xlsx
Use this skill any time a spreadsheet file is the primary input or output.
⌘K Publish CI / CD
Continuous integration & delivery · 292 skills
Filter and sort292 results
wpf-to-winui3-migration
Guide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK).
autoplan
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using…
canary
Post-deploy canary monitoring.
cso
Chief Security Officer mode.
land-and-deploy
Land and deploy workflow.
setup-deploy
Configure deployment settings for /land-and-deploy.
playwright-devops
DevOps workflows for Playwright - CI failure analysis, workflow debugging, and release operations.
agent-signal
Build or extend LobeHub Agent Signal pipelines for background or quiet agent work driven by event sources, semantic signals, and action hand…
skill-share
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
agent-data-ml-model
Agent skill for data-ml-model - invoke with $agent-data-ml-model name: "ml-developer" description: "Specialized agent for machine learning m…
agent-github-modes
Agent skill for github-modes - invoke with $agent-github-modes name: github-modes description: Comprehensive GitHub integration modes for wo…
agent-ops-cicd-github
Agent skill for ops-cicd-github - invoke with $agent-ops-cicd-github name: "cicd-engineer" description: "Specialized agent for GitHub Action…
agent-release-manager
Agent skill for release-manager - invoke with $agent-release-manager name: release-manager description: Automated release coordination and d…
agent-workflow-automation
Agent skill for workflow-automation - invoke with $agent-workflow-automation name: workflow-automation description: GitHub Actions workflow…
career-ops
AI job search command center -- evaluate offers, generate CVs, scan portals, track applications Determine the mode from $mode: | Input | Mod…
ci-cd-and-automation
Automates CI/CD pipeline setup.
python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices.
langchain-architecture
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration.
react-native-architecture
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns.
gpt-researcher
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.
academic-paper
A general-purpose academic paper writing tool — 12-agent pipeline covering all disciplines, with higher education domain as the default refe…
academic-pipeline
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise ->…
deep-research
Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic.
deep-question
Generate quiz questions with answers on any topic.
recruiting-pipeline
Track and manage recruiting pipeline stages.
cicd
CI/CD reference for Megatron-LM.
agent-workflow-designer
Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure han…
minimax-pdf
> Three tasks.
paper-writing
Orchestrate a complete paper writing workflow for: $ARGUMENTS This skill chains five sub-skills into a single automated pipeline: /paper-pla…
patent-pipeline
Draft a complete patent application based on: $ARGUMENTS This skill orchestrates the full patent drafting lifecycle -- from prior art search…
devops-engineer
Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.
academic-plotting
Generates publication-quality figures for ML papers from research context.
daily-finance
You generate a high-quality daily financial news report based on reliable sources, including macro trends, market movements, and key events.
finance-core-analysis
Use when multiple plausible dates exist and "latest" is not implied.
finance-weekly-outlook
Generate a source-backed weekly financial trading outlook from daily-finance, finance-core-analysis, and finance-explosive-article outputs p…
data-analysis
Analyze, explore, clean, and visualize datasets with statistical rigor.
yao-agent
Agent management expert.
inkos
Autonomous novel writing CLI agent with web workbench (InkOS Studio) - use for creative fiction writing, standalone short-fiction packages,…
agentic-actions-auditor
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex…
dimensional-analysis
Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling.
sarif-parsing
>- You are a SARIF parsing expert.
ads-meta
Meta Ads deep analysis covering Facebook, Instagram, and Threads advertising in the Andromeda + GEM + Lattice era.
android-cli
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `androi…
chinese-documentation
中文技术文档最常见的问题不是内容不够，而是读起来别扭——中英文挤在一起没有空格、全角半角混用、一股机翻味。本技能提供一套完整的中文技术文档写作规范，让你的文档专业、好读、不出戏。
agent-integration
> Run all three phases of agent integration in a single session.
agentic-workflow
Agentic Workflow Pattern Standard multi-agent pipeline for implementation tasks.
agentica-infrastructure
Reference guide for Agentica multi-agent infrastructure APIs Complete API specification for Agentica multi-agent coordination infrastructure…
youtube-shorts-generator
Generate viral 9:16 YouTube Shorts (or TikTok/Reels clips) from a long-form YouTube URL or local video.
