hyperpolymath
diff --git a/‎.machine_readable/AGENTIC.scm‎
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@@ -1,16 +1,181 @@
 ;; SPDX-License-Identifier: PMPL-1.0-or-later
-;; AGENTIC.scm - AI agent interaction patterns for nextgen-languages
-
-(define agentic-config
-  `((version . "1.0.0")
-    (claude-code
-      ((model . "claude-opus-4-5-20251101")
-       (tools . ("read" "edit" "bash" "grep" "glob"))
-       (permissions . "read-all")))
+;; SPDX-FileCopyrightText: 2025 Jonathan D.A. Jewell
+
+;;; AGENTIC.scm — Agent-Oriented Language Specifications
+;;; nextgen-languages
+;;; Reference: https://github.com/hyperpolymath/nextgen-languages
+
+(define-module (nextgen-languages agentic)
+  #:export (agent-languages
+            agent-capabilities
+            safety-constraints
+            interaction-patterns))
+
+;;;============================================================================
+;;; AGENT LANGUAGES
+;;; Languages designed for AI agent development
+;;;============================================================================
+
+(define agent-languages
+  '((primary-agent-languages
+     ((Ensemble
+       ((focus . "AI as first-class language component")
+        (agent-features
+         ((ai-model-definition . "ai_model { provider, capabilities, constraints }")
+          (prompt-construction . "prompt { template, variables, validation }")
+          (effect-tracking . "AI<T> effect type for AI operations")
+          (multi-agent . "Spawn and coordinate multiple AI agents")))
+        (safety
+         ((output-validation . "Type-checked AI outputs")
+          (rate-limiting . "Built-in rate limiting primitives")
+          (fallback-chains . "Graceful degradation patterns")))))
+
+      (Phronesis
+       ((focus . "Ethical framework specification for agents")
+        (agent-features
+         ((value-declaration . "Explicit value hierarchies")
+          (constraint-specification . "Deontic logic constraints")
+          (decision-audit . "EVALUATE() for traceable decisions")
+          (constitutional-ai . "Formal constitutional specifications")))
+        (safety
+         ((transparency . "All decisions traceable to values")
+          (override-prevention . "Formal proofs against value override")
+          (audit-trail . "Complete decision logging")))))))
+
+    (agent-support-languages
+     ((Duet
+       ((role . "AI-assisted development")
+        (features
+         ((@synth . "AI synthesis with verification")
+          (@verify . "Formal verification of AI output")
+          (intent . "Natural language intent specification")))
+        (agent-interaction . "Human-AI pair programming")))
+
+      (WokeLang
+       ((role . "Human-agent interaction")
+        (features
+         ((consent . "Explicit consent for agent actions")
+          (reassurance . "Supportive agent communication")
+          (accessibility . "Inclusive agent interfaces")))
+        (agent-interaction . "User-friendly agent UX")))))))
+
+;;;============================================================================
+;;; AGENT CAPABILITIES
+;;; Standardized agent capability definitions
+;;;============================================================================
+
+(define agent-capabilities
+  '((capability-taxonomy
+     ((perception
+       ((text-understanding . "Process and understand text input")
+        (code-analysis . "Analyze and understand code")
+        (multimodal . "Process images, audio, other modalities")))
+
+      (reasoning
+       ((logical-inference . "Formal logical reasoning")
+        (planning . "Multi-step plan generation")
+        (verification . "Verify correctness of solutions")))
+
+      (action
+       ((code-generation . "Generate correct code")
+        (code-modification . "Safely modify existing code")
+        (tool-use . "Invoke external tools and APIs")))
+
+      (communication
+       ((explanation . "Explain reasoning clearly")
+        (teaching . "Adapt to user's level")
+        (collaboration . "Work alongside humans")))))
+
+    (capability-levels
+     ((L0-reactive . "Stimulus-response only")
+      (L1-deliberative . "Single-step reasoning")
+      (L2-planning . "Multi-step planning")
+      (L3-learning . "Learn from interaction")
+      (L4-autonomous . "Self-directed goal pursuit")))))
+
+;;;============================================================================
+;;; SAFETY CONSTRAINTS
+;;; Safety requirements for agent-oriented languages
+;;;============================================================================
+
+(define safety-constraints
+  '((hard-constraints
+     ((no-harm . "Agent must not cause harm to users or systems")
+      (transparency . "Agent actions must be explainable")
+      (consent . "Agent must respect user consent")
+      (reversibility . "Prefer reversible actions")
+      (human-override . "Human can always interrupt/override")))
+
+    (language-enforced
+     ((Ensemble
+       ((constraint . "AI effects are tracked in type system")
+        (enforcement . "Compile-time verification of AI boundaries")))
+      (Phronesis
+       ((constraint . "All decisions trace to declared values")
+        (enforcement . "Formal proof of value alignment")))
+      (Oblíbený
+       ((constraint . "Guaranteed termination")
+        (enforcement . "Turing-incomplete by design")))))
+
     (patterns
-      ((code-review . "thorough")
-       (refactoring . "conservative")
-       (testing . "comprehensive")))
-    (constraints
-      ((languages . ())
-       (banned . ("typescript" "go" "python" "makefile"))))))
+     ((sandbox-execution
+       ((description . "Run agent code in isolated sandbox")
+        (implementation . "WASM isolation, capability-based security")))
+
+      (capability-tokens
+       ((description . "Explicit capability grants for agent actions")
+        (implementation . "Linear types for one-time permissions")))
+
+      (audit-logging
+       ((description . "Complete log of agent decisions")
+        (implementation . "Append-only log with cryptographic integrity")))))))
+
+;;;============================================================================
+;;; INTERACTION PATTERNS
+;;; Standard patterns for agent interaction
+;;;============================================================================
+
+(define interaction-patterns
+  '((human-agent
+     ((pair-programming
+       ((description . "Human and AI collaborate on code")
+        (language . Duet)
+        (pattern . "Human provides intent, AI synthesizes, human verifies")))
+
+      (guided-exploration
+       ((description . "Agent guides user through learning")
+        (language . WokeLang)
+        (pattern . "Agent suggests, asks consent, explains outcomes")))
+
+      (ethical-consultation
+       ((description . "Human queries agent's ethical reasoning")
+        (language . Phronesis)
+        (pattern . "Human poses scenario, agent explains value application")))))
+
+    (agent-agent
+     ((orchestration
+       ((description . "One agent coordinates others")
+        (language . Ensemble)
+        (pattern . "Orchestrator dispatches tasks, aggregates results")))
+
+      (verification-chain
+       ((description . "Agents verify each other's work")
+        (language . Duet)
+        (pattern . "Generator → Verifier → Arbiter")))
+
+      (consensus
+       ((description . "Multiple agents reach agreement")
+        (language . Phronesis)
+        (pattern . "Propose → Evaluate → Vote → Commit")))))
+
+    (agent-system
+     ((tool-invocation
+       ((description . "Agent uses external tools")
+        (pattern . "Request → Permission check → Execute → Validate result")))
+
+      (resource-management
+       ((description . "Agent manages system resources")
+        (language . Eclexia)
+        (pattern . "Budget → Allocate → Use → Release → Account")))))))
+
+;;; End of AGENTIC.scm