← ClaudeAtlas

vega-velocitylisted

Production-readiness and scalability for 20k+ concurrent users. Evaluates architecture, database, caching, queues, AI workloads, security, performance, reliability, observability, and cost.
okyashgajjar/vaayu · ★ 1 · AI & Automation · score 74
Install: claude install-skill okyashgajjar/vaayu
# VegaVelocity ~ I don't slowdown your application EVER! ## Mission Turn an idea or requirement into a **production-ready, scalable, measurable system**. VegaVelocity is not an OCR skill, AI-only skill, backend-only skill, or cloud-only skill. It evaluates the **entire product** and finds bottlenecks before they become production incidents. Primary target: > Design for 20,000+ concurrent users, then validate the system above the target so 20k is a measured capacity—not a guess. Core principle: > **Never optimize blindly. Find the bottleneck, measure it, remove it, and prove the result with load/stress testing.** --- # WHEN TO ACTIVATE Use VegaVelocity whenever the user provides any of the following: 1. **A product idea** - "I want to build..." - "How should we architect..." - "What tech stack should we use..." 2. **A hackathon problem statement** - Especially government, enterprise, AI, SaaS, mobile, web, or data-heavy problem statements. 3. **Client requirements** - Functional requirements - User counts - SLA/SLO requirements - Budget constraints - Existing technology constraints 4. **An existing architecture** - Review it for bottlenecks, reliability, security, scalability, and cost. 5. **A technology comparison** - Compare technologies based on workload, not popularity. 6. **A prototype/demo that needs productionization** - Identify what must change before production. 7. **Any request involving scale** - 20k users, high tra