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| 1 | +;; SPDX-License-Identifier: AGPL-3.0-or-later |
| 2 | +;; SPDX-FileCopyrightText: 2025 Jonathan D.A. Jewell |
| 3 | + |
| 4 | +;;; AGENTIC.scm — Agent-Oriented Language Specifications |
| 5 | +;;; nextgen-languages |
| 6 | +;;; Reference: https://github.com/hyperpolymath/nextgen-languages |
| 7 | + |
| 8 | +(define-module (nextgen-languages agentic) |
| 9 | + #:export (agent-languages |
| 10 | + agent-capabilities |
| 11 | + safety-constraints |
| 12 | + interaction-patterns)) |
| 13 | + |
| 14 | +;;;============================================================================ |
| 15 | +;;; AGENT LANGUAGES |
| 16 | +;;; Languages designed for AI agent development |
| 17 | +;;;============================================================================ |
| 18 | + |
| 19 | +(define agent-languages |
| 20 | + '((primary-agent-languages |
| 21 | + ((Ensemble |
| 22 | + ((focus . "AI as first-class language component") |
| 23 | + (agent-features |
| 24 | + ((ai-model-definition . "ai_model { provider, capabilities, constraints }") |
| 25 | + (prompt-construction . "prompt { template, variables, validation }") |
| 26 | + (effect-tracking . "AI<T> effect type for AI operations") |
| 27 | + (multi-agent . "Spawn and coordinate multiple AI agents"))) |
| 28 | + (safety |
| 29 | + ((output-validation . "Type-checked AI outputs") |
| 30 | + (rate-limiting . "Built-in rate limiting primitives") |
| 31 | + (fallback-chains . "Graceful degradation patterns"))))) |
| 32 | + |
| 33 | + (Phronesis |
| 34 | + ((focus . "Ethical framework specification for agents") |
| 35 | + (agent-features |
| 36 | + ((value-declaration . "Explicit value hierarchies") |
| 37 | + (constraint-specification . "Deontic logic constraints") |
| 38 | + (decision-audit . "EVALUATE() for traceable decisions") |
| 39 | + (constitutional-ai . "Formal constitutional specifications"))) |
| 40 | + (safety |
| 41 | + ((transparency . "All decisions traceable to values") |
| 42 | + (override-prevention . "Formal proofs against value override") |
| 43 | + (audit-trail . "Complete decision logging"))))))) |
| 44 | + |
| 45 | + (agent-support-languages |
| 46 | + ((Duet |
| 47 | + ((role . "AI-assisted development") |
| 48 | + (features |
| 49 | + ((@synth . "AI synthesis with verification") |
| 50 | + (@verify . "Formal verification of AI output") |
| 51 | + (intent . "Natural language intent specification"))) |
| 52 | + (agent-interaction . "Human-AI pair programming"))) |
| 53 | + |
| 54 | + (WokeLang |
| 55 | + ((role . "Human-agent interaction") |
| 56 | + (features |
| 57 | + ((consent . "Explicit consent for agent actions") |
| 58 | + (reassurance . "Supportive agent communication") |
| 59 | + (accessibility . "Inclusive agent interfaces"))) |
| 60 | + (agent-interaction . "User-friendly agent UX"))))))) |
| 61 | + |
| 62 | +;;;============================================================================ |
| 63 | +;;; AGENT CAPABILITIES |
| 64 | +;;; Standardized agent capability definitions |
| 65 | +;;;============================================================================ |
| 66 | + |
| 67 | +(define agent-capabilities |
| 68 | + '((capability-taxonomy |
| 69 | + ((perception |
| 70 | + ((text-understanding . "Process and understand text input") |
| 71 | + (code-analysis . "Analyze and understand code") |
| 72 | + (multimodal . "Process images, audio, other modalities"))) |
| 73 | + |
| 74 | + (reasoning |
| 75 | + ((logical-inference . "Formal logical reasoning") |
| 76 | + (planning . "Multi-step plan generation") |
| 77 | + (verification . "Verify correctness of solutions"))) |
| 78 | + |
| 79 | + (action |
| 80 | + ((code-generation . "Generate correct code") |
| 81 | + (code-modification . "Safely modify existing code") |
| 82 | + (tool-use . "Invoke external tools and APIs"))) |
| 83 | + |
| 84 | + (communication |
| 85 | + ((explanation . "Explain reasoning clearly") |
| 86 | + (teaching . "Adapt to user's level") |
| 87 | + (collaboration . "Work alongside humans"))))) |
| 88 | + |
| 89 | + (capability-levels |
| 90 | + ((L0-reactive . "Stimulus-response only") |
