building
Use when building knowhere from source, configuring build options (CPU/GPU/DISKANN/ASAN), or troubleshooting compilation errors
configuring-agent-brain
Installation and configuration skill for Agent Brain document search system. Use when asked to "install agent brain", "setup agent brain", "configure agent brain", "setting up document search", "installing agent-brain packages", "configuring API keys", "initializing project for search", "troubleshooting agent brain", "pip install agent-brain", "agent brain not working", "agent brain setup error", "configure embeddings provider", "setup ollama for agent brain", or "agent brain environment variables". Covers package installation, provider configuration, project initialization, and server management.
argocd-helm
ArgoCD and Helm expert skill. Use when deploying applications with ArgoCD, creating or reviewing Helm charts, designing GitOps workflows, managing ApplicationSets, multi-cluster deployments, progressive delivery with Argo Rollouts, troubleshooting sync issues, secrets management (SOPS, External Secrets Operator), and Kubernetes manifest management. Covers ArgoCD 3.x and Helm 3.x best practices.
lucas-runbook
Lucas runbook-driven troubleshooting for Kubernetes issues. Use when investigating pod errors, crashes, restarts, or any Kubernetes problem. Automatically search runbooks before taking action.
sinch-authentication
Configures Sinch API credentials and authentication. Use when setting up OAuth2, Basic auth, application signing, API keys, or SDK credentials for any Sinch product including Conversation API, Voice, Verification, Numbers, Fax, and Mailgun. Also use when troubleshooting 401 Unauthorized, 403 Forbidden, invalid signature, or credential errors against any Sinch API.
vinkius-deploy
How to deploy MCP servers to Vinkius Edge using `vurb deploy`. Use this skill whenever deploying, configuring remote settings, preparing an entrypoint for edge deployment, or troubleshooting deploy-related errors. Activate when the user says "deploy", "publish to edge", "vurb deploy", "push to Vinkius", mentions .vurbrc, VURB_DEPLOY_TOKEN, or any edge deployment topic.
capture-usage4claude-screenshots
Automate Usage4Claude interface screenshots with CleanShot X on macOS. Use when Codex needs to capture localized Usage4Claude menu-bar popover screenshots, switch Usage4Claude display/language settings, save files such as [email protected], or troubleshoot CleanShot/window-capture automation that depends on macOS Accessibility, osascript, CoreGraphics mouse movement, and the Usage4Claude Debug app.
aws-beanstalk-expert
Expert knowledge for deploying, managing, and troubleshooting AWS Elastic Beanstalk applications with production best practices
building-installers
Builds NixOS installer ISOs for hosts using the autoInstaller module. Use when creating installer USBs, adding new hosts to the installer system, or troubleshooting installer issues.
Io.Github.Vonage/Vonage Documentation Mcp
MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.
git-memento-workflow
Use git-memento to initialize repository-level AI provider settings, create commits that attach AI session transcripts as git notes, and sync notes to remote. Trigger this skill when users ask to create or troubleshoot memento commits, configure providers (Codex or Claude), verify note attachment, or share notes with team remotes.
cloud-agents-starter
Minimal starter runbook for cloud agents to install dependencies, run packages, execute tests, and troubleshoot the Scalar monorepo quickly.
flashcard
Create and edit flashcards for spaced repetition learning. Use when the user wants to create, modify, format, or troubleshoot flashcards in their notes.
magic-ui
Use this skill when users want to add, customize, or troubleshoot Magic UI components in React/Next.js projects. It covers component selection, shadcn registry installation (`@magicui/*`), integration patterns, and practical quality checks for accessibility and maintainability.
debugging-dbt-errors
Debugs and fixes dbt errors systematically. Use when working with dbt errors for: (1) Task mentions "fix", "error", "broken", "failing", "debug", "wrong", or "not working" (2) Compilation Error, Database Error, or test failures occur (3) Model produces incorrect output or unexpected results (4) Need to troubleshoot why a dbt command failed Reads full error, checks upstream first, runs dbt build (not just compile) to verify fix.
zustand-state-management
Build type-safe global state in React with Zustand. Supports TypeScript, persist middleware, devtools, slices pattern, and Next.js SSR with hydration handling. Prevents 6 documented errors. Use when setting up React state, migrating from Redux/Context, or troubleshooting hydration errors, TypeScript inference, infinite render loops, or persist race conditions.
debug-deploy
Debug GitHub Actions workflow failures and Terraform errors. Use when deployment failed, Terraform state lock, CI/CD pipeline errors, or troubleshooting deploy.yml.
