chapter-fact-extractor

name	chapter-fact-extractor
description	Extract factual layer JSON for a chapter, including characters, events, relations, conflicts, and foreshadowing without inventing unsupported plot facts.

Chapter Fact Extractor

Use this skill when a chapter needs factual extraction before any higher-level literary analysis.

Inputs

• Intake output JSON
• Optional prior chapter facts/window summary

Outputs

• Character mentions
• Event list
• Relations
• Conflict records
• Foreshadowing candidates
• Explicit worldbuilding facts

Rules

• Prefer direct textual evidence.
• Do not fabricate plot details not present in the chapter.
• Separate explicit facts from tentative guesses.
• If uncertain, lower confidence instead of expanding the claim.