agent-eval
一个轻量级 CLI 工具，用于在可复现的任务上对编码代理进行头对头比较。每个“哪个编码代理最好？”的比较都基于感觉——本工具将其系统化。
⌘K Publish DevOps / SRE
Deploy, CI, monitoring · 417 skills
Filter and sort417 results
wpf-to-winui3-migration
Guide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK).
fullstack-developer
| You are an expert full-stack web developer specializing in modern JavaScript/TypeScript stacks with React, Node.js, and databases.
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-browser
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms…
caveman-compress
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
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-app-store
Agent skill for app-store - invoke with $agent-app-store name: flow-nexus-app-store description: Application marketplace and template manage…
agent-code-review-swarm
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
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-neural-network
Agent skill for neural-network - invoke with $agent-neural-network name: flow-nexus-neural description: Neural network training and deployme…
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-production-validator
Agent skill for production-validator - invoke with $agent-production-validator name: production-validator color: "#4CAF50" description: Prod…
agent-release-manager
Agent skill for release-manager - invoke with $agent-release-manager name: release-manager description: Automated release coordination and d…
agent-release-swarm
Agent skill for release-swarm - invoke with $agent-release-swarm name: release-swarm description: Orchestrate complex software releases usin…
agent-sandbox
Agent skill for sandbox - invoke with $agent-sandbox name: flow-nexus-sandbox description: E2B sandbox deployment and management specialist.
agent-scout-explorer
Agent skill for scout-explorer - invoke with $agent-scout-explorer name: scout-explorer description: Information reconnaissance specialist t…
agent-swarm
Agent skill for swarm - invoke with $agent-swarm name: flow-nexus-swarm description: AI swarm orchestration and management specialist.
agent-workflow-automation
Agent skill for workflow-automation - invoke with $agent-workflow-automation name: workflow-automation description: GitHub Actions workflow…
AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and dist…
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
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.
agent-governance
| Patterns for adding safety, trust, and policy enforcement to AI agent systems.
agent-setup-maintenance
| Use this skill when changing the shared agent setup for the repository.
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.
agent-browser
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
recruiting-pipeline
Track and manage recruiting pipeline stages.
ansible
Ansible automation expert for playbooks, roles, inventories, and infrastructure management You are a seasoned infrastructure automation engi…
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.
postgres-pro
Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features.
shopify-expert
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), an…
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.
skills-qa
> for evaluating whether the skill fits the user's team and workflow, and whether it duplicates something already installed) This QA check r…
inkos
Autonomous novel writing CLI agent with web workbench (InkOS Studio) - use for creative fiction writing, standalone short-fiction packages,…
release
Bump the Plano version across all required files.
agentic-actions-auditor
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex…
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…
nuxt
Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing.
agent-readiness-audit
> Audit the live site, not the source tree alone.
agent-integration
> Run all three phases of agent integration in a single session.
triage-issue
Use when triaging a GitHub issue - analyzes issue, checks for duplicates, categorizes, and drafts response Analyze a GitHub issue, classify…
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。
release
Automate the full hoverfly release process — version bump, GitHub release, wait for CI, trigger Homebrew update.
bug-bounty
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
create-task
Create a new Harbor task for evaluating agents.
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…
story-setup
| 你是写作基础设施部署器。将网文写作工具集的全套基础设施（hooks、rules、agents、CLAUDE.md）部署到用户项目目录。
skillshare-cli-e2e-test
>- Run isolated E2E tests in devcontainer.
skillshare-devcontainer
>- Execute CLI commands and tests inside the devcontainer.
skillshare-implement-feature
>- Implement a feature following TDD workflow.
skill-judge
Evaluate Agent Skill design quality against official specifications and best practices.
diagnose
Use when a test fails and you need to diagnose the root cause.
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.
video-analytics
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
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 │ │ ├──…
spring-boot
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
powerpoint
PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling - Brought to you by microsoft/hve-cor…
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.
skills-discovery
Search for and install Agent Skills that give you specialized capabilities.
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.
