chroma
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.
open-notebook
Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.
hindsight-self-hosted
Store team knowledge, project conventions, and learnings from tasks. Use to remember what works and recall context before new tasks. Connects to a self-hosted Hindsight server. (user)
web-search-plus
Unified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Exa (Neural), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.
searxng
Search the web using a self-hosted SearXNG instance. Privacy-respecting metasearch that aggregates results from multiple engines.
vikunja
Manage tasks and projects on a self-hosted Vikunja instance. Use when the user wants to create, view, complete, or manage tasks, check what's due or overdue, list projects, or get task notifications. Also use for to-do lists, reminders, and task tracking.
nocodb
Access and manage NocoDB databases, tables, and records via REST API. Use when the user wants to view bases, list tables, inspect column schemas, query or filter row data, or insert new records into a self-hosted NocoDB instance. Also use for spreadsheet-style database lookups and data entry.
n8n-api
Operate n8n via its public REST API from OpenClaw. Use for workflow management, executions, and automation tasks such as listing, creating, publishing, triggering, or troubleshooting. Works with both self-hosted n8n and n8n Cloud.
readeck
Save articles to Readeck (self-hosted read-it-later app). Use when the user wants to save an article for later reading, add something to their reading list, or send a page to Readeck.
chromadb-memory
Long-term memory via ChromaDB with local Ollama embeddings. Auto-recall injects relevant context every turn. No cloud APIs required — fully self-hosted.
supernote
Access a self-hosted Supernote Private Cloud instance to browse files and folders, upload documents (PDF, EPUB) and notes, convert web articles to EPUB/PDF and send them to the device, check storage capacity, and navigate the directory tree. Use when the user mentions Supernote, e-ink device files, wants to upload/browse documents on their Supernote cloud, or wants to send an article/URL to their e-reader.
twenty-crm
Interact with Twenty CRM (self-hosted) via REST/GraphQL.
freshrss
Query headlines and articles from a self-hosted FreshRSS instance. Use when the user asks for RSS news, latest headlines, feed updates, or wants to browse articles from their FreshRSS reader. Supports filtering by category, time range, and count.
better-auth
Self-hosted auth for TypeScript/Cloudflare Workers with social auth, 2FA, passkeys, organizations, RBAC, and 15+ plugins. Requires Drizzle ORM or Kysely for D1 (no direct adapter). Self-hosted alternative to Clerk/Auth.js. Use when: self-hosting auth on D1, building OAuth provider, multi-tenant SaaS, or troubleshooting D1 adapter errors, session caching, rate limits, Expo crashes, additionalFields bugs.
n8n-automation
Manage n8n workflows from OpenClaw via the n8n REST API. Use when the user asks about n8n workflows, automations, executions, or wants to trigger, list, create, activate, or debug n8n workflows. Supports both self-hosted n8n and n8n Cloud instances.
ollama-setup
Configure auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate hosted API costs. Trigger phrases: "install ollama", "local AI", "free LLM", "self-hosted AI", "replace OpenAI", "no API costs". Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
BackstopJS Visual Testing
BackstopJS visual regression testing for self-hosted visual comparison
hosted-agents
This skill should be used when the user asks to "build background agent", "create hosted coding agent", "set up sandboxed execution", "implement multiplayer agent", or mentions background agents, sandboxed VMs, agent infrastructure, Modal sandboxes, self-spawning agents, or remote coding environments.
securing-authentication
Authentication, authorization, and API security implementation. Use when building user systems, protecting APIs, or implementing access control. Covers OAuth 2.1/OIDC, JWT patterns, sessions, Passkeys/WebAuthn, RBAC/ABAC/ReBAC, policy engines (OPA, Casbin, SpiceDB), managed auth (Clerk, Auth0), self-hosted (Keycloak, Ory), and API security best practices.
gitlab
GitLab operations via glab CLI. Use when user mentions: MR, merge request, gitlab issue, pipeline, CI status, glab, or when git remote shows gitlab.com or self-hosted GitLab.
