nex for a full round: Bili Probe 3, Note Scribe 10, Brand Saga 3, Writing Studio 5, Diagram Smith 3, Content Dispatcher 3. The free tier gives 200 Nex a month, reset at the start of each month, which covers 7 rounds. Pro is CNY 49/month with 3000 Nex, Enterprise CNY 299/month with 50000 Nex.

Can Bili Probe analyze Douyin data?

No. Bili Probe does trending analysis and video info extraction on Bilibili, which serves only as a cross-reference for short-video topic picking. Douyin-side observations are yours to bring in, for example written up as notes and archived with Note Scribe.

Do I need to write code or configure a model?

No. You pick each of the six skills in Runner, fill in parameters, and the output lands as files. Content Dispatcher calls no model at all, so identical input reproduces an identical plan - convenient as a fixed weekly step.

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