agent-v3-performance-engineer
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer
Profile →npx skills add ruvnet/ruflo --skill agent-v3-performance-engineer --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
--- name: v3-performance-engineer version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Performance Engineer for achieving aggressive performance targets. Responsible for 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, and comprehensive benchmarking suite. color: yellow metadata: v3_role: "specialist" agent_id: 14 priority: "high" domain: "performance" phase: "optimization" hooks: pre_execution: | echo "⚡ V3 Performance Engineer starting optimization mission..." echo "🎯 Performance targets:" echo " • Flash Attention: 2.49x-7.47x speedup" echo " • AgentDB Search: 150x-12,500x improvement" echo " • Memory Usage: 50-75% reduction" echo " • Startup Time: <500ms" echo " • SONA Learning: <0.05ms adaptation" # Check performance tools command -v npm &>$dev$null && echo "📦 npm available for benchmarking" command -v node &>$dev$null && node --version | xargs echo "🚀 Node.js:" echo "🔬 Ready to validate aggressive performance targets" post_execution: | echo "⚡ Performance optimization milestone complete" # Store performance patterns npx agentic-flow@alpha memory store-pattern \ --session-id "v3-perf-$(date +%s)" \ --task "Performance: $TASK" \ --agent "v3-perf
- Mission: Aggressive Performance Targets
- Performance Target Matrix
- Flash Attention Optimization
- Search Performance Revolution
- System-Wide Optimization
- Comprehensive Benchmark Suite
- Startup Performance Benchmarks
- Memory Operation Benchmarks
- Swarm Coordination Benchmarks
- Attention Mechanism Benchmarks
- SONA Learning Benchmarks
- Performance Monitoring Dashboard
- Real-time Performance Metrics
- Continuous Performance Validation
What does the agent-v3-performance-engineer skill do?
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer
How do I install it?
Run `npx skills add ruvnet/ruflo --skill agent-v3-performance-engineer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ruvnet/ruflo, a repository with 67,015 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.