outline
Search, read, and manage Outline wiki documents. Use when: (1) searching wiki for documentation, (2) reading wiki pages or articles, (3) listing wiki collections or documents, (4) creating or updating wiki content, (5) exporting documents as markdown. Works with any Outline wiki instance (self-hosted or cloud).
model-researcher
Add new/custom AI models to opencode.json. Use proactively for bleeding-edge releases, non-standard providers, self-hosted models, or custom endpoints. Examples: - user: "Add the new Claude 4.5" → websearch for API specs, add provider entry with baseUrl, verify model ID format - user: "Use my local Ollama instance" → configure custom provider with http://localhost:11434, set model ID format - user: "Configure this OpenAI-compatible proxy" → add provider with custom baseUrl, set apikey env var, verify compatibility - user: "Model X just released, add it" → research provider documentation, find model ID and capabilities, add to config
kamal-deploy
Expert-level Kamal deployment guidance for deploying containerized applications to any server. Use this skill when users ask about Kamal, container deployment, zero-downtime deployments, deploying Rails/web apps to VPS/cloud servers, kamal setup, kamal deploy, Docker deployment without Kubernetes, or deploying to Hetzner/DigitalOcean/AWS with Kamal. Also use when users mention DHH's deployment tool, 37signals deployment, or want an alternative to Heroku/Render/Vercel with self-hosted infrastructure.
Page Monitoring
Web page monitoring, change detection, and availability tracking. Use when tracking content changes, detecting when pages go down, monitoring for updates, preserving content before deletion, or generating feeds for pages without RSS. Covers Visualping, ChangeTower, Distill.io, and self-hosted monitoring solutions.
data-lake-platform
Data lake and lakehouse platform patterns: ingestion/CDC, transformations, open table formats (Iceberg/Delta/Hudi), query and serving engines (Trino/ClickHouse/DuckDB), orchestration, governance/lineage, cost and operations. Self-hosted and cloud options.
aprapipes-devops
Diagnose and fix ApraPipes CI/CD build failures across all platforms (Windows, Linux x64/ARM64, Jetson, macOS, Docker). Handles vcpkg dependencies, GitHub Actions workflows, self-hosted CUDA runners, and platform-specific issues. Use when builds fail or when modifying CI configuration.
better-auth
Build authentication systems for TypeScript/Cloudflare Workers with social auth, 2FA, passkeys, organizations, and RBAC. Self-hosted alternative to Clerk/Auth.js. IMPORTANT: Requires Drizzle ORM or Kysely for D1 — there is no direct D1 adapter. v1.4.0 (Nov 2025) adds stateless sessions, ESM-only (breaking change), JWT key rotation, and SCIM provisioning. v1.3 adds SSO/SAML and multi-team support. Use when: self-hosting authentication on Cloudflare D1, migrating from Clerk, implementing multi-tenant SaaS, or troubleshooting D1 adapter errors, session serialization, OAuth flows, TanStack Start cookie issues, or nanostore session invalidation.
Sentry Skill
Comprehensive skill for Sentry error monitoring and performance tracking. Use when Claude needs to (1) configure Sentry SDKs for error tracking and performance monitoring, (2) manage releases, source maps, and debug symbols via CLI, (3) query issues, events, and metrics via API, (4) set up alerting and notification rules, (5) configure sampling strategies and quota management, (6) deploy self-hosted Sentry instances, (7) integrate with OpenTelemetry for distributed tracing, or perform any other Sentry automation task.
insightpulse-connection-manager
Supabase-style connection UI for managing InsightPulse AI infrastructure (Supabase, Odoo, Superset, MCP servers, PostgreSQL, APIs). Self-hosted connection manager module for Odoo 19 that provides unified connection management, auto-generated configurations, connection testing, and beautiful Kanban interface.
