aiwg
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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
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{
"$schema": "https://github.com/jmagly/aiwg/schemas/models-v2.schema.json",
"$id": "https://github.com/jmagly/aiwg/models-config-v2.json",
"title": "AIWG Model Configuration v2",
"description": "Enhanced model configuration with tier system for AIWG SDLC framework",
"version": "2.0.0",
"lastUpdated": "2025-12-12",
"defaults": {
"tier": "standard",
"provider": "claude"
},
"tiers": {
"economy": {
"description": "Fastest, lowest cost. For development, testing, simple tasks.",
"costMultiplier": 0.1,
"roleMapping": {
"reasoning": "efficiency",
"coding": "efficiency",
"efficiency": "efficiency"
}
},
"standard": {
"description": "Balanced speed, quality, cost. General production use.",
"costMultiplier": 1.0,
"roleMapping": {
"reasoning": "coding",
"coding": "coding",
"efficiency": "efficiency"
}
},
"premium": {
"description": "Higher quality for complex tasks. Critical production paths.",
"costMultiplier": 3.0,
"roleMapping": {
"reasoning": "reasoning",
"coding": "coding",
"efficiency": "coding"
}
},
"max-quality": {
"description": "Best available models. Architecture, security, critical decisions.",
"costMultiplier": 10.0,
"roleMapping": {
"reasoning": "reasoning",
"coding": "reasoning",
"efficiency": "reasoning"
}
}
},
"providers": {
"claude": {
"models": {
"reasoning": {
"default": "claude-opus-4-5-20251101",
"aliases": ["opus", "opus-4.5", "claude-opus"],
"capabilities": ["long-context", "reasoning", "code-generation", "vision", "tool-use"],
"contextWindow": 200000,
"costPer1kTokens": { "input": 0.015, "output": 0.075 }
},
"coding": {
"default": "claude-sonnet-4-5-20250929",
"aliases": ["sonnet", "sonnet-4.5", "claude-sonnet"],
"capabilities": ["code-generation", "reasoning", "vision", "tool-use"],
"contextWindow": 200000,
"costPer1kTokens": { "input": 0.003, "output": 0.015 }
},
"efficiency": {
"default": "claude-haiku-3-5",
"aliases": ["haiku", "haiku-3.5", "claude-haiku"],
"capabilities": ["code-generation", "fast-response", "tool-use"],
"contextWindow": 200000,
"costPer1kTokens": { "input": 0.00025, "output": 0.00125 }
}
},
"tierOverrides": {
"max-quality": {
"reasoning": "claude-opus-4-5-20251101",
"coding": "claude-opus-4-5-20251101",
"efficiency": "claude-sonnet-4-5-20250929"
}
}
},
"openai": {
"models": {
"reasoning": {
"default": "gpt-5",
"aliases": ["gpt5", "openai-reasoning", "o3"],
"capabilities": ["reasoning", "code-generation", "vision", "tool-use"],
"contextWindow": 128000,
"costPer1kTokens": { "input": 0.01, "output": 0.03 }
},
"coding": {
"default": "gpt-5-codex",
"aliases": ["codex", "openai-coding", "gpt5-codex"],
"capabilities": ["code-generation", "reasoning", "tool-use"],
"contextWindow": 128000,
"costPer1kTokens": { "input": 0.005, "output": 0.015 }
},
"efficiency": {
"default": "gpt-4o-mini",
"aliases": ["gpt4o-mini", "openai-fast", "mini"],
"capabilities": ["fast-response", "code-generation"],
"contextWindow": 128000,
"costPer1kTokens": { "input": 0.00015, "output": 0.0006 }
}
},
"tierOverrides": {
"max-quality": {
"reasoning": "gpt-5.2",
"coding": "gpt-5",
"efficiency": "gpt-5-codex"
},
"premium": {
"reasoning": "gpt-5",
"coding": "gpt-5-codex",
"efficiency": "gpt-4o"
}
}
},
"factory": {
"inherits": "claude",
"description": "Factory AI uses Claude models via API proxy"
},
"copilot": {
"models": {
"reasoning": {
"default": "claude-sonnet-4",
"aliases": ["copilot-reasoning", "sonnet"],
"capabilities": ["reasoning", "code-generation"],
"contextWindow": 128000
},
"coding": {
"default": "gpt-4o",
"aliases": ["copilot-coding", "gpt4o"],
"capabilities": ["code-generation", "fast-response"],
"contextWindow": 128000
},
"efficiency": {
"default": "gpt-4o-mini",
"aliases": ["copilot-fast", "mini"],
"capabilities": ["fast-response"],
