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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{
"name": "aiwg-utils-skills",
"description": "Cross-framework utility skills for AIWG orchestration",
"version": "1.0.0",
"type": "skills-catalog",
"skills": [
{
"name": "parallel-dispatch",
"description": "Generic parallel agent orchestration utility",
"triggers": ["launch parallel [agents]", "concurrent review", "parallel analysis"],
"scripts": ["scripts/parallel_dispatcher.py"]
},
{
"name": "artifact-metadata",
"description": "Artifact lifecycle tracking with versioning and ownership",
"triggers": ["track artifact", "update artifact status", "artifact metadata"],
"scripts": ["scripts/artifact_metadata.py"]
},
{
"name": "template-engine",
"description": "Template instantiation with context-aware variable substitution",
"triggers": ["use template", "instantiate template", "fill template"],
"scripts": ["scripts/template_engine.py"]
},
{
"name": "project-awareness",
"description": "Comprehensive project context detection",
"triggers": ["detect project", "project context", "what kind of project"],
"scripts": ["scripts/project_awareness.py"]
},
{
"name": "config-validator",
"description": "AIWG configuration validation and setup verification",
"triggers": ["validate config", "check configuration", "verify setup", "config issues"]
},
{
"name": "nl-router",
"description": "Natural language request routing to appropriate skills",
"triggers": ["(meta-router - processes unmatched natural language)"]
},
{
"name": "workspace-health",
"description": "Workspace alignment assessment and cleanup recommendations",
"triggers": ["check workspace health", "workspace status", "is my workspace aligned", "cleanup recommendations", "do I need to realign"]
},
{
"name": "claims-validator",
"description": "Validates factual claims against source documents",
"triggers": ["validate claims", "check facts", "verify statements"]
}
],
"usage": "These skills are consumed by framework-specific skills and can be invoked directly for utility operations."
}