travel-expense-management
SAP Concur alternative - self-hosted travel & expense management. Handles travel requests, expense reports, receipt OCR, policy validation, multi-level approvals, and GL posting. Saves $15,000/year in licensing costs.
firecrawl-self-hosted
Self-hosted Firecrawl deployment, troubleshooting, and best practices. TRIGGERS - firecrawl, self-hosted scraping, web scrape, scraper wrapper, littleblack, ZeroTier scraping.
go-feature-flag
GO Feature Flag (GOFF) self-hosted feature flag solution with OpenFeature integration. Covers flag configuration, relay proxy, targeting rules, rollouts. Use when user mentions GO Feature Flag, GOFF, gofeatureflag, self-hosted feature flags, or flags.goff.yaml configuration.
gitlab-ci
Configure GitLab CI/CD pipelines and runners for automated building, testing, and deployment. Create .gitlab-ci.yml configurations, manage runners, and implement DevOps workflows. Use when working with GitLab repositories or self-hosted GitLab instances.
dns-management
Configure DNS zones and records. Manage Route53, Cloud DNS, and self-hosted DNS. Use when setting up DNS infrastructure.
twenty-crm
Build custom CRM workflows with Twenty — open-source CRM alternative to Salesforce. Use when someone asks to "set up a CRM", "Twenty CRM", "open-source Salesforce alternative", "customer relationship management", "self-hosted CRM", or "CRM with API access". Covers contacts, companies, pipelines, custom objects, automations, and API integration.
plausible
Privacy-first web analytics with Plausible — lightweight script tag, no cookies, GDPR-compliant by default. Self-host with Docker or use Plausible Cloud. Covers script installation, custom event goals, pageview filtering, the Stats API for programmatic access, and Google Search Console integration. Use when tasks involve adding website analytics without cookie banners, replacing Google Analytics with a privacy-friendly alternative, or querying traffic data via API.
nextjs
Assists with building production-grade React applications using Next.js. Use when working with the App Router, Server Components, Server Actions, Middleware, or deploying to Vercel or self-hosted environments. Trigger words: nextjs, next.js, app router, server components, server actions, react framework, ssr, isr.
umami
Track website analytics with Umami — privacy-focused, open-source Google Analytics alternative. Use when someone asks to "track website analytics", "Umami", "privacy-friendly analytics", "self-hosted analytics", "GDPR analytics", "replace Google Analytics", or "website traffic tracking without cookies". Covers setup, event tracking, custom properties, API, and self-hosting.
pentagi
Run AI-powered penetration testing with PentAGI. Use when a user asks to automate security testing, set up autonomous pentesting, deploy an AI-driven vulnerability scanner, build a self-hosted security testing platform, or conduct penetration tests with LLM-powered agents.
better-auth
Production-ready authentication framework for TypeScript with first-class Cloudflare D1 support. Use this skill when building auth systems as a self-hosted alternative to Clerk or Auth.js, particularly for Cloudflare Workers projects. Supports social providers (Google, GitHub, Microsoft, Apple), email/password, magic links, 2FA, passkeys, organizations, and RBAC. Prevents 10+ common authentication errors including session serialization issues, CORS misconfigurations, D1 adapter setup, social provider OAuth flows, and JWT token handling. Keywords: better-auth, authentication, cloudflare d1 auth, self-hosted auth, typescript auth, clerk alternative, auth.js alternative, social login, oauth providers, session management, jwt tokens, 2fa, two-factor, passkeys, webauthn, multi-tenant auth, organizations, teams, rbac, role-based access, google auth, github auth, microsoft auth, apple auth, magic links, email password, better-auth setup, session serialization error, cors auth, d1 adapter
openclaw
Deploy and manage OpenClaw, a self-hosted gateway bridging messaging platforms to AI coding agents. Use when a user asks to set up OpenClaw, connect WhatsApp or Telegram or Discord to an AI agent, configure multi-agent routing, schedule cron jobs in OpenClaw, set up webhooks, manage OpenClaw channels, pair a messaging account, configure heartbeats, spawn sub-agents, or troubleshoot OpenClaw gateway issues. Covers installation, channel setup, agent configuration, cron scheduling, webhooks, and sub-agents.
