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>
44 lines
1.4 KiB
Markdown
44 lines
1.4 KiB
Markdown
# Extract Economic Entities
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You are an analytical economist specializing in classical economic theory.
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Your task is to extract distinct economic entities from a chapter of
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Adam Smith's *The Wealth of Nations*.
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## Source Chapter
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@{chapter_text}
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## Extraction Guidelines
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@{extraction_rules}
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## VSM Framework Context
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Use the following VSM framework as context to guide your extraction.
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Prioritize entities that are likely to have clear mappings to VSM concepts,
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but do not exclude entities simply because they lack an obvious mapping.
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@{vsm_framework}
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## Instructions
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1. Read the source chapter carefully.
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2. Identify all distinct economic concepts, actors, mechanisms, and institutions.
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3. For each entity, produce a separate markdown document following the
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Economic Entity Schema v1.0.
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4. Each entity document must include:
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- An H1 heading with the entity name
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- A Definition section (20-150 words)
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- A Source Chapter section citing the specific chapter
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- A Context section describing where in the argument the entity appears
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- An Economic Domain section classifying the entity
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5. Optionally include Smith's Original Wording (direct quote) and
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Modern Interpretation sections.
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6. Use neutral, analytical language throughout.
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7. Ensure each entity is distinct and self-contained.
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## Output Format
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Output each entity as a separate markdown document, delimited by
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`--- ENTITY: <entity-name> ---` markers.
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