evidence-binder

name	evidence-binder
description	Bind each extracted fact or analysis claim to explicit source evidence spans, offsets, and confidence so unsupported items can be downgraded or removed.

Evidence Binder

Use this skill after fact extraction and before analysis generation.

Inputs

• Fact extraction JSON
• Cleaned chapter text

Outputs

• Fact records with evidence spans
• Unsupported item list
• Coverage summary

Rules

• Every kept item must have at least one evidence snippet.
• If evidence is weak, lower confidence or move item to unsupported.
• Do not create new facts here.