AI content writing workflows
Explore AI writing workflows for blogs, briefs, social content, editing, and multi-stage content production.
Where these AI workflows fit
Content workflows turn a brief, source material, or campaign goal into a repeatable production process. These blueprints separate research, drafting, critique, editing, and formatting so every stage can be inspected and changed.
Use the catalog to compare single-agent writers with multi-stage editorial systems. Open a blueprint to see its required inputs, specialist agents, functions, and final outputs before adapting it.
Content & writing blueprint catalog
Compare each workflow's inputs, stages, agents, functions, MCP tools, and availability before opening it in GraphN.
Quality Content Generator
Draft content and refine it through up to three rubric-based quality reviews
Judge LoopReady to useAI Image Generator
Generate and edit images from text prompts using Qwen Image
ImageGenerationAIRequest accessAI Video Generator
Generate an interactive 8-second Veo 3.1 clip, or a consistent multi-scene video up to 144 seconds in background/async mode
SequentialVideoGenerationReady to useAvatar Video Producer
Turn a topic into a talking-head avatar video, using your own avatar image or a generated one
SequentialVideoAvatarReady to useBlog Post Writer
Turn a topic and audience into an SEO-ready blog draft, grounded in your source material
SequentialContentBlogReady to useDocument Translator
Translate documents between languages with a back-translation quality check
ContentTranslationQualityRequest accessNewsletter Curator
Curate a newsletter from your favorite sources with summaries and commentary
ContentNewsletterCurationRequest accessPress Release Writer
Draft a polished press release with quotes and boilerplate from key facts
ContentPress ReleasePrRequest accessProduct Description Writer
Turn product specs into compelling descriptions optimized for search and conversion
ContentE-CommerceProductRequest accessSocial Media Writer
Write one message, get tailored versions for LinkedIn, Twitter/X, Instagram, Facebook, and email
ContentSocial MediaRepurposeRequest access