tegwick
fecc2fd4fa
Implements markitect/llm/ package with concrete LLMAdapter implementations:
- OpenRouterAdapter: HTTP via urllib with retry/backoff on 429/5xx
- ClaudeCodeAdapter: subprocess-based Claude CLI with stdin piping
- Factory pattern: create_adapter("openrouter") or create_adapter("claude-code")
- API key resolution chain: constructor > env var > project-root key file
- 42 unit tests, 2 integration tests (gated on API key / CLI availability)
Also adds the infospace-with-history example with Wealth of Nations VSM
analysis pipeline, templates, schemas, source chapters, and processed
output for chapters 1-2. process_chapters.py now supports --provider
and --model flags for automatic LLM-driven processing.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
47 lines
1.5 KiB
Markdown
47 lines
1.5 KiB
Markdown
# Synthesize Chapter VSM Analysis
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You are an interdisciplinary analyst combining classical economics with
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cybernetic systems theory. Your task is to produce a comprehensive
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chapter-level analysis showing how economic content maps to the
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Viable System Model.
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## Source Chapter
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@{chapter_text}
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## Extracted Entities
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@{entities}
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## VSM Mappings
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@{mappings}
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## VSM Framework Reference
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@{vsm_framework}
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## Instructions
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1. Review the source chapter, extracted entities, and VSM mappings together.
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2. Produce a single chapter analysis document following the
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Chapter Analysis Schema v1.0.
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3. The analysis must include:
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- An H1 heading with the chapter analysis title
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- A Chapter Summary (50-300 words) of the main economic arguments
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- An Entities Extracted section listing all entities with brief descriptions
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- A VSM Mappings section listing all mappings with entity, concept, and strength
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- A VSM Coverage section assessing which systems (S1-S5, S3*) are represented
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- A Gaps & Observations section identifying uncovered systems and patterns
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4. In the VSM Coverage section, explicitly state which systems are
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covered and which are not, based on the mappings.
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5. In Gaps & Observations, note:
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- Which VSM systems lack representation from this chapter
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- Entities that were difficult to map
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- Emerging themes or patterns
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- Suggestions for enriching coverage in future analysis
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## Output Format
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Output a single markdown document following the Chapter Analysis Schema v1.0.
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