Feature 代码排查
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
金丝雀、蓝绿、回滚 · 444 个 Skill
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
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.
Full-stack diagnostic for agent and LLM applications.
A skill to find the lowest Dart and Flutter release containing a given commit.
| 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.
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 management specialist.
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 model development, training, and deployment" version: "1.0.0" makes outbound network calls; runs on Python.
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 deployment specialist.
Agent skill for ops-cicd-github - invoke with $agent-ops-cicd-github name: "cicd-engineer" description: "Specialized agent for GitHub Actions CI/CD pipeline creation and optimization" version: "1.0.0" requires GitHub API key; runs on Node.js.
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 that explores unknown territories, gathers intelligence, and reports findings to the hive mind through continuous memory updates You are a Scout Explorer, the eyes and sensors of the hive mind.
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 distributed systems integration.
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.
Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before/after fixes.
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 codebase.
你正处于一个高绩效文化的团队中。
Ansible automation expert for playbooks, roles, inventories, and infrastructure management You are a seasoned infrastructure automation engineer with deep expertise in Ansible.
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 applications.
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), and implements Storefront API integrations for headless storefronts.
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 runs automatically as part of /legal-builder-hub:skill-installer.
Bump the Plano version across all required files.
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference.
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 `android` command-line tool.
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/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization.
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。
>- 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 a test fails and you need to diagnose the root cause.
Use when the user asks about WordPress codebases (plugins, themes, block themes, Gutenberg blocks, WP core checkouts) and you need to quickly classify the repo and route to the correct workflow/skill (blocks, theme.json, REST API, WP-CLI, performance, security, testing, release packaging).
Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), file naming conventions, and handoff integrity.
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.
Use when building or maintaining a personal LLM-powered knowledge base.
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.
专业 PPT 演示文稿全流程 AI 生成助手。
| Search a global skill library, download with one command, create from repos/docs/logs, evaluate quality, and analyze relationships.
Run performance benchmarks.
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 extensions (components, composables, plugins), (4) Server extensions (API routes, middleware), (5) Releasing/publishing modules to npm, (6) Setting up CI/CD workflows for modules.
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
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 Mathlib versions.
Research blockers and spawn new tasks to overcome them, updating parent task dependencies Thin wrapper that delegates blocker analysis to spawn-agent subagent, then handles all state management in postflight: creates new task entries, establishes parent-child relationships, and updates dependencies.
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 --stat
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 and who can help.
Deploy workflow for Vercel and Supabase Edge Functions npx vercel --yes npx vercel --prod --yes supabase functions deploy [name] --project-ref [ref] supabase functions deploy --project-ref [ref]
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.
股票投资调研执行引擎,执行8阶段投资尽调流程。
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 PerceptionNode(Node): def init(self):; runs on Node.js.
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: opencode
Always and Automatically improve skills after each use by capturing learnings and anti-patterns After ANY skill is used, this meta-skill triggers to: After using a skill, note: Ask these questions: | Category | Where to Add | Example | | ----------------- | -------------------------- | ---------------------------- | makes outbound network calls.
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 comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases This skill ensures comprehensive, complete implementation of complex tasks without shortcuts.
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 bottlenecks, critical failure points, and redesign opportunities.
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 structure and a set of binding (hotspot) residues.
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。
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 android.
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 local text-to-speech (Kokoro) and speech-to-text (Moonshine Base) via the MCP protocol.
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…
小说创作引擎(v3.0)。
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 management, reservation systems, property management systems (PMS), guest services, revenue management, and hospitality technology solutions.
Advanced Git operations automation including intelligent branching, commit optimization, release workflows, and repository health management…
使用 RuoYi-Vue 框架(SpringBoot + Spring Security + MyBatis + JWT + Vue)时应该使用此技能。
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
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 features and fixes.
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 management scripts, and real-time integration patterns for building backend services with PocketBase.
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 support tone.
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 - 遵循生产级 Dockerfile 和 Docker Compose 架构原则。
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 internal reference docs.
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, or package reorganizations.
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, or exposed asset discovery.
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or operational risk.
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 pushing to GitHub.
Audit and score an agent-definition markdown such as `AGENTS.md`, `CLAUDE.md`, `SKILL.md`, `SOUL.md`, `.cursorrules`, or a system prompt using a cold-reader rubric for clarity, consistency, context independence, and operating-model fit.
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's agent orchestration, MCP server building, RAG system construction, subagent coordination, parallel agent dispatching, prompt optimization, and execution planning.
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 without static seed nodes.
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 -->
Ask which skill or flow fits your situation.
