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>
10 KiB
--- MAPPING: propensity-to-truck-barter-and-exchange-to-s5 ---
Propensity to Truck, Barter, and Exchange -> System 5 (Policy/Identity)
Economic Entity Reference
Propensity to Truck, Barter, and Exchange — an innate human disposition to negotiate and trade, identified as the ultimate cause of the division of labour.
VSM Concept Reference
System 5 (Policy/Identity) — the policy-making body that defines the identity, values, and purpose of the organisation.
Mapping Rationale
The propensity to exchange functions as the foundational identity principle of the economic system. In Beer's VSM, System 5 defines what the system is — its essential nature and purpose. Smith's claim that this propensity is a fundamental feature of human nature (possibly arising from reason and speech) establishes exchange as the defining characteristic of human economic organisation. It is the principle from which all other economic structures emerge. Without it, Smith argues, there would be no division of labour, no specialisation, no difference of talents — the entire economic system would not exist. This is an identity-level property: it defines the system rather than operating within it.
Mapping Strength
Moderate
Counter-arguments
This mapping is interpretive rather than structural. The propensity is not a governing body making policy decisions; it is a behavioural disposition. However, in Beer's framework, S5 can represent emergent identity rather than deliberate governance — the system's ethos rather than its explicit command structure.
--- MAPPING: propensity-to-truck-barter-and-exchange-to-s2 ---
Propensity to Truck, Barter, and Exchange -> System 2 (Coordination)
Economic Entity Reference
Propensity to Truck, Barter, and Exchange — an innate human disposition to negotiate and trade.
VSM Concept Reference
System 2 (Coordination) — the information channels and bodies that allow System 1 units to communicate and coordinate.
Mapping Rationale
At the operational level, the propensity to exchange is the mechanism through which coordination between specialised producers actually occurs. It is what makes S2 possible in the economic system: without the disposition to trade, there would be no market interactions, no price signalling, no mutual adjustment of supply and demand. Smith's comparison with animals is telling — dogs have different talents but cannot coordinate them because they lack this propensity. The propensity is thus the prerequisite for all S2 coordination in the economic VSM.
Mapping Strength
Strong
--- MAPPING: self-interest-to-s1 ---
Self-interest -> System 1 (Operations)
Economic Entity Reference
Self-interest — the motivation of individuals to pursue their own advantage in economic transactions.
VSM Concept Reference
System 1 (Operations) — the primary activities that produce the organisation's purpose, characterised by autonomy and self-organisation.
Mapping Rationale
Self-interest is the animating principle of System 1 operational units. In Beer's VSM, S1 elements are autonomous agents that self-organise within their operational domain. Smith's self-interest is precisely this autonomy principle: each economic actor (butcher, brewer, baker) pursues their own advantage, and it is this autonomous self-directed activity that produces the system's output. Self-interest ensures that S1 units are self-motivating and self-regulating at the local level — they do not require external commands to operate. This aligns with Beer's argument that S1 autonomy is essential for viability.
Mapping Strength
Strong
--- MAPPING: self-interest-to-autonomy ---
Self-interest -> Autonomy
Economic Entity Reference
Self-interest — the motivation of individuals to pursue their own advantage.
VSM Concept Reference
Autonomy — the degree of freedom granted to operational units to self-organise within constraints set by System 3.
Mapping Rationale
Smith's self-interest maps directly to Beer's concept of operational autonomy. Beer argued that maximum autonomy consistent with systemic cohesion yields maximum viability. Smith makes essentially the same argument: individuals acting from self-interest, without central direction, produce better outcomes ("universal opulence") than any deliberate plan could achieve. The butcher does not need to be told to provide meat — self-interest ensures it. This is autonomy as a systemic design principle: the system works because its operational units are self-directed, not despite it.
Mapping Strength
Strong
--- MAPPING: the-bargain-to-s2 ---
The Bargain -> System 2 (Coordination)
Economic Entity Reference
The Bargain — a voluntary bilateral exchange in which each party offers something the other wants.
