DevOps & Cloud

Docker, CI/CD, cloud, Linux and Git.

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Agent Skill

Railway Deployment

Manage Railway deployments - view logs, redeploy, restart, or remove deployments. Use for deployment lifecycle (remove, stop, redeploy, restart), deployment visibility (…

DevOps & Cloud Claude
Agent Skill

Railway Domain

Add, view, or remove domains for Railway services. Use when user wants to add a domain, generate a railway domain, check current domains, get the URL for a service, or r…

DevOps & Cloud Claude
Agent Skill

Railway Environment

Query, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration (source, build settings, deploy…

DevOps & Cloud Claude Fill-in
Agent Skill

Pudu Task Telemetry

Measure local AI task latency, token usage, errors and verified outcomes using Pudu AI hardware evidence and installed Ollama models. Use when comparing local task runs…

DevOps & Cloud Claude
Agent Skill

Worktree Guide

Interactive guide for parallel development with Ghostty, git worktrees, and Lazygit. Use when setting up multi-task workflows or learning the worktree system.

DevOps & Cloud Claude
Agent Skill

Railway Deploy

Deploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or "push". For initial setup or creating services, use…

DevOps & Cloud Claude
Agent Skill

Agirails Agent Payments

AI agent payment infrastructure — ACTP escrow, x402 instant payments, USDC settlement on Base L2. Interactive onboarding: asks your preferences, generates customized age…

DevOps & Cloud Claude Fill-in
Agent Skill

Fastmcp Server

Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment. Use when creating Python MCP servers…

DevOps & Cloud Claude
Agent Skill

Curviate Inbox

Read and send LinkedIn messages with the Curviate CLI. Covers `inbox` (list, get, messages, search, mark-read), `inboxes` (personal and company-page discovery), `message…

DevOps & Cloud Claude
Agent Skill

Curviate Jobs

Create, publish and manage classic LinkedIn job postings with the Curviate CLI, and read their applicants. Covers `job` (get, list, create, update, budget, publish, clos…

DevOps & Cloud Claude
Agent Skill

Curviate Network

Grow and manage a LinkedIn network with the Curviate CLI. Covers `connect` (send with a note, sent, received, accept, decline, cancel), `profile follow`/`unfollow`, `pro…

DevOps & Cloud Claude
Agent Skill

Curviate Profile

Read and write LinkedIn profiles and company pages with the Curviate CLI, and resolve human search terms into the opaque filter ids the search commands need. Covers `pro…

DevOps & Cloud Claude
Agent Skill

Curviate Quickstart

The first run: install the Curviate CLI, authenticate this machine with `curviate setup`, confirm with `curviate doctor`, connect a LinkedIn account, and prove the whole…

DevOps & Cloud Claude
Agent Skill

Curviate Search

Find people, companies, posts, jobs, service providers and groups on LinkedIn with the Curviate CLI. Covers `search people|companies|posts|jobs|services|groups`, running…

DevOps & Cloud Claude
Agent Skill

Curviate

Entry point for driving LinkedIn work through the Curviate CLI: which skill answers which task, how to resolve the `curviate` binary, the retrieval-mode concept and the…

DevOps & Cloud Claude
Agent Skill

Curviate Engage

Create and engage with LinkedIn content using the Curviate CLI. Covers `post` (get, create, react, unreact, reactions, delete, save, saved, unsave, user-posts, user-reac…

DevOps & Cloud Claude
Agent Skill

Llamaguard

Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances, self-harm, criminal pl…

DevOps & Cloud Claude
Agent Skill

Nemo Guardrails

NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-checking, hallucination detection, PII filtering, tox…

DevOps & Cloud Claude
Agent Skill

Openrlhf Training

High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than D…

DevOps & Cloud Claude
Agent Skill

Simpo Training

Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, m…

DevOps & Cloud Claude
Agent Skill

Pinecone

Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency…

DevOps & Cloud Claude
Agent Skill

Quantizing Models Bitsandbytes

Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster infere…

DevOps & Cloud Claude
Agent Skill

Optimizing Attention Flash

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 token…

DevOps & Cloud Claude
Agent Skill

Gguf Quantization

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantizat…

DevOps & Cloud Claude Llama Fill-in