Production readiness audit that turns a demo into a real product. Built for apps shipped fast with AI coding tools (Lovable, Bolt, v0, Cursor, Claude Code). Auto-detects your stack and audits 5 domains (Frontend, Backend & Data, Auth & Security, Infrastructure, Operations), then produces a scored scorecard and a…
Use when an AI coding agent starts real app work, product feature design, provider work, migrations, auth, billing, storage, webhooks, deploys, or any task where unclear architecture could cause broad or unsafe changes.
Use when VibeRaven architecture questions have been answered, a feature/fix has unclear boundaries, or an agent needs to turn product answers plus repo evidence into a workstream architecture plan before editing.
Use when an AI agent needs to stop guessing, find which version broke an app, compare releases, read git tags/diffs/changelogs, and connect the code change to provider context such as database, storage, deployment, and external runtime behavior before editing.
Run an adaptive, reusable software-delivery harness across AI models with project management, planning, research, design, frontend, backend, QA, durable scoped memory, capability fallbacks, bounded discovery, and human approval gates. Use when the user invokes Harness or asks for an end-to-end build, review, bug…
Audit a repository or service for release-blocking bugs, security, data/privacy, AI-agent, supply-chain, operability, and scale risks. Use for deep code audits, threat models, pre-production reviews, vulnerability triage, incidents, defensive investigation, release gates, or evidence-based 10k-to-1M-user readiness.
Design, write, refactor, or optimize production code so it is secure, correct, resource-bounded, observable, and maintainable. Use for full-stack features, APIs, databases, AI/RAG/MCP tools, CPU/RAM/latency work, 10k-to-1M-user planning, or authorized kernel, browser, parser, protocol, and defensive…
Pre-launch codebase audit skill. Use this whenever someone is about to ship, deploy, launch, push to main/prod, or merge a release - even without "goshipit" explicitly. Trigger on: "is my app ready?", "can I deploy now?", "pre-deploy check", "review before launch", "is this production-ready?", "check my codebase"…
6 11d agoA222 tokens
originalApache-2.0
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: