canary
Post-deploy canary monitoring.
⌘K Publish Monitoring
Prometheus / Grafana · 205 skills
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land-and-deploy
Land and deploy workflow.
setup-deploy
Configure deployment settings for /land-and-deploy.
agent-runtime-hooks
Agent runtime lifecycle hooks for observing and intercepting agent execution.
agent-signal
Build or extend LobeHub Agent Signal pipelines for background or quiet agent work driven by event sources, semantic signals, and action hand…
agent-tracing
Agent tracing CLI for inspecting agent execution snapshots.
agent-gossip-coordinator
Agent skill for gossip-coordinator - invoke with $agent-gossip-coordinator name: gossip-coordinator type: coordinator color: "#FF9800" descr…
agent-hierarchical-coordinator
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator name: hierarchical-coordinator type: coordinator colo…
agent-issue-tracker
Agent skill for issue-tracker - invoke with $agent-issue-tracker name: issue-tracker description: Intelligent issue management and project c…
agent-performance-benchmarker
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker name: performance-benchmarker color: "#607D8B" descript…
agent-performance-monitor
Agent skill for performance-monitor - invoke with $agent-performance-monitor name: Performance Monitor category: optimization description: R…
agent-quorum-manager
Agent skill for quorum-manager - invoke with $agent-quorum-manager name: quorum-manager type: coordinator color: "#673AB7" description: Impl…
ci-cd-and-automation
Automates CI/CD pipeline setup.
kpi-dashboard-design
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns.
deep-research
Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic.
baoyu-markdown-to-html
Converts Markdown files to beautifully styled HTML with inline CSS, optimized for WeChat Official Account and other platforms.
system-design
Design systems, services, and architectures.
agent-platform-skill-registry
> This skill provides instructions for interacting with the Skill Registry on the Gemini Enterprise Agent Platform.
devops-engineer
Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.
postgres-pro
Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features.
agentcore-investigation
Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, bui…
agent-session-monitor
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
yao-agent
Agent management expert.
diagramming-code
> Generates Mermaid diagrams from Trailmark's code graph.
sarif-parsing
>- You are a SARIF parsing expert.
trailmark
Builds and queries multi-language source code graphs for security analysis.
android-cli
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `androi…
gda-analyze
Android APK analysis using GDA.exe.
skill-claw
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox DETECT PLATFORM FIRST.
uml
Create UML diagrams using PlantUML syntax.
skill-integration-tester
Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), fil…
video-analytics
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
terraform-skill
> Failure patterns from real deployments.
moai-domain-database
> Enterprise Database Expertise - Comprehensive database patterns and implementations covering PostgreSQL, MongoDB, Redis, Oracle, and advan…
akka-net-management
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation witho…
aspire-service-defaults
Create a shared ServiceDefaults project for Aspire applications.
dotnet-local-tools
Managing local .NET tools with dotnet-tools.json for consistent tooling across development environments and CI/CD pipelines.
OpenTelemetry-NET-Instrumentation
Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, naming con…
axiom-location
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
skill-auditor
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
nuxt-modules
Use when creating Nuxt modules: (1) Published npm modules (@nuxtjs/, nuxt-), (2) Local project modules (modules/ directory), (3) Runtime ext…
dashboard-creator
Create HTML dashboards with KPI metric cards, bar/pie/line charts, progress indicators, and data visualizations.
azure-hpc-cache
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns,…
cluster-manage
Manage Kurtosis cluster settings.
skill-tag
Create and push semantic version tags for CI/CD deployment.
Omics Analysis Skills Index
| Best practices and workflows for single-cell and spatial omics analysis.
skill-monitor
Analyze skill effectiveness across sessions.
logs
View shella daemon and plugin logs.
news
Reports on the newest news on a specific topic.
terraform-iac-expert
Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets manageme…
crm-cli
Manage contacts, companies, deals, and pipeline with crm.cli — a headless CLI-first CRM backed by SQLite with a virtual filesystem interface…
terraform-infrastructure-as-code
Comprehensive Terraform Infrastructure as Code skill covering resources, modules, state management, workspaces, providers, and advanced patt…
wagmios
Give your OpenClaw agent a homelab.
it-manager-pro
IT Manager Pro (Elite Leadership Advisor) workflow skill.
analyze-malware
You are a malware analysis expert and you are able to understand malware for any kind of platform including, Windows, MacOS, Linux or androi…
debugging-dags
Comprehensive DAG failure diagnosis and root cause analysis.
trace
Trace design decisions and concepts through session history, handoffs, and git.
monitor
Set up monitoring with error tracking, alerts, dashboards, and SLOs for production applications.
