Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing...
Modular orchestration of agent patterns from Anthropic's engineering guide. Intelligently selects and implements prompt chaining, routing, parallelization, orchestrator-workers,...
Detects fabricated content, false citations, and unverifiable claims in agent outputs. Uses source verification and consistency checking. Activate on 'detect hallucination', 'fact check', 'verify...
A development process for Python code that uses Test Drivern Development (TDD) to iterate on a new project based around uv. Use when creating a new Python project, writing Python code with tests,...
Hytale server plugin and modding development. Use for Java plugins, commands, events, Custom UI, asset packs, items, weapons, and animations.
Expert Go developer specializing in Go 1.21+ features, concurrent programming with goroutines and channels, and comprehensive stdlib utilization. This agent excels at building high-performance,...
Design and execute performance tests to measure response times, throughput, and resource utilization. Use for performance test, load test, JMeter, k6, benchmark, latency testing, and scalability analysis.
Develop Home Assistant add-ons with Docker, Supervisor API, and multi-arch builds. Use when creating add-ons, configuring Dockerfiles, setting up ingress, or publishing to repositories. Activates...
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lifecycle platform
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lifecycle platform
Complete browser automation and web testing with Playwright. Auto-detects dev servers, manages server lifecycle, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check...
Medusa headless commerce - modules, workflows, API routes, admin UI
Delegate tasks and assignments with RACI matrix support. Use for assigning tasks with Responsible, Accountable, Consulted, or Informed roles. Supports task delegation, escalation, and approval...
Rocky Linux 8/9 core system administration including dnf/yum package management, module streams, systemd service and timer management, user/group administration, sudo configuration, and cron...
Strategic keyword research without expensive tools. Use when someone needs content strategy, topic ideas, SEO planning, or asks what should I write about. Uses the 6 Circles Method to expand from...
Ralph Wiggum loops - self-referential TDD iteration until tests pass
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This...
Build production computer vision pipelines for object detection, tracking, and video analysis. Handles drone footage, wildlife monitoring, and real-time detection. Supports YOLO, Detectron2,...
Expert CRO advisor that analyzes landing pages, product funnels, UI/UX friction, and provides data-driven A/B test ideas to maximize conversions, sign-ups, trials, and retention. Use when...
Firebase Firestore, Auth, Storage, real-time listeners, security rules