Actions And Consequences
The profile-led discipline for agent-facing artifacts: one reader, one tension, one dream, one first action, and one consequence chain.
The profile-led discipline for agent-facing artifacts: one reader, one tension, one dream, one first action, and one consequence chain.
The agent-facing path from discovery to evaluation, call, payment, and receipt.
The canonical OKF-readable contract for Dreamineering agents: language, capability, evidence, receipts, services, and self-improvement loops.
The operating model for Dreamineering agents: shared language, declared capability, scoped authority, receipts, and visible consequences.
Four constraints govern every AI agent system design decision — ontology, epistemology, taxonomy, and axiology. Remove one and the system drifts in a predictable direction.
Reusable concept note for Business Logic Document.
Reusable concept note for Context Architecture.
The canonical human-readable language for Dreamineering agents, instruments, receipts, loops, and decisions.
The public operating handbook for Dreamineering: reusable know-how, language, maps, standards, and proof.
The DML and A&ID notation layer that compresses Dreamineering agent language for machine-readable coordination.
Knowledge-base standards for names, documentation writing, and Open Knowledge Format alignment.
Reusable concept note for Knowledge Base Software.
Map unfamiliar domains through a known anchor, then govern the schema with reality, evidence, structure, naming, value, agents, flow, controls, representation, and level.
The binding layer between DDL terms, DML codes, A&ID symbols, semantic layers, and agent operating use.
The agent-facing model for separating MCP reality, desired tool posture, classification, and human-owned remediation.
Repeatable action guide for Research.
Territory map for Teacher.