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.
skill-monitor
Analyze skill effectiveness across sessions.
deploy
Deploy workflow for Vercel and Supabase Edge Functions npx vercel --yes npx vercel --prod --yes supabase functions deploy [name] --project-r…
new-post
date: {當前時間，格式: 2022-01-01T00:00:00+08:00} author: davidlei categories: ["{category}"]Works with Claude Code, Cursor, Cline and 23 more.
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.
stock-research-executor
You are a Stock Investment Research Executor responsible for conducting comprehensive, multi-phase investment due diligence using a structur…
sql
Runs SQL queries against the WordPress development database.
skill-judge
Evaluate Agent Skill design quality against official specifications and best practices.
skill-index-updater
Add GitHub skill repos to the ASM index: clone, audit, eval, regenerate index, rebuild catalog, open PR.
skill-improver
| Turn every hard-earned lesson into a reusable improvement.
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…
skills:scan
Scan a repository to bootstrap new skills or audit and update existing ones Bootstrap skills for a new repo, or audit and update skills in a…
<skill-name>
> You are helping a penetration tester with <technique description>.
skillshare-cli-e2e-test
>- Run isolated E2E tests in devcontainer.
skillshare-devcontainer
>- Execute CLI commands and tests inside the devcontainer.
skillshare-implement-feature
>- Implement a feature following TDD workflow.
ring:testing-skills-with-subagents
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
skill-pipeline
> The conductor, not a player.
happycapy-skill-creator
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
oss-contributor-swarm
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
thoroughness
Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comp…
@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…
decomposition-reconstruction
Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottl…
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:.
boltzgen
BoltzGen is an all-atom diffusion model that generates antibody, nanobody, and de novo miniprotein backbones conditioned on a target structu…
by-design-workflow
Instead, it answers four questions before any GPU compute is committed: This skill encodes the canonical decision tree, the modality → tool…
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。
chart-craft-plus
| 你是一位擅长信息可视化的设计师，能把文字描述转化为设计精美、布局清晰的图表 HTML 文件。每一张图都要做到：信息准确、视觉舒适、截图即可分享。Works with Claude Code, Cursor, Cline and 23 more.
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.
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…
business-coach
Strategic business coach (Leila Hormozi-style) providing direct, no-BS guidance on scaling, resource allocation, systems thinking, and strat…
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…
Physics
Assist with physics from intuitive explanations to formal derivations at any level.Works with Claude Code, Cursor, Cline and 23 more.
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,…
ollama
Ollama API Documentation Comprehensive assistance with Ollama development - the local AI model runtime for running and interacting with larg…
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.
asicrs-build
Use when editing files under `plugin/asicrs/`, `sdk/rust/`, or `server/sdk/v1/pb/` (which the asicrs build also consumes).
vcsdd-git-integration
Use this skill when committing VCSDD pipeline artifacts to git.
ralph
Self-referential loop until task completion with architect verification [RALPH + ULTRAWORK - ITERATION {{ITERATION}}/{{MAX}}] Your previous…
ruoyi-framework
<!-- AUTO-GENERATED-RESOURCE-MAP:START --> │ ├── backend-advanced/ │ │ ├── phases/ │ │ │ ├── 01-permission-control.md │ │ │ ├── 03-transacti…
vben
基于 Vben Admin 5.0 文档的专业开发指导技能，帮助快速开发中后台管理系统。
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.
lovable
| This skill enables Claude Code to work effectively with Lovable.dev projects while respecting Lovable's deployment requirements.
post-start-validation
Universal validation and knowledge capture.
cloudflare-agent
Enable ControlKeel governance for Cloudflare Agents with policy gates, budget enforcement, PII detection, and secure execution.
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…
cluster-intake
Intake gate for adding new system or infrastructure components to Anton.
expose-service
Expose a workload for access.
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…
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.
fnos-fpk-dev
/var/apps/[appname] ├── cmd/ # 生命周期脚本（必须） │ ├── main # 启停和状态检查 │ ├── install_init # 安装前 │ ├── install_callback # 安装后; runs on Docker.
i-bolder
Amplify safe or boring designs to make them more visually interesting and stimulating.
