P0: translate "depth" into "scalable product"
Learn productization from them, keep our governance depth — P0 / P1 / P2 three levers, each mapped to an identified gap.
Fill the biggest gap · align "mass-producer" vision
① Real-time hot-topic resonance
Upgrade demand_radar into "platform chart semantic-field mapping" (Tomato/Qidian 90-day TOP hotwords → freshness / emotion expectation / competition saturation 3D), closing the Grok-chain gap — the most real lead commercial tools hold over us, and the lifeblood of web fiction.
② Studio-grade console (GUI)
A Web panel above the dual MCP (like Novel-OS dashboard): batch outline/prose dispatch, ledger visualization, rollback snapshots — a mass-producer needs a "factory control room".
Make writing a billable product
① Publishing / listing loop MCP
EPUB + cover + audiobook export, connect KDP / Tomato / Qidian — "from inspiration to listing". Fill the publishing-pipeline gap.
② True BYOK model routing
Keep K3/DeepSeek/hy3 calibration as optional refinement; base model swappable (like NovelCrafter). ◐ → ●.
IP compounding: roll the content asset
① Interactive IP expansion (BookWorld-style)
Upgrade character agents into interactive society, derive short-drama / game scripts.
② Community distillation flywheel
Open author crowdsourcing to feed genesis cards — viral compounding. Requires private/public boundary decision.
See the roadmap, want to start now?
Cherry Studio 30-second mount · 36 tools free · BYOK