How do creator teams analyze Xiaohongshu content in bulk?
Put Xiaohongshu covers, images and video files in one local folder, then run Image Lens, Video Content Studio and four more skills for structured reviews.
Skills in this bundle
Drop your Xiaohongshu covers, in-post images and video files into one local folder: Image Lens reads every image by mode (composition, subject, style), Video Content Studio handles subtitle transcription and video analysis, and Visual Design Studio pulls out the recurring color and typography patterns. Six skills chain into one pass inside Nexus Runner 1.0.10, producing same-schema structured reviews you can compare line by line, and Image Composer plus Visual Editor turn those findings into the next batch of covers, with every file staying on your machine.
- You supply the material: export covers, images and videos to a local folder first. Skills read local files only, never sign in to Xiaohongshu for you, and do no screen-level automation.
- Analysis layer: Image Lens produces structured results per image by composition, subject and style; Video Content Studio covers transcription, video analysis and adaptation.
- Synthesis layer: Visual Design Studio extracts shared color and typography patterns; UI Studio turns them into wireframes and a design review you can reuse.
- Delivery layer: Image Composer works by concept, multi-option and refinement modes; Visual Editor handles image editing and visual composition to unify the batch.
- Cost: one run of all six skills is 14 Nex. The free tier gives 200 Nex per month, reset at the start of each month, enough for about 14 runs; Pro is CNY 49/month with 3000 Nex, Enterprise CNY 299/month with 50000 Nex.
What this bulk Xiaohongshu content review actually is
It is not a scraper. It is six skills chained inside Nexus Runner 1.0.10 on your own machine (skills come in two kinds only, skill and agent, where an agent orchestrates multi-step work; all six here are the former). You put the material you already have into one directory: covers and in-post images go to Image Lens, videos and voice-over scripts go to Video Content Studio, and the structured results from both feed Visual Design Studio and UI Studio, which distill color, type and layout conclusions. Image Composer and Visual Editor then produce the next batch of covers. Everything runs locally on Windows 10/11 x64, images and video never leave the machine, and when data is missing the skills flag the gap instead of inventing it.
How one review pass runs
How the three approaches differ
| MCP Nexus | Manual work | Generic cloud AI | |
|---|---|---|---|
| Where files go | Skills run locally in Nexus Runner 1.0.10; images and video never leave the machine | Files scattered across laptops and drives, with no clear record of who reviewed what | Material must be uploaded to someone else's servers before it can be analyzed |
| Batch handling | One mode runs across a whole folder, item by item, with identical output fields | Reviewed one image at a time, with the standard shifting per reviewer | One conversation at a time; large batches mean re-pasting and re-explaining |
| Shape of the output | Structured results that roll straight into a comparison table | Verbal conclusions or notes scattered across chats | Long prose that still has to be reorganized into a table by hand |
| From analysis to artwork | Image Lens through Image Composer and Visual Editor connect on the same machine | Review and design sit with different people in different tools | Analysis and image generation usually live in separate products, so findings get restated |
| Cost model | Per-run pricing: Image Lens 5 Nex, Image Composer 1 Nex, free tier 200 Nex per month reset monthly | Time cost is opaque and rework is never counted | Usually a monthly seat subscription with no direct link between usage and spend |
Real use cases
FAQ
Can it pull Xiaohongshu posts automatically?
No. Nexus does not sign in to or operate third-party site accounts for you, and there is no screen-level automation. Export or screenshot the covers, images and videos into a local folder first; the skills only work on those local files.
How much Nex does one pass cost?
Running all six skills once is 14 Nex: Image Lens and Visual Editor are 5 Nex each, while Video Content Studio, UI Studio, Visual Design Studio and Image Composer are 1 Nex each. The free tier gives 200 Nex per month, reset at the start of the month, enough for about 14 passes; Pro is CNY 49/month with 3000 Nex and Enterprise CNY 299/month with 50000 Nex.
What do the results look like?
They are structured results, not loose commentary. Each skill emits the same set of fields for the chosen mode, so a batch of covers or videos rolls straight into a comparison table and the next pass uses the same definitions.
Is my material uploaded to the cloud?
No. All six skills run locally in Nexus Runner 1.0.10, so images and video never leave the machine. Windows 10/11 x64 is the only supported platform.
Can video posts be analyzed in the same pass?
Yes. Video Content Studio covers scripting, subtitle transcription, video analysis, adaptation and production planning, so videos and voice-over scripts go there while static covers go to Image Lens, and both sets of results land in the same review.