Skill rating

Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns.

Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.

Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.

Complete Odoo backup and restore strategy: database dumps, filestore backup, automated scheduling, cloud storage upload, and tested restore procedures.

Handles containerization, CI/CD pipelines, and deployment setup.

Build, run, and manage OCI/Linux containers as lightweight per-container VMs on Apple-silicon macOS using Apple's open-source container CLI, no Docker daemon required.

All pods run in namespace crs. Use when pods in the crs namespace are in CrashLoopBackOff, OOMKilled, or restarting, multiple services restart simultaneously (cascade failure), or redis is unresponsiv

6-layer AI governance: safety gates, evidence-based debugging, anti-slack detection, and machine-enforced hooks. Makes AI safe, thorough, and honest.

Analyze a repository to generate recommended Claude Code settings.json permissions. Use when setting up a new project, auditing existing settings, or determining which read-only bash commands to allow

Audit a deployed web app for secrets exposed to the browser: hardcoded API keys/tokens in JS, secrets in HTML meta/attributes/comments, publicly reachable source/config/deploy files, and header/CORS m

Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud',

Analyze application logs to produce actionable error digests with pattern detection, severity classification, trend analysis, and remediation recommendations. Supports auto-detection of common log for

Debug running Docker containers and Compose services. Use when inspecting container logs, exec-ing into running containers, diagnosing networking issues, checking resource usage, debugging multi-stage

Design environment strategy for testing across dev, CI, preview, staging, and production — Docker Compose test infrastructure, multi-stage Dockerfiles, seed-data lifecycle, per-PR preview environments

Implement consumer-driven contract testing with Pact-JS (v16). Covers consumer test writing, broker-driven provider verification, Pact Broker setup, can-i-deploy as a deployment gate, webhook-triggere

Implement visual regression testing with Playwright screenshots, Chromatic, Percy, and Argos CI. Covers baseline management, diff threshold tuning, dynamic content masking, responsive viewport testing

Write a CI/CD pipeline playbook for a service or team. Use when asked to document a CI/CD pipeline, write a deployment process, define release gates, document build and test stages, or create a deploy

AI-powered search using your local Perplexica instance. Runs deep research (quality mode) with web search and LLM reasoning; returns answers with cited sources in OpenClaw while keeping search/RAG sta

Query and monitor Unraid servers via the GraphQL API. Use when the user asks to 'check Unraid', 'monitor Unraid', 'Unraid API', 'get Unraid status', 'check disk temperatures', 'read Unraid logs', 'lis

Software deployment workflow for systems with separate UAT and PROD environments. Use when: planning a bug fix deployment, choosing between Flow 1 (UAT-first) and Flow 2 (PROD-first), handling emergen

Define and manage cloud infrastructure with code. Use when writing Terraform, CloudFormation, or Pulumi configs, managing state, planning deployments, setting up networking/compute/storage resources,

Control and use an MCP Toolkit running in Docker. Use when setting up Docker MCP Toolkit (docker compose up/down), checking status/logs, configuring environment variables/secrets, listing available MC

Use when asked to change, configure, or update any OpenClaw setting — model selection, channel setup, auth, tools, gateway, session, cron, hooks, env, skills, multi-agent bindings, sandbox, heartbeat,

Manage Hostinger account via API — VPS administration (start/stop/restart, snapshots, backups, firewall, Docker), DNS zone management, domain portfolio, website hosting, and billing. Use when asked to

Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates build health, app completeness, dependencies and local services, stack compatibility, and deplo

Safely check whether a Docker container's image has changed and, only when needed, recreate that docker run container with a user-provided original docker run command. Use when updating an existing Do

Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging, buckets, inference providers, community grant

Operate and evaluate Unified AI System through nine governed MCP tools, including provider-free prompt enhancement, while preserving fake-provider, authorization, and evidence boundaries.

DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento.

Documentation and capabilities reference for Daily

Generate Unraid DockerMan user template XML files from structured input. Use when: the user asks to "生成 Unraid XML 模板", "创建 Docker 模板", "为 XXX 写 Unraid 模板", or "生成 DockerMan XML" for any container.

Remotely manage Docker Compose instances via SSH. Execute docker compose commands, view logs, update images, and exec into containers on remote servers. Use when deploying, monitoring, or debugging co

Decision framework for isolating every external dependency in a test suite: when to use in-process mocks, HTTP stubs (MSW, WireMock), record-replay, fault injection (Toxiproxy), or ephemeral real serv

Validate database integrity, test migrations forward and backward, verify schema constraints, manage seed data, detect migration drift, and identify query performance issues. Covers PostgreSQL, MySQL,

Manage CapRover PaaS instances via API: create/update apps, deploy from Docker image or custom Dockerfile (tar file), configure ports, volumes, env vars, and serviceUpdateOverride for Docker Swarm set

Manage multi-tier AI inference clusters for homelabs. Health monitoring, expert MoE routing, automatic node recovery, and model deployment across Ollama and llama.cpp nodes. Covers GPU memory planning

Comprehensive security auditing for Clawdbot deployments. Scans for exposed credentials, open ports, weak configs, and vulnerabilities. Auto-fix mode included.

Run the Model Context Protocol (MCP) Atlassian server in Docker, enabling integration with Jira, Confluence, and other Atlassian products. Use when you need to query Jira issues, search Confluence, or

Manage Komodo infrastructure - servers, Docker deployments, stacks, builds, and procedures. Use when user asks about server status, container management, deployments, builds, or any Komodo-related inf

When the user wants to connect an OpenClaw agent to n8n workflows, create n8n webhook skills for OpenClaw, route agent API calls through n8n for credential isolation, build bidirectional OpenClaw-to-n

Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimiz

Operate seekdb via CLI commands and look up seekdb documentation. Use when: executing SQL, exploring table schemas, managing vector collections, registering AI models, answering user questions about s

Fragmented work logging and idea capture powered by Memos. Full memo lifecycle: create, search, update, delete, and comment. Daily-log: structured work journal in .plan format. Passive trigger: after

This skill should be used when the user wants to push code to Railway, says "railway up", "deploy", "deploy to railway", "ship", or "push". For initial setup or creating services, use new skill. For D

Ubuntu documentation-first workflow for Ubuntu-specific questions, maintenance, updates, upgrades, package management, system administration, service troubleshooting, networking, storage, logs, releas

Long-term memory engine for OpenClaw agents using M-flow knowledge graphs. Stores conversations as structured episodic memories and retrieves via graph-routed search. Use when the agent needs to remem

Kubernetes documentation-first workflow for Kubernetes-specific questions, troubleshooting, command planning, cluster operations, workload/resource behavior, networking, storage, scheduling, security,

Scan and document all running services on this machine — Docker containers, system services (launchd/systemd), and open listening ports. Generates a human-readable Markdown runbook with service names,

One-command disk cleanup for macOS and Linux — trash, caches, temp files, old kernels, snap revisions, Homebrew, Docker, and Xcode artifacts. Use when user asks to free storage, clean up disk, reclaim

Check running Docker containers for newer image versions and generate a prioritized update report. Fetches release notes and flags breaking changes vs safe updates. Use when asked about container upda