Writing with QA gates
/blog write - a content pipeline with quality gates and dual optimization.
Writing with QA gates
/blog write is not "generate text" - it is a pipeline with quality gates every draft must pass before you see the result.
/blog write "AI in a small service business"Pipeline
Strategy
Matching the topic to intent and competition. Too broad a topic? The console narrows it with a question before it starts writing.
Writing
A draft in a question structure: question headings, self-contained fragments, data with sources.
Auto-QA
Scoring the draft 0-100. Below the threshold = an automatic rewrite (up to three iterations), not publication.
Publication
Only after the gates pass: metadata, images, internal linking.
Dual optimization
Every post is built in a format tailored for two channels at once - classic ranking and AI citations (mechanics: GEO -> Citations):
- a direct answer in the first paragraph of a section,
- numeric data with primary sources,
- tables and lists where a model can carry the structure into an answer.
Working on existing content
/blog rewrite <file> # rebuild for quality and citability
/blog update <file> # refresh stats, dates and sources
/blog analyze <url> # scoring only 0-100, no changes