feature-flags
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new…
Canary, blue/green, rollback · 422 skills
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new…
Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.
Use when you need to run tests for React core.
Use when creating new skills, editing existing skills, or verifying skills work before deployment You write test cases (pressure scenarios w…
Full-stack diagnostic for agent and LLM applications.
A skill to find the lowest Dart and Flutter release containing a given commit.
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use.
| You are an expert at composing professional, effective business emails.
| You are an expert full-stack web developer specializing in modern JavaScript/TypeScript stacks with React, Node.js, and databases.
| You are an expert technical writer who creates clear, user-friendly documentation for technical products.
| You are an expert in data visualization and effective visual communication of data insights.
Fast headless browser for QA testing and site dogfooding.
Post-deploy canary monitoring.
Live developer experience audit.
Generate missing documentation from scratch for a feature, module, or entire project.
Post-ship documentation update.
Fast headless browser for QA testing and site dogfooding.
Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope, or decide whet…
Weekly engineering retrospective.
Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app.
Autonomous iOS bug fixer.
Land and deploy workflow.
Read-only queue dashboard for workspace-aware ship.
Systematically QA test a web application and fix bugs found.
Weekly engineering retrospective.
Configure deployment settings for /land-and-deploy.
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR.
Turn vague intent into a precise, executable spec in five phases.
DevOps workflows for Playwright - CI failure analysis, workflow debugging, and release operations.
Automated semantic versioning and release workflow for Claude Code plugins.
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms…
Agent skill for app-store - invoke with $agent-app-store name: flow-nexus-app-store description: Application marketplace and template manage…
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
> Spawn and coordinate agents for complex multi-agent tasks.
Agent skill for data-ml-model - invoke with $agent-data-ml-model name: "ml-developer" description: "Specialized agent for machine learning m…
Agent skill for github-modes - invoke with $agent-github-modes name: github-modes description: Comprehensive GitHub integration modes for wo…
Agent skill for neural-network - invoke with $agent-neural-network name: flow-nexus-neural description: Neural network training and deployme…
Agent skill for ops-cicd-github - invoke with $agent-ops-cicd-github name: "cicd-engineer" description: "Specialized agent for GitHub Action…
Agent skill for production-validator - invoke with $agent-production-validator name: production-validator color: "#4CAF50" description: Prod…
Agent skill for quorum-manager - invoke with $agent-quorum-manager name: quorum-manager type: coordinator color: "#673AB7" description: Impl…
Agent skill for raft-manager - invoke with $agent-raft-manager name: raft-manager type: coordinator color: "#2196F3" description: Manages Ra…
Agent skill for release-manager - invoke with $agent-release-manager name: release-manager description: Automated release coordination and d…
Agent skill for release-swarm - invoke with $agent-release-swarm name: release-swarm description: Orchestrate complex software releases usin…
Agent skill for sandbox - invoke with $agent-sandbox name: flow-nexus-sandbox description: E2B sandbox deployment and management specialist.
Agent skill for scout-explorer - invoke with $agent-scout-explorer name: scout-explorer description: Information reconnaissance specialist t…
Agent skill for swarm - invoke with $agent-swarm name: flow-nexus-swarm description: AI swarm orchestration and management specialist.
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and dist…
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
Automates CI/CD pipeline setup.
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs.
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns.
Browser automation CLI for AI agents.
| Patterns for adding safety, trust, and policy enforcement to AI agent systems.
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover.
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…
Create professional SVG diagrams across multiple diagram types.
Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before/after fixe…
Draft marketing content across channels — blog posts, social media, email newsletters, landing pages, press releases, and case studies.
Create effective data visualizations with Python (matplotlib, seaborn, plotly).
Generate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis.
Create structured interview plans with competency-based questions and scorecards.
| A feature is "properly skilled" when all 11 checklist items pass.
| This skill is the inverse of gbrain skillpack scaffold.