erne-deploy
ERNE — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents You are executing the /erne-deploy comman…
hs
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
ruoyi-framework
<!-- AUTO-GENERATED-RESOURCE-MAP:START --> │ ├── backend-advanced/ │ │ ├── phases/ │ │ │ ├── 01-permission-control.md │ │ │ ├── 03-transacti…
avalonia
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
am-agent-code-debugger
Systematically identify, diagnose, and resolve bugs using advanced debugging techniques.
am-agent-code-standards-enforcer
Enforce coding standards, style guides, and architectural patterns across projects.
octo
Query Octopus observability platform — logs, alerts, traces, metrics, issues, services, LLM, RUM, events.
codebaseanalyser
Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment.
fft-farm-ops
Operate the farm bridge through ledger reads and IPC action requests, using main-chat-only control flows and safety guardrails.
pocketbase
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data ma…
cluster-intake
Intake gate for adding new system or infrastructure components to Anton.
ntfy-alert-triage
Triage ntfy.sh-routed alerts in Anton — identify which alert fired, why it fired (or why it didn't deliver), and propose a fix.
creative-specialized-skill-38
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
docker-best-practices
Docker 多服务部署最佳实践 - 生产级 Dockerfile 和 Docker Compose 架构指南。
dockerfile-hardener
Improve Dockerfiles for image size, caching, security, reproducibility, and multi-stage build hygiene.
feature-flag-rollout-planner
Design staged feature-flag rollouts, guardrails, monitoring, and rollback logic for risky product changes.
incident-postmortem-writer
Turn incident timelines, logs, tickets, and chat snippets into a clear postmortem covering impact, detection, root cause, contributing facto…
k8s-deployment-sheriff
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
observability-setup-builder
Add or improve logging, metrics, tracing, dashboards, and alert-ready instrumentation structure.
oncall-handoff-summarizer
Turn alert streams, incident notes, and partial diagnostics into a clean on-call handoff.
pr-review-enforcer
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or oper…
start-app
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
start-app
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
act-local-github-actions-runner
act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without p…
agent-squad
Manage persistent AI coding squads that run in tmux sessions with task queues, progress reports, and automatic health monitoring.
ai-agent-architect
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
ai-agent-super-skill
Comprehensive AI agent building skill merging Perplexity Computer's skill creation, webserver, and automation capabilities with Claude Code'…
analyze-local
Use this skill when a local container won't start, a service is unreachable from the host, a local docker-compose stack is misbehaving, or a…
atlas-agent-devops
DevOps expertise for deployment, CI/CD, infrastructure, and automation To build and maintain the infrastructure, automation, and tooling tha…
auth-quickstart
Scaffold a new FastAPI microservice from zero with ab0t-auth already integrated.
azure-database-migration
Expert knowledge for Azure Database Migration service development including troubleshooting, decision making, limits & quotas, security, int…
azure-database-mysql
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design…
azure-database-postgresql
Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & de…
azure-sql-database
Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patter…
azure-sql-managed-instance
Expert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & desig…
azure-sql-virtual-machines
Expert knowledge for SQL Server on Azure Virtual Machines development including troubleshooting, best practices, decision making, architectu…
backend-dev-guidelines
Comprehensive backend development guide for Node.js/Express/TypeScript microservices.
ci-cd
Set up CI/CD pipelines - use when working on related tasks Use when this capability is needed.
ci-cd-and-automation
Automates CI/CD pipeline setup.
ci-cd-generator
Scaffold/audit GitHub Actions CI/CD — Go/Rust/TS.
ci-cd-patterns
CI/CD patterns for mobile - GitHub Actions workflows for Android/iOS, Fastlane integration, code signing, artifact publishing, and automated…
ci-cd-pipeline
Design and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and envir…
ci-cd-review
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
ci-cd-ssdf-security
GitHub Actions security hardening, CI/CD pipeline integrity, release security, and SSDF alignment Use when this capability is needed.
clawdfolio
> Quantitative portfolio toolkit for professional investors.
cloudron-server-ops
Manage apps on a Cloudron server using the cloudron CLI.
cockpit-cms-headless-content-platform-with-rest-and-graphql-apis
Cockpit CMS is a lightweight headless content platform for teams that want flexible models, REST and GraphQL APIs, and self-hosted deploymen…
config-as-data
Use whenever the user is authoring or modifying Kubernetes configuration stored in ConfigHub, or is about to reach for Helm, Kustomize, Json…
convert-to-docker
Normalize FFT_nano to Docker-first runtime defaults.
copilotkit-demo-parity
Keeps examples/integrations/* demos aligned to the north-star (langgraph-python).
debug
Debug nano-core agent runtime issues (Docker default, host opt-in).
deploy-grokky
Deploy Grokky — start Docker, ensure grok_spawner, build images, publish package Use when this capability is needed.
deploying-machine-learning-models
| Use when this capability is needed.