docetl
Build and run LLM-powered data processing pipelines with DocETL.
skill-claw
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox DETECT PLATFORM FIRST.
skill-code-review
Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis Invokes the code-reviewer persona for t…
skill-content-pipeline
Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages Multi-stage pipeline for deep content an…
skill-factory
Run a full build-and-ship pipeline from a spec — use for hands-off project generation DO NOT call Skill() again.
skill-finish-branch
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done This generated Codex skill preserves an enforced…
skill-share
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
uml
Create UML diagrams using PlantUML syntax.
huashu-design
你是一位用HTML工作的设计师，不是程序员。用户是你的manager，你产出深思熟虑、做工精良的设计作品。
novel-openviking
OpenViking 已接管 OpenClaw 默认记忆后端（qmd），成为你的记忆系统。两者都是文件语义，切换无感。
bug-bounty
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
systematic-literature-review
python3 scripts/run_pipeline.py --topic "{主题}" --runs-root runs python3 scripts/pipelinerunner.py --topic "{主题}" --domain general --work-dir…
skill-generator
Meta-skill for creating new Claude Code skills with configurable execution modes.
skill-simplify
SKILL.md simplification with functional integrity verification.
skill-install-guardian
Inspect third-party Claude/OpenClaw/Codex/OpenCode skills, plugins, repos, npm packages, pip packages, shell installers, and GitHub Actions…
skill-releaser
Release skills to ClawhHub through the full publication pipeline — auto-scaffolding, OPSEC scan, dual review (agent + user), force-push rele…
skill-designer
Design new Claude skills from structured idea specifications.
skill-idea-miner
Mine Claude Code session logs for skill idea candidates.
skill-integration-tester
Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), fil…
skill-test
Testing framework for evaluating Databricks skills.
SVG Diagram Generation
Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.
video-claw
video-claw/ ← OpenClaw 调用的 skill 根目录 ├── video-claw/ ← 前后端项目代码 │ ├── backend/ ← FastAPI 后端（端口 8000） │ │ ├── api/ ← API 路由、Schema 和服务 │ │ ├──…
bigdata-skill
>- Get the structured substrate the Bigdata.com MCP server doesn't hand over.
developing-ios-apps
Develops iOS/macOS apps with XcodeGen, SwiftUI, and SPM, including Apple Developer signing, notarization, and CI/CD pipelines.
github-ops
Provides comprehensive GitHub operations using gh CLI and GitHub API.
pdf-creator
Convert markdown files to professional PDF documents with proper Chinese font support, theme system, and visual self-check.
pdf-to-html
Turn a PDF into a single, self-contained, readable HTML file — images, tables, charts and reading order preserved — and optionally translate…
terraform-skill
> Failure patterns from real deployments.
transcript-fixer
Corrects speech-to-text transcription errors using dictionary rules and AI-powered analysis.
powerpoint
PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling - Brought to you by microsoft/hve-cor…
akka-net-management
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation witho…
akka-net-testing-patterns
Write unit and integration tests for Akka.NET actors using modern Akka.Hosting.TestKit patterns.
aspire-integration-testing
Write integration tests using .NET Aspire's testing facilities with xUnit.
crap-analysis
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
dotnet-local-tools
Managing local .NET tools with dotnet-tools.json for consistent tooling across development environments and CI/CD pipelines.
playwright-ci-caching
Cache Playwright browser binaries in CI/CD pipelines (GitHub Actions, Azure DevOps) to avoid 1-2 minute download overhead on every build.
axiom-analyze-triage
Use when the user wants to triage a CORPUS of production crashes/hangs from an aggregator (Sentry, App Store Connect) — grouped, counted iss…
ppt-master
Generate editable PPTX from documents using local ppt-master pipeline.
skill-gen-4-enterprise-doc
Turn SOPs, URLs, or stated intent into an installed skill package.
skill-auditor
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
superpowers-workflow
Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with verification (prefe…
skill-factory
> Automated pipeline: session analysis -> duplicate check -> skill creation.
nuxt-modules
Use when creating Nuxt modules: (1) Published npm modules (@nuxtjs/, nuxt-), (2) Local project modules (modules/ directory), (3) Runtime ext…
crawl4ai
This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, o…
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.
skillgrade-graders
Authors deterministic and LLM rubric graders for skillgrade evaluations.
skillgrade-setup
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
skill-curator
Autonomous skill lifecycle manager.
skill-developer
Meta-skill for creating and managing Claude Code skills Meta-skill for creating new Claude Code skills, including skills that wrap MCP pipel…
skill-tag
Create and push semantic version tags for CI/CD deployment.
skill-evolve
Optional sidecar skill for controlled feedback-driven skill evolution.