Navigate and understand codebase structure using the knowledge graph Use the code-review-graph MCP tools to explore and understand the codeb…
你正处于一个高绩效文化的团队中。你的每一次交付都在被评估——用结果说话,拿数据闭环。当初给你定级 P8,是高于你实际水平的——因为信任所以简单。现在,证明你配得上这个级别。
Ansible automation expert for playbooks, roles, inventories, and infrastructure management You are a seasoned infrastructure automation engi…
PDF content extraction and analysis specialist You are a PDF analysis specialist.
CI/CD reference for Megatron-LM.
Template for creating new Agent Skills for context engineering.
Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.
Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applica…
Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features.
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), an…
Generates publication-quality figures for ML papers from research context.
Agent management expert.
> Remove or quiet a community skill after install.
> for evaluating whether the skill fits the user's team and workflow, and whether it duplicates something already installed) This QA check r…
Bump the Plano version across all required files.
> All pods run in namespace crs.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
Enforces authenticated gh CLI workflows over unauthenticated curl/WebFetch patterns.
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production.
Guides through Trail of Bits' 5-step secure development workflow.
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and…
Token integration and implementation analyzer based on Trail of Bits' token integration checklist.
Builds and queries multi-language source code graphs for security analysis.
Amazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl.
Meta Ads deep analysis covering Facebook, Instagram, and Threads advertising in the Andromeda + GEM + Lattice era.
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `androi…
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
当用户对已有前任 Skill 说以下内容时,进入进化模式: 当用户说 /list-exes 时列出所有已生成的前任。
Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing.
Turn raw PM content into a compliant, publish-ready skill.
Generate viral 9:16 YouTube Shorts (or TikTok/Reels clips) from a long-form YouTube URL or local video.
>-
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review Comprehensive, methodical auditing t…
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox DETECT PLATFORM FIRST.
Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs Trace every codepath in a diff, map ea…
Post-ship doc sync across project markdown.
Run a full build-and-ship pipeline from a spec — use for hands-off project generation DO NOT call Skill() again.
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done This generated Codex skill preserves an enforced…
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert Safely rollback to a previous checkpoint wh…
Package and finalize completed work for delivery — use when a feature is done and ready to ship Finalize and deliver completed work with Mul…
How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add ne…
Analytics your AI agent can actually use.
Create Excalidraw diagrams from text content with multiple output formats.
Create UML diagrams using PlantUML syntax.
In-depth guide to Factory, a container-based dependency injection system for Swift and SwiftUI.
Automate the full hoverfly release process — version bump, GitHub release, wait for CI, trigger Homebrew update.
Guides through the complete Vorta release process - version bump, translations, git tag, GitHub release, PyPi, and macOS builds.
Provides AI and machine learning techniques for CTF challenges.
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/D…
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows.
Release skills to ClawhHub through the full publication pipeline — auto-scaffolding, OPSEC scan, dual review (agent + user), force-push rele…
| 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。
>- Generate a CHANGELOG.md entry for a release.
>- Run isolated E2E tests in devcontainer.
>- End-to-end release workflow for skillshare.
Evaluate Agent Skill design quality against official specifications and best practices.
Optimizes AI skills for activation, clarity, and cross-model reliability.
Use when the user asks about WordPress codebases (plugins, themes, block themes, Gutenberg blocks, WP core checkouts) and you need to quickl…
Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), fil…
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
Prepare a psd-tools release: update changelog, open release PR.
| Use when the user wants to cherry-pick a PR to a release branch.
Emulated Slack API for local development and testing.
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
Develops iOS/macOS apps with XcodeGen, SwiftUI, and SPM, including Apple Developer signing, notarization, and CI/CD pipelines.
A phase-based playbook for shipping pull requests that maintainers actually want to merge.
> One-command installer, troubleshooter, and personalization layer for the official Tencent IMA skill.
>- Run a comprehensive, evidence-based health check of this Claude Code skills marketplace repo using a parallel fan-out Dynamic Workflow.
Transcribe audio with StepFun's stepaudio-2.5-asr (released 2026-04, verified 2026-04-23).