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.
agent-audit
Audits Claude Code agent configuration against latest best practices.
agent-definition-auditor
Audit and score an agent-definition markdown such as `AGENTS.md`, `CLAUDE.md`, `SKILL.md`, `SOUL.md`, `.cursorrules`, or a system prompt usi…
agent-eval
一个轻量级 CLI 工具，用于在可复现的任务上对编码代理进行头对头比较。每个“哪个编码代理最好？”的比较都基于感觉——本工具将其系统化。
agentic-actions-auditor
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex…
ai-agent-builder
Principal AI Architect.
ai-agent-patterns
>- Use when this capability is needed.
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.
akka-net-aspire-configuration
Configure Akka.NET with .NET Aspire for local development and production deployments.
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.
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.
ArgoCD MCP Server
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->Works with Claude Code, Cursor, Cline and 23 more.
arn-infra-init
>- Use when this capability is needed.
aspire-integration-testing
Write integration tests using .NET Aspire's testing facilities with xUnit.
asr-transcribe-to-text
>- Transcribe audio/video to speaker-labeled text.
atlas-agent-devops
DevOps expertise for deployment, CI/CD, infrastructure, and automation To build and maintain the infrastructure, automation, and tooling tha…
atrium-bootstrap
Bootstrap a new host application on top of the published atrium base image, or retrofit an existing FastAPI / SQLAlchemy / React app onto at…
auth-quickstart
Scaffold a new FastAPI microservice from zero with ab0t-auth already integrated.
autoplan
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using…
axiom-ai
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
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
Operate Azure SQL Database, Cosmos DB, and managed database services.
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…
bigdata-skill
>- Get the structured substrate the Bigdata.com MCP server doesn't hand over.
bootstrap-project
Use when creating a new project repository to initialize it with standard CLAUDE.md, .cursorrules, CLAUDE.local.md, SESSION_LOG.md, and giti…
browse
Fast headless browser for QA testing and site dogfooding.
canary
Post-deploy canary monitoring.
cgf-optimize
> Use when this capability is needed.
Checkov IaC Scanner
Python or Docker Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage o…
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…
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…
Conftest Policy Tester
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->Works with Claude Code, Cursor, Cline and 23 more.
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).
crap-analysis
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
cso
Chief Security Officer mode.
database-migrations-sql-migrations
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server.
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.
Devcontainer Setup Agent
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started…
devcontainer-setup
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
developing-ios-apps
Develops iOS/macOS apps with XcodeGen, SwiftUI, and SPM, including Apple Developer signing, notarization, and CI/CD pipelines.
DigitalOcean Droplet Manager
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started…
dimensional-analysis
Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling.
django
Django + FastAPI development.
django-security
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deploym…
django-smoke-alarm
Run and triage Django/DRF security smoke checks for settings hardening, throttling, safe HTML, ORM race/idempotency patterns, and model inte…
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-local-tools
Managing local .NET tools with dotnet-tools.json for consistent tooling across development environments and CI/CD pipelines.
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.
Falco Runtime Security
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started…
fastapi-patterns
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production r…
fastmcp
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
fft-debug
Diagnose and resolve FFT_nano runtime issues across container execution, provider credentials, Telegram/WhatsApp routing, scheduler behavior…
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-setup
Verify host prereqs (node, npm, container runtime) before running nano-core.
fft-telegram-ops
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and T…
find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can…
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.
frontend-visual-qa
>- Audit the interface the user can actually see.
gemini-repo-manager
Use when working with a skill for managing and maintaining a project-wide `.gemini/GEMINI.md` repository manifest.
git-commit
Write professional git commits using conventional format for clear communication and automated workflows.
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…
go-backend-patterns
| Use when this capability is needed.
golang-development
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
golang-testcontainers
Write Go integration tests with testcontainers-go Use when this capability is needed.
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-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…
ios-development
iOS/Swift development: SwiftUI, UIKit, Core Data, Xcode builds, simulator management, code signing, and App Store submission.
ios-fix
Autonomous iOS bug fixer.
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…
land-and-deploy
Land and deploy workflow.