dev-server
> Use when this capability is needed.
django
Django + FastAPI development.
django-celery
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing.
django-security
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deploym…
django-verification
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before rele…
Docker MCP Server
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:20…
docker-compose-generator-skill
Use the upstream install or setup path that matches your environment: Use when this capability is needed.
docker-container-health-check-runbook
Runs systematic health diagnostics on Docker containers using docker inspect, docker stats, and the Docker Engine API.
docker-container-health-inspector
Inspects Docker container health using the Docker Engine API v1.45 /containers/{id}/json and /containers/{id}/stats endpoints.
docker-databricks-lab-ops
Start and verify the local Docker CDC lab (dvdrental), run the PostgreSQL load generators, reset Databricks tables, trigger Databricks noteb…
docker-manager
Manage Docker containers, images, volumes, and networks.
documentation
</applicability> 文档在docs目录下，根据文档类型进行分类存放，如docs/tasks等。
dokku-docker-powered-mini-heroku-self-hosted-paas
Dokku is a self-hosted Platform-as-a-Service built on Docker that provides Heroku-like git-push deployment on your own infrastructure.
DreamHost Manager
Complete DreamHost website management via SFTP/SSH for React JS deployments, multi-site routing, file operations, and content management.
fastmcp
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
fft-demo-holodeck-ops
Drive the FFT_demo_dash holodeck system — scene triggers, agent commentary, canvas presets, and live weather mirroring — to produce impactfu…
fft-telegram-ops
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and T…
flutter-china-deploy
当用户需要部署 Flutter 项目时，按以下步骤执行： 在终端执行或写入 ~/.zshrc： export PUBHOSTEDURL=https://pub.flutter-io.cn export FLUTTERSTORAGEBASE_URL=https://storage.…
github-skill
curl -s "https://api.github.com/..." \ 以下规则具有最高优先级，适用于所有后续操作。
gitleaks-git-repository-secret-scanner
Gitleaks is an open-source SAST tool for detecting hardcoded secrets like passwords, API keys, and tokens in Git repositories, files, and di…
golang-slog
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance…
golang-troubleshooting
Troubleshoot Golang programs systematically - find and fix the root cause.
homelab-ops
Operate the homelab platform — start/stop services, backups, updates, disaster-recovery, and Docker management.
implementing-file-integrity-monitoring-with-aide
Configure AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring including baseline creation, Use when this capabilit…
implementing-network-policies-for-kubernetes
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control Use when this capability…
import-unit-granularity
Use when the user is deciding how to slice Kubernetes YAML into ConfigHub Units — phrases like "one Unit or many?", "how should I split thes…
instrument
Add Opik tracing to an existing codebase.
jellycore-ops
Operate JellyCore services in Docker Compose with a safe runbook: start, stop, restart, health-check, inspect logs, and collect diagnostics.
k9s-kubernetes-terminal-dashboard
K9s is a terminal-based UI for managing Kubernetes clusters, providing real-time observation of resources, log tailing, pod shell access, an…
kt
Build, test, analyze, or start Docker for a Kotlin project Use when this capability is needed.
kubernetes
Kubernetes - use when working on related tasks Use when this capability is needed.
kubernetes-cloudkube-audit
This skill covers hardening managed Kubernetes clusters on EKS, AKS, and GKE by implementing Pod Security Standards, network policies, workl…
kubernetes-etcd-kubernetes-analyze
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encrypt…
kubernetes-events-api-crashloop-investigator
Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in Cr…
kubernetes-finops-engineer
Specialist in Kubernetes cost allocation, namespace and label-based chargeback, and cluster-level optimization.
kubernetes-general-overview-analyze
Auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard permissions, dangerous ClusterRoleBindings, se…
kubernetes-hardening-kubernetes-analyze
Audit Kubernetes cluster security posture against CIS benchmarks using kube-bench with automated checks for control plane, worker nodes, and…
kubernetes-hardening-kubesecmanifest-detect
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations, privilege escalation risks, and…
kubernetes-hardening-podsecurity-exploit
Pod Security Standards (PSS) define three levels of security policies -- Privileged, Baseline, and Restricted -- enforced by the Pod Securit…
kubernetes-manager
Kubernetes cluster management skill.
kubernetes-native
> Use when this capability is needed.
kubernetes-network-k8snetpol-harden
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control traffic flow between pod…
kubernetes-network-kubernetes-analyze
Implement Kubernetes network segmentation using Calico NetworkPolicy and GlobalNetworkPolicy for zero-trust pod-to-pod communication.
kubernetes-ontology-access
Use this skill whenever a user wants to onboard, deploy, install, or operate kubernetes-ontology;
kubernetes-operator
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state.
kubernetes-patterns
Pods, deployments, services, ingress, RBAC, autoscaling, and production cluster best practices Use when this capability is needed.