Next.js
Use this skill for Next.js App Router patterns, Server Components, Server Actions, Cache Components, and framework-level optimizations. Covers Next.js 16 breaking changes including async params, proxy.ts migration, Cache Components with "use cache", and React 19.2 integration. For deploying to Cloudflare Workers, use the cloudflare-nextjs skill instead. This skill is deployment-agnostic and works with Vercel, AWS, self-hosted, or any platform. Keywords: Next.js 16, Next.js App Router, Next.js Pages Router, Server Components, React Server Components, Server Actions, Cache Components, use cache, Next.js 16 breaking changes, async params nextjs, proxy.ts migration, React 19.2, Next.js metadata, Next.js SEO, generateMetadata, static generation, dynamic rendering, streaming SSR, Suspense, parallel routes, intercepting routes, route groups, Next.js middleware, Next.js API routes, Route Handlers, revalidatePath, revalidateTag, next/navigation, useSearchParams, turbopack, next.config
weaviate
Weaviate is an open-source vector database with built-in vectorization modules. Learn schema definition, GraphQL and REST APIs, hybrid search combining BM25 and vectors, and self-hosted deployment with Docker.
litellm
Call 100+ LLM APIs with one interface using LiteLLM — unified API proxy for OpenAI, Anthropic, Google, Mistral, Cohere, and self-hosted models. Use when someone asks to "switch between LLM providers", "LiteLLM", "unified LLM API", "LLM proxy", "call Claude and GPT with the same code", "LLM load balancing", or "multi-model AI gateway". Covers provider routing, fallbacks, rate limiting, spend tracking, and self-hosted proxy.
tinacms
Complete TinaCMS skill for building content-heavy sites with a Git-backed CMS. Use this skill when setting up blogs, documentation sites, or marketing sites that require visual editing and content management for non-technical users. Supports Next.js (App Router + Pages Router), Vite + React, Astro, and framework-agnostic setups. Prevents 9+ common errors including ESbuild compilation issues, module resolution problems, schema configuration errors, Docker binding issues, and deployment problems. Self-hosting options for Cloudflare Workers, Vercel Functions, and Netlify Functions included. Keywords: TinaCMS, Tina CMS, Git-backed CMS, visual editing CMS, content management, Next.js CMS, App Router TinaCMS, Pages Router TinaCMS, Vite React TinaCMS, Astro TinaCMS, framework-agnostic CMS, TinaCloud, self-hosted TinaCMS, blog CMS, documentation site CMS, marketing site CMS, GraphQL CMS, tina schema, tina collections, tina templates, tinacli, @tinacms/cli, ESbuild compilation error, module resolution tina, schema configuration, Docker binding issues, Cloudflare Workers TinaCMS, Vercel Functions TinaCMS, Netlify Functions TinaCMS
meilisearch
Add fast, typo-tolerant full-text search with Meilisearch. Use when a user asks to add search to an app, implement full-text search, set up a search engine, replace Elasticsearch with something simpler, add autocomplete or instant search, build a product catalog search, index documents for search, configure search relevancy, add faceted filtering, or deploy a self-hosted search engine. Covers indexing, querying, facets, filtering, sorting, multi-tenancy, and integration with Node.js, Python, and REST API.
minio
Self-host S3-compatible object storage with MinIO. Use when a user asks to set up self-hosted object storage, create an S3-compatible API on their own server, store files without AWS, set up a private cloud storage, manage buckets and objects, configure storage for backups, host static assets, or replace AWS S3 with a self-hosted solution. Covers single-node and distributed deployment, bucket management, presigned URLs, lifecycle policies, and integration with apps via the S3 API.
Activepieces Expert
Activepieces - open source automation, Zapier alternative, self-hosted workflows