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Guide changes to cmux CLI and socket commands with rules for thread use, app focus, and remote relay authorization. It helps keep frequent status updates off the main thread and preserve focus during background automation.

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• Review thread handling for new socket commands
• Keep automated operations from stealing app focus
• Check focus behavior when opening panes or workspaces

Helps manage and troubleshoot Linux, macOS, and Windows systems. Guides checks of CPU, memory, disks, networks, and logs, then supports service configuration and security hardening with explanations suited to the operating system.

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• Investigating slow systems and resource usage
• Finding causes of low disk space
• Checking failed services and their logs

Use persistent virtual terminal sessions to keep directories and environment variables across commands, interact with Python or database consoles, and answer prompts. The skill explains sending input, reading responses, detecting prompts, and closing sessions when finished.

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• Keep directories and environment variables across commands
• Run a sequence of commands in an interactive Python console
• Interact with mysql or psql consoles

Diagnose slow systems, crashes, and resource problems on servers, PCs, virtual machines, and containers. Quick checks identify affected components, while deeper analysis investigates causes and provides optimization advice or repair plans.

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• Investigating a slow server or PC
• Finding causes of high CPU or low memory
• Checking disk space and network problems

Coordinate with OpenRig agents on registered remote machines using SSH or HTTP connections. Select the intended host, inspect agent state, send messages, and interpret failures while checking whether remote actions actually took effect.

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• Checking agents on a registered remote host
• Sending messages to agents on another machine
• Diagnosing connection and authentication failures

Create and manage Boat cloud sandboxes, remote machines for development work, through API, CLI, or SSH. Configure repositories and secrets, prepare reusable templates, manage machine state, and verify coding agents inside the selected environment.

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• Create a cloud workspace for a coding agent
• Configure repositories and secrets
• Reuse prepared environments through templates

SSH/服务器操作助手。用于远程服务器、user@host、SSH 配置、上传下载、部署、跳板机、隧道、端口转发、服务器命令执行等任务；以 ~/.ssh/config 的 Host 别名为唯一服务器清单，优先密钥认证，通过本 skill 的 Python 脚本封装 OpenSSH 操作。

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Use when a task requires SSH or SCP/SFTP behavior, a remote server, server alias/IP/hostname/user@host, bastion or jump-host access, remote command execution, upload/download, server transfer, deployment, tunnels, port forwarding, or remote internal services; Chinese triggers include 服务器, 远程, 连接, 登录, 上传, 下载, 部署, 跳板机, 隧道. DO NOT use for local shell commands, localhost/current-machine work, local Docker, browser downloads, Git remotes, or direct non-SSH database access.

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Integrate Red Hat Ansible Automation Platform (AAP) with HashiCorp Vault Enterprise for dynamic SSH credential management. Use when: (1) Configuring Vault SSH secrets engine with AppRole auth for AAP, (2) Creating AAP credentials backed by Vault signed SSH certificates, (3) Provisioning infrastructure with Terraform/Ansible for AAP-Vault integration, (4) Setting up multi-tenant credential management, (5) Configuring golden images to trust Vault SSH CA, (6) Implementing credential rotation strategies. Based on HashiCorp validated pattern.

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Deploy and manage virtual servers on Amazon EC2. Covers instance selection, reusable machine images and launch templates, automatic capacity changes, Spot instances, and troubleshooting, with AWS CLI commands and Terraform configuration examples.

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• Launch EC2 servers for application hosting
• Create reusable machine images and launch templates
• Configure automatic scaling for changing demand

Set up Cisco Duo multi-factor authentication for VPN, RDP, SSH, and web applications. Configure access rules based on users and device health, introduce security keys, and establish authentication monitoring and emergency access procedures.

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• Adding Duo authentication to VPN and remote server access
• Strengthening authentication for privileged accounts
• Restricting access based on device health

Investigate Linux intrusions using auditd records. Configure audit rules, search events with ausearch, summarize activity with aureport, reconstruct a timeline of suspicious actions, and forward logs to a central security monitoring system.

