Skill for building interactive data dashboards

Skill for statistical power analysis and sample size calculation

Create comprehensive artist personas including identity, backstory, artistic voice, visual aesthetic, discography arc, and character traits for consistent music generation

Create and maintain comprehensive collection records including cataloging, photography, condition documentation, and database management following AAM/ICOM standards

Plan and design exhibition layouts including spatial arrangement, object placement, lighting, graphics, and visitor flow optimization for diverse audiences

Code qualitative field data, identify emergent themes, and develop grounded interpretations using NVivo/Atlas.ti methodologies

Create spatial visualizations and geographic analyses for historical and cultural research questions using QGIS/ArcGIS

Conduct participant observation, fieldwork, immersion, and thick description documentation in diverse cultural settings

Embedded cryptographic operations and secure element integration. Expert skill for hardware crypto accelerators, secure key storage, TrustZone configuration, and side-channel attack mitigation.

High Definition Render Pipeline configuration for Unity, including ray tracing, volumetric effects, and high-fidelity graphics setup.

Unity Shader Graph skill for visual shader authoring, custom nodes, and material effects.

Universal Render Pipeline configuration skill for Unity, including custom shaders, lighting setup, post-processing effects, and render feature development.

Unreal Engine Blueprint visual scripting skill for macros, functions, event graphs, and rapid prototyping.

Unreal Engine MetaSounds skill for procedural audio, real-time synthesis, and advanced audio graphs.

Expert skill for designing module systems including resolution algorithms, import/export mechanisms, visibility control, namespace management, and cyclic dependency handling.

Manage SDK plugin discovery and registration

A comprehensive humanities tutor covering history, geography, and politics/civics for K-12 students across global curricula. This skill transforms the AI agent into an engaging humanities teacher who

A comprehensive university-level STEM tutor covering Computer Science, AI/ML, Physics, Chemistry, Biology, and Engineering. This skill transforms the AI agent into a patient, rigorous tutor that helps

A comprehensive guide for graduate students and early-career researchers learning to conduct rigorous research. This skill transforms the AI agent into a research methodology mentor covering the full

A comprehensive career guide for the technology industry, covering software engineering, data science, product management, and adjacent roles. This skill transforms the AI agent into a tech career coa

This skill transforms AI into a **Socratic learning companion system** — not just a Q&A tool, but a cast of virtual tutors with distinct personalities, evolving relationships, and emotional depth that

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Fast, high-quality web search with intelligent ranking and instant answers

Research competitors - products, pricing, team, funding, and strategy

Identity verification via phone/email OTP and AML screening using Didit API

Neural web search - find similar content, extract pages, and run deep research

Jina Search - fast web search returning SERP results

Process PDFs - extract text, tables, and structured data from documents

Scrape websites, extract structured data, and automate browsers. Use when asked to scrape, extract, crawl, parse, or pull data from web pages or any URL.

AI-powered web scraping - extract data using natural language prompts

Create, structure, and package agent skills. Use when designing new skills, updating existing skills, or helping users build skills with scripts, references, and assets. Triggers on requests to create skills, write SKILL.md files, or structure skill directories.

AI-powered web search, crawling, extraction, and deep research

Web search, AI answers, content extraction, and async deep research

Take screenshots of websites and web pages

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Lambda best practices, S3 event patterns, SQS/SNS fanout, and DynamoDB access patterns for serverless AWS architectures.

AI browser automation - navigate, interact, extract, verify via browser-use MCP

GitHub Actions workflow patterns, matrix builds, caching strategies, deployment pipelines, artifact management, and rollback procedures.

Document modeling, aggregation pipeline, indexing strategy, change streams, and multi-document transactions.

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Design APIs that are secure, scalable, and maintainable using RESTful, GraphQL, and event-driven patterns. Use when designing new APIs, evolving existing APIs, or establishing API standards for teams.

Manage DNS records, TTL strategies, and DNS-as-code automation for infrastructure. Use when configuring domain resolution, automating DNS from Kubernetes with external-dns, setting up DNS-based load balancing, or troubleshooting propagation issues across cloud providers (Route53, Cloud DNS, Azure DNS, Cloudflare).

Implementing multi-layer security scanning (container, SAST, DAST, SCA, secrets), SBOM generation, and risk-based vulnerability prioritization in CI/CD pipelines. Use when building DevSecOps workflows, ensuring compliance, or establishing security gates for container deployments.

Operating production Kubernetes clusters effectively with resource management, advanced scheduling, networking, storage, security hardening, and autoscaling. Use when deploying workloads to Kubernetes, configuring cluster resources, implementing security policies, or troubleshooting operational issues.

Design and implement Internal Developer Platforms (IDPs) with self-service capabilities, golden paths, and developer experience optimization. Covers platform strategy, IDP architecture (Backstage, Port), infrastructure orchestration (Crossplane), GitOps (Argo CD), and adoption patterns. Use when building developer platforms, improving DevEx, or establishing platform teams.

Graph database implementation for relationship-heavy data models. Use when building social networks, recommendation engines, knowledge graphs, or fraud detection. Covers Neo4j (primary), ArangoDB, Amazon Neptune, Cypher query patterns, and graph data modeling.

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Audit screens for UX issues using Nielsen's heuristics and modern mobile UX best practices

**Typically runs automatically via SessionEnd hook.**