kubernetes-pentest-kubernetes-analyze
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet,…
kubernetes-pod-crash-loop-analyzer
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
kubernetes-principles
Kubernetes and Helm standards for manifests, charts, values files, RBAC, workloads, networking, policy, validation, or deployment review.
kubernetes-specialist
Expert Kubernetes Specialist with deep expertise in container orchestration, cluster management, and cloud-native applications.
kubernetes-upgrade
Use when the user asks to "upgrade Kubernetes", "upgrade k8s", "update Kubernetes version", "bump Kubernetes version", mentions a target ver…
kubernetes-workload-optimizer
Tunes container resource requests/limits AND node-level autoscaling (Karpenter, Cluster Autoscaler) for the right balance of cost, schedulin…
langchain-agents-deploy
Use when productionising or deploying a LangChain / LangGraph / DeepAgents agent.
langchain-agents-observability
Use when debugging an agent's behaviour, reading LangSmith traces, setting up tracing in production (LangSmith + OpenTelemetry), wiring dist…
langchain-agents-workflow
Use when starting work on any LangChain / LangGraph / DeepAgents project.
lazydocker-terminal-ui-for-docker-management
LazyDocker is a terminal UI for Docker and Docker Compose that provides container management, log viewing, resource monitoring, and image in…
local-up
Start the local Docker Compose stack (backend + frontend) for development.
machine-learning
Expert ML engineer specializing in MLOps, ML platform design, distributed training, model optimization, and production ML systems.
mcp-server
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude",…
mcp-server-orchestrator
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
microsoft-foundry
Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batc…
newsbox
newsbox 是「采集层」CLI + SDK：从 RSS / 网页采集 AI 信源 → 落进 ~/.newsbox/raw.db（业务投影是 articlesraw 表；
next-js
Build Next.js 16+ applications with App Router, server components, caching strategies, and production deployment patterns Use when this capa…
okdev
Use when helping someone use okdev to initialize, start, inspect, connect to, sync with, troubleshoot, or tear down Kubernetes dev sessions,…
ops-run-local
Manage the local Docker Compose development environment for Rails applications.
performing-kubernetes-penetration-testing
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability…
project-bootstrap
Initialize a brand-new project from scratch with a default full-stack scaffold (Rust core + React Router 7 portal + Docker + Kubernetes).
provisioning-cluster-for-production
Guides initial CockroachDB cluster provisioning and production deployment.
python-deploy
Deploy a Python project to the target environment.
python-project-prep
Prepare Python projects with professional structure, documentation, and tooling.
regression-root-cause-analyzer
Locate root causes of failing regression tests by analyzing code changes, error messages, and test dependencies.
repo-guidance-sync
Keep repository documentation, AGENTS.md, and contributor/test guidance aligned with code, design, and product changes.
server
Test, analyze, or start Docker for the server project Use when this capability is needed.
services-up
Start Docker Compose services for local development and testing.
ship
Ship current branch — CI, SonarCloud, code review, security review, fix all issues, merge.
splunk-observability-aws-integration
>- Use when this capability is needed.
sql-database-patterns
Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
telegram-bot-creator
Complete Telegram bot creation for AI agents and pipelines.
terraform
Terraform IaC - use when working on related tasks Use when this capability is needed.
Terraform Cloud MCP Server
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
terraform-cli-setup
which terraform 2>/dev/null || echo "NOT_INSTALLED" 如果未安装，进入安装流程。如果已安装，跳到第 3 步。
terraform-iac
State management, modules, workspaces, remote backends, and multi-environment strategies Use when this capability is needed.
terraform-module-registry
Basic usage or getting-started notes: Use when this capability is needed.
terraform-modules
> Use when this capability is needed.
terraform-ops
Terraform IaC management skill.
terraform-patterns
**UTILITY SKILL** — Reusable Azure Terraform patterns: hub-spoke, private endpoints, diagnostics, AVM-TF modules.
terraform-principles
Terraform and OpenTofu standards for .tf, .tfvars, .tofu, modules, providers, state, plans, policy checks, and IaC review.
terraform-procedures
Use this skill when authoring or running a Terraform plan/apply, refactoring modules, performing state surgery, importing existing cloud res…
terraform-search-import
**WORKFLOW SKILL** — Discover existing Azure resources and bulk import them into Terraform management.
terraform-test
**WORKFLOW SKILL** — Write and run Terraform tests (.tftest.hcl).
usmds
Use when building React Native mobile apps with the U.S.
verify-deployment
Use this skill when the user asks to "verify my deployment", "check if everything is working", "test my deployment", "check if my services a…
weights-biases-run-monitor
Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs.
wren-mcp-setup
Set up Wren Engine MCP server via Docker and register it with an AI agent.