Custom Agent Skills Development
Extend AI agents with custom tools and skills. OpenClaw SDK, MCP-style integrations, and capability extensions that connect agents to your business systems.
Odoo CRM Skill for OpenClaw
Challenge
Sales teams need instant access to CRM data but switching between chat and CRM disrupts workflow. Querying complex CRM data requires SQL knowledge.
What We Built
- Read-only XML-RPC wrapper for Odoo CRM
- Natural language query interface through OpenClaw
- Pipeline analytics (deals by stage, at-risk deals, weighted forecasts)
- Team performance tracking (rep leaderboard, quota tracking)
- Customer intelligence (top customers, deal history, revenue exposure)
- Activity monitoring (overdue tasks, meetings, stale deals)
Results
- Query CRM through conversation: "Show me deals closing this week"
- Zero SQL or CRM navigation required
- Read-only security prevents accidental data changes
- Instant business intelligence without leaving chat
- Works with any Odoo instance via environment config
Technologies: Python, XML-RPC, OpenClaw SDK, Odoo API
Customer Service Agent with 12 Integrated Tools
Challenge
E-commerce customer service requires checking inventory, cart status, order history, and appointments across multiple systems.
What We Built
- Google Agent SDK multi-tool implementation
- Product catalog search and inventory checking
- Shopping cart management (add/remove/checkout)
- Order tracking and status updates
- Appointment scheduling with calendar integration
- Multi-modal: text queries + photo-based product identification
- Discount approval with human-in-the-loop workflow
- CRM integration for customer history
Results
- Single agent handles entire customer service workflow
- 12 tools working together seamlessly
- Photo recognition for product identification
- Human approval only for high-value discounts
- Complete order lifecycle automation
- Salesforce CRM integration for customer context
Technologies: Google Agent SDK, BigQuery, Salesforce API, Vertex AI, Cloud Functions
Marketing Agency Multi-Agent Workflow
Challenge
Launching a new brand requires coordinating domain registration, website design, logo creation, and marketing strategy across multiple specialists.
What We Built
- Multi-agent orchestration with Google Agent SDK
- Domain name suggestion agent
- Website generator agent (HTML/CSS/JS)
- Marketing strategy agent
- Logo design coordination
- Video production planning
- Agent-to-agent communication for complete brand launch
Results
- Complete brand launch from single conversation
- Agents coordinate automatically without manual handoffs
- Generated: domain suggestions, full website code, marketing plan
- End-to-end brand launch workflow automation
- Production-ready HTML/CSS/JS websites
Technologies: Google Agent SDK, Vertex AI, Application Integration, Cloud Storage
What is an Agent Skill?
Agent skills are custom tools that extend what AI agents can do. Similar to MCP (Model Context Protocol), they provide structured interfaces for agents to interact with external systems.
How Skills Work
Skill Components
- SKILL.md - Tool definitions and instructions for the agent
- Client Library - Python/Node wrapper for external API
- Environment Config - Credentials and connection settings
- Error Handling - Graceful failures and fallbacks
Types of Skills We Build
Business System Integration
- CRM systems (Odoo, Salesforce, HubSpot)
- ERP platforms (NetSuite, SAP)
- Database queries (PostgreSQL, MySQL, MongoDB)
- Internal APIs and microservices
Data Analytics
- Business intelligence queries
- Real-time dashboard data
- Report generation
- KPI tracking and alerts
Workflow Automation
- Task creation and management
- Email and notification systems
- Document generation
- Approval workflows
External Services
- Payment gateways (Stripe, PayPal)
- Shipping and logistics APIs
- Calendar and scheduling
- File storage (S3, Google Drive)
Agent Platforms We Support
OpenClaw SDK
Custom skills with SKILL.md definitions and Python/Node clients
MCP Protocol
Model Context Protocol integrations for Claude and compatible agents
LangChain Tools
Custom tools and chains for LangChain-based applications
OpenAI Functions
Function definitions for GPT-4 and compatible models
Anthropic Tools
Tool use implementations for Claude API
Google Agent SDK
Custom skills and extensions for Google Agent Development Kit
Custom Frameworks
Agent frameworks built on your specifications
Need Custom Agent Skills?
We build custom skills that connect AI agents to your business systems. Whether it's CRM integration, database queries, API wrappers, or workflow automation - we make your data accessible through natural language.