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• Investigating unauthorized access or privilege escalation
• Checking changes to critical files and SSH keys
• Reconstructing an incident timeline

Deploy n8n on a Linux server using Docker Compose and Caddy for automatic HTTPS. Covers single-instance setups, workers for parallel execution, secret management, deployment checks, updates, backups, and restoration.

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• Installing n8n on a VPS
• Running workflows in parallel with workers
• Publishing n8n with automatic HTTPS

Launch machine learning experiments on local GPUs, remote servers, Vast.ai, or Modal. It checks the configured environment, deploys code, saves logs, and verifies startup, with optional W&B metric logging and automatic Vast.ai result collection and instance cleanup.

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• Run training jobs on a local GPU
• Deploy experiments to an SSH server
• Run experiments on Vast.ai and collect results

Check running experiments, collect logs and result metrics, and summarize progress alongside baseline comparisons. It supports SSH servers, Vast.ai, and Modal, with optional Weights & Biases metrics and cost reporting for the supported compute services.

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• Check whether remote experiments have finished
• Compare collected metrics with the matching baseline
• Investigate NaN values or diverging training runs

Manage credentials for Git access and deployments in KubeSphere DevOps. Covers SSH keys, passwords, API tokens, and Kubernetes connection settings, including their use in Jenkins pipelines and troubleshooting synchronization failures.

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• Register credentials for private Git repositories
• Use deployment credentials in Jenkins pipelines
• Investigate credentials missing from Jenkins

Deploy n8n on a Linux server using Docker Compose and Caddy for automatic HTTPS. Choose a single instance or queue workers, configure secrets and Python task runners, and follow procedures for updates, backups, and recovery.

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• Deploy n8n on a personal VPS with HTTPS
• Set up queue workers for parallel workflow execution
• Update, back up, or restore an n8n instance

Diagnose and fix SSH tunnel connection issues for Estuary captures and materializations. Use when seeing tunnel failures, connection timeouts, or permission denied errors. Use when user says "SSH tunnel failed", "connection timeout via tunnel", "permission denied SSH", "tunnel not working", "network-tunnel failed", "no pubkey loaded", "bastion host not connecting", or "RSA key format".

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配置和检查 Orca 为每个工作区新建的一次性运行环境，审查 orca.yaml 中的配置，生成环境创建与销毁脚本模板，并排查环境配方的诊断故障。

• 从头构建完整的运行环境配方
• 检查 orca.yaml 的环境配置
• 生成环境创建与销毁脚本模板

Configure Google Cloud IAP to check identity before granting access to internal applications and virtual machines. Set permissions by user group, device, and network, configure reauthentication, enable service-account access, and record access decisions for monitoring.

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• Replacing VPN access to internal Google Cloud applications
• Restricting sensitive tools to managed devices
• Configuring SSH and RDP access through IAP tunnels

Rent and manage vast.ai GPUs based on the training task rather than a chosen hardware model. The skill estimates requirements, compares offers by total expected cost, prepares the selected instance, and retrieves results before destroying it.

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• Choosing a cloud GPU for a training task
• Comparing rental offers by estimated total cost
• Preparing a rented GPU environment for experiments

Review lateral movement, the ways access spreads between systems, during authorized security tests. Covers credential reuse, remote execution, network tunnels, prerequisites, and the logs or defensive controls associated with each technique.

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• Compare lateral movement methods for an internal penetration test
• Plan tunnels across segmented networks
• Review detection logs and controls for lateral movement

Reviews Wish SSH server code for proper middleware, session handling, and security patterns. Use when reviewing SSH server code using charmbracelet/wish.

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SSH remote access - connections, tunnels, keys, file transfers. Use when connecting to servers, managing SSH keys, setting up port forwarding, or transferring files with scp/rsync.

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