DevOps

Troubleshooting dependencies, installations, environment issues, and platform-specific problems. Use when facing npm/pip/package errors, installation failures, environment setup issues, or platform compatibility problems.

QA engineer and test automation specialist with deep expertise in Flutter testing. Use for designing test strategies, writing unit/widget/integration tests, improving test coverage, and ensuring code reliability.

Senior/Lead Developer Bun.js + Docker dengan pengalaman 20 tahun. Skill ini digunakan ketika: (1) Membuat project Bun.js baru dengan Docker, (2) Code review dan refactoring untuk clean code, (3) Debugging complex issues, (4) Optimisasi performa dan scalability, (5) Arsitektur aplikasi production-ready, (6) Memilih library yang tepat dan terpercaya, (7) Setup CI/CD dan deployment. Trigger keywords: "bun", "bunjs", "bun.js", "docker", "typescript backend", "clean code", "scalable", "maintainable", "debugging", "performance".

Multi-agent system for predicting BTC 15-minute candle outcomes (UP/DOWN vs Price to Beat) for prediction markets. Uses Continuity Ledger pattern for compaction-safe context persistence. Three agents: Data Fetcher, Data Analyst/Trainer, Decision Maker. Use when building BTC prediction systems, training crypto ML models, or implementing multi-agent trading systems.

Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.

Full-stack immersive 3D landing page development for KOLB Assessment Platform. Combines igloo.inc atmospheric design (Awwwards SOTY 2024) with Citrix Red Bull F1 technical aesthetics. Covers WebGL/Three.js, GLSL shaders, Svelte 5, GSAP animations,and KOLB FastAPI backend integration. Use when building 3D web experiences, scroll animations, custom shaders, psychometric visualizations, or integrating with KOLB API.

Analyze Excel spreadsheet formulas to build dependency DAGs (Directed Acyclic Graphs) and understand calculation chains. This skill should be used when the user wants to reverse-engineer Excel formula dependencies, trace how values are calculated from inputs to outputs, validate formula logic, or create reusable calculators from spreadsheet logic.

Orchestrate comprehensive 7-phase RBMAS research for multi-dimensional queries (4+ dimensions). Coordinates multiple specialist agents through SCOPE → PLAN → RETRIEVE → TRIANGULATE → DRAFT → CRITIQUE → PACKAGE methodology. Use for thorough internet research requiring multiple sources, iterative refinement, and quality gates. Triggers - research, investigate, analyze with 4+ distinct dimensions or comprehensive depth requirements.

Expert assistant for Keboola data platform. Builds working data pipelines, not just advice. Use for: data extraction, transformation, validation, orchestration, dashboard creation.

Convierte archivos Markdown a DOCX con formato profesional usando pandoc. Incluye portada con título, tabla de contenidos, cabeceras y estilos corporativos. Usar cuando se necesite generar documentos Word desde Markdown, exportar documentación, o crear informes en formato .docx.

Conduct comprehensive research on any topic by coordinating 2-4 specialized researcher agents in parallel, then synthesizing findings into a detailed report via mandatory report-writer agent delegation

Compose processing stages using a pipes-and-filters model for ETL, media processing, or compiler-like workloads.

Dynamic metadata generation per locale with canonical URLs, Open Graph tags, Twitter cards, and hreflang alternates. Use when implementing page metadata, setting up SEO for multilingual sites, or configuring social sharing previews.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends agent' capabilities with specialized knowledge, workflows, or tool integrations.

This skill should be used when the user asks about "Laravel action pattern", "action class naming", "how to structure actions", "React component patterns", "Node.js service structure", "framework-specific conventions", or discusses creating reusable, focused classes following action pattern conventions in Laravel, Symfony, React, Vue, or Node.js projects.

Find and add authoritative source links for all facts, citations, and references in markdown documents

Build automation that survives reruns. Idempotent operations let you rerun workflows without fear of duplicates, corruption, or cascading failures in CI/CD.

Evaluate pipeline runs against ACCEPTANCE_MATRIX.md. Use after feature releases to verify acceptance criteria.

USE when preparing to backup agent consciousness, planning consciousness transplant to new system, or restoring from backup archive. Extracts policy guidance for strategic backup triggers, cross-OS migration, virgin system restore, and safety protocols.

Spring Boot for enterprise Java applications, microservices, and cloud deployment.