Content Creation & Publishing
Blog posts, newsletters, and social media with editorial quality and fact-checking.
Overview
Content that represents your brand — blog posts, technical articles, newsletters, social media — deserves the same structured quality process as code. Datarim's content pipeline ensures every piece is factually accurate, free of AI writing artifacts, and editorially polished before publication. The standalone /factcheck and /humanize commands can be used at any point in any workflow, making them available beyond the publishing pipeline.
Example: Technical Blog Post
A team wants to publish a 2000-word technical blog post about migrating from Redis to Valkey. The article needs accurate benchmarks, verified version claims, and a natural writing style that avoids AI patterns.
Pipeline Walkthrough
| Stage | What happens |
|---|---|
| /dr-init | Topic: "Why we migrated from Redis to Valkey". Target: 2000 words (L2) |
| /dr-plan | Outline: motivation, evaluation criteria, migration process, benchmarks, lessons |
| /dr-do | Write the draft |
| /factcheck | Verify: benchmark numbers, version claims, feature comparisons, date accuracy |
| /humanize | Remove AI writing patterns: fix em-dash overuse, replace "leverage" with "use", vary paragraph lengths |
| /dr-qa | Editorial review: argument flow, headline accuracy, CTA placement |
| /dr-archive (Step 0.5) | Note: benchmarks were the most-shared section — lead with data next time |
Key Benefits
- Fact-checked content — the
/factcheckcommand verifies claims, numbers, and dates before publication - Natural voice —
/humanizeremoves AI writing patterns like em-dash overuse, hollow phrases, and monotonous paragraph structure - Editorial rigor — QA checks argument flow, headline accuracy, and call-to-action placement as a structured review
- Learning from performance — reflections capture what resonated with readers, improving future content strategy
Relevant Agents
Which agents are most active in this use case:
- Writer — drafts content with audience-appropriate voice and structure
- Editor — fact-checking, humanizing, style review, and final polish
- Planner — content outline and section planning
Complexity Routing
How complexity levels apply to content creation:
- L1 — Fix a typo in a published post or update a broken link
- L2 — Write a 2000-word blog post with outlined sections and fact-checked claims
- L3 — Create a multi-part content series with consistent narrative, cross-references, and coordinated publication schedule
- L4 — Full content strategy execution: editorial calendar, multiple formats (blog, video scripts, social), brand voice guidelines