Skills your agents can run

Lightweight triage to decide how often to re-check critical work (services, agents, runtimes) while changes are in-flight. Use to avoid forgetting fragile tasks.

This skill enables Claude to deploy machine learning models to production environments. It automates the deployment workflow, implements best practices for serving models, optimizes performance, and handles potential errors. Use this skill when the user requests to deploy a model, serve a model via an API, or put a trained model into a production environment. The skill is triggered by requests containing terms like "deploy model," "productionize model," "serve model," or "model deployment."

Topology-aware thread pinning, core isolation, SPSC patterns, and page fault prevention for Rust low-latency systems. Use when designing threading architecture, pinning threads, selecting channels, or eliminating jitter sources.

Cargo workflows, workspace management, feature flags, build tooling, build performance optimization, and release/CI configuration. Use when setting up workspaces, configuring builds, optimizing compile times, or preparing release profiles.

eBPF/Aya kernel-level observability in Rust. Covers Aya framework project setup, program types, map patterns, bpftrace diagnostics, verifier debugging, and program inspection. Use when writing eBPF programs, diagnosing kernel-level performance, or tracing application behavior.

Interpret logs from baseline/test/lint commands and produce a structured triage report.

Manage CelerData BYOC cluster disk (volume) configuration — modify volume size, count, IOPS, and throughput for FE, BE, and Warehouse modules. Requires celerdata-shared skill.

Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

Spring Boot architecture patterns, REST API design, layered services, data access, caching, asynchronous processing, and logging. For Java Spring Boot backend development.

Diagnose OpenClaw node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors mention pairing required, unauthorized, bootstrap token invalid or expired, gateway.bind, gateway.remote.url, Tailscale, or plugins.entries.device-pair.config.publicUrl.

Complete Proxmox VE management - create/clone/start/stop VMs and LXC containers, manage snapshots, backups, storage, and templates. Use when user wants to manage Proxmox infrastructure, virtual machines, or containers.

Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate).

Maintainer workflow for OpenClaw releases, prereleases, changelog release notes, and publish validation. Use when Codex needs to prepare or verify stable or beta release steps, align version naming, assemble release notes, check release auth requirements, or validate publish-time commands and artifacts.

Comprehensive guide for BlazeMeter Private Locations, including Radar Agent, installation (Docker, Kubernetes, Helm), configuration, management, and troubleshooting. Use when working with Private Locations for (1) installing agents (Docker, Kubernetes, Helm Chart), (2) configuring Radar Agent for API monitoring, (3) setting up environment variables and certificates, (4) managing private locations and agents, (5) troubleshooting installation and connectivity issues, or any other Private Location tasks.

Manage Coolify deployments, applications, databases, and services via the Coolify API. Use when the user wants to deploy, start, stop, restart, or manage applications hosted on Coolify.

Interact with Jenkins CI/CD server via REST API. Use when you need to trigger builds, check build status, view console output, manage jobs, or monitor Jenkins nodes and queue. Supports deployment to different Jenkins instances via environment variables.

Guides security professionals in implementing defense-in-depth security architectures, achieving compliance with industry frameworks (SOC 2, ISO 27001, GDPR, HIPAA), conducting threat modeling and risk assessments, managing security operations and incident response, and embedding security throughout the SDLC.

PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.