VSM Concept Reference
System 2 (Coordination) — the information channels and bodies that allow System 1 units to communicate and coordinate.
Mapping Rationale
The bargain is the atomic unit of S2 coordination in the economic system. Each bargain is an information exchange (revealing preferences, willingness to pay, relative valuations) and a resource exchange simultaneously. Beer's S2 dampens oscillations and resolves conflicts between S1 units; the bargain does precisely this — two parties with conflicting interests (each wants the other's goods) reach an equilibrium through negotiation. The bargain is where coordination actually happens, one transaction at a time, aggregating into the market system's overall S2 function.
Mapping Strength
Strong
--- MAPPING: benevolence-to-s2 ---
Benevolence -> System 2 (Coordination)
Economic Entity Reference
Benevolence — the disposition to do good to others out of goodwill rather than self-interest.
VSM Concept Reference
System 2 (Coordination) — the information channels and bodies that allow System 1 units to communicate and coordinate.
Mapping Rationale
Smith presents benevolence as an alternative but insufficient coordination mechanism. In a small group, benevolence can coordinate activity (one can secure "the friendship of a few persons"). But it cannot scale to coordinate the "great multitudes" required in civilised society. In VSM terms, benevolence is a low-variety S2 mechanism — it works for simple systems but lacks the requisite variety to coordinate a complex economy. Smith's argument is essentially that self-interested exchange is a higher-variety coordination mechanism than benevolence, and therefore the one that actually sustains the economic system at scale.
Mapping Strength
Weak
Counter-arguments
Benevolence is more accurately described as a failed or insufficient coordination mechanism than an active one. Smith's point is precisely that it does not work at scale. The mapping is useful primarily for what it reveals about requisite variety in coordination.
--- MAPPING: surplus-produce-to-variety ---
Surplus Produce -> Variety
Economic Entity Reference
Surplus Produce — the portion of a worker's output exceeding their own consumption, available for exchange.
VSM Concept Reference
Variety — the number of possible states of a system; the measure of complexity and differentiation.
Mapping Rationale
Surplus produce represents the variety that specialised S1 units inject into the economic system. Each specialised worker produces a large quantity of one type of good (high volume, low variety per worker) but the aggregate of all specialists' surpluses creates the system's total variety of available goods. The exchange of surpluses is how this variety is distributed across the system. Without surplus, there would be nothing to exchange, and without exchange, each person would be limited to the variety they could produce alone. Surplus is the material substrate of economic variety.
Mapping Strength
Moderate
--- MAPPING: difference-of-talents-to-variety ---
Difference of Talents -> Variety
Economic Entity Reference
Difference of Talents — the observable variation in skills and aptitudes among individuals, which Smith argues is largely the effect of the division of labour.
VSM Concept Reference
Variety — the number of possible states of a system.
Mapping Rationale
The difference of talents is the human variety that the economic system creates and then exploits. Smith's argument that talents are effects rather than causes of specialisation is significant: the economic system generates its own variety through the division of labour, which then feeds back to enable further specialisation. In Beer's terms, this is a variety-amplification loop — the system's operational structure (division of labour) creates variety (diverse talents) that enhances the system's capacity for further differentiation. This is a self-reinforcing cybernetic process.
Mapping Strength
Moderate
--- MAPPING: common-stock-to-viability ---
Common Stock -> Viability
Economic Entity Reference
Common Stock — the aggregate pool of goods and services created when specialised producers bring their diverse products together through exchange.
VSM Concept Reference
Viability — the capacity of a system to maintain a separate existence and survive in a changing environment.
Mapping Rationale
The common stock represents the viable system's capacity to sustain all its members. Smith's argument that humans, unlike animals, can pool their different talents through exchange shows how viability emerges from coordination: no individual is self-sufficient, but the system as a whole is viable because exchange creates a shared pool of resources accessible to all. The mastiff cannot benefit from the greyhound's speed, but the philosopher can benefit from the porter's strength (and vice versa) through exchange. This pooling is what makes the human economic system viable while individual animals remain individually viable but collectively uncoordinated.
Mapping Strength
Moderate