Io.Github.Rhel Lightspeed/Linux Mcp Server
MCP server for read-only Linux system administration, diagnostics, and troubleshooting
agentic-data-science-competition
AI Agent-driven Kaggle competition workflow. Learn from real competition experience: score stabilization patterns, submission troubleshooting, kernel workflows, GPU task delegation, and the spec-driven development approach that achieved top leaderboard positions. Use when: working on any Kaggle competition, analyzing submission failures, setting up automated pipelines, or replicating top notebook solutions.
Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.
Generate SQL validation notebooks for dbt changes. Pass a GitHub PR URL or local dbt repo path.
build-plugin
Complete plugin development workflow: build, test, icon, troubleshoot, and setup. Use when the user wants to build a plugin, create a plugin, troubleshoot issues, add icons, or install/configure plugins. Triggers on: build plugin, create plugin, develop plugin, new plugin, plugin icon, troubleshoot, debug, setup plugin, install plugin.
agent-deck
Terminal session manager for AI coding agents. Use when user mentions "agent-deck", "session", "sub-agent", "MCP attach", "git worktree", or needs to (1) create/start/stop/restart/fork sessions, (2) attach/detach MCPs, (3) manage groups/profiles, (4) get session output, (5) configure agent-deck, (6) troubleshoot issues, (7) launch sub-agents, or (8) create/manage worktree sessions. Covers CLI commands, TUI shortcuts, config.toml options, and automation.
cuopt-debugging
Troubleshoot cuOpt LP/MILP problems including errors, wrong results, infeasible solutions, performance issues, and status codes. Use when the user says something isn't working, gets unexpected results, or needs help diagnosing issues.
dart-build
DART build system knowledge - CMake, pixi, dependencies, troubleshooting
agent-view
Diagnose Claude Code Agent View readiness safely inside the minmaxing harness. This route is static readiness and troubleshooting only; open the live Agent View TUI manually with claude agents.
training-hub-guide
Guides users through LLM post-training with Training Hub, including installation, algorithm selection (SFT, OSFT, LoRA), hyperparameter tuning, troubleshooting OOM errors, interpreting loss curves, and leveraging backend-specific features. Use when the user is working with training_hub, fine-tuning language models, asking about SFT/OSFT/LoRA training, or debugging GPU/CUDA training issues.
audio-hooks
Use whenever the user asks to install, configure, snooze, mute, test, troubleshoot, or change settings for the claude-code-audio-hooks audio notification system. Trigger phrases include "audio hooks", "audio notifications", "snooze audio", "mute claude", "claude is too loud", "test audio", "switch audio theme", "rate limit alerts", "audio webhook", "TTS", "focus flow", and the slash command /audio-hooks. Also use when diagnosing why Claude Code is silent (or noisy) for the user.
laravel-actions
Build, refactor, and troubleshoot Laravel Actions using lorisleiva/laravel-actions. Use when implementing reusable action classes (object/controller/job/listener/command), converting service classes/controllers/jobs into actions, orchestrating workflows via faked actions, or debugging action entrypoints and wiring.
configure-auto-enrich
Explain the auto-enrich plugin to the user and show them how it's currently configured + what they can change. Use ONLY when the user explicitly invokes `/auto-enrich:configure-auto-enrich` or asks to set up / configure / inspect / troubleshoot auto-enrich. Do NOT auto-trigger from generic mentions of GitHub, Jira, Sentry, or "context enrichment".
using-wt
Manages git worktree-based sandboxes with the wt CLI tool, both locally and on remote hosts over SSH. Use when the user wants to create, enter, run commands in, list, remove, or manage isolated worktree sandboxes, configure remote hosts, or troubleshoot wt issues.
n8n-architect
Use when the user explicitly wants to create, edit, validate, sync, or troubleshoot n8n workflows, asks about n8n nodes or automation, or wants to use the n8nac tool.
rr
Sync code and run commands on remote machines. Use when running tests, builds, or commands remotely, syncing files to hosts, setting up remote development, or troubleshooting rr configuration.
Io.Github.GoogleCloudPlatform/Gemini Cloud Assist Mcp
MCP Server for understanding, managing & troubleshooting your GCP environment.
mbc-debug
Debug and troubleshoot MBC CQRS Serverless applications. Use this when encountering errors, investigating issues, or optimizing performance in MBC CQRS Serverless projects.
use-railway
Operate Railway infrastructure: create projects, provision services and databases, manage object storage buckets, deploy code, configure environments and variables, manage domains, troubleshoot failures, check status and metrics, and query Railway docs. Use this skill whenever the user mentions Railway, deployments, services, environments, buckets, object storage, build failures, or infrastructure operations, even if they don't say "Railway" explicitly.
hardhat-deploy-migration
Comprehensive guide for migrating projects from hardhat-deploy v1 to v2, including dependency updates, configuration restructuring, deploy script conversion, test updates, and troubleshooting
fabric-data-agent
Create, configure, and manage Microsoft Fabric Data Agents that enable natural language Q&A over lakehouses, warehouses, Power BI semantic models, KQL databases, and ontologies. Use when asked to build data agents, configure NL2SQL/NL2DAX/NL2KQL experiences, write agent instructions, create example queries, automate data agent provisioning via REST API or PowerShell, integrate Fabric data agents with Azure AI Foundry, or troubleshoot data agent configuration issues.