| 91 | + (L1-deliberative . "Single-step reasoning") |
| 92 | + (L2-planning . "Multi-step planning") |
| 93 | + (L3-learning . "Learn from interaction") |
| 94 | + (L4-autonomous . "Self-directed goal pursuit"))))) |
| 95 | + |
| 96 | +;;;============================================================================ |
| 97 | +;;; SAFETY CONSTRAINTS |
| 98 | +;;; Safety requirements for agent-oriented languages |
| 99 | +;;;============================================================================ |
| 100 | + |
| 101 | +(define safety-constraints |
| 102 | + '((hard-constraints |
| 103 | + ((no-harm . "Agent must not cause harm to users or systems") |
| 104 | + (transparency . "Agent actions must be explainable") |
| 105 | + (consent . "Agent must respect user consent") |
| 106 | + (reversibility . "Prefer reversible actions") |
| 107 | + (human-override . "Human can always interrupt/override"))) |
| 108 | + |
| 109 | + (language-enforced |
| 110 | + ((Ensemble |
| 111 | + ((constraint . "AI effects are tracked in type system") |
| 112 | + (enforcement . "Compile-time verification of AI boundaries"))) |
| 113 | + (Phronesis |
| 114 | + ((constraint . "All decisions trace to declared values") |
| 115 | + (enforcement . "Formal proof of value alignment"))) |
| 116 | + (Oblíbený |
| 117 | + ((constraint . "Guaranteed termination") |
| 118 | + (enforcement . "Turing-incomplete by design"))))) |
| 119 | + |
| 120 | + (patterns |
| 121 | + ((sandbox-execution |
| 122 | + ((description . "Run agent code in isolated sandbox") |
| 123 | + (implementation . "WASM isolation, capability-based security"))) |
| 124 | + |
| 125 | + (capability-tokens |
| 126 | + ((description . "Explicit capability grants for agent actions") |
| 127 | + (implementation . "Linear types for one-time permissions"))) |
| 128 | + |
| 129 | + (audit-logging |
| 130 | + ((description . "Complete log of agent decisions") |
| 131 | + (implementation . "Append-only log with cryptographic integrity"))))))) |
| 132 | + |
| 133 | +;;;============================================================================ |
| 134 | +;;; INTERACTION PATTERNS |
| 135 | +;;; Standard patterns for agent interaction |
| 136 | +;;;============================================================================ |
| 137 | + |
| 138 | +(define interaction-patterns |
| 139 | + '((human-agent |
| 140 | + ((pair-programming |
| 141 | + ((description . "Human and AI collaborate on code") |
| 142 | + (language . Duet) |
| 143 | + (pattern . "Human provides intent, AI synthesizes, human verifies"))) |
| 144 | + |
| 145 | + (guided-exploration |
| 146 | + ((description . "Agent guides user through learning") |
| 147 | + (language . WokeLang) |
| 148 | + (pattern . "Agent suggests, asks consent, explains outcomes"))) |
| 149 | + |
| 150 | + (ethical-consultation |
| 151 | + ((description . "Human queries agent's ethical reasoning") |
| 152 | + (language . Phronesis) |
| 153 | + (pattern . "Human poses scenario, agent explains value application"))))) |
| 154 | + |
| 155 | + (agent-agent |
| 156 | + ((orchestration |
| 157 | + ((description . "One agent coordinates others") |
| 158 | + (language . Ensemble) |
| 159 | + (pattern . "Orchestrator dispatches tasks, aggregates results"))) |
| 160 | + |
| 161 | + (verification-chain |
| 162 | + ((description . "Agents verify each other's work") |
| 163 | + (language . Duet) |
| 164 | + (pattern . "Generator → Verifier → Arbiter"))) |
| 165 | + |
| 166 | + (consensus |
| 167 | + ((description . "Multiple agents reach agreement") |
| 168 | + (language . Phronesis) |
| 169 | + (pattern . "Propose → Evaluate → Vote → Commit"))))) |
| 170 | + |
| 171 | + (agent-system |
| 172 | + ((tool-invocation |
| 173 | + ((description . "Agent uses external tools") |
| 174 | + (pattern . "Request → Permission check → Execute → Validate result"))) |
| 175 | + |
| 176 | + (resource-management |
| 177 | + ((description . "Agent manages system resources") |
| 178 | + (language . Eclexia) |
| 179 | + (pattern . "Budget → Allocate → Use → Release → Account"))))))) |
| 180 | + |
| 181 | +;;; End of AGENTIC.scm |
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