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>
2.4 KiB
id, name, artifact_type, description, version
| id | name | artifact_type | description | version |
|---|---|---|---|---|
| extraction-rules | extraction_rules | content | Guidelines for extracting economic entities from source text | 1.0.0 |
Entity Extraction Rules
What Constitutes an Entity
An economic entity is a distinct concept, actor, mechanism, or institution that plays a functional role in Adam Smith's economic analysis. Extract entities at the level of specificity where they carry independent meaning.
Extraction Criteria
-
Concepts: Abstract economic ideas (e.g., "division of labour", "effectual demand", "natural price"). Extract when Smith defines, explains, or argues about the concept.
-
Actors: Economic agents with defined roles (e.g., "the labourer", "the merchant", "the sovereign"). Extract when the actor performs a distinct economic function.
-
Mechanisms: Processes or dynamics that produce economic effects (e.g., "accumulation of stock", "market price adjustment", "foreign trade"). Extract when the mechanism is described as producing specific outcomes.
-
Institutions: Organised structures that shape economic behaviour (e.g., "the corporation", "the guild", "the joint-stock company"). Extract when the institution's economic function is described.
Granularity Rules
- Extract at the level of a single coherent concept.
- Do NOT extract synonyms as separate entities — choose the primary term Smith uses and note variations.
- DO extract distinct aspects of a broad concept as separate entities when Smith treats them independently (e.g., "wages of labour" and "profits of stock" are separate from "price of commodities" even though they compose it).
- If an entity appears across multiple chapters, extract it on first significant appearance and note cross-references in later chapters.
Naming Conventions
- Use Smith's own terminology where possible.
- Normalise to lowercase except for proper nouns.
- Use the most common form Smith uses (e.g., "division of labour" not "divided labour").
Quality Checks
- Each entity must have a definition that would be comprehensible without reading the source chapter.
- Each entity must cite the specific book and chapter of first appearance.
- Economic Domain must be one of: Production, Distribution, Exchange, Consumption, Accumulation, Regulation, or General Theory.