Authentic writing workflows for an AI-native world
OntoWriter 先构造目标感更强的 essay，再交给自进化 humanizer 做细化润色。
参考教育科技产品官网的清晰层级，我们把本地系统整理成一条更自然的写作路径： 先把中英文提纲、目标读者和风格要求转成二次 prompt，再用 DeepSeek 生成完整草稿， 最后进入 chunk 级 humanizer 继续优化表达和可读性。
Goal-aware prompt planning
DeepSeek essay generation
Versioned draft comparison
Self-evolving humanizer
01写作目标驱动的二次 prompt 规划
02支持重生成与多版本草稿比较
03反馈持续回流到 essay prompt planning
Workflow
A cleaner, guided writing journey
01
Capture the writing goal, audience, tone, and must-cover constraints.
02
Generate a complete draft with DeepSeek using a structured prompt plan.
03
Regenerate, compare versions, and pass English drafts into the humanizer loop.
Goal-aware prompting
Chunked review
Skew-aware generation
Reconstructed export
OntoWriter
先按写作目标自动补全 essay，再接入自进化 humanizer
Goal-aware essay generation
Goal slots
Prompt planning
DeepSeek draft
Humanizer loop
Humanizer Only
直接进入原始 chunk 级 humanizer 工作区
Ready for local generation
Semantic chunking
Machine translation
Three skew outputs
Selection and export
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