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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"] } }