swift-mlx-lm
MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, wired memory coordination, tool calling, LoRA fine-tuning, embeddings, and model porting.
architecture-refiner
Facilitate a structured conversation to define architecture principles for a repository. Supports multiple architecture styles: clean architecture (default), hexagonal / ports & adapters, modular monolith, or custom. Produces a formal architecture document that the corresponding atom will use. Use when setting up a new project, defining architecture standards, or when the user says 'setup architecture', 'define layers', 'architecture principles', 'help me define my architecture', 'hexagonal architecture', 'modular monolith', 'ports and adapters', or 'define my architecture style'.
fory-performance-optimization
Run profile-driven bottleneck optimization across Apache Fory implementations (Java, C++, Python/Cython, Go, Rust, Swift, C#, JavaScript/TypeScript, Dart, Kotlin, Scala). Use when improving serialize/deserialize throughput or latency, recovering regressions against a reference commit, diagnosing flamegraphs, fixing perf-related CI failures, or porting proven optimizations across languages without protocol or API regressions.
Com.Airport Pickups London/London Airport Transfers
Book London airport & cruise port transfers to any UK address. Fixed prices, free cancellation.
Probeops Mcp Server
Network diagnostics from 6 global regions. SSL, DNS, ping, whois, traceroute, port scan, latency.
robot-bringup
Patterns and best practices for bringing up a complete ROS2-based robotics system on a robot's onboard computer, including systemd services, launch file composition, ordered startup, and production monitoring. Use this skill when configuring a robot to start ROS2 nodes on boot, writing systemd unit files for ROS2 launch, composing layered launch files for full robot stacks, setting up watchdog monitoring, configuring udev rules for deterministic device naming, or debugging boot-time race conditions. Trigger whenever the user mentions robot bringup, robot startup, systemd for ROS2, ROS2 on boot, launch file composition, robot boot sequence, udev rules for cameras or serial ports, watchdog for robot systems, automatic restart for ROS2 nodes, network configuration for multi-machine ROS2, log rotation for robots, graceful shutdown of robot stacks, or SSH-based remote debugging of robots. Also trigger for environment setup in systemd (sourcing workspaces), ordered startup with health checks, deterministic device naming, or any discussion of running ROS2 systems as long-running production services. Covers systemd on Ubuntu 22.04/24.04 with ROS2 Humble, Iron, and Jazzy.
Porting Components from bslib to py-shiny
This guide explains how to port new UI components from the R bslib package to py-shiny. It assumes you're an experienced developer familiar with Python, R, and JavaScript/TypeScript, but may be new to the specifics of these repositories.
Port
Port.io mcp server
ssh-audit
This skill should be used when the user asks to "run a security scan", "check for vulnerabilities", "audit compliance", "check certificate expiry", "scan open ports", or mentions security reviews, CIS benchmarks, or compliance assessments on remote servers.
K8s Port Forward Mcp
Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration
Io.Github.Es617/Serial Mcp Server
Let AI agents interact with serial devices — list ports, connect, send, and read.
Io.Github.Rog0x/Env
Dotenv parser, ports, system info for AI agents
lp-migrate-memory
Migrate legacy Claude Code auto-memory files into agentic-memory. TRIGGER when: user asks to migrate memories, port old memories, or has just installed agentic-memory on a project with existing built-in memories. DO NOT TRIGGER when: user is storing new memories, searching, or using memory normally.
orchestrator-worktree-conventions
Project folder + git-worktree conventions for Agent Orchestrator. Use when creating a new project under ~/GitHub, converting an existing repo into a master/workN worktree layout, adding worktrees, choosing safe ports, or when the orchestrator needs to infer project/worktree paths from the folder structure.
port-rule
Port ESLint rules to rslint (a Go-based linter). Use when users want to port/migrate/implement an ESLint rule, add a new lint rule, or mention "port rule" or specific ESLint rule names like "no-unused-vars", "no-console", etc. Supports both single-rule and batch-rule porting. This skill guides through the complete workflow from setup to PR submission.
re
Reverse engineering session: disassemble, annotate, extract assets, build emulator, port to web. Use when working on a binary RE project with REVERSE.md and tools/ directory.
