Rand

Automatically discover eBPF and kernel skills when working with eBPF. Activates for ebpf development tasks.

Automatically discover collaboration and teamwork skills when working with collaboration. Activates for collaboration development tasks.

Automatically discover programming language theory skills when working with compilers. Activates for plt development tasks.

Automatically discover WebAssembly skills when working with WebAssembly. Activates for wasm development tasks.

Automatically discover proxy skills when working with forward/reverse proxies, nginx, traefik, envoy, caching, or NATS messaging

Automatically discover intermediate representation and compiler skills when working with intermediate representation. Activates for ir development tasks.

Automatically discover diagram and visualization skills when working with flowcharts, sequence diagrams, architecture diagrams, ER diagrams, Gantt charts, mindmaps, or any visual documentation using Mermaid.js. Activates for documentation and visualization tasks.

Automatically discover formal methods and verification skills when working with formal methods. Activates for formal development tasks.

Automatically discover Zig programming skills when working with Zig. Activates for zig development tasks.

Automatically discover deployment and release skills when working with deployment. Activates for deployment development tasks.

Automatically discover Modal platform skills when working with Modal. Activates for modal development tasks.

Automatically discover build system skills when working with build systems. Activates for build-systems development tasks.

Automatically discover debugging and profiling skills when working with debugging. Activates for debugging development tasks.

Automatically discover machine learning and AI skills when working with machine learning. Activates for ml development tasks.

Automatically discover data pipeline and ETL skills when working with ETL. Activates for data development tasks.

Automatically discover networking and connectivity skills when working with networking. Activates for networking development tasks.

Automatically discover mathematics and algorithm skills when working with mathematics. Activates for math development tasks.

Automatically discover cryptography skills when working with encryption, TLS, certificates, PKI, and security

Refactor codebases using Design by Typed Holes methodology - iterative, test-driven refactoring with formal hole resolution, constraint propagation, and continuous validation. Use when refactoring existing code, optimizing architecture, or consolidating technical debt through systematic hole-driven development.

Automatically discover realtime communication skills when working with realtime. Activates for realtime development tasks.

Automatically discover protocol skills when working with HTTP, TCP, UDP, QUIC, and network protocols

Automatically discover mobile development skills when working with iOS. Activates for mobile development tasks.

Automatically discover workflow and task management skills when working with Beads. Activates for workflow development tasks.

Automatically discover product management skills when working with product management. Activates for product development tasks.

Automatically discover terminal UI skills when working with terminal user interfaces. Activates for tui development tasks.

Gateway skill for research methodology - automatically loads relevant research skills based on task context

Automatically discover distributed systems skills when working with consensus, CRDTs, replication, partitioning, and distributed algorithms

Automatically discover CI/CD and automation skills when working with CI/CD. Activates for cicd development tasks.

Automatically discover container and Docker skills when working with Docker. Activates for containers development tasks.

Automatically discover database skills when working with SQL, PostgreSQL, MongoDB, Redis, database schema design, query optimization, migrations, connection pooling, ORMs, or database selection. Activates for database design, optimization, and implementation tasks.

Automatically discover security skills when working with authentication, authorization, input validation, security headers, vulnerability assessment, or secrets management. Activates for application security, OWASP, and security hardening tasks.

Create world-class, accessible, responsive interfaces with sophisticated interactive elements including chat, terminals, code display, and streaming content. Use when building user interfaces that need professional polish and developer-focused features.

Automatically discover frontend development skills when working with React, Next.js, UI components, state management, data fetching, forms, accessibility, performance optimization, or SEO. Activates for frontend web development tasks.

Automatically discover cloud computing and serverless skills when working with cloud. Activates for cloud development tasks.

Automatically discover testing skills when working with testing. Activates for testing development tasks.

Automatically discover caching and performance skills when working with caching. Activates for caching development tasks.

Automatically discover API design skills when working with REST APIs, GraphQL schemas, API authentication, OAuth, JWT, rate limiting, API versioning, error handling, or endpoint design. Activates for backend API development tasks.

Automatically discover software engineering practice skills when working with engineering practices. Activates for engineering development tasks.

Automatically discover infrastructure and DevOps skills when working with infrastructure. Activates for infrastructure development tasks.

Automatically discover observability and monitoring skills when working with monitoring. Activates for observability development tasks.

Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality, preventing generic AI patterns, cleaning up existing content, or enforcing quality standards in writing, code, or design work.