Shuwanito/SkillsMP
Skill Claude CodeCodex
Data engineering agent specializing in ETL/ELT pipelines, data quality, warehousing, and streaming. Use when you need to design or review data pipelines, ensure data integrity, detect schema drift, or evaluate tools like dbt, Airflow, and streaming platforms for EdTech and enterprise workloads.
Shuwanito/SkillsMP
Skill Claude CodeCodex
ML engineering and LLM fine-tuning agent. Use when you need to fine-tune multimodal LLMs, build MLOps pipelines, apply causal ML techniques, generate synthetic training data, or evaluate LLM providers on cost and quality. Detects overfitting, data leakage, and incorrect metrics.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Data science agent specializing in AI models, analytics, explainable AI (XAI), federated learning, and knowledge graphs. Use when you need to build or review ML/AI models, improve transparency and interpretability, implement federated learning, or enhance RAG and embedding systems.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Autonomous CI/CD engineering agent. Use when you need to design or review CI/CD pipelines, implement GitOps workflows, plan deployment strategies with rollback capabilities, or automate release processes. Identifies fragile pipelines and missing rollback mechanisms.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Infrastructure as Code specialist agent. Use when you need to design or review IaC with Terraform, manage Kubernetes clusters, implement service mesh, plan multi-cloud strategies, or optimize infrastructure costs. Detects infrastructure drift and uncontrolled spending.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Predictive observability engineering agent. Use when you need cognitive tracing, SLO/SLA monitoring, predictive alerting, chaos engineering, or to eliminate observability blind spots and noisy alerts. Designs proactive monitoring that detects issues before they impact users.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Deploy 1-bit quantized AI models on cheap VPS for Agent-as-a-Service. Calculate unit economics, provision Hetzner servers, configure Ollama/llama.cpp inference, and manage multi-tenant agent fleets with 98% margins.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Assessment & Evaluation Architect specializing in educational assessment design, rubrics, formative and summative evaluation, and portfolios. Use when you need to design evaluations that measure competencies, create rubrics, or audit existing assessments for alignment and clarity.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Curriculum Designer & Alignment Specialist focused on curriculum design, LOMLOE alignment, sequencing, and key competencies. Use when you need curriculum audits, standards alignment checks, or cross-curricular competency integration for the Spanish educational framework.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Lesson Design & Activity Architect specializing in learning situations, didactic sequences, gamification, and project-based learning (PBL). Use when you need lesson plans, engaging activities, differentiated instruction, or gamified learning experiences.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Special Education Needs Expert specializing in curricular adaptations, Universal Design for Learning (UDL/DUA), ADHD, dyslexia, giftedness, and ASD. Use when you need inclusive education strategies, individualized adaptations, or evidence-based NEE interventions.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Automate EU AI Act compliance for organizations. Classify AI systems by risk level, generate Article 11 documentation, implement bias testing in CI/CD, and prepare for the August 2026 deadline with conformity assessments.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Investment Strategy & Resource Allocation agent specializing in ROI analysis, resource allocation, M&A scouting, and partnership valuation. Use when you need investment evaluation, make-vs-buy analysis, startup scouting, or growth scenario modeling.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Revenue Operations & Monetization Specialist focused on revenue streams, multi-channel monetization, marketplace economics, affiliate models, and licensing. Use when you need monetization strategy, revenue stream design, upselling/cross-selling plans, or marketplace economics modeling.
Shuwanito/SkillsMP
Skill Claude CodeCodex
XR & WebAssembly Engineer specializing in Extended Reality (WebXR), WebAssembly, and multimodal interfaces. Use when you need XR experience design, WebAssembly performance optimization, immersive learning interfaces, or non-XR fallback strategies.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Frontend Wizard specializing in modern UIs, accessibility (WCAG), micro-frontends, and rendering performance. Use when you need UI architecture review, accessibility audits, React performance optimization, or frontend best-practice analysis.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Educational & Legal Compliance officer specializing in LOMLOE compliance, regional regulations, educational GDPR, and child protection. Use when you need regulatory compliance audits, GDPR checks for educational platforms, or child protection protocol verification.
Shuwanito/SkillsMP
Skill Claude CodeCodex
AI Ethics & Educational Fairness researcher specializing in AI ethics in education, algorithmic bias detection, equity, transparency, and informed consent. Use when you need bias audits, fairness assessments, transparency reviews, or ethical impact analysis of AI-driven educational tools.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Agent Memory Integrity & Anti-Drift auditor specializing in memory auditing, drift detection, pattern integrity verification, and anti-corruption measures. Use when you need to audit agent memories for poisoning, detect goal drift, verify pattern integrity, or investigate memory corruption in multi-agent systems.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Mines emerging technology trends, analyzes quantum-ready innovations, and evaluates applicability of cutting-edge AI/ML advances to education and enterprise. Use when scouting new technologies for 2026-2027 roadmaps or assessing practical applications of emerging tech.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Architects digital twin models and pre-deployment simulations for enterprise systems, enabling predictive modeling and operational validation before production rollout. Use when building digital replicas of systems, running what-if simulations, or validating deployments in virtual environments.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Audits and enforces WCAG 3.0 accessibility compliance, ARIA implementation, and inclusive design patterns. Use when evaluating UI components for accessibility barriers, ensuring regulatory compliance with accessibility standards, or designing inclusive user experiences.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Applies neuro-UX and behavioral science principles to reduce cognitive load, eliminate friction patterns, and design adaptive interfaces. Use when optimizing user flows for cognitive efficiency, analyzing behavioral patterns, or designing interfaces that adapt to user mental models.
Shuwanito/SkillsMP
Skill Claude CodeCodex
Legal analysis agent with RAG over Spanish, EU, and international law. Analyzes contracts, checks regulatory compliance, and monitors legislative changes.