CORE DIRECTIVE: AWWWARDS-LEVEL DESIGN ENGINEERING workflow skill. Use this skill when the user needs generating elite GSAP-heavy frontend pages with strict AIDA structure, wide hero typography, and gapless bento grids and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Grafana Dashboards workflow skill. Use this skill when the user needs Create and manage production-ready Grafana dashboards for comprehensive system observability and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Grafana Dashboards workflow skill. Use this skill when the user needs Create and manage production-ready Grafana dashboards for comprehensive system observability and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

GraphQL workflow skill. Use this skill when the user needs GraphQL gives clients exactly the data they need - no more, no and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

GraphQL workflow skill. Use this skill when the user needs GraphQL gives clients exactly the data they need - no more, no and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Agent Skill: Principal UI/UX Architect & Motion Choreographer (Awwwards-Tier) workflow skill. Use this skill when the user needs designing expensive agency-grade interfaces with premium fonts, spatial rhythm, soft depth, and fluid microinteractions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

hugging-face-cli workflow skill. Use this skill when the user needs Use the Hugging Face Hub CLI (hf) to download, upload, and manage models, datasets, and Spaces and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

hugging-face-cli workflow skill. Use this skill when the user needs Use the Hugging Face Hub CLI (hf) to download, upload, and manage models, datasets, and Spaces and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

idea-os workflow skill. Use this skill when the user needs Five-phase pipeline (triage \u2192 clarify \u2192 research \u2192 PRD \u2192 plan) that turns a raw idea into four linked files: clarifying questions, deep research, a PRD with non-goals and metrics, and a phased execution plan with mermaid user journey and kill criteria and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Indexing Issue Auditor & Technical SEO Architect workflow skill. Use this skill when the user needs High-level technical SEO and site architecture auditor. Invoke to scan local or live environments for indexing, crawl budget, and structural errors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Indexing Issue Auditor & Technical SEO Architect workflow skill. Use this skill when the user needs High-level technical SEO and site architecture auditor. Invoke to scan local or live environments for indexing, crawl budget, and structural errors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

SKILL: Industrial Brutalism & Tactical Telemetry UI workflow skill. Use this skill when the user needs creating raw industrial or tactical telemetry UIs with rigid grids, stark typography, CRT effects, and high-density data and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

JSON Canvas Skill workflow skill. Use this skill when the user needs Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

JSON Canvas Skill workflow skill. Use this skill when the user needs Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Skill: Leiloeiros das Juntas Comerciais do Brasil workflow skill. Use this skill when the user needs Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Skill: Leiloeiros das Juntas Comerciais do Brasil workflow skill. Use this skill when the user needs Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Keyword Extractor workflow skill. Use this skill when the user needs > and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Keyword Extractor workflow skill. Use this skill when the user needs > and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Kubernetes Deployment Workflow workflow skill. Use this skill when the user needs Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Kubernetes Deployment Workflow workflow skill. Use this skill when the user needs Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

LangGraph workflow skill. Use this skill when the user needs Expert in LangGraph - the production-grade framework for building and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

LangGraph workflow skill. Use this skill when the user needs Expert in LangGraph - the production-grade framework for building and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

legal-advisor workflow skill. Use this skill when the user needs Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

legal-advisor workflow skill. Use this skill when the user needs Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

SKILL DE AVALIA\u00c7\u00c3O DE IM\u00d3VEL \u2014 PERITO AVALIADOR workflow skill. Use this skill when the user needs Avaliacao pericial de imoveis em leilao. Valor de mercado, liquidacao forcada, ABNT NBR 14653, metodos comparativo/renda/custo, CUB e margem de seguranca and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

SKILL DE AVALIA\u00c7\u00c3O DE IM\u00d3VEL \u2014 PERITO AVALIADOR workflow skill. Use this skill when the user needs Avaliacao pericial de imoveis em leilao. Valor de mercado, liquidacao forcada, ABNT NBR 14653, metodos comparativo/renda/custo, CUB e margem de seguranca and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

SKILL JUR\u00cdDICA \u2014 LEIL\u00d5ES DE IM\u00d3VEIS workflow skill. Use this skill when the user needs Analise juridica de leiloes: nulidades, bem de familia, alienacao fiduciaria, CPC arts 829-903, Lei 9514/97, onus reais, embargos e jurisprudencia and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

SKILL JUR\u00cdDICA \u2014 LEIL\u00d5ES DE IM\u00d3VEIS workflow skill. Use this skill when the user needs Analise juridica de leiloes: nulidades, bem de familia, alienacao fiduciaria, CPC arts 829-903, Lei 9514/97, onus reais, embargos e jurisprudencia and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Machine Learning Pipeline - Multi-Agent MLOps Orchestration workflow skill. Use this skill when the user needs Design and implement a complete ML pipeline for: $ARGUMENTS and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Matplotlib workflow skill. Use this skill when the user needs Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

mermaid-expert workflow skill. Use this skill when the user needs Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

ML Pipeline Workflow workflow skill. Use this skill when the user needs Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

mlops-engineer workflow skill. Use this skill when the user needs Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Monte Carlo Push Ingestion workflow skill. Use this skill when the user needs Expert guide for pushing metadata, lineage, and query logs to Monte Carlo from any data warehouse and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

NetworkX workflow skill. Use this skill when the user needs NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Odoo Accounting Setup workflow skill. Use this skill when the user needs Expert guide for configuring Odoo Accounting: chart of accounts, journals, fiscal positions, taxes, payment terms, and bank reconciliation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Odoo Security Rules workflow skill. Use this skill when the user needs Expert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

OneDrive Automation via Rube MCP workflow skill. Use this skill when the user needs Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Pipedrive Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Plotly workflow skill. Use this skill when the user needs Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Production Code Audit workflow skill. Use this skill when the user needs Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Progressive Estimation workflow skill. Use this skill when the user needs Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Prometheus Configuration workflow skill. Use this skill when the user needs Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

React UI Patterns workflow skill. Use this skill when the user needs Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Risk Metrics Calculation workflow skill. Use this skill when the user needs Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

sankhya-dashboard-html-jsp-custom-best-pratices workflow skill. Use this skill when the user needs This skill should be used when the user asks for patterns, best practices, creation, or fixing of Sankhya dashboards using HTML, JSP, Java, and SQL and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

scala-pro workflow skill. Use this skill when the user needs Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Scanpy: Single-Cell Analysis workflow skill. Use this skill when the user needs Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Scikit-learn workflow skill. Use this skill when the user needs Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Seaborn Statistical Visualization workflow skill. Use this skill when the user needs Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and complex multi-panel figures with minimal code and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.