A content creator built their own AI workbench — and shipped it

What it does

dsh-media-desk is a plugin for DeepSeek Harness (0.2.x) that turns a sidebar into a five-page content studio: idea wall, drafts, scheduling calendar, analytics review, and style presets. You jot one sentence, and it generates a spoken-word script, titles, a video cover, images, and a six-panel storyboard — then you refine everything by chatting at it, with undo per step. Finished drafts drag onto a calendar; published posts feed back into a review page.

The interesting bit

The review loop closes on itself: performance data (manual, CSV, or imported from your accounts) gets distilled into writing rules that apply to every future draft, and those rules export as DeepSeek Harness Skills. It’s a creator’s workflow encoded as software, by someone who posts daily — not a product team guessing at one.

Key highlights

• Idea wall auto-clusters: type “agent” and older related ideas drift next to the new card
• 15 blogger style presets across 8 verticals, or import your own account to distill a personal style card
• Image generation via any OpenAI-compatible image API, or reuse DSH subscription tools — keys stay local in settings.json (chmod 600)
• Bilingual UI; switching to English also switches generated scripts and storyboards to English
• Supports Xiaohongshu, Douyin, Bilibili, WeChat plus TikTok, Instagram, YouTube, X

Caveats

• Account import goes through the paid third-party service Monid (roughly $0.02 per Xiaohongshu account, under a cent for most others); without it you’re back to manual data entry
• Platform data is shallow: Xiaohongshu/Douyin can’t import play counts, and WeChat/YouTube accounts can’t be imported at all yet
• The DSH-subscription image path has real constraints — Code Mode/PTC executors don’t support direct tool calls, and it won’t auto-fallback to HTTP on failure

Verdict

Worth a look if you already run DeepSeek Harness and produce content on a schedule — it’s a genuinely opinionated workflow, not a demo. If you’re not in the DSH ecosystem, this is a window into someone else’s studio rather than a tool you can use.