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-conversation-history
>- List project-scoped local histories without reconstructing ad hoc rg, stat, discovery, schema introspection, filtering, de-duplication, t…
local-up
Start the local Docker Compose stack (backend + frontend) for development.
localnet
>- Use when this capability is needed.
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.
macos-cleaner
>- Diagnose the actual source of disk pressure, reclaim only approved space, and prove that the cleanup did not damage user data or co-resid…
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-builder
> Use when this capability is needed.
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.
multi-lsp
This skill should be used when the user asks about "LSP", "language server", "gopls", "pyright", "rust-analyzer", "typescript-language-serve…
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…
nocodb-self-hosted-no-code-database-platform-with-rest-api
NocoDB turns any SQL database into a smart spreadsheet with a full REST API.
nodejs-express
Node.js + Express backend patterns.
okdev
Use when helping someone use okdev to initialize, start, inspect, connect to, sync with, troubleshoot, or tear down Kubernetes dev sessions,…
ollama-local-llm-runner-and-model-server
Ollama runs large language models locally with a simple CLI and REST API.
op1-marketing-seo-experiment-stage1
Run and audit OperatorOne Stage1 marketing SEO shadow experiments across input sync, context index, keyword graph, experiment synthesis, and…
Open Policy Agent (OPA)
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
openclaw-pr-maintainer
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener id…
ops-run-local
Manage the local Docker Compose development environment for Rails applications.
Packer Image Builder
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
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…
performing-kubernetes-penetration-testing
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability…
photo-to-scanned-pdf
>- Two related pipelines, same destination look, different starting point: phone photos of paper documents, or a digital document that needs…
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.
Pod CrashLoop Runbook
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:20…
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.
public-plugin-builder
> Use when this capability is needed.
python-deploy
Deploy a Python project to the target environment.
python-project-prep
Prepare Python projects with professional structure, documentation, and tooling.
r3-reactive-extensions
Build reactive/event-driven C# with R3 (Cysharp's modern reimplementation of Reactive Extensions).
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.
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.
ruzzy
> Ruzzy is a coverage-guided fuzzer for Ruby built on libFuzzer.
sarif-parsing
>- You are a SARIF parsing expert.
secure-workflow-guide
Guides through Trail of Bits' 5-step secure development workflow.
sentry-selfhosted
| Use when this capability is needed.
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.
setup
Run initial nano-core setup.
setup-deploy
Configure deployment settings for /land-and-deploy.
ship
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR.
skill-creator
>- Use when | Required evidence | Do not add by default |.
sql-database-patterns
Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
supabase-mcp-server-for-database-and-project-management
Use when working with an official MCP server that connects Supabase projects to AI assistants like Claude, Cursor, and Windsurf.
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 -->Works with Claude Code, Cursor, Cline and 23 more.
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-skill
> Failure patterns from real deployments.
terraform-test
**WORKFLOW SKILL** — Write and run Terraform tests (.tftest.hcl).
testcontainers-integration-tests
Write integration tests using TestContainers for .NET with xUnit.
token-integration-analyzer
Token integration and implementation analyzer based on Trail of Bits' token integration checklist.
tokenkey-stage0-edge-ip-rotation
>- The deploy workflow now owns rotation end-to-end; this skill is a thin wrapper that decides which workflow input to pass, not a sequence…
tokenkey-stage0-edge-lightsail-expansion
>- 适用于 TokenKey fork of sub2api。Lightsail Edge 与 EC2 Edge 并行（不是替代）。
tokenkey-stage0-edge-lightsail-ip-rotation
>- 适用于通过 deploy-edge-lightsail-stage0.yml 部署的 Lightsail Edge（与 EC2 EIP 路径不通用）。
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…
vllm-configuration
|- Use when this capability is needed.
vulnerability-triage-brocards
>- Systematically evaluate incoming vulnerability reports against 7 principled criteria before committing resources to deeper analysis.
website_design
You are a professional web designer and developer who creates complete, production-ready websites from concept to deployment.
wren-mcp-setup
Set up Wren Engine MCP server via Docker and register it with an AI agent.
writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment You write test cases (pressure scenarios w…
xlsx
Use this skill any time a spreadsheet file is the primary input or output.