Generate Chinese / Japanese speech with stepaudio-2.5-tts (released 2026-04, verified 2026-04-23).
> Failure patterns from real deployments.
Configure Akka.NET with .NET Aspire for local development and production deployments.
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation witho…
Managing local .NET tools with dotnet-tools.json for consistent tooling across development environments and CI/CD pipelines.
Modern .NET project structure including .slnx solution format, Directory.Build.props, central package management, SourceLink, version manage…
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace.
Use when building or maintaining a personal LLM-powered knowledge base.
Use when implementing ANY Apple Intelligence or on-device AI feature.
Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check.
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, or pre-release GRDB scan.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Use when app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or bui…
Use when connecting to Xcode via MCP, using xcrun mcpbridge, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunTests, RenderPr…
Branch, commit the code, push it, and make a PR When the code is done and is not building on existing commits:
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
Writes an implementation plan with small steps, exact files to touch, and verification commands.
| Step | Subagent 类型 | 职责 | 产物 | 主 agent 行为边界 | |------|--------------|------|------|------------------| | P2A | ResearchSynth | 联网检索 + 素材整理…
| Search a global skill library, download with one command, create from repos/docs/logs, evaluate quality, and analyze relationships.
Universal consolidation & audit skill for Claude Code skills.
Use when creating Nuxt modules: (1) Published npm modules (@nuxtjs/, nuxt-), (2) Local project modules (modules/ directory), (3) Runtime ext…
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns,…
Manage Kurtosis cluster settings.
Search for and install Agent Skills that give you specialized capabilities.
Author SKILL.md skills: frontmatter, validator limits, structure.
Autonomous skill lifecycle manager.
Manage Lean toolchain and Mathlib versions with backup, upgrade, and rollback support Direct execution skill for managing Lean toolchain and…
Research blockers and spawn new tasks to overcome them, updating parent task dependencies Thin wrapper that delegates blocker analysis to sp…
Create and push semantic version tags for CI/CD deployment.
Weekly ranking of which skills are most popular across CONFIGURED Aeon forks (excludes untouched templates) <!-- autoresearch: variation B —…
Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking.
>- Refactor pattern for SKILL.md files where the body is the only thing the agent ever reads.
Repo-aware recommendation manager for ctx.
Create a pull request following WooCommerce iOS conventions git branch --show-current git log trunk..HEAD --oneline git diff trunk...HEAD --…
Analyze skill effectiveness across sessions.
Mark expedition as blocked with reason and optional unblock agent Mark an expedition as blocked with a clear reason so other agents know why…
Deploy workflow for Vercel and Supabase Edge Functions npx vercel --yes npx vercel --prod --yes supabase functions deploy [name] --project-r…
Start local development environment with backend and macOS app Start the backend server and macOS app for local development.
date: {當前時間,格式: 2022-01-01T00:00:00+08:00} author: davidlei categories: ["{category}"]
Reports on the newest news on a specific topic.
You are a Stock Investment Research Executor responsible for conducting comprehensive, multi-phase investment due diligence using a structur…
Evaluate Agent Skill design quality against official specifications and best practices.
Add GitHub skill repos to the ASM index: clone, audit, eval, regenerate index, rebuild catalog, open PR.
ALWAYS use when writing code importing \"sqlite-vec\".
| Turn every hard-earned lesson into a reusable improvement.
> from rclpy.node import Node from rclpy.qos import QoSProfile, ReliabilityPolicy, HistoryPolicy from std_msgs.msg import String class Perce…
Help users discover available skills and help Claudia pick the right one when a request is ambiguous.
Create and register new OpenCode skills in this repo name: git-release description: Create consistent releases and changelogs compatibility:…
Always and Automatically improve skills after each use by capturing learnings and anti-patterns After ANY skill is used, this meta-skill tri…
Product research for dropshipping businesses.
Updates model references across all skill files when new Claude models are released.
>- Generate a CHANGELOG.md entry for a release.
>- Run isolated E2E tests in devcontainer.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
Tracks skill usage patterns, edit frequency, and success rates to suggest improvements and optimizations.