"contextWindow": 128000
}
}
},
"windsurf": {
"_status": "EXPERIMENTAL",
"inherits": "claude",
"description": "Windsurf IDE uses Claude models (experimental support)"
},
"opencode": {
"models": {
"reasoning": {
"default": "anthropic:claude-sonnet-4-20250514",
"aliases": ["opencode-reasoning"],
"capabilities": ["reasoning", "code-generation"]
},
"coding": {
"default": "anthropic:claude-sonnet-4-20250514",
"aliases": ["opencode-coding"],
"capabilities": ["code-generation"]
},
"efficiency": {
"default": "anthropic:claude-haiku-3-5-20241022",
"aliases": ["opencode-fast"],
"capabilities": ["fast-response"]
}
}
}
},
"agentRoleAssignments": {
"orchestration": {
"agents": [
"executive-orchestrator",
"intake-coordinator",
"project-manager",
"deployment-manager"
],
"defaultRole": "reasoning",
"minimumTier": "premium",
"rationale": "Orchestration agents coordinate complex multi-agent workflows requiring sophisticated reasoning"
},
"architecture": {
"agents": [
"architecture-designer",
"security-architect",
"cloud-architect",
"test-architect",
"api-designer"
],
"defaultRole": "reasoning",
"minimumTier": "premium",
"rationale": "Architecture decisions have long-term impact and require deep analysis"
},
"analysis": {
"agents": [
"requirements-analyst",
"system-analyst",
"business-process-analyst",
"domain-expert",
"metrics-analyst"
],
"defaultRole": "reasoning",
"minimumTier": "standard",
"rationale": "Analysis tasks benefit from strong reasoning but can use standard tier"
},
"implementation": {
"agents": [
"software-implementer",
"database-optimizer",
"devops-engineer",
"integration-engineer",
"performance-engineer"
],
"defaultRole": "coding",
"minimumTier": "standard",
"rationale": "Implementation benefits from balanced quality and speed"
},
"review": {
"agents": [
"code-reviewer",
"security-auditor",
"requirements-reviewer",
"security-gatekeeper"
],
"defaultRole": "coding",
"minimumTier": "standard",
"rationale": "Reviews need quality but benefit from throughput"
},
"documentation": {
"agents": [
"technical-writer",
"api-documenter",
"documentation-archivist",
"documentation-synthesizer",
"architecture-documenter",
"test-documenter",
"requirements-documenter"
],
"defaultRole": "coding",
"minimumTier": "standard",
"rationale": "Documentation is important but typically iterative"
},
"testing": {
"agents": [
"test-engineer",
"test-architect",
"mutation-analyst",
"debugger"
],
"defaultRole": "coding",
"minimumTier": "standard",
"rationale": "Testing requires good code generation capabilities"
},
"operational": {
"agents": [
"configuration-manager",
"environment-engineer",
"build-engineer",
"reliability-engineer",
"incident-responder"
],
"defaultRole": "efficiency",
"minimumTier": "economy",
"rationale": "Operational tasks are often routine and benefit from speed"
},
"support": {
"agents": [
"context-librarian",
"traceability-manager",
"toolsmith",
"support-lead"
],
"defaultRole": "efficiency",
"minimumTier": "economy",
"rationale": "Support roles handle routine coordination tasks"
}
},
"shorthand": {
"opus": "claude-opus-4-5-20251101",
"opus-4.1": "claude-opus-4-1-20250805",
"sonnet": "claude-sonnet-4-5-20250929",
"haiku": "claude-haiku-3-5",
"gpt5": "gpt-5",
"gpt5.2": "gpt-5.2",
"gpt4o": "gpt-4o",
"gpt4o-mini": "gpt-4o-mini",
"inherit": "inherit"
},
"_comments": {
"migration": "This v2 schema extends v1; existing configs remain compatible",
"tiersExplained": "Tiers abstract model selection: economy uses fast models, max-quality uses best available",
"minimumTier": "Agents with minimumTier set will not downgrade below that tier unless --ignore-minimums is used",
"providerInheritance": "Providers can inherit from others to reduce duplication",
"customTiers": "Users can define custom tiers in their personal or project config files",
"costEstimates": "costPer1kTokens are approximate and may change; used for estimation only"
}
}