Comprehensive GitHub code review with AI-powered swarm coordination

Comprehensive GitHub code review with AI-powered swarm coordination

Observability and SRE expert. Use when setting up monitoring, logging, tracing, defining SLOs, or managing incidents. Covers Prometheus, Grafana, OpenTelemetry, and incident response best practices.

Design MongoDB architectures with document modeling, indexing (ESR rule), sharding, aggregation pipelines, replica sets, and WiredTiger tuning.

Use picocom to interact with IoT device UART consoles for pentesting operations including device enumeration, vulnerability discovery, bootloader manipulation, and gaining root shells. Use when...

RivetKit backend and Rivet Actor runtime guidance. Use for building, modifying, debugging, or testing Rivet Actors, registries, serverless/runner modes, deployment, or actor-based workflows.

Creates and optimizes Docker configurations including Dockerfiles, docker-compose files, and container orchestration. Covers multi-stage builds, layer optimization, security hardening, networking,...

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Elite Talos Linux expert specializing in immutable Kubernetes OS, secure cluster deployment, machine configurations, talosctl CLI operations, upgrades, and production-grade security hardening....

Central hub for managing user preferences, learning patterns, and adapting skill behavior based on historical feedback. Enables "tell me once" paradigm where the system remembers and adapts.

Use when asked to profile Python code performance, identify bottlenecks, measure execution time, or analyze function call statistics.

Machine learning development with JAX, functional programming patterns, and high-performance computing.

Large Language Model development, training, fine-tuning, and deployment best practices.

Expert-guided project setup with 6 phases

Complete workflow to validate build, update documentation, update progress, and push changes. Use when finalizing work, before ending a session, or when the user says "finalize", "wrap up", or "ship it".

Mastra packages ship with embedded docs in node_modules/@mastra/*/dist/docs/. Use these for accurate API signatures that match your installed version.

Cross-repo life and project planning. Use when user wants to plan their week, prioritize projects, review progress across all areas, or make decisions about what to focus on. Triggers on "plan my...

Reviews watchOS code for app lifecycle, complications (ClockKit/WidgetKit), WatchConnectivity, and performance constraints. Use when reviewing code with import WatchKit, WKExtension,...

Manages Talos Linux and Terraform infrastructure layer (L0). Use for terraform operations, talos cluster management, node provisioning, Cilium CNI configuration, cluster bootstrap, or...

安全事件响应的专业技能和方法论