Skill Security Scan
Audit skills, workflows, and companion scripts for injection, exfiltration, traversal, and prompt-override risks with delta tracking, baseli…
nf-core Pipelines Skills Index
| nf-core is a community-driven collection of **143+ curated Nextflow pipelines** for bioinformatics.
OpenST Skills Index
| Open-ST is an open-source spatial transcriptomics method that captures transcriptome-wide expression at sub-cellular resolution using sequ…
SC Best Practices Skills Index
| Best practices and workflows for single-cell and spatial omics data analysis, based on the Single-cell Best Practices book.
Upstream Processing Skills Index
| Skills and workflows for upstream data processing steps that precede standard single-cell analysis (QC, normalization, clustering, etc.).
skills-hub
Browse and install community skills from the BioClaw Skills Hub.
news
Reports on the newest news on a specific topic.
startup
Run full Contextium session startup sequence with all agents Run the full startup agent pipeline to initialize this session.
skill-index-updater
Add GitHub skill repos to the ASM index: clone, audit, eval, regenerate index, rebuild catalog, open PR.
ros2-development
> from rclpy.node import Node from rclpy.qos import QoSProfile, ReliabilityPolicy, HistoryPolicy from std_msgs.msg import String class Perce…
skill-router
Help users discover available skills and help Claudia pick the right one when a request is ambiguous.
skill-share
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
greploop
> Iteratively fix a PR/MR/CL until Greptile gives a perfect review: 5/5 confidence, zero unresolved comments.
skill-pipeline
> The conductor, not a player.
@skene/database-skills
Backend skills for Supabase — CRM, billing, support, and more Composable backend schemas for Supabase.
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…
survey-generation
Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and…
powerpoint-slides
| Use when MCP returns no images, or when page-region cropping is needed:.
by-research
Thorough target research before design prevents wasted compute and failed campaigns.
academic-research
一套完整的學術研究 Skill 套件，涵蓋從論文閱讀到撰寫、審稿的完整研究流程。支援 Claude Code、ChatGPT/Codex CLI、Gemini CLI。
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.
github-actions-docs
Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, m…
it-manager-pro
IT Manager Pro (Elite Leadership Advisor) workflow skill.
paper-fulltext-harvest
Pipeline for downloading academic paper full-text at scale.
review-pr
Generate structured PR review comments using Claude Code agents and post them to GitHub.
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.
nano-pdf
PDF processing: extraction, text mining, form filling, manipulation, OCR integration This skill provides tools for PDF processing, including…
content-publish
> EVERY piece of content MUST go through the voice-master skill before publishing.
erne-deploy
ERNE — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents You are executing the /erne-deploy comman…
erne-learn
ERNE — Manual skill generation — runs continuous-learning-v2 scripts to extract patterns from session You are executing the /erne-learn comm…
erne-worker
ERNE — Autonomous ticket execution — polls a provider, picks up ready tickets, and runs the full ERNE pipeline (validate, plan, code, test,…
ai-skill-improve
Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, L…
hs
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
vcsdd-git-integration
Use this skill when committing VCSDD pipeline artifacts to git.
ruoyi-framework
<!-- AUTO-GENERATED-RESOURCE-MAP:START --> │ ├── backend-advanced/ │ │ ├── phases/ │ │ │ ├── 01-permission-control.md │ │ │ ├── 03-transacti…
ttal-comment
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
avalonia
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
am-agent-code-standards-enforcer
Enforce coding standards, style guides, and architectural patterns across projects.
codebaseanalyser
Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment.
defect-detection
Analyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma pro…
pocketbase
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data ma…
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.
