{"repo":"AppsVortex/arness","free":true,"listed":false,"github":"https://github.com/AppsVortex/arness","clone":"git clone https://github.com/AppsVortex/arness.git","description":"Structured AI workflows for Claude Code — from first idea to production deploy. Three plugins: Spark (discovery & prototyping), Code (development pipeline), Infra (infrastructure & deployment).","language":"Shell","stars":32,"topics":["ai-workflows","claude-code","claude-code-plugin","developer-tools","infrastructure-as-code","mcp","product-discovery","prototyping","cli-tool","kubernetes"],"license":"MIT","category":"deployment-docker-iac","readme_excerpt":"Arness Arness — H not required. Structured AI workflows for Claude Code. From first idea to production deploy. Seven entry commands. That's all you need to remember. Behind them, 138 specialist skills and agents handle the details across three independent plugins — ideation, development, and infrastructure. Most AI coding tools help you write code faster. Arness helps you build software better. It gives your Claude Code session a structured pipeline: specs before code, plans before execution, reviews before shipping. Every stage produces a human-readable artifact that feeds the next. Nothing is hidden, nothing is locked in. Three Plugins, One Lifecycle Arness Spark — Where ideas come alive Most projects fail before the first commit — wrong problem, wrong audience, wrong architecture. Spark takes a raw idea and puts it through product discovery, stress testing, brand naming, use case writing, architecture evaluation, and interactive prototyping. By the time you write real code, you have a validated concept, a prioritized feature backlog, and a scaffolded codebase ready for development. Start here: /arn-brainstorming Full guide Arness Code — Where products get built The development pipeline that treats AI-assisted coding like engineering, not guesswork. Every feature flows through spec, plan, structure, execute, review, and ship — with three ceremony tiers (swift, standard, thorough) that scale process to match scope. A one-file fix gets a lightweight pass. A cross-cutting refa","default_branch":null,"files":null,"tree":[],"storefront":"/r/AppsVortex","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/AppsVortex/arness/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}