ohdear
Manage Oh Dear website monitoring using the ohdear CLI. ALWAYS activate when the user's message contains an ohdear.app URL (e.g. https://ohdear.app/monitors/123/check/broken-links/report). Extract the monitor ID and check type from the URL and use the CLI to fetch the data. Also use when the user wants to check if their site is up, view uptime or downtime, list or manage monitors, view broken links, mixed content, or certificate health, manage maintenance periods or status pages, configure cron checks, view DNS history or DNS blocklists, check port scan results, view sitemap checks, check application health, view Lighthouse performance reports, view crawled URLs summary and details, manage tags, manage notification destinations, manage teams, or interact with ohdear.app in any way.
brev-cli
Manage GPU and CPU cloud instances with the Brev CLI for ML workloads and general compute. Use when users want to create instances, search for GPUs or CPUs, SSH into instances, open editors, copy files, port forward, manage organizations, or work with cloud compute. Supports fine-tuning, reinforcement learning, training, inference, batch processing, and other ML/AI workloads. Trigger keywords - brev, gpu, cpu, instance, create instance, ssh, vram, vcpu, A100, H100, cloud gpu, cloud cpu, remote machine, finetune, fine-tune, RL, RLHF, training, inference, deploy model, serve model, batch job.
figma-design-to-code
Implement or update project-consistent UI code from a Figma selection or nodeId using TemPad Dev MCP. Use when the user wants visible Figma UI recreated, ported, or integrated into the target project's framework, styling system, tokens, and existing components when available. Do not use for design critique, product invention, generic code review, or for guessing hidden states, responsiveness, or behavior not shown in design or project evidence.
LibreNMS MCP
MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure
Io.Github.Ricardo Hdrn/Mcp Await
Condition watcher for AI assistants — wait for ports, files, URLs, processes, and more
dot-ai-port-destroy
Remove all Port integrations, Kubernetes resources, and local files created by /port-setup
SupplyMaven Supply Chain Intelligence
Real-time supply chain risk scores, manufacturing index, commodities, and port data.
autosar-swc
AUTOSAR SWC expert. Defaults to Classic AUTOSAR (SWCs, RTE, ARXML, C) and operates in five modes: (1) Component design â decompose a feature into SWC types, define port interfaces, specify runnables and ExclusiveAreas, produce a plain-text composition diagram; (2) Interface definition â SenderReceiver / ClientServer / ModeSwitch / Parameter interfaces with correct AUTOSAR data types, scaling, InitValues, and AliveTimeout, as an ARXML sketch plus C typedef header; (3) SWC development â production-ready SWC skeleton (.c + .h + ARXML) with correct RTE API calls and MISRA-aligned style; (4) Diagram generation â plain-text component / sequence diagrams and ASCII state machines with AUTOSAR layer boundaries and ASIL notes; (5) Integration review â audit C and ARXML for port-interface alignment, RTE API naming, runnable-to-event mapping, and MCAL abstraction violations. Targets EB Tresos and Vector DaVinci. Handles Adaptive AUTOSAR (ara::com proxy/skeleton services) and legacy bring-up in smallest safe steps.
port-theme
Port a Vim or other editor colorscheme to a Textbringer theme file. Use when the user provides a URL or name of a theme to port.
kalshi-weather-trader
Trade Kalshi weather markets using NOAA forecasts via Simmer SDK and DFlow on Solana. Port of the popular polymarket-weather-trader. Use when user wants to trade temperature markets on Kalshi, automate weather bets, or check NOAA forecasts.
Io.Github.Node Man/Dechonet Mcp
13 security recon tools for AI agents — DNS, SSL, HTTP, email, ports, ASN. Health Score 0-100.
Io.Github.Vessel Api/Vesselapi Mcp
MCP server for the VesselAPI — maritime vessel tracking, port events, emissions, and navigation data
kill-dev-process
Kill orphaned dev servers, browsers, and port-hogging processes spawned during development. Use when ports are occupied, too many node/browser processes are running, or you want a fresh start.
sync-cbl-docs
Sync a Couchbase Lite for Dart documentation page with the official Couchbase Lite docs. Use this skill whenever the user wants to update, sync, refresh, or align a documentation page in the cbl-dart project with the upstream official Couchbase docs. Also use when the user mentions that docs are outdated, asks to check for upstream doc changes, or wants to port content from the official Couchbase Lite documentation. Trigger on phrases like "sync docs", "update the databases page", "check if our docs are current", "port the official docs", "align with upstream docs".