Convert CAD/BIM files to structured data.
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comp…
Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets manageme…
Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottl…
Manage contacts, companies, deals, and pipeline with crm.cli — a headless CLI-first CRM backed by SQLite with a virtual filesystem interface…
BoltzGen is an all-atom diffusion model that generates antibody, nanobody, and de novo miniprotein backbones conditioned on a target structu…
Instead, it answers four questions before any GPU compute is committed: This skill encodes the canonical decision tree, the modality → tool…
| 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。
Comprehensive Terraform Infrastructure as Code skill covering resources, modules, state management, workspaces, providers, and advanced patt…
Give your OpenClaw agent a homelab.
Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, m…
IT Manager Pro (Elite Leadership Advisor) workflow skill.
You are a malware analysis expert and you are able to understand malware for any kind of platform including, Windows, MacOS, Linux or androi…
Post, reply, like, and engage on Clawk — Twitter for AI agents.
Comprehensive DAG failure diagnosis and root cause analysis.
Lightweight voice MCP server with local Moonshine STT + Kokoro TTS Vox is a lightweight voice MCP server (~1,500 lines of Rust) providing lo…
Expert business planning consultant for creating comprehensive, investor-ready business plans from scratch or refining existing plans.
ERNE — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents You are executing the /erne-deploy comman…
~/Documents/{书名}/ │ ├── project_info.md # 项目元信息 │ ├── worldbuilding.md # 世界观设定 │ ├── characters.md # 人物小传 │ └── volume_outline.md # 卷纲
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
Expert-level hotel management, reservation systems, guest services, revenue management, and hospitality technology Expert guidance for hotel…
Advanced Git operations automation including intelligent branching, commit optimization, release workflows, and repository health management…
<!-- AUTO-GENERATED-RESOURCE-MAP:START --> │ ├── backend-advanced/ │ │ ├── phases/ │ │ │ ├── 01-permission-control.md │ │ │ ├── 03-transacti…
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
Create comprehensive technical documentation, API docs, and inline code comments.
Enforce coding standards, style guides, and architectural patterns across projects.
Working with Microsoft Access databases exported via VCS (Version Control System for Access).
Rollback to any checkpoint safely with state preservation Output this banner as the first thing on every invocation — before questions, work…
| This skill enables Claude Code to work effectively with Lovable.dev projects while respecting Lovable's deployment requirements.
Merge new upstream releases of nushell and reedline into Shannon Shannon tracks nushell and reedline as git subtrees under nushell/ and feat…
Universal validation and knowledge capture.
Use when encountering compilation errors, runtime crashes, memory leaks, UI issues, or threading problems in Qt C++ projects.
Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment.
> Windows: C:\Users\<用户名>\Zotero\zotero.sqlite macOS: ~/Zotero/zotero.sqlite Linux: ~/Zotero/zotero.sqlite 配置文件: %APPDATA%\Zotero\Zotero\Pro…
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data ma…
Draft app titles, descriptions, changelogs, and keyword sets for app-store releases.
Estimate scaling risks, bottlenecks, and saturation points before traffic spikes or launches.
Organize raw commits, merged changes, and unreleased notes into structured versioned changelog entries.
Gather code, config, docs, and operational proof points for audits and internal compliance reviews.
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Classify support requests, ask the right follow-up questions, choose the correct troubleshooting path, and draft responses in the desired su…
Plan safe dependency upgrades by identifying version jumps, breaking changes, migration steps, and validation needs.
Docker 多服务部署最佳实践 - 生产级 Dockerfile 和 Docker Compose 架构指南。
Improve Dockerfiles for image size, caching, security, reproducibility, and multi-stage build hygiene.
Turn implementation details into practical documentation such as README updates, setup guides, architecture notes, runbooks, changelogs, and…
Design staged feature-flag rollouts, guardrails, monitoring, and rollback logic for risky product changes.
Convert Figma designs to pixel-perfect, responsive code.
Draft concise investor, advisor, or team updates from raw notes, metrics, and milestones.
