Blogging & Content Automation
Drafting and editing workflows that preserve the idea while adapting language and format
Content automation has two separate jobs: shaping one idea for a channel and polishing the resulting language without erasing the writer's intent. The current pages cover rule-driven Korean post-editing after a draft exists. Generation-time voice control and broader publishing pipelines remain open areas.
Start here
- Surgically Editing Korean AI Drafts — start with the decision rules for preserving meaning, genre and voice while correcting Korean AI patterns.
- Humanize KR — use the packaged taxonomy, routing and change-rate gates when that post-editing approach fits.
Pages
- Surgically Editing Korean AI Drafts — lucas's recommendation plus the Humanize KR maintainers' severity-routed workflow for completed Korean drafts.
Tools
- Humanize KR — an open-source agent skill for Korean AI-writing detection and constrained post-editing.
Gaps
- A comparison of generation-time style rules against post-draft humanization.
- A publishing workflow covering editorial review, approval and multi-channel scheduling.
- Independent evaluations of meaning preservation, naturalness and operating cost.