What problem does it solve? Producing long-form marketing content that is fact-checked, on-brand, SEO-optimized, and free of detectable AI-writing patterns normally requires many manual steps and editorial passes, and single-shot AI generation tends to hallucinate statistics and skip verification. ## Core Features & Use Cases - 10-phase agent pipeline: Dedicated subagents handle research, fact-checking, drafting, visual annotation, scientific validation, structuring, SEO/GEO optimization, humanizing (43-pattern catalog), 5-dimension review scoring, and .docx output, each behind an orchestrator-verified quality gate. - Checkpointed, resumable runs: Every phase artifact is checkpointed to a run directory, with loop limits, a run auditor that re-derives every gate, and cross-session resume support. - Express and bring-your-own-draft modes: Run a reduced lane using user-supplied sources, or preserve an author's own sentences verbatim while building the article around them. - Use Case: A three-person marketing team needs 30 cited, brand-compliant articles in a quarter; running the pipeline per topic yields a publication-ready .docx with scorecard appendices in 30-60 minutes per piece. ## Quick Start Ask the assistant to run /contentforge:contentforge with your topic, brand slug, content type, and target keyword to produce a fact-checked publication-ready article.