Validate power, buses, firmware, interfaces, and low-level sanity checks during hardware bringup.
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
Map papers by topic, method, findings, gaps, and trends.
Plan and carry out technical migrations such as dependency upgrades, framework changes, runtime version bumps, routing changes, schema moves…
Validate mobile release readiness by checking build artifacts, versioning, store requirements, crash risk, config, and pre-ship blockers.
Use this skill whenever a user asks for OSINT dorks, Google dorks, GHDB queries, Shodan filters, GitHub code search dorks, search operators,…
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or oper…
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without p…
Audit and score an agent-definition markdown such as `AGENTS.md`, `CLAUDE.md`, `SKILL.md`, `SOUL.md`, `.cursorrules`, or a system prompt usi…
Write a professional Software Design Document (SDD) for an AI agent or AI-powered product before writing code.
Comprehensive AI agent building skill merging Perplexity Computer's skill creation, webserver, and automation capabilities with Claude Code'…
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…
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
DevOps expertise for deployment, CI/CD, infrastructure, and automation To build and maintain the infrastructure, automation, and tooling tha…
Atomic git workflow - validates, commits, pushes, creates PR, and verifies CI with zero-warnings policy.
Bootstrap a new host application on top of the published atrium base image, or retrofit an existing FastAPI / SQLAlchemy / React app onto at…
Scaffold a new FastAPI microservice from zero with ab0t-auth already integrated.
> Use when this capability is needed.
Expert knowledge for Azure Database Migration service development including troubleshooting, decision making, limits & quotas, security, int…
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design…
Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & de…
Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patter…
Expert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & desig…
Expert knowledge for SQL Server on Azure Virtual Machines development including troubleshooting, best practices, decision making, architectu…
Refresh bQuery AI guidance and release metadata.
Direct GraphQL API integration with Bunny — the subscription billing and management platform.
Audit a repository after large refactors, branch merges, or parallel agent threads for contradictions between implementation, docs, configs,…
Set up CI/CD pipelines - use when working on related tasks Use when this capability is needed.
Automates CI/CD pipeline setup.
Scaffold/audit GitHub Actions CI/CD — Go/Rust/TS.
CI/CD patterns for mobile - GitHub Actions workflows for Android/iOS, Fastlane integration, code signing, artifact publishing, and automated…
Design and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and envir…
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
GitHub Actions security hardening, CI/CD pipeline integrity, release security, and SSDF alignment Use when this capability is needed.
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)。
Manage apps on a Cloudron server using the cloudron CLI.
Cockpit CMS is a lightweight headless content platform for teams that want flexible models, REST and GraphQL APIs, and self-hosted deploymen…
Build Codex-native workflows for open-source maintenance.
> Use when this capability is needed.
Use whenever the user is authoring or modifying Kubernetes configuration stored in ConfigHub, or is about to reach for Helm, Kustomize, Json…
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Normalize FFT_nano to Docker-first runtime defaults.
Keeps examples/integrations/* demos aligned to the north-star (langgraph-python).
You are a specialized dashboard designer with expertise in data visualization, real-time interfaces, and business intelligence displays.
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server.
> Use when this capability is needed.
Debug nano-core agent runtime issues (Docker default, host opt-in).
Deploy Grokky — start Docker, ensure grok_spawner, build images, publish package Use when this capability is needed.
| Use when this capability is needed.
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desk…
Django + FastAPI development.
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deploym…
Run and triage Django/DRF security smoke checks for settings hardening, throttling, safe HTML, ORM race/idempotency patterns, and model inte…
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before rele…
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:20…
Use the upstream install or setup path that matches your environment: Use when this capability is needed.
Runs systematic health diagnostics on Docker containers using docker inspect, docker stats, and the Docker Engine API.
Inspects Docker container health using the Docker Engine API v1.45 /containers/{id}/json and /containers/{id}/stats endpoints.
Start and verify the local Docker CDC lab (dvdrental), run the PostgreSQL load generators, reset Databricks tables, trigger Databricks noteb…
Manage Docker containers, images, volumes, and networks.