Amazon EKS MCP Server
AI-powered Amazon EKS cluster management and troubleshooting
firestore-better-auth
Use Firestore as the database adapter for Better Auth (Firebase Admin SDK). Use when storing Better Auth users, sessions, accounts, and verification tokens in Firestore, migrating from Auth.js/NextAuth Firebase adapter to Better Auth, setting up Better Auth with a Firebase/Firestore backend, or troubleshooting Firestore index errors and FIREBASE_PRIVATE_KEY issues.
mcp-api-key-auth
This skill should be used when the user needs to set up, manage, or troubleshoot MCP API Key authentication and tool usage tracking for this stock data service. Use it when configuring external MCP clients (Claude Code, Cursor) to connect to the data service.
hcom-agent-messaging
Let AI agents message, watch, and spawn each other across terminals. Claude Code, Gemini CLI, Codex, OpenCode. Use this skill when the human user needs help, status, or reference about hcom - when user asks questions like "how to setup hcom", "hcom not working", "explain hcom", or any hcom troubleshooting.
Senzing
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
security-audit-rlm
Run and troubleshoot privacy-preserving, local DSPy RLM security audits for large legacy .NET codebases. Use when asked to scan repositories for vulnerabilities, tune RLM/tool limits, fix truncation/stall issues, or produce actionable markdown/json audit outputs without loading entire codebases into model context.
plugin-authoring
Use when creating, modifying, or debugging Claude Code plugins. Triggers on .claude-plugin/, plugin.json, marketplace.json, commands/, agents/, skills/, hooks/ directories. Provides schemas, templates, validation workflows, and troubleshooting.
ultracite
Ultracite is a zero-config linting and formatting preset for JavaScript/TypeScript projects. Use when: (1) Setting up or initializing Ultracite in a project (ultracite init), (2) Running linting or formatting commands (check, fix, doctor), (3) Writing or reviewing JS/TS code in a project that uses Ultracite â to follow its code standards, (4) Troubleshooting linting/formatting issues, (5) User mentions 'ultracite', 'lint', 'format', 'code quality', or 'biome/eslint/oxlint' in a project with Ultracite installed.
api-gateway
AWS API Gateway for REST and HTTP API management. Use when creating APIs, configuring integrations, setting up authorization, managing stages, implementing rate limiting, or troubleshooting API issues.
Io.Github.P1va/Symbols
MCP server to read, inspect and troubleshoot codebase symbols
brand-yml
Create and use brand.yml files for consistent branding across Shiny apps and Quarto documents. Use when working with brand styling, colors, fonts, logos, or corporate identity in Shiny or Quarto projects. Covers: (1) Creating new _brand.yml files from brand guidelines, (2) Applying brand.yml to Shiny for R apps with bslib, (3) Applying brand.yml to Shiny for Python apps with ui.Theme, (4) Using brand.yml in Quarto documents, presentations, dashboards, and PDFs, (5) Modifying existing brand.yml files, (6) Troubleshooting brand integration issues. Includes complete specifications and framework-specific integration guides.
asdf
Use this skill whenever the user wants to install, configure, or use asdf (asdf-vm), the universal version manager. Trigger for any mention of asdf, .tool-versions files, managing runtime versions, switching between versions of Node.js, Python, Ruby, Go, Terraform, kubectl, Java, Erlang, Elixir, or any other tool managed by asdf. Also trigger when migrating from nvm, pyenv, rbenv, goenv, tfenv, or similar single-language version managers. Use this skill for help with asdf plugins, asdf install, asdf set/global/local, troubleshooting shims, Fish/Bash/Zsh shell configuration, and multi-project version isolation workflows.
rag-blueprint
NVIDIA RAG Blueprint â deploy, configure, troubleshoot, and manage. Handles any RAG action: deploy, install, start, enable, disable, toggle, change, configure, troubleshoot, debug, fix, shutdown, stop, or tear down any RAG feature or service (VLM, guardrails, query rewriting, models, search, ingestion, observability, summarization, and more).