Add-on: Clause Extraction (Citations + Confidence)

Use this skill after chunking to extract structured clause records suitable for validation.

The extraction stage operates on cleaned chunks, but must remain auditable back to the original document via page/chunk/span citations.

Compatibility

• Works best when paired with addon-direct-llm-sdk (preferred) or addon-langchain-llm.
• Requires addon-jsonl-chunking-citations (or an equivalent chunk table with spans).

Inputs