ace
> 适用于 兼职/ 下所有需要交付 Word 报告、论文式分析说明、正式统计表或客户可见结果文档的任务。只要用户没有明确要求保留过程说明，交付前必须回看最终成品文件，而不是只检查生成脚本。
ci-pipeline-doctor
Diagnose broken CI pipelines across GitHub Actions, GitLab CI, and similar build systems by inspecting configs, logs, caches, artifacts, and…
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.
k8s-deployment-sheriff
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
osint-dorking
Use this skill whenever a user asks for OSINT dorks, Google dorks, GHDB queries, Shodan filters, GitHub code search dorks, search operators,…
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…
add-airline
Orchestrate the full add-a-program workflow on the crazy4points project (works for airlines, hotels, alliances, and credit cards — generic b…
add-language-hook
Add a chunking hook for a new or existing language in the ingest pipeline.
ai-agent-builder
Principal AI Architect.
ai-agent-super-skill
Comprehensive AI agent building skill merging Perplexity Computer's skill creation, webserver, and automation capabilities with Claude Code'…
ai-saas-redesign
End-to-end workflow for redesigning a SaaS or AI product landing page and building an interactive AI agent UX flow.
aide
> Use when this capability is needed.
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…
analyzing-machine-learning-in-investing
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
arn-infra-init
>- Use when this capability is needed.
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-architecture-autopilot
> Use when this capability is needed.
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…
cgf-optimize
> Use when this capability is needed.
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.
ci-cd-watchdog
将冗长构建日志转化为“阶段定位→根因诊断→修复命令→安全回滚→预防清单”的标准化运维闭环，缩短 MTTR（平均恢复时间）。
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…
codemie-mr
>- Use when this capability is needed.
community
> Use when this capability is needed.
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-specialismsinit-local-tooling
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
django
Django + FastAPI development.
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.
dotnet-security
| Use when this capability is needed.
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-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.…
forge-engineering
Run a complete engineering project through Forge's 8-phase autonomous pipeline.
git-push
> Use when this capability is needed.
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。
gitlab-mr
Create and manage GitLab Merge Requests on gitlab.example.com repositories, driving them to a truly mergeable state.
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…
google-agents-cli-scaffold
> Use when this capability is needed.
homelab-ops
Operate the homelab platform — start/stop services, backups, updates, disaster-recovery, and Docker management.
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…
ios-development
iOS/Swift development: SwiftUI, UIKit, Core Data, Xcode builds, simulator management, code signing, and App Store submission.
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-langchain-code
Use when editing a non-agentic LCEL pipeline — composing Runnables, retrievers, embeddings, chat models, parsers, or building a RAG chain.
langchain-agents-scaffold
Use when creating a new LangChain / LangGraph / DeepAgents project from scratch.
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.
machine-learning-algorithms
Use when answering CLRS-style machine-learning algorithm questions about k-means clustering, Lloyd's procedure, multiplicative weights, weig…
machine-learning-ops-ml-pipeline
Design and implement a complete ML pipeline for: $ARGUMENTS Use when this capability is needed.
mcp-headless-test
Run live tests of the Ariadne MCP server using Claude Code in headless mode.
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…
mine-corrections
Mine the chat-arch corpus for correction patterns — moments where the user pushed back on the AI — and propose concrete upgrades to CLAUDE.m…
ml-pipeline
Machine learning pipelines - use when working on related tasks Use when this capability is needed.
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,…
op1-marketing-seo-experiment-stage1
Run and audit OperatorOne Stage1 marketing SEO shadow experiments across input sync, context index, keyword graph, experiment synthesis, and…
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.
release-create
Validates a Clawperator release candidate, creates and pushes an annotated git tag for a specific version and commit, inspects the resulting…
resume-extractor
| +-- .pdf --> python parse.py --input resume.pdf --output resume.md | +-- .docx/.doc --> python parse.py --input resume.docx --output resum…
reviewing-skills
> Use when this capability is needed.
run-other-cli-agents
Execute and orchestrate external CLI-based agents to delegate subtasks, obtain specialized outputs, or compose multi-agent workflows.
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.
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).
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…
wren-mcp-setup
Set up Wren Engine MCP server via Docker and register it with an AI agent.