Files

tegwick fecc2fd4fa feat(llm): add LLM integration module with OpenRouter and Claude Code adapters

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>

2026-02-11 01:17:58 +01:00

1.5 KiB

Raw Blame History

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

Review the source chapter, extracted entities, and VSM mappings together.
Produce a single chapter analysis document following the Chapter Analysis Schema v1.0.
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
In the VSM Coverage section, explicitly state which systems are covered and which are not, based on the mappings.
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.

1.5 KiB Raw Blame History