zymtrace plugin
Detect and optimize CPU and GPU workload bottlenecks with zymtrace continuous profiling — analyze flamegraphs through the MCP, plus install, upgrade, expose, and troubleshoot the platform.
How to install the zymtrace plugin
Run both commands inside Claude Code. The first adds the marketplace once; the second installs the plugin.
/plugin marketplace add zystem-io/zymtrace-skills
/plugin install zymtrace@zymtrace-skillsWhat's inside zymtrace
11 parts read from the plugin's own files.
Agents 1
Call as @agent-zymtrace:name- @agent-zymtrace:zymtrace-perf-engineerinherit
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Skills 10
Claude loads it when the task matches- configure-zymtrace-mcp
Connects coding agents like Claude Code, OpenAI Codex, or Cursor to the zymtrace MCP server for natural-language flamegraph analysis.
- expose-zymtrace-backend
Configures network exposure for an existing zymtrace backend using NodePort, LoadBalancer, or Ingress with TLS via Helm.
- install-zymtrace-backend
Installs the zymtrace AI optimization platform backend using Kubernetes Helm charts or Docker Compose.
- install-zymtrace-profiler
Installs the zymtrace profiler agent on Kubernetes, Docker, or bare-metal to collect CPU and GPU performance profiles via eBPF and CUDA.
- optimize-cpu-workloads
Analyze CPU performance on CPU-only deployments to identify hot stacks, diagnose patterns like lock contention or GC churn, and apply code fixes.
- optimize-gpu-workloads
Analyzes GPU performance and bottlenecks by cross-referencing GPU metrics and flamegraphs with matching CPU views.
- optimize-memory-allocation
Analyze JVM memory-allocation profiles to identify high allocation rates, garbage collection pressure, and CPU-burning allocation churn.
- troubleshoot-zymtrace-backend
Diagnoses and fixes issues with deployed zymtrace backends, including data ingestion, ClickHouse storage, license errors, and slow queries.
- troubleshoot-zymtrace-profiler
Diagnoses and fixes issues with the zymtrace profiler agent, including pod crashes, image pull errors, OOMKilled events, and GPU profiling failures.
- upgrade-zymtrace-backend
Upgrades an existing zymtrace backend deployment using Helm via image-tag bumps, chart version updates, or combined upgrades.
Using zymtrace in Claude Code
Ask for an agent by name:
@agent-zymtrace:zymtrace-perf-engineerSkills need no command. Claude reads them when your request matches what they describe.
Update, turn off or remove
- Update the plugin (shell)
- claude plugin update zymtrace@zymtrace-skills
- Refresh the marketplace
- /plugin marketplace update zymtrace-skills
- Turn it off for now
- /plugin disable zymtrace@zymtrace-skills
- Remove it
- /plugin uninstall zymtrace@zymtrace-skills
Skills in zymtrace
- expose-zymtrace-backendzystem-io/zymtrace-skills
Configures network exposure for an existing zymtrace backend using NodePort, LoadBalancer, or Ingress with TLS via Helm.
6 files6stars - install-zymtrace-backendzystem-io/zymtrace-skills
Installs the zymtrace AI optimization platform backend using Kubernetes Helm charts or Docker Compose.
6 files6stars - install-zymtrace-profilerzystem-io/zymtrace-skills
Installs the zymtrace profiler agent on Kubernetes, Docker, or bare-metal to collect CPU and GPU performance profiles via eBPF and CUDA.
5 files6stars - troubleshoot-zymtrace-backendzystem-io/zymtrace-skills
Diagnoses and fixes issues with deployed zymtrace backends, including data ingestion, ClickHouse storage, license errors, and slow queries.
2 files6stars - troubleshoot-zymtrace-profilerzystem-io/zymtrace-skills
Diagnoses and fixes issues with the zymtrace profiler agent, including pod crashes, image pull errors, OOMKilled events, and GPU profiling failures.
2 files6stars - upgrade-zymtrace-backendzystem-io/zymtrace-skills
Upgrades an existing zymtrace backend deployment using Helm via image-tag bumps, chart version updates, or combined upgrades.
3 files6stars - configure-zymtrace-mcpzystem-io/zymtrace-skills
Connects coding agents like Claude Code, OpenAI Codex, or Cursor to the zymtrace MCP server for natural-language flamegraph analysis.
6stars - optimize-cpu-workloadszystem-io/zymtrace-skills
Analyze CPU performance on CPU-only deployments to identify hot stacks, diagnose patterns like lock contention or GC churn, and apply code fixes.
6stars - optimize-gpu-workloadszystem-io/zymtrace-skills
Analyzes GPU performance and bottlenecks by cross-referencing GPU metrics and flamegraphs with matching CPU views.
6stars - optimize-memory-allocationzystem-io/zymtrace-skills
Analyze JVM memory-allocation profiles to identify high allocation rates, garbage collection pressure, and CPU-burning allocation churn.
6stars
zymtrace plugin questions
How do I install the zymtrace plugin?
In Claude Code run /plugin marketplace add zystem-io/zymtrace-skills, then /plugin install zymtrace@zymtrace-skills.
What does the zymtrace plugin include?
zymtrace bundles 1 agent, 10 skills.
Which agents come with zymtrace?
zymtrace-perf-engineer. Call one with @agent-zymtrace:zymtrace-perf-engineer.
How do I update or remove the zymtrace plugin?
Update it with claude plugin update zymtrace@zymtrace-skills in your shell, or from the Installed tab of /plugin. Remove it with /plugin uninstall zymtrace@zymtrace-skills.