</applicability> 文档在docs目录下,根据文档类型进行分类存放,如docs/tasks等。
Records decisions and documentation.
Use when reviewing documentation quality, when establishing README and changelog standards, when preventing doc rot, when in-code comments d…
Dokku is a self-hosted Platform-as-a-Service built on Docker that provides Heroku-like git-push deployment on your own infrastructure.
Complete DreamHost website management via SFTP/SSH for React JS deployments, multi-site routing, file operations, and content management.
Use when adding Auth0 token validation to Express or Node.js APIs - integrates express-oauth2-jwt-bearer SDK to protect Node.js API endpoint…
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production r…
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
Drive the FFT_demo_dash holodeck system — scene triggers, agent commentary, canvas presets, and live weather mirroring — to produce impactfu…
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and T…
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.…
Use when the user asks to run Gemini CLI, Google Gemini for code tasks, or references Gemini for analysis, code generation, or automated edi…
Execute Google Gemini CLI prompts in non-interactive mode and return structured results.
Use when working with a skill for managing and maintaining a project-wide `.gemini/GEMINI.md` repository manifest.
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 is an open-source SAST tool for detecting hardcoded secrets like passwords, API keys, and tokens in Git repositories, files, and di…
| Use when this capability is needed.
> Use when this capability is needed.
Operate the homelab platform — start/stop services, backups, updates, disaster-recovery, and Docker management.
This skill helps you publish and manage research papers on the Hugging Face Hub, enabling seamless integration with models, datasets, and re…
Configure AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring including baseline creation, Use when this capabilit…
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control Use when this capability…
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…
Operate JellyCore services in Docker Compose with a safe runbook: start, stop, restart, health-check, inspect logs, and collect diagnostics.
K9s is a terminal-based UI for managing Kubernetes clusters, providing real-time observation of resources, log tailing, pod shell access, an…
Build, test, analyze, or start Docker for a Kotlin project Use when this capability is needed.
Kubernetes - use when working on related tasks Use when this capability is needed.
This skill covers hardening managed Kubernetes clusters on EKS, AKS, and GKE by implementing Pod Security Standards, network policies, workl…
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encrypt…
Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in Cr…
Specialist in Kubernetes cost allocation, namespace and label-based chargeback, and cluster-level optimization.
Auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard permissions, dangerous ClusterRoleBindings, se…
Audit Kubernetes cluster security posture against CIS benchmarks using kube-bench with automated checks for control plane, worker nodes, and…
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations, privilege escalation risks, and…
Pod Security Standards (PSS) define three levels of security policies -- Privileged, Baseline, and Restricted -- enforced by the Pod Securit…
Kubernetes cluster management skill.
> Use when this capability is needed.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control traffic flow between pod…
Implement Kubernetes network segmentation using Calico NetworkPolicy and GlobalNetworkPolicy for zero-trust pod-to-pod communication.
Use this skill whenever a user wants to onboard, deploy, install, or operate kubernetes-ontology;
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state.
Pods, deployments, services, ingress, RBAC, autoscaling, and production cluster best practices Use when this capability is needed.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet,…
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
Kubernetes and Helm standards for manifests, charts, values files, RBAC, workloads, networking, policy, validation, or deployment review.
Expert Kubernetes Specialist with deep expertise in container orchestration, cluster management, and cloud-native applications.
Use when the user asks to "upgrade Kubernetes", "upgrade k8s", "update Kubernetes version", "bump Kubernetes version", mentions a target ver…
Tunes container resource requests/limits AND node-level autoscaling (Karpenter, Cluster Autoscaler) for the right balance of cost, schedulin…
Use when productionising or deploying a LangChain / LangGraph / DeepAgents agent.
Use when creating a new LangChain / LangGraph / DeepAgents project from scratch.
Use when starting work on any LangChain / LangGraph / DeepAgents project.
LazyDocker is a terminal UI for Docker and Docker Compose that provides container management, log viewing, resource monitoring, and image in…
Start the local Docker Compose stack (backend + frontend) for development.
