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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": "mmk-skills",
"description": "Model-invoked skills for Media Marketing Kit orchestration",
"version": "1.0.0",
"type": "skills-catalog",
"skills": [
{
"name": "brand-compliance",
"description": "Unified brand compliance validation across visual, verbal, and legal dimensions",
"triggers": ["brand review", "check brand compliance", "validate against brand guidelines", "brand audit"]
},
{
"name": "qa-protocol",
"description": "Multi-stage QA protocol with channel-specific validation",
"triggers": ["quality check", "QA this asset", "validate for [channel]", "pre-flight check"]
},
{
"name": "review-synthesis",
"description": "Aggregate multi-reviewer feedback into consolidated recommendations",
"triggers": ["synthesize reviews", "merge feedback", "consolidate comments", "what do reviewers say"]
},
{
"name": "approval-workflow",
"description": "Multi-stakeholder approval routing with status tracking",
"triggers": ["submit for approval", "approval workflow", "get sign-off", "approval status"]
},
{
"name": "data-pipeline",
"description": "Marketing data collection, transformation, and reporting workflows",
"triggers": ["collect marketing data", "update metrics", "refresh analytics", "data pipeline"]
},
{
"name": "audience-synthesis",
"description": "Synthesize audience insights into personas and segments",
"triggers": ["analyze audience", "build personas", "segment audience", "audience insights"]
},
{
"name": "competitive-intel",
"description": "Competitive intelligence gathering and analysis",
"triggers": ["competitive analysis", "analyze competitors", "competitive landscape", "competitor update"]
},
{
"name": "performance-digest",
"description": "Executive-ready performance summaries with insights",
"triggers": ["performance summary", "marketing report", "how are we doing", "KPI update"]
}
],
"dependencies": {
"utilities": ["parallel-dispatch", "artifact-metadata", "project-awareness"],
"voice-framework": ["voice-apply"]
}
}