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Ecosystem Skills

A growing collection of third-party integrations and community-contributed skills that extend your agents' capabilities with popular services and platforms.

Workflow Automation

  • 🚀 n8n Skill

    Connect to n8n instances (self-hosted or cloud) to execute workflows, monitor status, and automate tasks.

    Features: Workflow execution, status monitoring, secure API key storage

    Learn more →

  • ⚡ Zapier Skill

    Integrate with Zapier to trigger Zaps and automate workflows across 7,000+ supported applications.

    Features: Zap triggering, task monitoring, 7,000+ app integrations

    Learn more →

  • 🤖 CrewAI Skill

    Orchestrate multi-agent crews for collaborative AI workflows and complex task execution.

    Features: Agent crews, task delegation, process management, execution tracking

    Learn more →

Social Media & Communication

  • 🐦 X.com (Twitter) Skill

    Ultra-minimal X.com integration with OAuth 1.0a authentication, user subscriptions, and real-time notifications.

    Features: Tweet posting, user subscriptions, webhook monitoring, per-user rate limits

    Learn more →

Cloud Services

  • 🔍 Google Skill

    Integrate with Google services including Search, Gmail, Calendar, and Drive.

    Features: Google services integration, OAuth authentication

    Learn more →

AI & Machine Learning

  • 🤖 Replicate Skill

    Execute any machine learning model via Replicate's API - from text generation to image creation and video processing.

    Features: ML model execution, real-time monitoring, model discovery, prediction management

    Learn more →

  • 🤖 CrewAI Skill

    Orchestrate multi-agent workflows using the CrewAI framework.

    Features: Multi-agent coordination, task delegation

    Learn more →

Data & Storage

  • 🗃️ Supabase/PostgreSQL Skill

    Connect to Supabase and PostgreSQL databases for data operations and real-time functionality.

    Features: SQL queries, CRUD operations, secure credential storage, dual database support

    Learn more →

  • 📄 MongoDB Skill

    Connect to MongoDB Atlas, local, or self-hosted deployments for document database operations.

    Features: Document CRUD, aggregation pipelines, flexible deployment support, simple management

    Learn more →

  • 📁 Filesystem Skill

    Read, write, and manage files and directories on the local filesystem.

    Features: File operations, directory management, metadata access

    Learn more →

Integration Patterns

Quick Setup Example

from webagents.agents import BaseAgent
from webagents.agents.skills.ecosystem.x_com import XComSkill
from webagents.agents.skills.ecosystem.n8n import N8nSkill
from webagents.agents.skills.ecosystem.zapier import ZapierSkill
from webagents.agents.skills.ecosystem.replicate import ReplicateSkill
from webagents.agents.skills.ecosystem.crewai import CrewAISkill
from webagents.agents.skills.ecosystem.database import SupabaseSkill
from webagents.agents.skills.ecosystem.mongodb import MongoDBSkill

# All dependencies are automatically resolved
agent = BaseAgent(
    name="automation-agent",
    model="openai/gpt-4o",
    skills={
        "n8n": N8nSkill(),        # Auto-resolves: auth, kv
        "zapier": ZapierSkill(),  # Auto-resolves: auth, kv
        "replicate": ReplicateSkill(),  # Auto-resolves: auth, kv
        "crewai": CrewAISkill(),  # Auto-resolves: auth, kv
        "database": SupabaseSkill(),  # Auto-resolves: auth, kv
        "mongodb": MongoDBSkill(), # Auto-resolves: auth, kv
        "x_com": XComSkill()      # Auto-resolves: auth, kv, notifications
    }
)

Robutler Agentic Use Cases

Automated Content Generation and Publishing - AI agents autonomously generate, edit, and publish content - Agents collaborate to ensure brand alignment and audience preferences - CrewAI orchestrates content teams with specialized roles

Dynamic Supply Chain Management - Agents monitor inventory and predict demand fluctuations - Autonomous coordination with suppliers in real-time - Database skills track inventory and transaction history

Personalized Customer Support - AI agents handle inquiries, returns, and refunds autonomously - X.com monitoring for customer service opportunities - Zapier/n8n workflows for seamless customer journey automation

Agent-to-Agent Economic Transactions - Agents discover intents and coordinate economic exchanges - Database tracking of agent transactions and performance - Workflow automation for payment processing and compliance

Best Practices

All ecosystem skills follow WebAgents best practices:

  • 👤 User context management via auth skill
  • 💾 Simple credential storage via KV skill
  • ✅ API key validation during setup
  • 📝 Clear error handling with helpful user messages
  • 🧪 Comprehensive testing with automated test suites

Contributing

Help grow the ecosystem by contributing new skills:

  1. Follow the skill pattern established by existing ecosystem skills
  2. Include comprehensive tests covering all functionality
  3. Provide clear documentation with examples and troubleshooting
  4. Implement simple credential management using auth/KV skills
  5. Add error handling with user-friendly messages

Getting Help

  • Documentation: Each skill has comprehensive docs with examples
  • Test Suites: Review test files for usage patterns
  • Community: Join discussions about skill development
  • Issues: Report bugs or request features in the main repository

The ecosystem grows with every contribution. Build the skill you need and share it with the community!