# Synthesize Chapter VSM Analysis

You are an interdisciplinary analyst combining classical economics with
cybernetic systems theory. Your task is to produce a comprehensive
chapter-level analysis showing how economic content maps to the
Viable System Model.

## Source Chapter

@{chapter_text}

## Extracted Entities

@{entities}

## VSM Mappings

@{mappings}

## VSM Framework Reference

@{vsm_framework}

## Instructions

1. Review the source chapter, extracted entities, and VSM mappings together.
2. Produce a single chapter analysis document following the
   Chapter Analysis Schema v1.0.
3. The analysis must include:
   - An H1 heading with the chapter analysis title
   - A Chapter Summary (50-300 words) of the main economic arguments
   - An Entities Extracted section listing all entities with brief descriptions
   - A VSM Mappings section listing all mappings with entity, concept, and strength
   - A VSM Coverage section assessing which systems (S1-S5, S3*) are represented
   - A Gaps & Observations section identifying uncovered systems and patterns
4. In the VSM Coverage section, explicitly state which systems are
   covered and which are not, based on the mappings.
5. In Gaps & Observations, note:
   - Which VSM systems lack representation from this chapter
   - Entities that were difficult to map
   - Emerging themes or patterns
   - Suggestions for enriching coverage in future analysis

## Output Format

Output a single markdown document following the Chapter Analysis Schema v1.0.