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",…
> Use when this capability is needed.
Authoritative reference for building MCP (Model Context Protocol) servers in Go using the official Anthropic+Google SDK.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batc…
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;
Build Next.js 16+ applications with App Router, server components, caching strategies, and production deployment patterns Use when this capa…
>- Use when this capability is needed.
Use when helping someone use okdev to initialize, start, inspect, connect to, sync with, troubleshoot, or tear down Kubernetes dev sessions,…
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Manage the local Docker Compose development environment for Rails applications.
Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web appl…
Propose a code patch for a finding.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability…
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:20…
Initialize a brand-new project from scratch with a default full-stack scaffold (Rust core + React Router 7 portal + Docker + Kubernetes).
Scaffold a polyglot library project as TypeScript + Python twin packages under `packages/ts/` + `packages/py/`, with a shared `SPEC.md`, cro…
Runs the full release workflow for the current project.
Guides initial CockroachDB cluster provisioning and production deployment.
> Use when this capability is needed.
Deploy a Python project to the target environment.
Prepare Python projects with professional structure, documentation, and tooling.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow…
React Native mobile testing, performance, and release hardening for this repo.
Locate root causes of failing regression tests by analyzing code changes, error messages, and test dependencies.
> Use when this capability is needed.
Validates a Clawperator release candidate, creates and pushes an annotated git tag for a specific version and commit, inspects the resulting…
Keep repository documentation, AGENTS.md, and contributor/test guidance aligned with code, design, and product changes.
Use when publishing or updating the ResearchBuddy Homebrew tap.
Rust com clippy warnings-as-errors, sem unwrap fora de testes Use when this capability is needed.
| Use when this capability is needed.
One-file-at-a-time Rust quality pass for Citum, using jcodemunch to target the highest-value cleanup.
>- Use when this capability is needed.
>- Use when this capability is needed.
Test, analyze, or start Docker for the server project Use when this capability is needed.
Start Docker Compose services for local development and testing.
| Use when this capability is needed.
Ship current branch — CI, SonarCloud, code review, security review, fix all issues, merge.
This skill provides comprehensive Shopify store management capabilities through the Shopify Admin GraphQL API.
> Use when this capability is needed.
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs…
| Use when this capability is needed.
Build SQL database integrations with SQLModel for FastAPI projects.
Complete Telegram bot creation for AI agents and pipelines.
Terraform IaC - use when working on related tasks Use when this capability is needed.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
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。
State management, modules, workspaces, remote backends, and multi-environment strategies Use when this capability is needed.
Basic usage or getting-started notes: Use when this capability is needed.
> Use when this capability is needed.
Terraform IaC management skill.
**UTILITY SKILL** — Reusable Azure Terraform patterns: hub-spoke, private endpoints, diagnostics, AVM-TF modules.
Terraform and OpenTofu standards for .tf, .tfvars, .tofu, modules, providers, state, plans, policy checks, and IaC review.
Use this skill when authoring or running a Terraform plan/apply, refactoring modules, performing state surgery, importing existing cloud res…
**WORKFLOW SKILL** — Discover existing Azure resources and bulk import them into Terraform management.
**WORKFLOW SKILL** — Write and run Terraform tests (.tftest.hcl).
>- 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…
>- 适用于 TokenKey fork of sub2api。Lightsail Edge 与 EC2 Edge 并行(不是替代)。
>- 适用于通过 deploy-edge-lightsail-stage0.yml 部署的 Lightsail Edge(与 EC2 EIP 路径不通用)。
Use this skill when the user asks to "verify my deployment", "check if everything is working", "test my deployment", "check if my services a…
|- Use when this capability is needed.
Plan and execute large multi-step, multi-stack changes with contract-first waves, parallel worker ownership, user approval gates, ordered in…
You are a professional web designer and developer who creates complete, production-ready websites from concept to deployment.
Set up Wren Engine MCP server via Docker and register it with an AI agent.