DevOps expertise for deployment, CI/CD, infrastructure, and automation To build and maintain the infrastructure, automation, and tooling that enables the development team to ship high-quality software efficiently and reliably.
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 atrium.
Scaffold a new FastAPI microservice from zero with ab0t-auth already integrated.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text 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, a ValueObservation that stopped updating, or pre-release GRDB scan.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
> Use when this capability is needed.
Expert knowledge for Azure Database Migration service development including troubleshooting, decision making, limits & quotas, security, integrations & coding patterns, and deployment.
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for SQL Server on Azure Virtual Machines development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Create professional SVG diagrams across multiple diagram types.
Refresh bQuery AI guidance and release metadata.
Fast headless browser for QA testing and site dogfooding.
Direct GraphQL API integration with Bunny — the subscription billing and management platform.
Post-deploy canary monitoring.
Audit a repository after large refactors, branch merges, or parallel agent threads for contradictions between implementation, docs, configs, tests, examples, comments, README guidance, and control files.
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 release.
Design and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and environment management.
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.
仓库上下文(如:repo_name/branch/commit_hash/环境变量名) Use when this capability is needed.
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 deployment without a heavy stack.
>- Supported languages: Python, JavaScript/TypeScript, Go, Java/Kotlin, C/C++, C#, Ruby, Swift.
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, Jsonnet, cdk8s, or a values file.
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.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desktop accessibility, or general software engineering task.
Develops iOS/macOS apps with XcodeGen, SwiftUI, and SPM, including Apple Developer signing, notarization, and CI/CD pipelines.
Live developer experience audit.
Django + FastAPI development.
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
Run and triage Django/DRF security smoke checks for settings hardening, throttling, safe HTML, ORM race/idempotency patterns, and model integrity; especially useful before shipping or when evaluating djangoSecurityHunter-style findings.
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
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 notebook jobs through databricks.sdk, and check whether Bronze/Silver notebooks completed successfully.
Manage Docker containers, images, volumes, and networks.
Generate missing documentation from scratch for a feature, module, or entire project.
Post-ship documentation update.
</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 duplicate code instead of explaining intent, or when subdirectories of a repo have no documentation entry point.
>- Thin incremental layer over minimax-skills:minimax-docx.
Dokku is a self-hosted Platform-as-a-Service built on Docker that provides Heroku-like git-push deployment on your own infrastructure.
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 management with RELEASE_NOTES.md, and SDK pinning with global.json.
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 endpoints with JWT Bearer authentication, scope-based RBAC, claim validation, and optional DPoP support
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production readiness.
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 Telegram-first deployment patterns.
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...", or express interest in extending capabilities.
当用户需要在中国环境部署 Flutter 项目、配置国内镜像加速或解决依赖下载问题时使用。
>- Audit the interface the user can actually see.
Use when the user asks to run Gemini CLI, Google Gemini for code tasks, or references Gemini for analysis, code generation, or automated editing | Model | When to Use | |-------|-------------| | gemini-3-flash-preview | DEFAULT - Use for most tasks.
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.
Enforces authenticated gh CLI workflows over unauthenticated curl/WebFetch patterns.
A phase-based playbook for shipping pull requests that maintainers actually want to merge.
在用户提及 GitHub 仓库、Issue、Pull Request、Actions、代码管理相关内容与操作时使用此技能。
Gitleaks is an open-source SAST tool for detecting hardcoded secrets like passwords, API keys, and tokens in Git repositories, files, and directories.
| Use when this capability is needed.
> Use when this capability is needed.
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
Router for the gstack skill suite.
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 whether to expand or reduce the plan.
Weekly engineering retrospective.
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 reproducible research.
> One-command installer, troubleshooter, and personalization layer for the official Tencent IMA skill.
Implement a specification in code.
Configure AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring including baseline creation, Use when this capability is needed.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control Use when this capability is needed.
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…
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use.
Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app.
Autonomous iOS bug fixer.
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, and cluster navigation.
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, workload identity, RBAC scoping, image admission controls, and runtime security monitoring.
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encryption, and network isolation.
Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in CrashLoopBackOff.
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, service account abuse, and privilege escalation paths using kubectl, rbac-tool, KubiScan, and Kubeaudit.
Audit Kubernetes cluster security posture against CIS benchmarks using kube-bench with automated checks for control plane, worker nodes, and RBAC.
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations, privilege escalation risks, and deviations from security best practices.
Pod Security Standards (PSS) define three levels of security policies -- Privileged, Baseline, and Restricted -- enforced by the Pod Security Admission (PSA) controller built into Kubernetes 1.25+.
