Configures health check endpoints for Kubernetes readiness/liveness/startup probes.
Verifies bootstrapped projects via build, test, and container health checks.
Builds all detected projects and verifies successful compilation.
Builds and launches Docker containers with health verification using best practices
Profiles runtime performance with CPU, memory, and I/O metrics.
Researches competitive benchmarks and generates optimization hypotheses for identified bottlenecks.
Executes optimization hypotheses with keep/discard testing loop.
Upgrades npm/yarn/pnpm dependencies with breaking change handling.
Upgrades .NET NuGet packages with breaking change handling.
Replaces custom modules with OSS packages using atomic keep/discard testing.
Analyzes community health and delegates engagement tasks.
Produces prioritized triage report from open GitHub issues, PRs, and discussions.
Composes and publishes announcements to GitHub Discussions.
Launches RFC and debate discussions on GitHub.
Responds to unanswered GitHub discussions and issues with codebase-informed replies.
Generates high-quality images, logos, artwork, and avatars directly through the internal LLM gateway using gpt-image-2.
Expert skill for load balancer configuration, algorithms, and high availability design
When distributing traffic across multiple servers or regions, use this skill to select and configure the appropriate load balancing…
Load MR context for the current branch using GitLab MCP tools
Load PR context for the current branch using GitHub MCP tools
Load GitHub PR review comments into AI session — analyze, triage, plan.