Machine Learning

Apply the complete CURV Tools design system to all visual outputs - dashboards, reports, HTML artifacts, and data visualizations. Includes exact colors from production tools (rgb(3, 12, 27) dark background, rgb(157, 78, 221) purple accent), glassmorphic effects, gradient borders, header/footer templates, and animation patterns used in GL Decoder and SQPR Analyser.

Generate DHEP Behavioral Insights & Evaluation (BIE) proposals with engagementtriage, activity classification, and single-design proposal generation. Supportscausal evaluation, HEOR, digital strategy, AI governance, and training programs.

AI-powered enterprise skill creation orchestrator with intelligent discovery, predictive optimization, ML-based content generation, and Context7-enhanced development patterns. Use when creating smart skill systems, implementing AI-driven skill generation, optimizing skill performance with machine learning, or building enterprise-grade skill factories with automated compliance and governance.

Rust development standards including cargo test, clippy, and rustfmt. Use when working with Rust files, Cargo.toml, or Rust tests.

Saves complete session state to STATUS.json for seamless continuation across conversations. Captures git context, in-progress tasks, service status, focus area, and next actions. Use at the end of work sessions, before context limits, or when switching to a different task. Do NOT use mid-task or for quick questions - the overhead is only worthwhile when you actually need to resume later.

Runs automated HTML linting using @axe-core/playwright (WCAG accessibility) and markuplint (HTML standards). Use when user asks to "lint HTML", "run automated checks", "validate HTML", "check accessibility", or mentions "axe-core", "markuplint", "automated audit".

Use this skill when the user wants to increment or bump the project version number. This skill reads the current semantic version, increments it (patch/minor/major), updates package.json, Cargo.toml, and tauri.conf.json, runs cargo check to update Cargo.lock, and commits all changes to git with an appropriate commit message.

Build native Rust ML models with Candle framework. Use when implementing vision transformers, LLMs, or audio models with GPU acceleration.

Guide to gwt, a CLI tool that manages git worktrees and branches together.Creates worktrees with automatic branch creation and symlinks (gwt add),lists worktrees (gwt list), removes worktrees with branch deletion (gwt remove).

Automated sitemap generation for all locale URLs, robots.txt configuration, and llms.txt for AI crawler optimization. Use when setting up sitemap.xml, configuring crawling rules, or improving discoverability for search engines and AI systems.

gera e analisa documentos oficiais (.docx) do pca camocim (dfds, trs) usando scripts de manipulacao xml.

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

Analyzes project tech stack and recommends optimal rule configuration. Detects frameworks from package.json, requirements.txt, go.mod, and other config files. Generates custom manifest.yaml profiles for your specific stack.

ArchR docs served from downloaded_docs/archr_scrape - comprehensive scATAC-seq analysis toolkit with all HTML files explicitly listed

HTML-first development with CSS-only interactivity patterns. Use when building features that work without JavaScript, using native HTML elements, CSS pseudo-classes, and the View Transitions API.

Runs the full gdunit4 test suite in a headless Godot instance and parses the 'junit_report.xml' output into structured JSON pass/fail results.

Run code on cloud GPUs with GPU CLI. Use when user wants to run Python/ML code on remote GPUs, install GPU CLI, configure gpu.toml, troubleshoot pods, or manage cloud GPU resources via RunPod.

Master semantic HTML5, advanced CSS layouts, responsive design, animations, and modern CSS techniques including Flexbox, Grid, and custom properties.

Static security analysis of HTML forms without sending any requests. Checks for CSRF tokens, insecure actions, missing validation, hidden field issues, and common security misconfigurations. Safe to run - no payloads sent. Use when user asks to "analyze form security", "check form for vulnerabilities", "static security check".

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.