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 pods, namespaces, and external endpoints.
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; set up its Helm chart, release CLI, daemon, or topology viewer; run Kubernetes topology queries; diagnose Pod or Workload failures with AI-agent workflows; or connect human visual troubleshooting to the CLI and HTTP API.
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, etcd, pods, RBAC, network policies, and secrets.
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 version like "upgrade to 1.35.1", or when Renovate updates kubernetesVersion in talconfig.yaml.
Tunes container resource requests/limits AND node-level autoscaling (Karpenter, Cluster Autoscaler) for the right balance of cost, scheduling latency, and pod stability.
Land and deploy workflow.
Read-only queue dashboard for workspace-aware ship.
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 inspection through a keyboard-driven interface.
Start the local Docker Compose stack (backend + frontend) for development.
>- Run a comprehensive, evidence-based health check of this Claude Code skills marketplace repo using a parallel fan-out Dynamic Workflow.
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace.
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", "expose tools to Claude", "develop MCP tools", "implement MCP resources", or discusses building something with the Model Context Protocol.
> 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, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model fine-tuning (SFT/DPO/RFT).
使用 newsbox CLI 与 Python SDK 采集 AI 内容信源、读取 raw.db、二次加工成日报/摘要/筛选结果。
Build Next.js 16+ applications with App Router, server components, caching strategies, and production deployment patterns Use when this capability is needed.
>- 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, including manifest-backed and PyTorchJob workloads.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
This skill should be used when the user asks to "open source this project", "prepare this repository for public release", "make this repo public", "check open-source readiness", "choose a license for this project", or "set up release automation" ahead of a public launch.
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 application security.
Propose a code patch for a finding.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability is needed.
>- Two related pipelines, same destination look, different starting point: phone photos of paper documents, or a digital document that needs a synthetic signature before it looks signed.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
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`, cross-language `tests/parity/fixtures.json`, side-by-side `examples/sdk/` + `examples/api/` documentation, per-package `Makefile`, and a root orchestrator that exposes `make ci`.
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.
Systematically QA test a web application and fix bugs found.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow behavior.
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 GitHub Actions release workflows, and prepares the follow-up published-version docs update.
Universal release workflow supporting any project type with multi-language changelog.
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.
Weekly engineering retrospective.
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.
Guides through Trail of Bits' 5-step secure development workflow.
Creates language variants of existing Semgrep rules.
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.
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.
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.
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing.
Turn vague intent into a precise, executable spec in five phases.
Sprint Flow Skill | 原则 | 说明 | |------|------| | 单一入口 | 用户只需调用 /sprint-flow,自动串联全流程 | | 自动流水线 | 类似 autoplan,自动执行多个阶段 | | 关键节点暂停 | APPROVED 确认…
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
| Use when this capability is needed.
Build SQL database integrations with SQLModel for FastAPI projects.
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).
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 -->
Terraform CLI 安装与初始化技能。
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.
> Failure patterns from real deployments.
**WORKFLOW SKILL** — Write and run Terraform tests (.tftest.hcl).
Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
Token integration and implementation analyzer based on Trail of Bits' token integration checklist.
>- 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 of bash commands.
>- 适用于 TokenKey fork of sub2api。
>- 适用于通过 deploy-edge-lightsail-stage0.yml 部署的 Lightsail Edge(与 EC2 EIP 路径不通用)。
Builds and queries multi-language source and binary code graphs for security analysis.
Runs a Trailmark structural review gate over a branch, pull request, fix commit, release diff, or git ref range to detect new entrypoints, new tainted paths, removed validation or authorization calls, privilege-boundary drift, blast-radius growth, complexity growth, and newly reachable sensitive sinks.
Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared callers and callees, common sensitive sinks, common entrypoint paths, interface implementations, override relationships, type/reference neighbors, and structurally similar nodes.
>- Diagnose and fix conflicts when Tailscale coexists with proxy/VPN tools on macOS, with specific guidance for SSH access to WSL instances.
Use this skill when the user asks to "verify my deployment", "check if everything is working", "test my deployment", "check if my services are up", "run health checks", or when invoked by deploy-project as the final step after CI/CD setup.
|- 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 integration, and final verification/docs updates using Claude Code Agent subagents.
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.
Use when creating new skills, editing existing skills, or verifying skills work before deployment You write test cases (pressure scenarios with subagents), watch them fail (baseline behavior), write the skill (documentation), watch tests pass (agents comply), and refactor (close loopholes).