Prose Writing vs Fact-Check Workflow

Prose Writing

By Haowjy (Creative Writing)

Draft scenes and chapters following craft principles for fiction and creative non-fiction.

Fact-Check Workflow

By James Anditis (Journalism)

Verify claims, gather evidence, and document findings with structured journalism standards.

Prose Writing

• Controls psychic distance to create intimacy or context depending on the scene
• Uses free indirect discourse so third-person narration carries the character's voice
• Varies sentence rhythm to match emotional intensity and pacing
• Grounds scenes in specific sensory details filtered through the POV character
• Shows character states through action and behavior instead of labeling emotions

Fact-Check Workflow

• Extracts checkable claims from articles or statements and prioritizes them by importance
• Guides research through primary and secondary sources with documentation templates
• Provides rating scales (True, Mostly True, False, etc.) with clear criteria for each level
• Creates templates for contacting sources and giving right of response
• Organizes evidence collection with checklists for documents, data, and expert sources

Reach for Prose Writing when…

• You're drafting or revising fiction and the prose feels flat or generic
• You need emotional scenes to feel intimate and high-stakes scenes to feel tense
• You're writing creative non-fiction or memoir and want vivid, immersive storytelling
• You want AI to write in a character's voice, not just report what happened

Reach for Fact-Check Workflow when…

• You're publishing an article and need to verify facts before it goes live
• You're writing a dedicated fact-check piece rating someone's claims
• You need to document your verification process for editorial standards
• You're training a team on consistent fact-checking practices